{
  "text": "shooting out.\nI believe that was something I've seen .\nThe trees are quite reminiscent of a pool.\nDeepSeek V4 Pro has just been released in general availability version\n, which also happened with the V4 Flash model back about 12 or\n13 days ago on 07/31.\nNow, that model when tested proved to be a significant\nincrease in capability over the preview version that was previously\naround .\nAnd today we're going to be finding out if the same can be said\nfor the newly updated checkpoint general availability for V4 Pro\ndubbed 0813.\nSo before we get into it , do feel free to subscribe so we can\nhit 70K and then 100K with the plaque .\nAnd with that , basically there's not a lot to say about this right\nnow because it seems to have been more or less silently released\n.\nThere's no official announcement post yet on X ,\nwhich I do believe is generally where we would see this .\nBut they do mention here just on the website a couple references\nto it where if you use this model identifier right here for V4\nPro, you are being routed to the new V4 Pro 0813 version.\nAdditionally to that, it is also live on OpenRouter and this\nmakes me feel comfortable that it is actually genuinely released\nand this is the model we're going to be using .\nSo , from the bit of information we have right here ,\naside from just the model identifier now being today's date ,\ndepending on what locale one is in, we can see that the model has\na million context window with a maximum output length of 384K ,\nwhich really is a lot .\nNow , something that can sometimes happen with DeepSeek ,\nat least historically , is there may be a lot of thinking .\nNow , this does support selectable thinking modes ,\nas you can see if we do click on this .\nSo , it's possible to kind of tone that down ,\nbut in the interest of seeing the maximum potential performance\n, all of our coding tasks for today are going to be run on this\nmaximum effort .\nNow , I want to mention the following with a grain of salt because\nI cannot definitively confirm that this is ground truth ,\nbut I would imagine it probably is .\nThere were some references and photos floating around which apparently\ncame from a group related to DeepSeek .\nI believe they said it was a WeChat group about DeepSeek or something\n.\nAnd if this is to be believed , we can see that these would hypothetically\nbe the benchmark results for DeepSeek V4 Pro 0813 or the general\navailability model .\nAnd basically my main interest here is just seeing the leap in\ncapability over the V4 Pro preview to now because I was initially\ndisappointed with the V4 Pro Preview as well as the V4 Flash preview\n.\nThey felt very undercooked and probably because they were named\npreview .\nThat's actually like fair .\nIt makes sense .\nBut again , I want to reiterate the leap in capability between\nflash and then the 0731 general availability version of flash was\nabsolutely massive .\nThis is like the best local model right now for like a dual 3090\nsetup .\nSo I mean in a niche , you know , but still if that leaping capability\nincrease from 12 .\nincrease from 12 .\n8 to 62 .\n7 would then hypothetically put this above things like Opus 3 .\n8 8 and make it very very competitive especially that this\nis an openweight model or will be .\nThat's also extremely exciting because this is not like horrifically\ngigantic I guess when considering things like Kimi K3 or Qwen\n3 .\n2 .\nIt's still big at 1 .\n6 trillion parameters .\nIt is a mixture of experts model with how many active ?\nSo if we do estimate that this is going to be the same size as\nthe preview version of V4 Pro .\nIt's a 1 .\n6 trillion parameter mixture of experts model with 49 billion\nactive .\nSo it is still very very large but it's not as gigantic as like\nclosing in on a 3 trillion parameter model.\nSo additionally to that pricing and this is something that we need\nto basically take just as it is right now because they mention\nand have been for quite a bit of time that their API pricing is\ngoing to be significantly increased soon .\nNow significantly is relative to what it currently is which is\nlike very very very cheap .\nSo , right now , pricing per million input tokens for DeepSeek\nV4 Pro is 0.43\n35 .\nSo , okay .\nNo , I know what this is , but like last time I messed up on this\none and I said it was 2 cents and it wasn't and then I got roasted\n.\nSo, this is 43 cents per million input tokens and 87 cents per\nmillion output tokens is the current price .\nNow , if this gets like a significant increase ,\nsay it goes up like five or 10 times , it would still hypothetically\nbe competitive .\nSo , it's all relative to what it currently costs .\nAnd with that, I am going to be using this from within Cursor\n.\nWhen we tested V4 Flash , the general availability model on the\n31st of July, I did also use it through Cursor because I believe\nthey had suggested to do so and the performance was very ,\nvery good .\nI was happy with it .\nSo, I'm going to be using Cursor as well for this.\nNow I should also mention that they did release in beta a desktop\napp for Cursor or ChatGPT.\nSo I also have it routed and working through this desktop app as\nwell and it is doing a skate game for us in C++.\nI would imagine that will take quite a bit of time .\nSo I did just want to start it and verify this app was actually\nworking properly on this system and it does seem to .\nSo keep in mind any mention of GPT or Cursor here is routed directly\nto DeepSeek on max reasoning effort for the 0813 model .\nAnd with that , let's take a look at our Okay ,\nso apparently the OpenAI beta application set itself to be the\ndefault for all file types .\nThat's infuriating .\nAll right .\nAll right .\nVery Gen 3\naesthetic\nI'm going to turn sound on because I did see some mentions of it\njust talking about like sounds .\nAll right .\nIt starts in our notepad .\nCan we resize this ?\nAll right .\nAcceptable .\nMinimize .\nUnminimize .\nGood .\nThe big one .\nIs there a right click ?\nYeah , there is .\nThere is also the correct date and time in my local in the bottom\nright .\nAnd there is what I would imagine here to probably be the special\nfeature .\nIt is the holographic desktop feature .\nSo , we will save that for last .\nLet's start out by looking at the files app , which I don't think\nI've seen a files icon that looks like this before .\nAll right .\nWe have some nice transparency to the application backgrounds and\ndefinitely a nice synth wave theme , which I do personally like\n.\nSo , unfortunately , it seems our fake file system is just static\nand we can't browse through it .\nNonetheless , can we create new things in it ?\nOkay , we can .\nCan we remove the new things we created ?\nWe also can .\nCan we remove things that were there by default ?\nYeah , we can .\nAll right , cool .\nThat makes me a little happier .\nAnd then up would just go there .\nOh , okay .\nNot bad .\nDecent bit of immersion , at least in terms of what directories\nwould exist were this a real computer .\nNotepad we did kind of see because it opened with this just to\ngive us some information .\nThe only thing I like to see is will it save it as a text file\non the system .\nNo such directory .\nDidn't I delete the documents directory ?\nHold on a second .\nThat's okay .\nOh , it remembered that I did that .\nI might have messed that up .\nSo that's going to be that's on me .\nUh okay .\nThis right here is just not right .\nIt should not have a like visible text box .\nThat happens sometimes .\nHelp did give us things .\nLet's just do neofetch .\nThat's actually pretty well done right there .\nNeofetch or Neofetch .\nNeofetch .\nStill , that's that's actually all right .\nI'm just being kind of mean .\nMemory .\nThis is fine .\nOh , it actually put a bit of cleverness in there .\n1 .\n44 megs out of infinity .\nThis is fine .\nIsn't that how much an old school floppy disc would hold ?\nI don't know cuz those are older than me .\nNext up , calculator .\nOkay , so 47 47 47 8 8 8 376 .\nI haven't done one of these in a while divided by six .\nAll right , settings .\nDefinitely seeing a bit of like Qwen 2.5\n8B in here just in terms of some of the style here.\nWhat is that and why do I like it ?\nAurora .\nOh , okay .\nSunset City .\nThis No one would understand that reference .\nThis looks like something one of my friends in high school was\nmaking as a game project .\nIt actually looks like a ton like the splash screen for his project\n.\nWe have customizable accents as well .\nDifficulty easy , normal , and hard .\nOh , for games .\nOkay , I probably set it to easy as you may be familiar with my\nquick to anger game playing style .\nNext up , let's try our games .\nThe speaker is on .\nSo , City Heist .\nOh , you absolute .\nOkay .\nSo , you have to press enter to start and not click the button\n.\nPlease shift gears .\nAh , okay .\nOkay .\nAll right .\nIt's Oh , cool .\nOh , okay .\nIt's troubled, but the sounds for like the smack are kind\nof funny .\nLike , all right .\nAnd we wrecked and we only grabbed a 100 red out of a thousand,\nbut it did work .\nSo , keep in mind we need to press enter to play these games and\nnot hit the button that says launch .\nOh .\nOh , all right .\nDo I go through these ?\nYeah .\nI I just assume based on the sounds .\nI wonder if that's how like dogs are since they don't understand\nlanguage .\nBut like that to me seemed like a positive reinforcement sound\n.\nSo , it makes me want to do it more .\nAnd I think we did just discover something about how dog brains\nwork .\nOkay , the score .\nI don't know that we need that many decimal points just to show\na score .\nI think maybe just rounding up to 734 or down would have been acceptable\n, but I applaud it for its intricacy .\nAnd then , oh , read me .\nOkay , so our special feature is something like holographic .\nAnd I would imagine having a couple apps open just when we trigger\nthat is probably the move .\nSo , oh yeah .\nAll right .\nSo , it just puts like an interesting card effect .\nThis is what it looks like .\nThis looks like an Apple Vision Pro like app demo .\nThis is the way they look from inside the Vision Pro headset .\nUm , just if you have used one , you may resonate with what I'm\nsaying .\nOkay .\nOverall , it was fine .\nEverything worked .\nNothing really blew me away .\nBut again , that may be a limitation of the test and less of a\nlimitation of the model .\nSo alas , huh , it's kind of neat .\nWe will continue .\nSo our skateboard game is still going .\nAnd again, I'm using this with the newly released beta version\nof the chat GPT desktop app .\nI would imagine this will take quite a bit of time .\nSo let's check to see just like Oh no , cuz we already had looked\nat the cost .\nAnd keep in mind this is partially for the skate game as well as\nthe browser OS .\nSo 20 cents total across two separate tasks .\nOne which is still ongoing .\nAll right .\nSo , after 68 minutes and 24 seconds , Skate NYC is complete .\nSo , oh , you idiot .\nYou spoiled it with these screenshots and you don't even have vision\n.\nI'm infuriated .\nNonetheless , now that we know what the game looks like ,\nI had to stop myself from saying something a little more colorful\n.\nLet's just take a peek at at the game .\nAll right , so here's our NYC skate game .\nShould be in outputs , right ?\nYes .\nAll right .\nIt's not quite as good as the Qwen 2.5\nmodel, but that model does have 800 billion more parameters\n.\nDoes that say NYC skate on the ground ?\nIt's inverted , but it does .\nAnd it says established 1999 .\nAll right .\nUhoh .\nSounded like the beginning of a Van Halen song\nI don't know what exactly it is\nAll right .\nUh , let's just maybe not do that same thing .\nThere are sound effects , though .\nI don't normally hear sound effects .\nCan we actually move around?\nAll right .\nNot quite .\nI will say it's not wonderful .\nOh , that's actually kind of cool , though .\nThe way it like stylized the game title .\nNice .\nNice .\nWell , we don't need to do the drum kit sim .\nThe trees are quite reminiscent of a poo, if I were to be honest\n, but all right , the the legs are like kicking .\nThis may be the funniest skate game result we've ever seen ,\nwhich is , you know , something .\nAll right , we have a street sign there .\nThe text is a little sideways , as are the building faces .\nThis is definitely a troubled result .\nHowever , I do like the water fountain shooting out .\nI believe that was something I've seen .\nOkay .\nAll right .\nI've seen that in, I think, the Qwen result.\nNow , here's what I would like to just quickly do for some reference\n.\nThis is the result we received for the C++ skateboard test from the\npreview version of DeepSeek V4.\nWe can see right here .\nI'm going to turn the speaker off .\nThis is pretty bad .\nIt was like so bad that I actually remember to go to this specific\nthing just to showcase it .\nSo, the leap in capability based off of what we see right here\nto what we just saw in the skate game that it had created for us\n, which we can just look at in these screenshots here is still\npretty significant .\nNext up , I'm giving it the Subway FPS test .\nI've also added on to the end of the prompt .\nDon't worry about checking over the script .\nI will manually check it and if there are issues I will report\nthem back to you, just because this will really extend every\nsingle result by like two times in terms of time-wise length\njust in the interest of something I could do visually in like 5\nseconds and then be like hey this doesn't work .\nSo we're going to do that just to maybe like keep things a little\ntighter .\nAll right so it did finish the Subway FPS game .\nThe problem is it just keeps trying to do like troubleshooting\nwhich it's not good at doing on this system for some reason .\nAll right , let's check out our subway FPS .\nMain Rand Avenue.\nAll right , going to turn the speaker on .\nSo , it gave us two options .\nWe can either explore the station .\nOkay, it's... Hey, you know what?\nI think that is the best subway car that I've ever seen drawn in\nthis test .\nAnd you're going to be like , well , it doesn't look that great\n.\nI know .\nIt's just that they never really include these .\nAnd when they do , they're not really very good .\nSo this... actually, what was that?\nIf that thing starts moving I would have probably become more excited\nthan would be reasonable for you know responding to such thing\n.\nThis is very clean .\nIt's simple .\nIt's nothing that's blowing me away to be completely honest with\nyou .\nQueens Boulevard line .\nOkay .\nWe have stairs .\nWe have some lighting elements and things of the sort .\nWe have exits if you want to go that side.\nAnd then tunnels, like indicators for the train, a trash bin.\nFloating particles more simple .\nAnd we can't go up the stairs , which is fine .\nWe don't want to .\nNow , of course , the other feature that was included here is the\nFPS .\nSo, let's go back to the menu and then enter the survival FPS.\nLet's see if it changes the lighting or anything .\nOh my .\nThat's a good weapon model .\nDoes it ?\nHow ?\nOh , it does .\nI think .\nYeah , it does .\nIt's like smooth now .\nI don't see any enemies .\nLook at when we run .\nIt's like a waddle .\nAll right .\nSo , uh the big thing I'm noticing here is there are no zombie\nenemies .\nSo , good reload .\nThe waddle is just kind of funny .\nWeird .\nHey , look .\nThere are shell casings that actually drop .\nThat's kind of cool .\nAll right, this is like... yeah, it's kind of mid.\nSo , I'm going to give it a feedback piece .\nNow , I stopped it because it was just like it had finished and\nit was like I can't use this in the headless environment to check\n.\nAnd at that point , it's easier to just check it and tell it what's\nwrong .\nSo , I'll give it that honest feedback .\nSo , supposedly our fixed and polished version of the Subway FPS\nis completed .\nLet's just take a peek at it .\nThe sound is on .\nAll right .\nInteresting .\nI think it swapped the positioning of the buttons .\nSo , all right .\nSeven hostiles .\nIt's showing me in the top right .\nI unfortunately just can't locate them .\nI would have expected it to have done better .\nAnd again , this is one where we could go back and reference the\nprevious model of this .\nSo , basically the preview version , it was significantly less\ndetailed than this was .\nthough unfortunately we don't have enemies and given the amount\nof time it took as well as the kind of multiple times I told it\nthere were no enemies, I'm regrettably going to call this one a next up.\nNow I'm giving this a difficult task to create a 3D model of an\nRB26 inline 6 engine it must be something that can be 3D printed\nwith little to no support and fit inside of it a tiny DC motor\ncalled an N20 motor because this is something that I've told it\nshould like work with my RC car project. Actually, I don't think\nthat's specifically in this prompt , but that's the whole point\nof this, where it should understand and it will scale it\nproperly to that motor .\nSo far , I've run this test with a few intelligent models and I've\nnever really received anything that was actually worth printing\n.\nSo , hopefully sooner than later that will change .\nSo , our 3D model task is pretty interesting because it's just\ndoing a lot of research on like the actual proper orientation of\nspecific items on this engine .\nLike where is the downpipe , which is an exhaust component ?\nWhat side is it ?\nWhat is the intake side ?\nWhat is the exhaust side ?\nIntake plenum left or right ?\nSo , I do like to see the amount of like intricate research that's\ngoing into the culmination of this model creation .\nAnd it would be really awesome for like us to get a model for this\ntask that's actually printable .\nIt would be the first one .\nSo , in 1 hour and 10 minutes , we received our 3D model response\n.\nThis is a very, very intricate bit of text about the thing\nit made .\nNow , of course , the other part of that is actually just taking\na look at what it looks like .\nThough , once I remember what I named this folder ,\nwe will be able to take a peek .\nAssembled display STL .\nI would imagine that to be the case .\nPlease be good .\nI've really, like, I need a good one for these.\nActually , it's sideways .\nSon of a gun .\nThis did a really good job .\nThis is actually like so far the best one .\nIt's not perfect .\nWe have some sideways turbocharger issues , though .\nI mean, this is all right. Let's peek at this in OpenSCAD\n.\nAnd there are a bunch of individual pieces for this .\nSo , we also want to see if the engine that we told it needs to\nfit inside the little remote control car engine .\nLet's see if it has any hope of properly fitting. Research—\nIt has a research folder right here just showing like a bunch of\nimages and stats for this motor .\nVery cool though .\nAnd here we have some better preview renders .\nThis is definitely well done .\nTurbo side .\nOkay .\nUnderside .\nAll right .\nIt's not something that's going to really easily be 3D printable\n.\nAlthough , I guess I can't make that determination because this\ncomes in multiple pieces .\nSo , it's not designed to be printed as we first saw it just in\none lump like this .\nIt's designed to be printed separately .\nI would like to see .\nLet's look now at just the single first piece ,\nwhich is ideally where it would be placing the 3D printed motor\nthat would go in it .\nUnfortunately , printing this without supports is just not an option\nin any potential orientation that we see right here ,\nwhich is a bit frustrating .\nIt almost seems like it has these posts and holes in it to be able\nto snap fit on other parts, which is cool.\nOkay .\nYep .\nAnd I think those are definitely like attachment posts ,\nwhich is pretty cool .\nThis one would be able to be printed more or less without any supports\nif we were to put it flat .\nThen this should have the Nissan logo, or at least the text \"Nissan\"\nwritten on it .\nYep .\nAnd this one's quite well done .\nNo issues here .\nThe oil pan .\nOh , no .\nOkay .\nThis is where we decide we're not going to be\ntrying to print this .\nI'm not disappointed , but I'm not super impressed either .\nSo , I suppose I am lukewarm when it comes to judging this .\nDefinitely , if we just look at this as a render ,\neven forget about looking at the individual parts there ,\ncuz it's not really going to be feasible to print this ,\nit did a really decent job just assembling it .\nThe research that went into this, I think, is probably\nlike I hate to sound like an AI here , but like the story isn't\nthe model , it's the research that went into it .\nThat's like generic AI slop.\nIt really did a lot of decent research here .\nI mean , did it find this and download it just to see ?\nNo .\nOkay .\nSo , this is something it maybe made or maybe probably found online\njust to be able to better assess what the size of this asset is\n, but it took a lot of care to ensure that what it tried to generate\nwould have hypothetically fit the specific specifications that\nwere denoted in the original prompt .\nSo , not half bad .\nI'm also going to give this a simple front end design test where\nit needs to create the watch website .\nSo , it has to have a pretty cinematic panning effect over a 3D\nwatch asset that it creates .\nI did specifically denote that\nthe watch needs to be a 3D model .\nSo , we'll see how competent it is at putting the entirety of this\ntogether .\nSo , in 1 hour and 30 minutes , we got our watch front end result\n.\nIt again seems to have a pretty substantial like just list of what\nwas built here .\nSo , let's take a look and see how it is .\na beautiful watch front-end website.\nThat's actually, it's so close to excellent.\nThe big problem is this , I would assume , is the watch strap sticking\nout .\nThis is 3D, so don't be fooled by its 2D-ish look.\nIt is actually 3D .\nIt's slowly panning , too .\nI really... Okay, so a couple things I do like: the wooden background\nand then this like leather card or pad that this watch is placed\non .\nIn addition to that, the face looks really good.\nThe materials look very good .\nIt's just like, overall, it's a high-end aesthetic,\nwhich is exactly what we go for when performing this test .\nNow , that's actually that right there looks good .\nThe... Let's just sit and appreciate it for a minute.\nOkay .\nYeah , that maybe I could have done without that ,\nbut it's definitely quite something .\nAnd then look at the way that goes away as soon as we start to\nscroll down .\n\"Quiet luxury measured in seconds.\"\n\"Sunburst dial.\"\nOkay , it has like a material card here .\nThe sapphire crystal is perhaps something I would have maybe omitted\nfrom this section , but the dial looks good .\n\"Two watches, one point of view.\"\nPlease render them .\nOh , look at that .\nThat is sick .\nThat really looks pretty good .\nI love the way they're placed on the table .\nReally the big thing letting it down is just this leather slab\nis inhibiting our view of these beautiful straps .\nThis one is the stainless steel option .\nThis one is the gold option and priced accordingly I would imagine\n.\nYeah .\nAlthough I would say the jump in price is like a negligible\namount to get the gold one .\nI'd probably go with this one personally .\nOh , cool .\nAnd these ones we can freely rotate so that helps a bit .\nThere is no movement to the watch hands but that's okay .\nI'll forgive it for that .\nBut these are pretty darn cool .\nThese are well drawn , I would say .\nEspecially the numeral indicators .\nLook at the way that they actually have multi material on them\n.\nSo , they're not just like one static material .\nIt's gold and then black infill or silver and then black infill\nas well .\nSo , that's some attention to detail I do like seeing .\nAs well as the kind of brushed material look on the stainless steel\nand the gold .\nIt's probably weird we're like assessing like a 3D watch ,\nbut it just shows like some capability .\nOkay , that looks pretty good right there .\nAnd then we have a clean footer as well .\nI like this .\nI'm happy with this .\nEven though it's like not perfect , it's darn close .\nSo, next up, just here from within Codex.\nAnd I can't show this full prompt because it has an API key .\nI'm giving this the full on cinematic Steve the PC repair game\ntest where it needs to create a cinematic game .\nIt needs to create voice assets for these characters just by using\nan open AI API key that I've given it and it needs to make a fun\ngame that is enjoyable and playable .\nI will assess this is probably going to take north of an hour .\nSo, we're just going to basically leave Codex here in the background\nthe beta desktop version of it to complete this task, and we'll\nmaybe work on some other things in the meantime .\nSo , our Steve the PC repairman cinematic game completed in basically\n65 minutes .\nSo , a little over an hour .\nAll right , here's how to play .\nI'll probably just do what it says here , not assume that it's\nalready running this in some server for us .\nSo, okay, episode one, the Azure Palm job.\nOkay , click to begin .\nHeadphones recommended .\nWe have a speaker .\nAll right .\nMy name is Steve .\nThis is good .\nI fix computers .\nMost of my clients are old enough to remember when a hard drive\nwas a luxury item .\nThey pay what they can afford and I make it work .\nMostly honest business .\nOh , thank you , dear .\nThe screen kept telling me the date was 1980 and I thought, all\nfixed.\nI have been traveling long enough .\nFresh battery .\nYour computer now believes I will bring you oatmeal cookies\non Tuesday .\nSame as the rest .\nGive Mr.\nButtons a scratch behind his ears for me.\nLet me walk you out , ma'am .\nI'll be right with you , Mr .\nThomas , the speech overlays itself .\nA good boy , Steven .\nIf that quiet man needs fixing, you be patient.\nPunctual .\nI like punctual .\nDoor is unlocked .\nCoffee is warm .\nA man .\nWhat is the job ?\nCame for 2 years.\nMy life .\nSee the the head tilt movement back and forth is actually there's\nthree people talking now .\nAnd he forgets the entire name. Charles buys him a penthouse private\nsecurity, security wants his legend. Some people would like to ask\nhim questions. Him slowly. The client pays 100 upfront. I would like\nit's also up in the case. All expenses, first class, two tickets. This\nis why we work together. Together, the top tray is a normal file\non a laptop. It's quite my second favorite thing.\nProfessional .\nI will not ask what the first is .\nThe phone rings when the helicopter is ready .\n40 .\nCut scene over .\nThank goodness .\nClick to take control .\nAll right .\nAside from the sounds being just totally messed up ,\nthis is actually pretty decent .\nOkay .\nThe cat is... There's definitely some geometric issues.\nWhat are we supposed to do ?\nTake the briefcase when you're ready .\nOkay .\nWhere is it ?\nWell, press buttons are like, \"Don't look at me like that.\"\nButtons .\nEaster egg .\nA man's got to eat .\nOkay .\nWhere's the briefcase ?\nAll right .\nWe have inventory .\nZip ties .\nOkay .\nE to continue .\nAll right .\nIs it going to put us in Miami?\nNice .\nPalm trees , humidity , and one very bad man ,\nMr .\nColton .\nChampagne perhaps .\nI'm just going to click through cuz it's like like black like my\nwell, coffee asset at the resort.\nPoolside at noon .\nOh , poolside .\n17th floor enters.\nCamera coverage .\nElevator .\nThere is no dog .\nBehind is the west service stairwell.\nWell , I think we just saw a glimpse of the pool .\nAll right .\nOh , great .\nAzure Palm Resort .\nClick to take control .\nIt's even got like the like low rent wallpaper that you'd expect\nat one of these joints .\nOh , wow .\nThis is actually like kind of intricate .\nOh , good .\nOkay .\nI was worried we wouldn't be able to just walk through the walls\n, but okay .\nWe can toss a coin in the fountain .\nYour wish .\nNo more syntax errors.\n50 50 .\nIt seems like Steve's shop and the airplane scene is like oddly\nplaced inside of the location we're supposed to be at .\nLet's just ignore that .\nSo , check in at the front desk and then reach the 17th floor .\nWelcome to the Azure Palm .\nChecking in , Mr .\nMe.\nCoulter.\nSteven Coulter .\nMr .\nI believe I have a reservation .\nRoom 1408 , partial ocean view .\nI do apologize .\nThe ice machine on your floor is out of order .\nStory of my life .\nAll right .\nWe now have a room key in our inventory .\nSo , is this the elevator ?\nOh, is that right?\nOkay .\nWest service stairwell .\nLet's just assume this is north .\nGood. Like, what?\nWell , that is frustrating because it gave us this really like\nanticipatory music .\nI'm sure there's a far better terminology for what I was about\nto say .\nMy name is Steve .\nOh , no .\nDon't .\nMost of my clients are old enough to remember when a hard drive\nwas a luxury.\nAll right .\nWe we got most of the way .\nI think this is a test that more often than not ,\nwe don't complete it .\nI will say the elements of this, judged individually,\nDefinitely the pieces were all there .\nI don't know that the puzzle made the correct picture that was\nshown on like the puzzle box , but it was pretty darn close and\nI saw some—truthfully, this did a better job than I expected,\nespecially considering like the subway scene game and things like\nthat .\nSo , I'm actually I'm okay with this .\nSo , the final thing was of course the street yeet game ,\nwhich is weird because this piece of text moving up and down like\nthat while this one remains completely static makes me uncomfortable\nin some level .\nSo, this is a Bijan issue.\nAll right , good .\nSo, I neglected to, um, just run it in a server.\nOne fist, zero mercy.\nI already like this .\nOh , it seems like Good music .\nAll right .\nAll right .\nAll right .\nLet's just explore the city real quick .\nI don't even know .\nOkay, so I saw a car get—like, this one's actually kind of fun\n.\nExcuse me .\nExcuse me .\nPardon me .\nIt does like a... like a... Okay.\nI don't know if we hit...\nIs that a Can we hit the bike ?\nBonk .\nUh oh .\nJay walking pedestrian .\nCan we punch this parking meter ?\nYeah, we can just hit everything except the buildings.\nAll right .\nThere's unfortunately the orientation of some of these things is\nnot quite right .\nWe can see that we're moving sideways when we move forward .\nAnd the cars are also Sorry , pal .\nOh , and it's interesting how they uh interact with the scenery\nas well .\nCan we eat this statue ?\nI don't think we can , but Oh , yeah , we can .\nAll right .\nI will say the cartoonishness of this game is actually kind of well\ndone .\nI don't know how easy that is to assess just watching someone play\nit , but like the pacing is decent .\nI think maybe that's attributed to the music as well ,\nbut the way that—when you actually... All right,\nthe loop is getting a little repetitive, but when you actually yeet\nthe things and they also go and interact with other items in the\nenvironment .\nSo like how that will bounce off the building and then maybe hit\nother things in the path .\nThat's pretty cool .\nAnd this was actually quite arcade style and playable .\nOur score is going up .\nWe have combo multipliers overall .\n38 here is a success .\nAll right , so that is probably going to conclude our first look\nand test of the general availability DeepSeek V4 Pro ,\nthe 0813 model designation .\nNow , this is definitely an improvement over the preview version\nthat felt pretty undercooked and I was not at all impressed with\nit .\nBut if we look back at some of the tests that were run in that\nvideo , which is on the channel , we ran some of the same ones\ntoday .\nThis is a significant improvement .\nI would say though , I think the flash model impressed me more\nthan this , especially considering the size of it .\nThis has a bit more competition , but again , it is a big leap\non its predecessor , which I guess is what we like to see .\nI was impressed a few times with some things like basically results\nwithin results .\nThe cinematic Steve the PC repair game , it actually had some elements\nto it that were like , hey , you know , it kind of thought this\nthrough .\nJust the way when they were speaking , their heads were like moving\nback and forth .\nNot the weird chin thing that was happening .\nI'm not sure what happened there .\nThe music it included in both that game and then the Street Yeet\ngame were actually like they definitely fit the scene that it was\ndrawing here and it did a good job making the Street Yeet game very\ncartoonish and the playability of it felt good ,\nI guess , for lack of a better term .\nThe model that we got of the engine was actually it wasn't printable\n.\nSo , unfortunately , maybe it failed to like check that box in\nthe specific task .\nHowever , if we just look at one of the previews right here ,\nit did a pretty decent job .\nDefinitely better than the other models I've tested this with .\nThough , I have not tested this specific prompt with any big beefy\nFrontier models yet .\nSo , keep that in mind as well .\nBut, it definitely has some chops here.\nAnd the amount of research it did to actually get to that point\nwas quite a lot .\nWe have all the things in here downloading these images when it\ndoesn't have vision .\nSo , I'm not quite sure what to make of that .\nBut nonetheless , I think probably the biggest point of frustration\nfor me is it just goes all out when trying to actually ensure that\nevery aspect of every line of code it made is correct .\nAnd with a model like this where it does not have vision ,\nsometimes it takes longer and there is a cost thing to it as well\n.\nAssuming you're going to be paying to use these models ,\nit just sometimes is simpler to have it make the result ,\nnot try to do like overviews and checks and follow ups .\nyou look at it yourself and then tell it what's wrong and tell\nit to fix it .\nHaving to just go all out and it trying to fix it adds a lot of\ntime and expense and tokens to the task , which maybe is more of\nbut I find that's something I've consistently had frustrations\nbut I find that's something I've consistently had frustrations\nwith as well as with the flash model where if I'm having them make\nlike a say street yeet, it's easier if they just spit the script\nout , I test it and say , Hey , the buildings are disappeared .\nand then it fixes it rather than it trying to go through and like\nwell let me try to spin up a headless browser and then I'll take\na screenshot and like do a heat map because it can't actually see\nit or some other function .\nSo it's a little token-happy.\nI did run it on the highest potential reasoning mode .\nSo that could be attributed to it as well , but I still would like\nto be able to do that without it like going all out to try to make\nsure it's polishing every aspect of the script because I want max\nperformance .\nI just don't need that level of depth .\nSo , that may be a personal complaint , but you know .\nSo , for the final thing , let's take a look at everything we spent\nfor the entirety of this test .\nWe can see right here that all cost 1 .\n91 .\nSo , that was pretty darn cheap .\nAnd you do have to remember this is going to be increased, their\nAPI prices .\nThey say significant increase expected , but I mean a significant\nincrease might be like , okay , the entirety of this test was 8\nor something , which is still in perspective not horrible .\nThe Qwen 2\n8B max test video that we did a few weeks ago or like a week or\ntwo ago that was about 32 .\nSo keep that in mind as well .\nThat may be a bit more performant than this , but there is going\nto be a pricing consideration as well .\nAnd this was very very very cheap .\nIt won't remain that cheap , but even if it gets five times as\nexpensive , it's still not horrible .\nI suppose that's going to conclude our first look and test of the\n0813 Deepseek V4 Pro model , the general availability version .\nAnd this is now out of preview .\nAnd that's just pretty exciting .\nBasically, now I think I'm going to test Grok 3\nbecause that also came out today.\nAnd then I believe Friday Qwen 2\n72B is coming out.\nSo that'll be exciting as well .\nSeems like there's been this has been like a pretty busy week in\nterms of model releases .\nSo that's cool also .\nAnd when MuseTalk 1\n2 comes out , that's going to be awesome .\nI don't know how big it is , but I'm very excited to try to run\nit locally .\nSo with that , if you have any questions , please feel free to\nleave them in the comments .\nAnd thanks for watching .",
  "language": "en",
  "duration": 2327.573313,
  "segments": [
    {
      "start": 0.0,
      "end": 0.634,
      "text": "shooting out.",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow",
      "text_original": "shooting out .",
      "correction_applied": true,
      "correction_source": "llm_correct_a_presegmentation"
    },
    {
      "start": 0.644,
      "end": 5.632,
      "text": "I believe that was something I've seen .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 5.642,
      "end": 8.524,
      "text": "The trees are quite reminiscent of a pool.",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow",
      "text_original": "The trees are quite reminiscent of a pooh .",
      "correction_applied": true,
      "correction_source": "llm_correct_a_presegmentation"
    },
    {
      "start": 8.534,
      "end": 12.562,
      "text": "DeepSeek V4 Pro has just been released in general availability version",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow",
      "text_original": "Deepseek V4 Pro has just been released in general available version",
      "correction_applied": true,
      "correction_source": "llm_correct_a_presegmentation"
    },
    {
      "start": 12.572,
      "end": 16.604,
      "text": ", which also happened with the V4 Flash model back about 12 or",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 16.614,
      "end": 19.161,
      "text": "13 days ago on 07/31.",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow",
      "text_original": "13 days ago on 0731 .",
      "correction_applied": true,
      "correction_source": "llm_correct_a_presegmentation"
    },
    {
      "start": 19.171,
      "end": 23.078,
      "text": "Now, that model when tested proved to be a significant",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow",
      "text_original": "Now , that model when tested proved to be a significant significant",
      "correction_applied": true,
      "correction_source": "llm_correct_a_presegmentation"
    },
    {
      "start": 23.088,
      "end": 26.516,
      "text": "increase in capability over the preview version that was previously",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 26.526,
      "end": 27.154,
      "text": "around .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 27.164,
      "end": 29.793,
      "text": "And today we're going to be finding out if the same can be said",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 29.803,
      "end": 34.292,
      "text": "for the newly updated checkpoint general availability for V4 Pro",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 34.302,
      "end": 35.87,
      "text": "dubbed 0813.",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow",
      "text_original": "dubbed0813 .",
      "correction_applied": true,
      "correction_source": "llm_correct_a_presegmentation"
    },
    {
      "start": 35.88,
      "end": 38.426,
      "text": "So before we get into it , do feel free to subscribe so we can",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 38.436,
      "end": 40.824,
      "text": "hit 70K and then 100K with the plaque .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 40.834,
      "end": 43.861,
      "text": "And with that , basically there's not a lot to say about this right",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 43.871,
      "end": 46.693,
      "text": "now because it seems to have been more or less silently released",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 46.703,
      "end": 47.057,
      "text": ".",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 47.067,
      "end": 49.535,
      "text": "There's no official announcement post yet on X ,",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 49.545,
      "end": 52.331,
      "text": "which I do believe is generally where we would see this .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 52.341,
      "end": 55.455,
      "text": "But they do mention here just on the website a couple references",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow",
      "text_original": "But they do mention here just in the website a couple references",
      "correction_applied": true,
      "correction_source": "llm_correct_a_presegmentation"
    },
    {
      "start": 55.465,
      "end": 59.385,
      "text": "to it where if you use this model identifier right here for V4",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 59.395,
      "end": 63.582,
      "text": "Pro, you are being routed to the new V4 Pro 0813 version.",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow",
      "text_original": "Pro , you are being routed to the new V4 Pro0813 version .",
      "correction_applied": true,
      "correction_source": "llm_correct_a_presegmentation"
    },
    {
      "start": 63.592,
      "end": 66.842,
      "text": "Additionally to that, it is also live on OpenRouter and this",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow",
      "text_original": "Additionally to that , it is also live on open router and this",
      "correction_applied": true,
      "correction_source": "llm_correct_a_presegmentation"
    },
    {
      "start": 66.852,
      "end": 70.103,
      "text": "makes me feel comfortable that it is actually genuinely released",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 70.113,
      "end": 71.977,
      "text": "and this is the model we're going to be using .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 71.987,
      "end": 74.26,
      "text": "So , from the bit of information we have right here ,",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 74.27,
      "end": 77.52,
      "text": "aside from just the model identifier now being today's date ,",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 77.53,
      "end": 80.812,
      "text": "depending on what locale one is in, we can see that the model has",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow",
      "text_original": "depending on what local one is in , we can see that the model has",
      "correction_applied": true,
      "correction_source": "llm_correct_a_presegmentation"
    },
    {
      "start": 80.822,
      "end": 84.764,
      "text": "a million context window with a maximum output length of 384K ,",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 84.774,
      "end": 86.135,
      "text": "which really is a lot .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 86.145,
      "end": 88.947,
      "text": "Now , something that can sometimes happen with DeepSeek ,",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 88.957,
      "end": 91.819,
      "text": "at least historically , is there may be a lot of thinking .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 91.829,
      "end": 94.211,
      "text": "Now , this does support selectable thinking modes ,",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 94.221,
      "end": 96.045,
      "text": "as you can see if we do click on this .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 96.055,
      "end": 98.12,
      "text": "So , it's possible to kind of tone that down ,",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 98.13,
      "end": 100.991,
      "text": "but in the interest of seeing the maximum potential performance",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 101.001,
      "end": 104.501,
      "text": ", all of our coding tasks for today are going to be run on this",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 104.511,
      "end": 105.697,
      "text": "maximum effort .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 105.707,
      "end": 109.047,
      "text": "Now , I want to mention the following with a grain of salt because",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 109.057,
      "end": 111.839,
      "text": "I cannot definitively confirm that this is ground truth ,",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 111.849,
      "end": 114.072,
      "text": "but I would imagine it probably is .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 114.082,
      "end": 117.261,
      "text": "There were some references and photos floating around which apparently",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 117.271,
      "end": 119.574,
      "text": "came from a group related to DeepSeek .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow",
      "text_original": "came from a group related to deepseek .",
      "correction_applied": true,
      "correction_source": "llm_correct_a_presegmentation"
    },
    {
      "start": 119.584,
      "end": 122.821,
      "text": "I believe they said it was a WeChat group about DeepSeek or something",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow",
      "text_original": "I believe they said it was a WeChat group about Deep Seek or something",
      "correction_applied": true,
      "correction_source": "llm_correct_a_presegmentation"
    },
    {
      "start": 122.831,
      "end": 123.104,
      "text": ".",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 123.114,
      "end": 126.572,
      "text": "And if this is to be believed , we can see that these would hypothetically",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 126.582,
      "end": 131.177,
      "text": "be the benchmark results for DeepSeek V4 Pro 0813 or the general",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow",
      "text_original": "be the benchmark results for Deepseek V4 Pro0813 or the general",
      "correction_applied": true,
      "correction_source": "llm_correct_a_presegmentation"
    },
    {
      "start": 131.187,
      "end": 132.448,
      "text": "availability model .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 132.458,
      "end": 135.625,
      "text": "And basically my main interest here is just seeing the leap in",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 135.635,
      "end": 140.225,
      "text": "capability over the V4 Pro preview to now because I was initially",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 140.235,
      "end": 144.272,
      "text": "disappointed with the V4 Pro Preview as well as the V4 Flash preview",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 144.282,
      "end": 144.59,
      "text": ".",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 144.6,
      "end": 147.843,
      "text": "They felt very undercooked and probably because they were named",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 147.853,
      "end": 148.319,
      "text": "preview .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 148.329,
      "end": 149.509,
      "text": "That's actually like fair .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 149.519,
      "end": 150.381,
      "text": "It makes sense .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 150.391,
      "end": 153.273,
      "text": "But again , I want to reiterate the leap in capability between",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 153.283,
      "end": 157.518,
      "text": "flash and then the 0731 general availability version of flash was",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 157.528,
      "end": 158.753,
      "text": "absolutely massive .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 158.763,
      "end": 162.495,
      "text": "This is like the best local model right now for like a dual 3090",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow",
      "text_original": "This is like the best local model right now for like a dual spark",
      "correction_applied": true,
      "correction_source": "llm_correct_a_presegmentation"
    },
    {
      "start": 162.505,
      "end": 162.914,
      "text": "setup .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 162.924,
      "end": 168.182,
      "text": "So I mean in a niche , you know , but still if that leaping capability",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 168.192,
      "end": 171.87,
      "text": "increase from 12 .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow",
      "text_original": "remains , then what we can see right here just in this deep sore",
      "correction_applied": true,
      "correction_source": "llm_correct_a_presegmentation"
    },
    {
      "start": 171.88,
      "end": 173.058,
      "text": "increase from 12 .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 173.068,
      "end": 174.571,
      "text": "8 to 62 .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 174.581,
      "end": 178.218,
      "text": "7 would then hypothetically put this above things like Opus 3 .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow",
      "text_original": "7 would then hypothetically put this above things like Opus 4 .",
      "correction_applied": true,
      "correction_source": "llm_correct_a_presegmentation"
    },
    {
      "start": 178.228,
      "end": 182.046,
      "text": "8 8 and make it very very competitive especially that this",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow",
      "text_original": "8 8 and make it very very competitive being especially that this",
      "correction_applied": true,
      "correction_source": "llm_correct_a_presegmentation"
    },
    {
      "start": 182.056,
      "end": 184.286,
      "text": "is an openweight model or will be .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 184.296,
      "end": 188.276,
      "text": "That's also extremely exciting because this is not like horrifically",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 188.286,
      "end": 192.098,
      "text": "gigantic I guess when considering things like Kimi K3 or Qwen",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow",
      "text_original": "gigantic I guess when considering things like Kimmy K3 or Quen",
      "correction_applied": true,
      "correction_source": "llm_correct_a_presegmentation"
    },
    {
      "start": 192.108,
      "end": 192.47,
      "text": "3 .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 192.48,
      "end": 193.291,
      "text": "2 .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow",
      "text_original": "8 Max .",
      "correction_applied": true,
      "correction_source": "llm_correct_a_presegmentation"
    },
    {
      "start": 193.301,
      "end": 194.587,
      "text": "It's still big at 1 .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 194.597,
      "end": 195.753,
      "text": "6 trillion parameters .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 195.763,
      "end": 199.089,
      "text": "It is a mixture of experts model with how many active ?",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 199.099,
      "end": 202.107,
      "text": "So if we do estimate that this is going to be the same size as",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 202.117,
      "end": 204.013,
      "text": "the preview version of V4 Pro .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 204.023,
      "end": 204.65,
      "text": "It's a 1 .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 204.66,
      "end": 208.49,
      "text": "6 trillion parameter mixture of experts model with 49 billion",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow",
      "text_original": "6 6 trillion parameter mixture of experts model with 49 billion",
      "correction_applied": true,
      "correction_source": "llm_correct_a_presegmentation"
    },
    {
      "start": 208.5,
      "end": 208.97,
      "text": "active .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 208.98,
      "end": 212.81,
      "text": "So it is still very very large but it's not as gigantic as like",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 212.82,
      "end": 215.284,
      "text": "closing in on a 3 trillion parameter model.",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow",
      "text_original": "the closing in on 3 trillion parameter model .",
      "correction_applied": true,
      "correction_source": "llm_correct_a_presegmentation"
    },
    {
      "start": 215.294,
      "end": 218.623,
      "text": "So additionally to that pricing and this is something that we need",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 218.633,
      "end": 221.962,
      "text": "to basically take just as it is right now because they mention",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 221.972,
      "end": 224.985,
      "text": "and have been for quite a bit of time that their API pricing is",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 224.995,
      "end": 227.289,
      "text": "going to be significantly increased soon .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 227.299,
      "end": 230.469,
      "text": "Now significantly is relative to what it currently is which is",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 230.479,
      "end": 232.536,
      "text": "like very very very cheap .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 232.546,
      "end": 236.036,
      "text": "So , right now , pricing per million input tokens for DeepSeek",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 236.046,
      "end": 239.25,
      "text": "V4 Pro is 0.43",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow",
      "text_original": "V4 Pro is 4 .",
      "correction_applied": true,
      "correction_source": "llm_correct_a_presegmentation"
    },
    {
      "start": 239.26,
      "end": 240.08,
      "text": "35 .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 240.09,
      "end": 241.178,
      "text": "So , okay .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 241.188,
      "end": 244.652,
      "text": "No , I know what this is , but like last time I messed up on this",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 244.662,
      "end": 248.456,
      "text": "one and I said it was 2 cents and it wasn't and then I got roasted",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 248.466,
      "end": 248.734,
      "text": ".",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 248.744,
      "end": 254.347,
      "text": "So, this is 43 cents per million input tokens and 87 cents per",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow",
      "text_original": "So , this is Z 43 cents per million input tokens and 87 cents per",
      "correction_applied": true,
      "correction_source": "llm_correct_a_presegmentation"
    },
    {
      "start": 254.357,
      "end": 256.433,
      "text": "million output tokens is the current price .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 256.443,
      "end": 259.162,
      "text": "Now , if this gets like a significant increase ,",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 259.172,
      "end": 262.452,
      "text": "say it goes up like five or 10 times , it would still hypothetically",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 262.462,
      "end": 263.335,
      "text": "be competitive .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 263.345,
      "end": 266.063,
      "text": "So , it's all relative to what it currently costs .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 266.073,
      "end": 268.793,
      "text": "And with that, I am going to be using this from within Cursor",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow",
      "text_original": "And with that , I am going to be using this from within Codeex",
      "correction_applied": true,
      "correction_source": "llm_correct_a_presegmentation"
    },
    {
      "start": 268.803,
      "end": 269.035,
      "text": ".",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 269.045,
      "end": 273.137,
      "text": "When we tested V4 Flash , the general availability model on the",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 273.147,
      "end": 276.656,
      "text": "31st of July, I did also use it through Cursor because I believe",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow",
      "text_original": "31st of July , I did also use it through Codeex because I believe",
      "correction_applied": true,
      "correction_source": "llm_correct_a_presegmentation"
    },
    {
      "start": 276.666,
      "end": 279.505,
      "text": "they had suggested to do so and the performance was very ,",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 279.515,
      "end": 280.85,
      "text": "very good .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 280.86,
      "end": 281.879,
      "text": "I was happy with it .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 281.889,
      "end": 284.381,
      "text": "So, I'm going to be using Cursor as well for this.",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow",
      "text_original": "So , I'm going to be using Codeex as well for this .",
      "correction_applied": true,
      "correction_source": "llm_correct_a_presegmentation"
    },
    {
      "start": 284.391,
      "end": 289.124,
      "text": "Now I should also mention that they did release in beta a desktop",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 289.134,
      "end": 291.27,
      "text": "app for Cursor or ChatGPT.",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow",
      "text_original": "app for codeex or chatgpt .",
      "correction_applied": true,
      "correction_source": "llm_correct_a_presegmentation"
    },
    {
      "start": 291.28,
      "end": 294.288,
      "text": "So I also have it routed and working through this desktop app as",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 294.298,
      "end": 297.142,
      "text": "well and it is doing a skate game for us in C++.",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow",
      "text_original": "well and it is doing a skate game for us in C .",
      "correction_applied": true,
      "correction_source": "llm_correct_a_presegmentation"
    },
    {
      "start": 297.152,
      "end": 299.099,
      "text": "I would imagine that will take quite a bit of time .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 299.109,
      "end": 301.791,
      "text": "So I did just want to start it and verify this app was actually",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 301.801,
      "end": 304.482,
      "text": "working properly on this system and it does seem to .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 304.492,
      "end": 309.43,
      "text": "So keep in mind any mention of GPT or Cursor here is routed directly",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow",
      "text_original": "So keep in mind any mention of GPT or codecs here is routed directly",
      "correction_applied": true,
      "correction_source": "llm_correct_a_presegmentation"
    },
    {
      "start": 309.44,
      "end": 313.03,
      "text": "to DeepSeek on max reasoning effort for the 0813 model .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 313.04,
      "end": 315.355,
      "text": "And with that , let's take a look at our Okay ,",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 315.365,
      "end": 321.369,
      "text": "so apparently the OpenAI beta application set itself to be the",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 321.379,
      "end": 323.501,
      "text": "default for all file types .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 323.511,
      "end": 324.525,
      "text": "That's infuriating .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 324.535,
      "end": 325.122,
      "text": "All right .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 325.132,
      "end": 326.06,
      "text": "All right .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 326.07,
      "end": 327.355,
      "text": "Very Gen 3",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow",
      "text_original": "Very Quen 3 .",
      "correction_applied": true,
      "correction_source": "llm_correct_a_presegmentation"
    },
    {
      "start": 327.365,
      "end": 328.772,
      "text": "aesthetic",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow",
      "text_original": "8 aesthetic .",
      "correction_applied": true,
      "correction_source": "llm_correct_a_presegmentation"
    },
    {
      "start": 328.782,
      "end": 331.642,
      "text": "I'm going to turn sound on because I did see some mentions of it",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 331.652,
      "end": 334.833,
      "text": "just talking about like sounds .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 334.843,
      "end": 335.071,
      "text": "All right .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 335.081,
      "end": 337.146,
      "text": "It starts in our notepad .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 337.156,
      "end": 338.9,
      "text": "Can we resize this ?",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 338.91,
      "end": 339.618,
      "text": "All right .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 339.628,
      "end": 340.257,
      "text": "Acceptable .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 340.267,
      "end": 341.293,
      "text": "Minimize .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 341.303,
      "end": 342.41,
      "text": "Unminimize .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 342.42,
      "end": 342.968,
      "text": "Good .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 342.978,
      "end": 343.686,
      "text": "The big one .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 343.696,
      "end": 345.281,
      "text": "Is there a right click ?",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 345.291,
      "end": 348.72,
      "text": "Yeah , there is .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 348.73,
      "end": 351.898,
      "text": "There is also the correct date and time in my local in the bottom",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 351.908,
      "end": 352.137,
      "text": "right .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 352.147,
      "end": 355.011,
      "text": "And there is what I would imagine here to probably be the special",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 355.021,
      "end": 355.41,
      "text": "feature .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 355.42,
      "end": 357.326,
      "text": "It is the holographic desktop feature .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 357.336,
      "end": 359.002,
      "text": "So , we will save that for last .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 359.012,
      "end": 362.275,
      "text": "Let's start out by looking at the files app , which I don't think",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 362.285,
      "end": 364.909,
      "text": "I've seen a files icon that looks like this before .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 364.919,
      "end": 365.309,
      "text": "All right .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 365.319,
      "end": 368.422,
      "text": "We have some nice transparency to the application backgrounds and",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 368.432,
      "end": 371.462,
      "text": "definitely a nice synth wave theme , which I do personally like",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 371.472,
      "end": 371.621,
      "text": ".",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 371.631,
      "end": 374.343,
      "text": "So , unfortunately , it seems our fake file system is just static",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 374.353,
      "end": 375.465,
      "text": "and we can't browse through it .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 375.475,
      "end": 377.866,
      "text": "Nonetheless , can we create new things in it ?",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 377.876,
      "end": 378.587,
      "text": "Okay , we can .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 378.597,
      "end": 381.228,
      "text": "Can we remove the new things we created ?",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 381.238,
      "end": 382.749,
      "text": "We also can .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 382.759,
      "end": 385.951,
      "text": "Can we remove things that were there by default ?",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 385.961,
      "end": 386.591,
      "text": "Yeah , we can .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 386.601,
      "end": 387.231,
      "text": "All right , cool .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 387.241,
      "end": 388.431,
      "text": "That makes me a little happier .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 388.441,
      "end": 390.431,
      "text": "And then up would just go there .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 390.441,
      "end": 390.99,
      "text": "Oh , okay .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 391.0,
      "end": 392.59,
      "text": "Not bad .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 392.6,
      "end": 395.31,
      "text": "Decent bit of immersion , at least in terms of what directories",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 395.32,
      "end": 397.498,
      "text": "would exist were this a real computer .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 397.508,
      "end": 400.662,
      "text": "Notepad we did kind of see because it opened with this just to",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 400.672,
      "end": 401.716,
      "text": "give us some information .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 401.726,
      "end": 404.203,
      "text": "The only thing I like to see is will it save it as a text file",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 404.213,
      "end": 405.238,
      "text": "on the system .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 405.248,
      "end": 406.988,
      "text": "No such directory .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 406.998,
      "end": 409.138,
      "text": "Didn't I delete the documents directory ?",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 409.148,
      "end": 410.252,
      "text": "Hold on a second .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 410.262,
      "end": 411.209,
      "text": "That's okay .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 411.219,
      "end": 413.04,
      "text": "Oh , it remembered that I did that .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 413.05,
      "end": 414.203,
      "text": "I might have messed that up .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 414.213,
      "end": 416.084,
      "text": "So that's going to be that's on me .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 416.094,
      "end": 417.132,
      "text": "Uh okay .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 417.142,
      "end": 420.112,
      "text": "This right here is just not right .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 420.122,
      "end": 423.495,
      "text": "It should not have a like visible text box .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 423.505,
      "end": 424.945,
      "text": "That happens sometimes .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 424.955,
      "end": 426.637,
      "text": "Help did give us things .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 426.647,
      "end": 429.42,
      "text": "Let's just do neofetch .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow",
      "text_original": "Let's just do Neoetch .",
      "correction_applied": true,
      "correction_source": "llm_correct_a_presegmentation"
    },
    {
      "start": 429.43,
      "end": 433.636,
      "text": "That's actually pretty well done right there .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 433.646,
      "end": 436.299,
      "text": "Neofetch or Neofetch .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow",
      "text_original": "Nebula or Nebula .",
      "correction_applied": true,
      "correction_source": "llm_correct_a_presegmentation"
    },
    {
      "start": 436.309,
      "end": 437.63,
      "text": "Neofetch .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow",
      "text_original": "Needula .",
      "correction_applied": true,
      "correction_source": "llm_correct_a_presegmentation"
    },
    {
      "start": 437.64,
      "end": 439.674,
      "text": "Still , that's that's actually all right .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 439.684,
      "end": 441.545,
      "text": "I'm just being kind of mean .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 441.555,
      "end": 442.653,
      "text": "Memory .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 442.663,
      "end": 444.355,
      "text": "This is fine .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 444.365,
      "end": 447.928,
      "text": "Oh , it actually put a bit of cleverness in there .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 447.938,
      "end": 448.552,
      "text": "1 .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 448.562,
      "end": 450.142,
      "text": "44 megs out of infinity .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 450.152,
      "end": 450.822,
      "text": "This is fine .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 450.832,
      "end": 453.854,
      "text": "Isn't that how much an old school floppy disc would hold ?",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow",
      "text_original": "Isn't that how much a old school floppy disc would hold ?",
      "correction_applied": true,
      "correction_source": "llm_correct_a_presegmentation"
    },
    {
      "start": 453.864,
      "end": 455.914,
      "text": "I don't know cuz those are older than me .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 455.924,
      "end": 457.735,
      "text": "Next up , calculator .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 457.745,
      "end": 464.72,
      "text": "Okay , so 47 47 47 8 8 8 376 .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 464.73,
      "end": 467.424,
      "text": "I haven't done one of these in a while divided by six .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 467.434,
      "end": 471.519,
      "text": "All right , settings .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 471.529,
      "end": 474.188,
      "text": "Definitely seeing a bit of like Qwen 2.5",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow",
      "text_original": "Definitely seeing a bit of like Quen 3 .",
      "correction_applied": true,
      "correction_source": "llm_correct_a_presegmentation"
    },
    {
      "start": 474.198,
      "end": 477.171,
      "text": "8B in here just in terms of some of the style here.",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow",
      "text_original": "8 in here just in terms of some of the style here .",
      "correction_applied": true,
      "correction_source": "llm_correct_a_presegmentation"
    },
    {
      "start": 477.181,
      "end": 481.348,
      "text": "What is that and why do I like it ?",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 481.358,
      "end": 481.921,
      "text": "Aurora .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 481.931,
      "end": 483.068,
      "text": "Oh , okay .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 483.078,
      "end": 486.262,
      "text": "Sunset City .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 486.272,
      "end": 489.456,
      "text": "This No one would understand that reference .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 489.466,
      "end": 492.405,
      "text": "This looks like something one of my friends in high school was",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 492.415,
      "end": 493.796,
      "text": "making as a game project .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 493.806,
      "end": 497.564,
      "text": "It actually looks like a ton like the splash screen for his project",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 497.574,
      "end": 497.891,
      "text": ".",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 497.901,
      "end": 501.413,
      "text": "We have customizable accents as well .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 501.423,
      "end": 504.117,
      "text": "Difficulty easy , normal , and hard .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 504.127,
      "end": 505.1,
      "text": "Oh , for games .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 505.11,
      "end": 508.146,
      "text": "Okay , I probably set it to easy as you may be familiar with my",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 508.156,
      "end": 509.912,
      "text": "quick to anger game playing style .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 509.922,
      "end": 511.862,
      "text": "Next up , let's try our games .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 511.872,
      "end": 513.384,
      "text": "The speaker is on .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 513.394,
      "end": 517.354,
      "text": "So , City Heist .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 517.364,
      "end": 524.554,
      "text": "Oh , you absolute .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 524.564,
      "end": 524.948,
      "text": "Okay .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 524.958,
      "end": 529.678,
      "text": "So , you have to press enter to start and not click the button",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 529.688,
      "end": 530.966,
      "text": ".",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 530.976,
      "end": 532.446,
      "text": "Please shift gears .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 532.456,
      "end": 533.827,
      "text": "Ah , okay .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 533.837,
      "end": 540.337,
      "text": "Okay .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 540.347,
      "end": 540.83,
      "text": "All right .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 540.84,
      "end": 551.955,
      "text": "It's Oh , cool .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 551.965,
      "end": 553.847,
      "text": "Oh , okay .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 553.857,
      "end": 562.891,
      "text": "It's troubled, but the sounds for like the smack are kind",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow",
      "text_original": "It's troubled , but but the sounds for like the smack are kind",
      "correction_applied": true,
      "correction_source": "llm_correct_a_presegmentation"
    },
    {
      "start": 562.901,
      "end": 563.407,
      "text": "of funny .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 563.417,
      "end": 565.16,
      "text": "Like , all right .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 565.17,
      "end": 568.443,
      "text": "And we wrecked and we only grabbed a 100 red out of a thousand,",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow",
      "text_original": "And we wrecked and we only grabbed a 100red out of a thousand ,",
      "correction_applied": true,
      "correction_source": "llm_correct_a_presegmentation"
    },
    {
      "start": 568.453,
      "end": 569.466,
      "text": "but it did work .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 569.476,
      "end": 572.3,
      "text": "So , keep in mind we need to press enter to play these games and",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 572.31,
      "end": 574.74,
      "text": "not hit the button that says launch .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 574.75,
      "end": 576.098,
      "text": "Oh .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 576.108,
      "end": 583.897,
      "text": "Oh , all right .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 583.907,
      "end": 585.95,
      "text": "Do I go through these ?",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 585.96,
      "end": 586.272,
      "text": "Yeah .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 586.282,
      "end": 588.364,
      "text": "I I just assume based on the sounds .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 588.374,
      "end": 591.019,
      "text": "I wonder if that's how like dogs are since they don't understand",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 591.029,
      "end": 591.744,
      "text": "language .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 591.754,
      "end": 594.64,
      "text": "But like that to me seemed like a positive reinforcement sound",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 594.65,
      "end": 594.801,
      "text": ".",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 594.811,
      "end": 596.331,
      "text": "So , it makes me want to do it more .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 596.341,
      "end": 599.388,
      "text": "And I think we did just discover something about how dog brains",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow",
      "text_original": "And I think we did just discover something about how dog sprains",
      "correction_applied": true,
      "correction_source": "llm_correct_a_presegmentation"
    },
    {
      "start": 599.398,
      "end": 601.803,
      "text": "work .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 601.813,
      "end": 603.654,
      "text": "Okay , the score .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 603.664,
      "end": 607.194,
      "text": "I don't know that we need that many decimal points just to show",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 607.204,
      "end": 607.677,
      "text": "a score .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 607.687,
      "end": 612.424,
      "text": "I think maybe just rounding up to 734 or down would have been acceptable",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 612.434,
      "end": 616.455,
      "text": ", but I applaud it for its intricacy .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 616.465,
      "end": 617.665,
      "text": "And then , oh , read me .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 617.675,
      "end": 620.891,
      "text": "Okay , so our special feature is something like holographic .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 620.901,
      "end": 623.794,
      "text": "And I would imagine having a couple apps open just when we trigger",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 623.804,
      "end": 625.408,
      "text": "that is probably the move .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 625.418,
      "end": 627.747,
      "text": "So , oh yeah .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 627.757,
      "end": 628.149,
      "text": "All right .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 628.159,
      "end": 630.248,
      "text": "So , it just puts like an interesting card effect .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 630.258,
      "end": 631.457,
      "text": "This is what it looks like .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 631.467,
      "end": 634.199,
      "text": "This looks like an Apple Vision Pro like app demo .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 634.209,
      "end": 637.647,
      "text": "This is the way they look from inside the Vision Pro headset .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 637.657,
      "end": 642.548,
      "text": "Um , just if you have used one , you may resonate with what I'm",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 642.558,
      "end": 643.655,
      "text": "saying .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 643.665,
      "end": 644.208,
      "text": "Okay .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 644.218,
      "end": 646.025,
      "text": "Overall , it was fine .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 646.035,
      "end": 646.973,
      "text": "Everything worked .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 646.983,
      "end": 648.159,
      "text": "Nothing really blew me away .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 648.169,
      "end": 651.399,
      "text": "But again , that may be a limitation of the test and less of a",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 651.409,
      "end": 652.506,
      "text": "limitation of the model .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 652.516,
      "end": 655.131,
      "text": "So alas , huh , it's kind of neat .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 655.141,
      "end": 656.052,
      "text": "We will continue .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 656.062,
      "end": 658.312,
      "text": "So our skateboard game is still going .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 658.322,
      "end": 662.097,
      "text": "And again, I'm using this with the newly released beta version",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow",
      "text_original": "And again , I'm using this with the newly releasleased beta version",
      "correction_applied": true,
      "correction_source": "llm_correct_a_presegmentation"
    },
    {
      "start": 662.107,
      "end": 663.985,
      "text": "of the chat GPT desktop app .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 663.995,
      "end": 666.286,
      "text": "I would imagine this will take quite a bit of time .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 666.296,
      "end": 669.486,
      "text": "So let's check to see just like Oh no , cuz we already had looked",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 669.496,
      "end": 670.202,
      "text": "at the cost .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 670.212,
      "end": 673.929,
      "text": "And keep in mind this is partially for the skate game as well as",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 673.939,
      "end": 674.717,
      "text": "the browser OS .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 674.727,
      "end": 677.655,
      "text": "So 20 cents total across two separate tasks .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 677.665,
      "end": 678.945,
      "text": "One which is still ongoing .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 678.955,
      "end": 679.231,
      "text": "All right .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 679.241,
      "end": 684.748,
      "text": "So , after 68 minutes and 24 seconds , Skate NYC is complete .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 684.758,
      "end": 686.11,
      "text": "So , oh , you idiot .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 686.12,
      "end": 690.886,
      "text": "You spoiled it with these screenshots and you don't even have vision",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 690.896,
      "end": 691.363,
      "text": ".",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 691.373,
      "end": 692.915,
      "text": "I'm infuriated .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 692.925,
      "end": 696.637,
      "text": "Nonetheless , now that we know what the game looks like ,",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 696.647,
      "end": 700.152,
      "text": "I had to stop myself from saying something a little more colorful",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 700.162,
      "end": 700.565,
      "text": ".",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 700.575,
      "end": 704.147,
      "text": "Let's just take a peek at at the game .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 704.157,
      "end": 707.331,
      "text": "All right , so here's our NYC skate game .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 707.341,
      "end": 708.605,
      "text": "Should be in outputs , right ?",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 708.615,
      "end": 711.232,
      "text": "Yes .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 711.242,
      "end": 712.665,
      "text": "All right .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 712.675,
      "end": 716.804,
      "text": "It's not quite as good as the Qwen 2.5",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow",
      "text_original": "It's not quite as good as the Quen 3 .",
      "correction_applied": true,
      "correction_source": "llm_correct_a_presegmentation"
    },
    {
      "start": 716.814,
      "end": 724.335,
      "text": "model, but that model does have 800 billion more parameters",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow",
      "text_original": "8 model , but that model does have 800 billion more parameters",
      "correction_applied": true,
      "correction_source": "llm_correct_a_presegmentation"
    },
    {
      "start": 724.345,
      "end": 724.718,
      "text": ".",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 724.728,
      "end": 727.101,
      "text": "Does that say NYC skate on the ground ?",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 727.111,
      "end": 728.415,
      "text": "It's inverted , but it does .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 728.425,
      "end": 730.798,
      "text": "And it says established 1999 .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 730.808,
      "end": 731.175,
      "text": "All right .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 731.185,
      "end": 732.28,
      "text": "Uhoh .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 732.29,
      "end": 736.396,
      "text": "Sounded like the beginning of a Van Halen song",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow",
      "text_original": "Sounded like the beginning of uh the Van Halen song .",
      "correction_applied": true,
      "correction_source": "llm_correct_a_presegmentation"
    },
    {
      "start": 736.406,
      "end": 738.84,
      "text": "I don't know what exactly it is",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow",
      "text_original": "I don't know what exactly is .",
      "correction_applied": true,
      "correction_source": "llm_correct_a_presegmentation"
    },
    {
      "start": 738.85,
      "end": 739.773,
      "text": "All right .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 739.783,
      "end": 742.766,
      "text": "Uh , let's just maybe not do that same thing .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 742.776,
      "end": 744.02,
      "text": "There are sound effects , though .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 744.03,
      "end": 745.431,
      "text": "I don't normally hear sound effects .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 745.441,
      "end": 747.626,
      "text": "Can we actually move around?",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow",
      "text_original": "Can we actually move beyond ?",
      "correction_applied": true,
      "correction_source": "llm_correct_a_presegmentation"
    },
    {
      "start": 747.636,
      "end": 748.097,
      "text": "All right .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 748.107,
      "end": 749.273,
      "text": "Not quite .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 749.283,
      "end": 752.176,
      "text": "I will say it's not wonderful .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 752.186,
      "end": 753.533,
      "text": "Oh , that's actually kind of cool , though .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 753.543,
      "end": 757.247,
      "text": "The way it like stylized the game title .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 757.257,
      "end": 757.747,
      "text": "Nice .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 757.757,
      "end": 760.675,
      "text": "Nice .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 760.685,
      "end": 763.89,
      "text": "Well , we don't need to do the drum kit sim .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 763.9,
      "end": 773.313,
      "text": "The trees are quite reminiscent of a poo, if I were to be honest",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow",
      "text_original": "The trees are quite reminiscent of a poo if I were to be honest",
      "correction_applied": true,
      "correction_source": "llm_correct_a_presegmentation"
    },
    {
      "start": 773.323,
      "end": 782.09,
      "text": ", but all right , the the legs are like kicking .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 782.1,
      "end": 785.018,
      "text": "This may be the funniest skate game result we've ever seen ,",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 785.028,
      "end": 786.283,
      "text": "which is , you know , something .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 786.293,
      "end": 788.419,
      "text": "All right , we have a street sign there .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 788.429,
      "end": 792.69,
      "text": "The text is a little sideways , as are the building faces .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 792.7,
      "end": 794.589,
      "text": "This is definitely a troubled result .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 794.599,
      "end": 797.436,
      "text": "However , I do like the water fountain shooting out .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 797.446,
      "end": 801.988,
      "text": "I believe that was something I've seen .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 801.998,
      "end": 802.894,
      "text": "Okay .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 802.904,
      "end": 803.636,
      "text": "All right .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 803.646,
      "end": 806.15,
      "text": "I've seen that in, I think, the Qwen result.",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow",
      "text_original": "I've seen that in I think the Quen result .",
      "correction_applied": true,
      "correction_source": "llm_correct_a_presegmentation"
    },
    {
      "start": 806.16,
      "end": 809.357,
      "text": "Now , here's what I would like to just quickly do for some reference",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 809.367,
      "end": 809.634,
      "text": ".",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 809.644,
      "end": 813.987,
      "text": "This is the result we received for the C++ skateboard test from the",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow",
      "text_original": "This is the result we received for the C skateboard test from the",
      "correction_applied": true,
      "correction_source": "llm_correct_a_presegmentation"
    },
    {
      "start": 813.997,
      "end": 816.62,
      "text": "preview version of DeepSeek V4.",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow",
      "text_original": "preview version of Deep Seek V4 .",
      "correction_applied": true,
      "correction_source": "llm_correct_a_presegmentation"
    },
    {
      "start": 816.63,
      "end": 817.659,
      "text": "We can see right here .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 817.669,
      "end": 819.738,
      "text": "I'm going to turn the speaker off .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 819.748,
      "end": 821.258,
      "text": "This is pretty bad .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 821.268,
      "end": 825.257,
      "text": "It was like so bad that I actually remember to go to this specific",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 825.267,
      "end": 826.777,
      "text": "thing just to showcase it .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 826.787,
      "end": 831.256,
      "text": "So, the leap in capability based off of what we see right here",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow",
      "text_original": "So , the leap in capability based off of what we see right here",
      "correction_applied": true,
      "correction_source": "llm_correct_a_presegmentation"
    },
    {
      "start": 831.266,
      "end": 834.85,
      "text": "to what we just saw in the skate game that it had created for us",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 834.86,
      "end": 838.374,
      "text": ", which we can just look at in these screenshots here is still",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 838.384,
      "end": 839.254,
      "text": "pretty significant .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 839.264,
      "end": 841.653,
      "text": "Next up , I'm giving it the Subway FPS test .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 841.663,
      "end": 843.653,
      "text": "I've also added on to the end of the prompt .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 843.663,
      "end": 845.492,
      "text": "Don't worry about checking over the script .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 845.502,
      "end": 848.132,
      "text": "I will manually check it and if there are issues I will report",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 848.142,
      "end": 851.491,
      "text": "them back to you, just because this will really extend every",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow",
      "text_original": "them back to you just because this will really like extend every",
      "correction_applied": true,
      "correction_source": "llm_correct_a_presegmentation"
    },
    {
      "start": 851.501,
      "end": 856.228,
      "text": "single result by like two times in terms of time-wise length",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow",
      "text_original": "single result by like two times in terms of like timewise length",
      "correction_applied": true,
      "correction_source": "llm_correct_a_presegmentation"
    },
    {
      "start": 856.238,
      "end": 859.808,
      "text": "just in the interest of something I could do visually in like 5",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 859.818,
      "end": 861.402,
      "text": "seconds and then be like hey this doesn't work .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 861.412,
      "end": 864.671,
      "text": "So we're going to do that just to maybe like keep things a little",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 864.681,
      "end": 865.148,
      "text": "tighter .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 865.158,
      "end": 868.257,
      "text": "All right so it did finish the Subway FPS game .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 868.267,
      "end": 871.127,
      "text": "The problem is it just keeps trying to do like troubleshooting",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 871.137,
      "end": 874.635,
      "text": "which it's not good at doing on this system for some reason .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 874.645,
      "end": 877.302,
      "text": "All right , let's check out our subway FPS .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 877.312,
      "end": 879.101,
      "text": "Main Rand Avenue.",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow",
      "text_original": "M Rand Avenue .",
      "correction_applied": true,
      "correction_source": "llm_correct_a_presegmentation"
    },
    {
      "start": 879.111,
      "end": 882.547,
      "text": "All right , going to turn the speaker on .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 882.557,
      "end": 884.063,
      "text": "So , it gave us two options .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 884.073,
      "end": 886.536,
      "text": "We can either explore the station .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 886.546,
      "end": 890.525,
      "text": "Okay, it's... Hey, you know what?",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow",
      "text_original": "Okay , it's Hey , you know what ?",
      "correction_applied": true,
      "correction_source": "llm_correct_a_presegmentation"
    },
    {
      "start": 890.535,
      "end": 894.913,
      "text": "I think that is the best subway car that I've ever seen drawn in",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 894.923,
      "end": 896.269,
      "text": "this test .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 896.279,
      "end": 898.623,
      "text": "And you're going to be like , well , it doesn't look that great",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 898.633,
      "end": 898.902,
      "text": ".",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 898.912,
      "end": 899.461,
      "text": "I know .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 899.471,
      "end": 901.534,
      "text": "It's just that they never really include these .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 901.544,
      "end": 903.769,
      "text": "And when they do , they're not really very good .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 903.779,
      "end": 906.801,
      "text": "So this... actually, what was that?",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow",
      "text_original": "So this actually what was that ?",
      "correction_applied": true,
      "correction_source": "llm_correct_a_presegmentation"
    },
    {
      "start": 906.811,
      "end": 910.87,
      "text": "If that thing starts moving I would have probably become more excited",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 910.88,
      "end": 915.177,
      "text": "than would be reasonable for you know responding to such thing",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 915.187,
      "end": 915.736,
      "text": ".",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 915.746,
      "end": 916.853,
      "text": "This is very clean .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 916.863,
      "end": 917.49,
      "text": "It's simple .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 917.5,
      "end": 920.044,
      "text": "It's nothing that's blowing me away to be completely honest with",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 920.054,
      "end": 920.284,
      "text": "you .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 920.294,
      "end": 921.56,
      "text": "Queens Boulevard line .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 921.57,
      "end": 921.88,
      "text": "Okay .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 921.89,
      "end": 922.677,
      "text": "We have stairs .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 922.687,
      "end": 925.15,
      "text": "We have some lighting elements and things of the sort .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 925.16,
      "end": 928.341,
      "text": "We have exits if you want to go that side.",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow",
      "text_original": "We have ace if you want to go that side .",
      "correction_applied": true,
      "correction_source": "llm_correct_a_presegmentation"
    },
    {
      "start": 928.351,
      "end": 934.407,
      "text": "And then tunnels, like indicators for the train, a trash bin.",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow",
      "text_original": "And then tunnels like indicators for the train's trash bin .",
      "correction_applied": true,
      "correction_source": "llm_correct_a_presegmentation"
    },
    {
      "start": 934.417,
      "end": 937.121,
      "text": "Floating particles more simple .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 937.131,
      "end": 938.799,
      "text": "And we can't go up the stairs , which is fine .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 938.809,
      "end": 939.677,
      "text": "We don't want to .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 939.687,
      "end": 943.909,
      "text": "Now , of course , the other feature that was included here is the",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 943.919,
      "end": 945.106,
      "text": "FPS .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 945.116,
      "end": 948.381,
      "text": "So, let's go back to the menu and then enter the survival FPS.",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow",
      "text_original": "So , let's go back to menu and then enter the survival FPS .",
      "correction_applied": true,
      "correction_source": "llm_correct_a_presegmentation"
    },
    {
      "start": 948.391,
      "end": 950.377,
      "text": "Let's see if it changes the lighting or anything .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 950.387,
      "end": 951.336,
      "text": "Oh my .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 951.346,
      "end": 953.012,
      "text": "That's a good weapon model .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 953.022,
      "end": 954.37,
      "text": "Does it ?",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 954.38,
      "end": 954.769,
      "text": "How ?",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 954.779,
      "end": 957.484,
      "text": "Oh , it does .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 957.494,
      "end": 959.48,
      "text": "I think .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 959.49,
      "end": 961.237,
      "text": "Yeah , it does .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 961.247,
      "end": 962.595,
      "text": "It's like smooth now .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 962.605,
      "end": 963.951,
      "text": "I don't see any enemies .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 963.961,
      "end": 965.149,
      "text": "Look at when we run .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 965.159,
      "end": 967.865,
      "text": "It's like a waddle .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 967.875,
      "end": 968.263,
      "text": "All right .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 968.273,
      "end": 972.895,
      "text": "So , uh the big thing I'm noticing here is there are no zombie",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 972.905,
      "end": 973.454,
      "text": "enemies .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 973.464,
      "end": 977.047,
      "text": "So , good reload .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 977.057,
      "end": 982.877,
      "text": "The waddle is just kind of funny .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 982.887,
      "end": 984.314,
      "text": "Weird .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 984.324,
      "end": 984.792,
      "text": "Hey , look .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 984.802,
      "end": 986.471,
      "text": "There are shell casings that actually drop .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 986.481,
      "end": 987.672,
      "text": "That's kind of cool .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 987.682,
      "end": 990.235,
      "text": "All right, this is like... yeah, it's kind of mid.",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow",
      "text_original": "All right , this is like Yeah , it's kind of mid .",
      "correction_applied": true,
      "correction_source": "llm_correct_a_presegmentation"
    },
    {
      "start": 990.245,
      "end": 993.279,
      "text": "So , I'm going to give it a feedback piece .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 993.289,
      "end": 996.162,
      "text": "Now , I stopped it because it was just like it had finished and",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 996.172,
      "end": 998.925,
      "text": "it was like I can't use this in the headless environment to check",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 998.935,
      "end": 999.045,
      "text": ".",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 999.055,
      "end": 1001.608,
      "text": "And at that point , it's easier to just check it and tell it what's",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1001.618,
      "end": 1002.809,
      "text": "wrong .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1002.819,
      "end": 1004.332,
      "text": "So , I'll give it that honest feedback .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1004.342,
      "end": 1008.255,
      "text": "So , supposedly our fixed and polished version of the Subway FPS",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1008.265,
      "end": 1009.376,
      "text": "is completed .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1009.386,
      "end": 1011.138,
      "text": "Let's just take a peek at it .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1011.148,
      "end": 1012.584,
      "text": "The sound is on .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1012.594,
      "end": 1013.46,
      "text": "All right .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1013.47,
      "end": 1014.013,
      "text": "Interesting .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1014.023,
      "end": 1016.46,
      "text": "I think it swapped the positioning of the buttons .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1016.47,
      "end": 1020.13,
      "text": "So , all right .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1020.14,
      "end": 1021.015,
      "text": "Seven hostiles .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1021.025,
      "end": 1022.626,
      "text": "It's showing me in the top right .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1022.636,
      "end": 1027.212,
      "text": "I unfortunately just can't locate them .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1027.222,
      "end": 1029.867,
      "text": "I would have expected it to have done better .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1029.877,
      "end": 1032.362,
      "text": "And again , this is one where we could go back and reference the",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1032.372,
      "end": 1034.615,
      "text": "previous model of this .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1034.625,
      "end": 1038.639,
      "text": "So , basically the preview version , it was significantly less",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1038.649,
      "end": 1042.583,
      "text": "detailed than this was .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1042.593,
      "end": 1046.043,
      "text": "though unfortunately we don't have enemies and given the amount",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1046.053,
      "end": 1049.251,
      "text": "of time it took as well as the kind of multiple times I told it",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1049.261,
      "end": 1052.375,
      "text": "there were no enemies, I'm regrettably going to call this one a next up.",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow",
      "text_original": "there were no enemies I'm regrettably going to call this one next",
      "correction_applied": true,
      "correction_source": "llm_correct_a_presegmentation"
    },
    {
      "start": 1052.385,
      "end": 1056.126,
      "text": "Now I'm giving this a difficult task to create a 3D model of an",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow",
      "text_original": "up I'm giving this a difficult task to create a 3D model of an",
      "correction_applied": true,
      "correction_source": "llm_correct_a_presegmentation"
    },
    {
      "start": 1056.136,
      "end": 1060.866,
      "text": "RB26 inline 6 engine it must be something that can be 3D printed",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1060.876,
      "end": 1064.917,
      "text": "with little to no support and fit inside of it a tiny DC motor",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1064.927,
      "end": 1068.4,
      "text": "called an N20 motor because this is something that I've told it",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1068.41,
      "end": 1071.43,
      "text": "should like work with my RC car project. Actually, I don't think",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow",
      "text_original": "should like work with my RC car project actually I don't think",
      "correction_applied": true,
      "correction_source": "llm_correct_a_presegmentation"
    },
    {
      "start": 1071.44,
      "end": 1073.662,
      "text": "that's specifically in this prompt , but that's the whole point",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1073.672,
      "end": 1077.169,
      "text": "of this, where it should understand and it will scale it",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow",
      "text_original": "of this where this is it should understand and it will scale it",
      "correction_applied": true,
      "correction_source": "llm_correct_a_presegmentation"
    },
    {
      "start": 1077.179,
      "end": 1078.524,
      "text": "properly to that motor .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1078.534,
      "end": 1082.031,
      "text": "So far , I've run this test with a few intelligent models and I've",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1082.041,
      "end": 1084.263,
      "text": "never really received anything that was actually worth printing",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1084.273,
      "end": 1084.502,
      "text": ".",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1084.512,
      "end": 1087.372,
      "text": "So , hopefully sooner than later that will change .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1087.382,
      "end": 1090.559,
      "text": "So , our 3D model task is pretty interesting because it's just",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1090.569,
      "end": 1094.068,
      "text": "doing a lot of research on like the actual proper orientation of",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1094.078,
      "end": 1096.14,
      "text": "specific items on this engine .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1096.15,
      "end": 1098.777,
      "text": "Like where is the downpipe , which is an exhaust component ?",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1098.787,
      "end": 1099.656,
      "text": "What side is it ?",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1099.666,
      "end": 1100.775,
      "text": "What is the intake side ?",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1100.785,
      "end": 1101.975,
      "text": "What is the exhaust side ?",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1101.985,
      "end": 1103.493,
      "text": "Intake plenum left or right ?",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1103.503,
      "end": 1108.049,
      "text": "So , I do like to see the amount of like intricate research that's",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1108.059,
      "end": 1110.607,
      "text": "going into the culmination of this model creation .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1110.617,
      "end": 1114.923,
      "text": "And it would be really awesome for like us to get a model for this",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1114.933,
      "end": 1116.28,
      "text": "task that's actually printable .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1116.29,
      "end": 1117.48,
      "text": "It would be the first one .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1117.49,
      "end": 1121.816,
      "text": "So , in 1 hour and 10 minutes , we received our 3D model response",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1121.826,
      "end": 1122.218,
      "text": ".",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1122.228,
      "end": 1125.914,
      "text": "This is a very, very intricate bit of text about the thing",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow",
      "text_original": "This is a very , very intricate just bit of text about the thing",
      "correction_applied": true,
      "correction_source": "llm_correct_a_presegmentation"
    },
    {
      "start": 1125.924,
      "end": 1126.717,
      "text": "it made .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1126.727,
      "end": 1129.288,
      "text": "Now , of course , the other part of that is actually just taking",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1129.298,
      "end": 1131.135,
      "text": "a look at what it looks like .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1131.145,
      "end": 1133.626,
      "text": "Though , once I remember what I named this folder ,",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1133.636,
      "end": 1134.991,
      "text": "we will be able to take a peek .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1135.001,
      "end": 1136.356,
      "text": "Assembled display STL .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1136.366,
      "end": 1138.364,
      "text": "I would imagine that to be the case .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1138.374,
      "end": 1139.489,
      "text": "Please be good .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1139.499,
      "end": 1143.909,
      "text": "I've really, like, I need a good one for these.",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow",
      "text_original": "I've really like I need a good one for these .",
      "correction_applied": true,
      "correction_source": "llm_correct_a_presegmentation"
    },
    {
      "start": 1143.919,
      "end": 1146.158,
      "text": "Actually , it's sideways .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1146.168,
      "end": 1146.88,
      "text": "Son of a gun .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1146.89,
      "end": 1150.335,
      "text": "This did a really good job .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1150.345,
      "end": 1155.556,
      "text": "This is actually like so far the best one .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1155.566,
      "end": 1157.244,
      "text": "It's not perfect .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1157.254,
      "end": 1161.1,
      "text": "We have some sideways turbocharger issues , though .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1161.11,
      "end": 1163.991,
      "text": "I mean, this is all right. Let's peek at this in OpenSCAD",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow",
      "text_original": "I mean , this is All right , let's let's peek at this in OpenCAD",
      "correction_applied": true,
      "correction_source": "llm_correct_a_presegmentation"
    },
    {
      "start": 1164.001,
      "end": 1164.323,
      "text": ".",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1164.333,
      "end": 1166.32,
      "text": "And there are a bunch of individual pieces for this .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1166.33,
      "end": 1168.907,
      "text": "So , we also want to see if the engine that we told it needs to",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1168.917,
      "end": 1171.273,
      "text": "fit inside the little remote control car engine .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1171.283,
      "end": 1175.34,
      "text": "Let's see if it has any hope of properly fitting. Research—",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow",
      "text_original": "Let's see if it has any hope of properly fitting research .",
      "correction_applied": true,
      "correction_source": "llm_correct_a_presegmentation"
    },
    {
      "start": 1175.35,
      "end": 1179.111,
      "text": "It has a research folder right here just showing like a bunch of",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1179.121,
      "end": 1181.772,
      "text": "images and stats for this motor .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1181.782,
      "end": 1182.66,
      "text": "Very cool though .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1182.67,
      "end": 1186.392,
      "text": "And here we have some better preview renders .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1186.402,
      "end": 1190.501,
      "text": "This is definitely well done .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1190.511,
      "end": 1192.041,
      "text": "Turbo side .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1192.051,
      "end": 1192.76,
      "text": "Okay .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1192.77,
      "end": 1193.966,
      "text": "Underside .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1193.976,
      "end": 1194.85,
      "text": "All right .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1194.86,
      "end": 1198.466,
      "text": "It's not something that's going to really easily be 3D printable",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1198.476,
      "end": 1198.788,
      "text": ".",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1198.798,
      "end": 1201.36,
      "text": "Although , I guess I can't make that determination because this",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1201.37,
      "end": 1202.968,
      "text": "comes in multiple pieces .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1202.978,
      "end": 1206.344,
      "text": "So , it's not designed to be printed as we first saw it just in",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1206.354,
      "end": 1207.548,
      "text": "one lump like this .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1207.558,
      "end": 1209.719,
      "text": "It's designed to be printed separately .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1209.729,
      "end": 1211.005,
      "text": "I would like to see .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1211.015,
      "end": 1214.381,
      "text": "Let's look now at just the single first piece ,",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1214.391,
      "end": 1218.72,
      "text": "which is ideally where it would be placing the 3D printed motor",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1218.73,
      "end": 1221.454,
      "text": "that would go in it .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1221.464,
      "end": 1225.473,
      "text": "Unfortunately , printing this without supports is just not an option",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1225.483,
      "end": 1228.526,
      "text": "in any potential orientation that we see right here ,",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1228.536,
      "end": 1229.892,
      "text": "which is a bit frustrating .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1229.902,
      "end": 1232.626,
      "text": "It almost seems like it has these posts and holes in it to be able",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1232.636,
      "end": 1235.438,
      "text": "to snap fit on other parts, which is cool.",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow",
      "text_original": "to snap fin on other parts , which is cool .",
      "correction_applied": true,
      "correction_source": "llm_correct_a_presegmentation"
    },
    {
      "start": 1235.448,
      "end": 1236.243,
      "text": "Okay .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1236.253,
      "end": 1236.563,
      "text": "Yep .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1236.573,
      "end": 1239.217,
      "text": "And I think those are definitely like attachment posts ,",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1239.227,
      "end": 1240.262,
      "text": "which is pretty cool .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1240.272,
      "end": 1243.717,
      "text": "This one would be able to be printed more or less without any supports",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1243.727,
      "end": 1246.589,
      "text": "if we were to put it flat .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1246.599,
      "end": 1250.712,
      "text": "Then this should have the Nissan logo, or at least the text \"Nissan\"",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow",
      "text_original": "Then this should have the Nissan logo , or at least the text Nissan",
      "correction_applied": true,
      "correction_source": "llm_correct_a_presegmentation"
    },
    {
      "start": 1250.722,
      "end": 1253.42,
      "text": "written on it .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1253.43,
      "end": 1253.883,
      "text": "Yep .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1253.893,
      "end": 1255.741,
      "text": "And this one's quite well done .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1255.751,
      "end": 1256.668,
      "text": "No issues here .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1256.678,
      "end": 1257.781,
      "text": "The oil pan .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1257.791,
      "end": 1258.262,
      "text": "Oh , no .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1258.272,
      "end": 1258.662,
      "text": "Okay .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1258.672,
      "end": 1261.785,
      "text": "This is where we decide we're not going to be",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow",
      "text_original": "This is where we This is where we decide we're not going to be",
      "correction_applied": true,
      "correction_source": "llm_correct_a_presegmentation"
    },
    {
      "start": 1261.795,
      "end": 1262.666,
      "text": "trying to print this .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1262.676,
      "end": 1267.391,
      "text": "I'm not disappointed , but I'm not super impressed either .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1267.401,
      "end": 1271.315,
      "text": "So , I suppose I am lukewarm when it comes to judging this .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1271.325,
      "end": 1274.198,
      "text": "Definitely , if we just look at this as a render ,",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1274.208,
      "end": 1276.842,
      "text": "even forget about looking at the individual parts there ,",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1276.852,
      "end": 1280.225,
      "text": "cuz it's not really going to be feasible to print this ,",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1280.235,
      "end": 1282.963,
      "text": "it did a really decent job just assembling it .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1282.973,
      "end": 1285.542,
      "text": "The research that went into this, I think, is probably",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow",
      "text_original": "The research that went into this , I think , is almost probably",
      "correction_applied": true,
      "correction_source": "llm_correct_a_presegmentation"
    },
    {
      "start": 1285.552,
      "end": 1289.328,
      "text": "like I hate to sound like an AI here , but like the story isn't",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1289.338,
      "end": 1291.339,
      "text": "the model , it's the research that went into it .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1291.349,
      "end": 1293.255,
      "text": "That's like generic AI slop.",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow",
      "text_original": "That's like generic like AI slob .",
      "correction_applied": true,
      "correction_source": "llm_correct_a_presegmentation"
    },
    {
      "start": 1293.265,
      "end": 1297.085,
      "text": "It really did a lot of decent research here .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1297.095,
      "end": 1301.075,
      "text": "I mean , did it find this and download it just to see ?",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1301.085,
      "end": 1301.474,
      "text": "No .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1301.484,
      "end": 1301.793,
      "text": "Okay .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1301.803,
      "end": 1305.464,
      "text": "So , this is something it maybe made or maybe probably found online",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1305.474,
      "end": 1308.616,
      "text": "just to be able to better assess what the size of this asset is",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1308.626,
      "end": 1311.768,
      "text": ", but it took a lot of care to ensure that what it tried to generate",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1311.778,
      "end": 1315.519,
      "text": "would have hypothetically fit the specific specifications that",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1315.529,
      "end": 1317.674,
      "text": "were denoted in the original prompt .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1317.684,
      "end": 1319.669,
      "text": "So , not half bad .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1319.679,
      "end": 1322.621,
      "text": "I'm also going to give this a simple front end design test where",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1322.631,
      "end": 1324.377,
      "text": "it needs to create the watch website .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1324.387,
      "end": 1327.643,
      "text": "So , it has to have a pretty cinematic panning effect over a 3D",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1327.653,
      "end": 1329.222,
      "text": "watch asset that it creates .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1329.232,
      "end": 1332.538,
      "text": "I did specifically denote that",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow",
      "text_original": "I didn't specifically Okay , no , I did specifically denote that",
      "correction_applied": true,
      "correction_source": "llm_correct_a_presegmentation"
    },
    {
      "start": 1332.548,
      "end": 1334.197,
      "text": "the watch needs to be a 3D model .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1334.207,
      "end": 1337.039,
      "text": "So , we'll see how competent it is at putting the entirety of this",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1337.049,
      "end": 1337.513,
      "text": "together .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1337.523,
      "end": 1341.817,
      "text": "So , in 1 hour and 30 minutes , we got our watch front end result",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1341.827,
      "end": 1342.018,
      "text": ".",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1342.028,
      "end": 1345.803,
      "text": "It again seems to have a pretty substantial like just list of what",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1345.813,
      "end": 1346.769,
      "text": "was built here .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1346.779,
      "end": 1348.46,
      "text": "So , let's take a look and see how it is .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1348.47,
      "end": 1352.728,
      "text": "a beautiful watch front-end website.",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow",
      "text_original": "beautiful watch front end website .",
      "correction_applied": true,
      "correction_source": "llm_correct_a_presegmentation"
    },
    {
      "start": 1352.738,
      "end": 1356.096,
      "text": "That's actually, it's so close to excellent.",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow",
      "text_original": "That's actually it's so close to excellent .",
      "correction_applied": true,
      "correction_source": "llm_correct_a_presegmentation"
    },
    {
      "start": 1356.106,
      "end": 1360.745,
      "text": "The big problem is this , I would assume , is the watch strap sticking",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1360.755,
      "end": 1361.306,
      "text": "out .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1361.316,
      "end": 1365.173,
      "text": "This is 3D, so don't be fooled by its 2D-ish look.",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow",
      "text_original": "This is 3D , so don't be fooled by its 2Dishness look .",
      "correction_applied": true,
      "correction_source": "llm_correct_a_presegmentation"
    },
    {
      "start": 1365.183,
      "end": 1366.552,
      "text": "It is actually 3D .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1366.562,
      "end": 1368.011,
      "text": "It's slowly panning , too .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1368.021,
      "end": 1372.088,
      "text": "I really... Okay, so a couple things I do like: the wooden background",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow",
      "text_original": "I really Okay , so a couple things I do like the wooden background",
      "correction_applied": true,
      "correction_source": "llm_correct_a_presegmentation"
    },
    {
      "start": 1372.098,
      "end": 1375.742,
      "text": "and then this like leather card or pad that this watch is placed",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1375.752,
      "end": 1376.297,
      "text": "on .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1376.307,
      "end": 1378.44,
      "text": "In addition to that, the face looks really good.",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow",
      "text_original": "Additionally to that , the face looks really good .",
      "correction_applied": true,
      "correction_source": "llm_correct_a_presegmentation"
    },
    {
      "start": 1378.45,
      "end": 1380.347,
      "text": "The materials look very good .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1380.357,
      "end": 1383.998,
      "text": "It's just like, overall, it's a high-end aesthetic,",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow",
      "text_original": "It's just like an overall it's a high end aesthetic ,",
      "correction_applied": true,
      "correction_source": "llm_correct_a_presegmentation"
    },
    {
      "start": 1384.008,
      "end": 1387.254,
      "text": "which is exactly what we go for when performing this test .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1387.264,
      "end": 1393.563,
      "text": "Now , that's actually that right there looks good .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1393.573,
      "end": 1396.975,
      "text": "The... Let's just sit and appreciate it for a minute.",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow",
      "text_original": "The The Let's just sit and appreciate for a minute .",
      "correction_applied": true,
      "correction_source": "llm_correct_a_presegmentation"
    },
    {
      "start": 1396.985,
      "end": 1397.215,
      "text": "Okay .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1397.225,
      "end": 1399.29,
      "text": "Yeah , that maybe I could have done without that ,",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1399.3,
      "end": 1402.962,
      "text": "but it's definitely quite something .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1402.972,
      "end": 1405.435,
      "text": "And then look at the way that goes away as soon as we start to",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1405.445,
      "end": 1406.633,
      "text": "scroll down .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1406.643,
      "end": 1410.225,
      "text": "\"Quiet luxury measured in seconds.\"",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow",
      "text_original": "Quiet luxury measured in seconds .",
      "correction_applied": true,
      "correction_source": "llm_correct_a_presegmentation"
    },
    {
      "start": 1410.235,
      "end": 1411.582,
      "text": "\"Sunburst dial.\"",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow",
      "text_original": "Sunburst dial .",
      "correction_applied": true,
      "correction_source": "llm_correct_a_presegmentation"
    },
    {
      "start": 1411.592,
      "end": 1413.657,
      "text": "Okay , it has like a material card here .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1413.667,
      "end": 1417.249,
      "text": "The sapphire crystal is perhaps something I would have maybe omitted",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1417.259,
      "end": 1419.564,
      "text": "from this section , but the dial looks good .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1419.574,
      "end": 1421.56,
      "text": "\"Two watches, one point of view.\"",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow",
      "text_original": "Two watches , one point of view .",
      "correction_applied": true,
      "correction_source": "llm_correct_a_presegmentation"
    },
    {
      "start": 1421.57,
      "end": 1422.438,
      "text": "Please render them .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1422.448,
      "end": 1423.236,
      "text": "Oh , look at that .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1423.246,
      "end": 1424.194,
      "text": "That is sick .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1424.204,
      "end": 1425.629,
      "text": "That really looks pretty good .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1425.639,
      "end": 1427.546,
      "text": "I love the way they're placed on the table .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1427.556,
      "end": 1430.42,
      "text": "Really the big thing letting it down is just this leather slab",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1430.43,
      "end": 1433.533,
      "text": "is inhibiting our view of these beautiful straps .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1433.543,
      "end": 1435.688,
      "text": "This one is the stainless steel option .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1435.698,
      "end": 1439.679,
      "text": "This one is the gold option and priced accordingly I would imagine",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1439.689,
      "end": 1440.078,
      "text": ".",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1440.088,
      "end": 1440.476,
      "text": "Yeah .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1440.486,
      "end": 1445.665,
      "text": "Although I would say the jump in price is like a negligible",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow",
      "text_original": "Although I would say the jump in price of like it's a negligible",
      "correction_applied": true,
      "correction_source": "llm_correct_a_presegmentation"
    },
    {
      "start": 1445.675,
      "end": 1446.702,
      "text": "amount to get the gold one .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1446.712,
      "end": 1448.539,
      "text": "I'd probably go with this one personally .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1448.549,
      "end": 1448.938,
      "text": "Oh , cool .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1448.948,
      "end": 1452.37,
      "text": "And these ones we can freely rotate so that helps a bit .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1452.38,
      "end": 1455.643,
      "text": "There is no movement to the watch hands but that's okay .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1455.653,
      "end": 1457.24,
      "text": "I'll forgive it for that .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1457.25,
      "end": 1459.395,
      "text": "But these are pretty darn cool .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1459.405,
      "end": 1462.508,
      "text": "These are well drawn , I would say .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1462.518,
      "end": 1465.86,
      "text": "Especially the numeral indicators .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1465.87,
      "end": 1468.814,
      "text": "Look at the way that they actually have multi material on them",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1468.824,
      "end": 1469.053,
      "text": ".",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1469.063,
      "end": 1471.766,
      "text": "So , they're not just like one static material .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1471.776,
      "end": 1475.599,
      "text": "It's gold and then black infill or silver and then black infill",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1475.609,
      "end": 1475.918,
      "text": "as well .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1475.928,
      "end": 1478.473,
      "text": "So , that's some attention to detail I do like seeing .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1478.483,
      "end": 1482.383,
      "text": "As well as the kind of brushed material look on the stainless steel",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1482.393,
      "end": 1482.943,
      "text": "and the gold .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1482.953,
      "end": 1486.215,
      "text": "It's probably weird we're like assessing like a 3D watch ,",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1486.225,
      "end": 1488.69,
      "text": "but it just shows like some capability .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1488.7,
      "end": 1490.429,
      "text": "Okay , that looks pretty good right there .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1490.439,
      "end": 1492.335,
      "text": "And then we have a clean footer as well .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1492.345,
      "end": 1492.997,
      "text": "I like this .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1493.007,
      "end": 1494.075,
      "text": "I'm happy with this .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1494.085,
      "end": 1498.632,
      "text": "Even though it's like not perfect , it's darn close .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1498.642,
      "end": 1500.919,
      "text": "So, next up, just here from within Codex.",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow",
      "text_original": "So , next up , just here from within codeex .",
      "correction_applied": true,
      "correction_source": "llm_correct_a_presegmentation"
    },
    {
      "start": 1500.929,
      "end": 1503.873,
      "text": "And I can't show this full prompt because it has an API key .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1503.883,
      "end": 1507.228,
      "text": "I'm giving this the full on cinematic Steve the PC repair game",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1507.238,
      "end": 1509.624,
      "text": "test where it needs to create a cinematic game .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1509.634,
      "end": 1512.9,
      "text": "It needs to create voice assets for these characters just by using",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1512.91,
      "end": 1516.595,
      "text": "an open AI API key that I've given it and it needs to make a fun",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1516.605,
      "end": 1518.874,
      "text": "game that is enjoyable and playable .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1518.884,
      "end": 1521.94,
      "text": "I will assess this is probably going to take north of an hour .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1521.95,
      "end": 1524.694,
      "text": "So, we're just going to basically leave Codex here in the background",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow",
      "text_original": "So , we're just going to basically leave Codeex here in the background",
      "correction_applied": true,
      "correction_source": "llm_correct_a_presegmentation"
    },
    {
      "start": 1524.704,
      "end": 1528.538,
      "text": "the beta desktop version of it to complete this task, and we'll",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow",
      "text_original": ", the beta desktop version of it to complete this task and we'll",
      "correction_applied": true,
      "correction_source": "llm_correct_a_presegmentation"
    },
    {
      "start": 1528.548,
      "end": 1530.255,
      "text": "maybe work on some other things in the meantime .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1530.265,
      "end": 1534.365,
      "text": "So , our Steve the PC repairman cinematic game completed in basically",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1534.375,
      "end": 1535.187,
      "text": "65 minutes .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1535.197,
      "end": 1536.755,
      "text": "So , a little over an hour .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1536.765,
      "end": 1538.25,
      "text": "All right , here's how to play .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1538.26,
      "end": 1541.537,
      "text": "I'll probably just do what it says here , not assume that it's",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1541.547,
      "end": 1543.777,
      "text": "already running this in some server for us .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1543.787,
      "end": 1547.737,
      "text": "So, okay, episode one, the Azure Palm job.",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow",
      "text_original": "So , okay , episode one , the Azure palm job .",
      "correction_applied": true,
      "correction_source": "llm_correct_a_presegmentation"
    },
    {
      "start": 1547.747,
      "end": 1549.231,
      "text": "Okay , click to begin .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1549.241,
      "end": 1550.502,
      "text": "Headphones recommended .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1550.512,
      "end": 1553.084,
      "text": "We have a speaker .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1553.094,
      "end": 1557.007,
      "text": "All right .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1557.017,
      "end": 1558.867,
      "text": "My name is Steve .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1558.877,
      "end": 1559.693,
      "text": "This is good .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1559.703,
      "end": 1562.17,
      "text": "I fix computers .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1562.18,
      "end": 1565.516,
      "text": "Most of my clients are old enough to remember when a hard drive",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1565.526,
      "end": 1567.306,
      "text": "was a luxury item .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1567.316,
      "end": 1570.768,
      "text": "They pay what they can afford and I make it work .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1570.778,
      "end": 1574.143,
      "text": "Mostly honest business .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1574.153,
      "end": 1575.855,
      "text": "Oh , thank you , dear .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1575.865,
      "end": 1580.261,
      "text": "The screen kept telling me the date was 1980 and I thought, all",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow",
      "text_original": "The screen kept telling me the date was 1980 and I thought all",
      "correction_applied": true,
      "correction_source": "llm_correct_a_presegmentation"
    },
    {
      "start": 1580.271,
      "end": 1580.834,
      "text": "fixed.",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow",
      "text_original": "fixed .",
      "correction_applied": true,
      "correction_source": "llm_correct_a_presegmentation"
    },
    {
      "start": 1580.844,
      "end": 1582.554,
      "text": "I have been traveling long enough .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1582.564,
      "end": 1583.646,
      "text": "Fresh battery .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1583.656,
      "end": 1586.196,
      "text": "Your computer now believes I will bring you oatmeal cookies",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow",
      "text_original": "Your computer now believes believes I will bring you oatmeal cookies",
      "correction_applied": true,
      "correction_source": "llm_correct_a_presegmentation"
    },
    {
      "start": 1586.206,
      "end": 1586.86,
      "text": "on Tuesday .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1586.87,
      "end": 1587.72,
      "text": "Same as the rest .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1587.73,
      "end": 1588.065,
      "text": "Give Mr.",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow",
      "text_original": "Give Mr .",
      "correction_applied": true,
      "correction_source": "llm_correct_a_presegmentation"
    },
    {
      "start": 1588.075,
      "end": 1590.11,
      "text": "Buttons a scratch behind his ears for me.",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow",
      "text_original": "Buttons a scratch behind me ears for me .",
      "correction_applied": true,
      "correction_source": "llm_correct_a_presegmentation"
    },
    {
      "start": 1590.12,
      "end": 1593.58,
      "text": "Let me walk you out , ma'am .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1593.59,
      "end": 1596.02,
      "text": "I'll be right with you , Mr .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1596.03,
      "end": 1598.727,
      "text": "Thomas , the speech overlays itself .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1598.737,
      "end": 1600.513,
      "text": "A good boy , Steven .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1600.523,
      "end": 1603.953,
      "text": "If that quiet man needs fixing, you be patient.",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow",
      "text_original": "If that quiet man needs fixed , you be patient .",
      "correction_applied": true,
      "correction_source": "llm_correct_a_presegmentation"
    },
    {
      "start": 1603.963,
      "end": 1604.56,
      "text": "Punctual .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1604.57,
      "end": 1606.061,
      "text": "I like punctual .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1606.071,
      "end": 1608.001,
      "text": "Door is unlocked .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1608.011,
      "end": 1608.929,
      "text": "Coffee is warm .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1608.939,
      "end": 1609.704,
      "text": "A man .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1609.714,
      "end": 1610.71,
      "text": "What is the job ?",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1610.72,
      "end": 1612.723,
      "text": "Came for 2 years.",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow",
      "text_original": "Kane for 2 years .",
      "correction_applied": true,
      "correction_source": "llm_correct_a_presegmentation"
    },
    {
      "start": 1612.733,
      "end": 1614.813,
      "text": "My life .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1614.823,
      "end": 1618.612,
      "text": "See the the head tilt movement back and forth is actually there's",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1618.622,
      "end": 1619.671,
      "text": "three people talking now .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1619.681,
      "end": 1625.838,
      "text": "And he forgets the entire name. Charles buys him a penthouse private",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow",
      "text_original": "And he forgets the entire name Charles buy him penthouse private",
      "correction_applied": true,
      "correction_source": "llm_correct_a_presegmentation"
    },
    {
      "start": 1625.848,
      "end": 1628.22,
      "text": "security, security wants his legend. Some people would like to ask",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow",
      "text_original": "security security wants his legend some people would like to ask",
      "correction_applied": true,
      "correction_source": "llm_correct_a_presegmentation"
    },
    {
      "start": 1628.23,
      "end": 1632.891,
      "text": "him questions. Him slowly. The client pays 100 upfront. I would like",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow",
      "text_original": "him question him slowly the client pays 100 upront I would like",
      "correction_applied": true,
      "correction_source": "llm_correct_a_presegmentation"
    },
    {
      "start": 1632.901,
      "end": 1636.85,
      "text": "it's also up in the case. All expenses, first class, two tickets. This",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow",
      "text_original": "is also up in the case all expenses first class two tickets this",
      "correction_applied": true,
      "correction_source": "llm_correct_a_presegmentation"
    },
    {
      "start": 1636.86,
      "end": 1642.047,
      "text": "is why we work together. Together, the top tray is a normal file",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow",
      "text_original": "is why we work together together the top tray is a normal file",
      "correction_applied": true,
      "correction_source": "llm_correct_a_presegmentation"
    },
    {
      "start": 1642.057,
      "end": 1650.98,
      "text": "on a laptop. It's quite my second favorite thing.",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow",
      "text_original": "on a laptop it Quiet is my second favorite thing .",
      "correction_applied": true,
      "correction_source": "llm_correct_a_presegmentation"
    },
    {
      "start": 1650.99,
      "end": 1651.336,
      "text": "Professional .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1651.346,
      "end": 1653.116,
      "text": "I will not ask what the first is .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1653.126,
      "end": 1656.888,
      "text": "The phone rings when the helicopter is ready .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1656.898,
      "end": 1657.873,
      "text": "40 .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1657.883,
      "end": 1659.334,
      "text": "Cut scene over .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1659.344,
      "end": 1660.279,
      "text": "Thank goodness .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1660.289,
      "end": 1661.739,
      "text": "Click to take control .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1661.749,
      "end": 1663.373,
      "text": "All right .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1663.383,
      "end": 1666.981,
      "text": "Aside from the sounds being just totally messed up ,",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1666.991,
      "end": 1672.052,
      "text": "this is actually pretty decent .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1672.062,
      "end": 1672.654,
      "text": "Okay .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1672.664,
      "end": 1680.561,
      "text": "The cat is... There's definitely some geometric issues.",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow",
      "text_original": "The cat is There's definitely some geometric issues .",
      "correction_applied": true,
      "correction_source": "llm_correct_a_presegmentation"
    },
    {
      "start": 1680.571,
      "end": 1682.366,
      "text": "What are we supposed to do ?",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1682.376,
      "end": 1683.997,
      "text": "Take the briefcase when you're ready .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1684.007,
      "end": 1684.256,
      "text": "Okay .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1684.266,
      "end": 1686.833,
      "text": "Where is it ?",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1686.843,
      "end": 1691.414,
      "text": "Well, press buttons are like, \"Don't look at me like that.\"",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow",
      "text_original": "Well , pet buttons are like , Don't look at me like that .",
      "correction_applied": true,
      "correction_source": "llm_correct_a_presegmentation"
    },
    {
      "start": 1691.424,
      "end": 1692.146,
      "text": "Buttons .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1692.156,
      "end": 1692.7,
      "text": "Easter egg .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1692.71,
      "end": 1694.079,
      "text": "A man's got to eat .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1694.089,
      "end": 1694.462,
      "text": "Okay .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1694.472,
      "end": 1697.6,
      "text": "Where's the briefcase ?",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1697.61,
      "end": 1699.132,
      "text": "All right .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1699.142,
      "end": 1700.127,
      "text": "We have inventory .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1700.137,
      "end": 1700.97,
      "text": "Zip ties .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1700.98,
      "end": 1702.202,
      "text": "Okay .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1702.212,
      "end": 1703.324,
      "text": "E to continue .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1703.334,
      "end": 1703.785,
      "text": "All right .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1703.795,
      "end": 1705.408,
      "text": "Is it going to put us in Miami?",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow",
      "text_original": "Is it going to put us us us Miami ?",
      "correction_applied": true,
      "correction_source": "llm_correct_a_presegmentation"
    },
    {
      "start": 1705.418,
      "end": 1705.608,
      "text": "Nice .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1705.618,
      "end": 1710.071,
      "text": "Palm trees , humidity , and one very bad man ,",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1710.081,
      "end": 1710.308,
      "text": "Mr .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1710.318,
      "end": 1711.648,
      "text": "Colton .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1711.658,
      "end": 1712.357,
      "text": "Champagne perhaps .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1712.367,
      "end": 1716.351,
      "text": "I'm just going to click through cuz it's like like black like my",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1716.361,
      "end": 1720.53,
      "text": "well, coffee asset at the resort.",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow",
      "text_original": "well coffee asset at the resort .",
      "correction_applied": true,
      "correction_source": "llm_correct_a_presegmentation"
    },
    {
      "start": 1720.54,
      "end": 1721.941,
      "text": "Poolside at noon .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1721.951,
      "end": 1723.168,
      "text": "Oh , poolside .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1723.178,
      "end": 1725.04,
      "text": "17th floor enters.",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow",
      "text_original": "170 enters .",
      "correction_applied": true,
      "correction_source": "llm_correct_a_presegmentation"
    },
    {
      "start": 1725.05,
      "end": 1726.83,
      "text": "Camera coverage .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1726.84,
      "end": 1727.302,
      "text": "Elevator .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1727.312,
      "end": 1728.45,
      "text": "There is no dog .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1728.46,
      "end": 1732.831,
      "text": "Behind is the west service stairwell.",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow",
      "text_original": "Blind is the west service stairwell .",
      "correction_applied": true,
      "correction_source": "llm_correct_a_presegmentation"
    },
    {
      "start": 1732.841,
      "end": 1735.987,
      "text": "Well , I think we just saw a glimpse of the pool .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1735.997,
      "end": 1737.456,
      "text": "All right .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1737.466,
      "end": 1739.495,
      "text": "Oh , great .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1739.505,
      "end": 1740.799,
      "text": "Azure Palm Resort .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1740.809,
      "end": 1743.165,
      "text": "Click to take control .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1743.175,
      "end": 1747.406,
      "text": "It's even got like the like low rent wallpaper that you'd expect",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1747.416,
      "end": 1749.201,
      "text": "at one of these joints .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1749.211,
      "end": 1750.26,
      "text": "Oh , wow .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1750.27,
      "end": 1751.891,
      "text": "This is actually like kind of intricate .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1751.901,
      "end": 1752.381,
      "text": "Oh , good .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1752.391,
      "end": 1752.626,
      "text": "Okay .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1752.636,
      "end": 1755.195,
      "text": "I was worried we wouldn't be able to just walk through the walls",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1755.205,
      "end": 1756.541,
      "text": ", but okay .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1756.551,
      "end": 1758.416,
      "text": "We can toss a coin in the fountain .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1758.426,
      "end": 1758.988,
      "text": "Your wish .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1758.998,
      "end": 1760.185,
      "text": "No more syntax errors.",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow",
      "text_original": "No more CEOs errors .",
      "correction_applied": true,
      "correction_source": "llm_correct_a_presegmentation"
    },
    {
      "start": 1760.195,
      "end": 1761.617,
      "text": "50 50 .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1761.627,
      "end": 1765.773,
      "text": "It seems like Steve's shop and the airplane scene is like oddly",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1765.783,
      "end": 1769.299,
      "text": "placed inside of the location we're supposed to be at .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1769.309,
      "end": 1771.622,
      "text": "Let's just ignore that .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1771.632,
      "end": 1777.71,
      "text": "So , check in at the front desk and then reach the 17th floor .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1777.72,
      "end": 1779.711,
      "text": "Welcome to the Azure Palm .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1779.721,
      "end": 1781.71,
      "text": "Checking in , Mr .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1781.72,
      "end": 1782.75,
      "text": "Me.",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow",
      "text_original": "Me .",
      "correction_applied": true,
      "correction_source": "llm_correct_a_presegmentation"
    },
    {
      "start": 1782.76,
      "end": 1783.603,
      "text": "Coulter.",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow",
      "text_original": "Coulter .",
      "correction_applied": true,
      "correction_source": "llm_correct_a_presegmentation"
    },
    {
      "start": 1783.613,
      "end": 1784.755,
      "text": "Steven Coulter .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1784.765,
      "end": 1784.925,
      "text": "Mr .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1784.935,
      "end": 1787.198,
      "text": "I believe I have a reservation .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1787.208,
      "end": 1791.154,
      "text": "Room 1408 , partial ocean view .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1791.164,
      "end": 1792.416,
      "text": "I do apologize .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1792.426,
      "end": 1795.363,
      "text": "The ice machine on your floor is out of order .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1795.373,
      "end": 1800.141,
      "text": "Story of my life .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1800.151,
      "end": 1800.56,
      "text": "All right .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1800.57,
      "end": 1802.198,
      "text": "We now have a room key in our inventory .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1802.208,
      "end": 1803.882,
      "text": "So , is this the elevator ?",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1803.892,
      "end": 1812.484,
      "text": "Oh, is that right?",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow",
      "text_original": "Oh , is that reach ?",
      "correction_applied": true,
      "correction_source": "llm_correct_a_presegmentation"
    },
    {
      "start": 1812.494,
      "end": 1812.817,
      "text": "Okay .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1812.827,
      "end": 1815.467,
      "text": "West service stairwell .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1815.477,
      "end": 1821.017,
      "text": "Let's just assume this is north .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1821.027,
      "end": 1845.339,
      "text": "Good. Like, what?",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow",
      "text_original": "Good like like what ?",
      "correction_applied": true,
      "correction_source": "llm_correct_a_presegmentation"
    },
    {
      "start": 1845.349,
      "end": 1851.897,
      "text": "Well , that is frustrating because it gave us this really like",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1851.907,
      "end": 1853.164,
      "text": "anticipatory music .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1853.174,
      "end": 1855.474,
      "text": "I'm sure there's a far better terminology for what I was about",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1855.484,
      "end": 1856.071,
      "text": "to say .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1856.081,
      "end": 1857.188,
      "text": "My name is Steve .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1857.198,
      "end": 1857.71,
      "text": "Oh , no .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1857.72,
      "end": 1859.83,
      "text": "Don't .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1859.84,
      "end": 1863.256,
      "text": "Most of my clients are old enough to remember when a hard drive",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1863.266,
      "end": 1864.427,
      "text": "was a luxury.",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow",
      "text_original": "was a luxur .",
      "correction_applied": true,
      "correction_source": "llm_correct_a_presegmentation"
    },
    {
      "start": 1864.437,
      "end": 1864.829,
      "text": "All right .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1864.839,
      "end": 1866.97,
      "text": "We we got most of the way .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1866.98,
      "end": 1870.849,
      "text": "I think this is a test that more often than not ,",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1870.859,
      "end": 1872.464,
      "text": "we don't complete it .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1872.474,
      "end": 1875.698,
      "text": "I will say the elements of this, judged individually,",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow",
      "text_original": "I will say the elements of this judged individually .",
      "correction_applied": true,
      "correction_source": "llm_correct_a_presegmentation"
    },
    {
      "start": 1875.708,
      "end": 1877.234,
      "text": "Definitely the pieces were all there .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1877.244,
      "end": 1879.9,
      "text": "I don't know that the puzzle made the correct picture that was",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1879.91,
      "end": 1883.052,
      "text": "shown on like the puzzle box , but it was pretty darn close and",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1883.062,
      "end": 1886.204,
      "text": "I saw some—truthfully, this did a better job than I expected,",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow",
      "text_original": "I saw some truthfully this did a better job than I expected ,",
      "correction_applied": true,
      "correction_source": "llm_correct_a_presegmentation"
    },
    {
      "start": 1886.214,
      "end": 1889.517,
      "text": "especially considering like the subway scene game and things like",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1889.527,
      "end": 1889.841,
      "text": "that .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1889.851,
      "end": 1894.206,
      "text": "So , I'm actually I'm okay with this .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1894.216,
      "end": 1897.923,
      "text": "So , the final thing was of course the street yeet game ,",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1897.933,
      "end": 1901.64,
      "text": "which is weird because this piece of text moving up and down like",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1901.65,
      "end": 1904.47,
      "text": "that while this one remains completely static makes me uncomfortable",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1904.48,
      "end": 1906.005,
      "text": "in some level .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1906.015,
      "end": 1908.457,
      "text": "So, this is a Bijan issue.",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow",
      "text_original": "So , this is a Bejian issue .",
      "correction_applied": true,
      "correction_source": "llm_correct_a_presegmentation"
    },
    {
      "start": 1908.467,
      "end": 1909.288,
      "text": "All right , good .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1909.298,
      "end": 1913.072,
      "text": "So, I neglected to, um, just run it in a server.",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow",
      "text_original": "So , I neglected to um just run it in a server .",
      "correction_applied": true,
      "correction_source": "llm_correct_a_presegmentation"
    },
    {
      "start": 1913.082,
      "end": 1917.152,
      "text": "One fist, zero mercy.",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow",
      "text_original": "One fist , zero mercy .",
      "correction_applied": true,
      "correction_source": "llm_correct_a_presegmentation"
    },
    {
      "start": 1917.162,
      "end": 1918.354,
      "text": "I already like this .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1918.364,
      "end": 1925.477,
      "text": "Oh , it seems like Good music .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1925.487,
      "end": 1925.877,
      "text": "All right .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1925.887,
      "end": 1926.276,
      "text": "All right .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1926.286,
      "end": 1930.359,
      "text": "All right .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1930.369,
      "end": 1936.681,
      "text": "Let's just explore the city real quick .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1936.691,
      "end": 1938.603,
      "text": "I don't even know .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1938.613,
      "end": 1950.602,
      "text": "Okay, so I saw a car get—like, this one's actually kind of fun",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow",
      "text_original": "Okay , so I saw a car get like This one's actually kind of fun",
      "correction_applied": true,
      "correction_source": "llm_correct_a_presegmentation"
    },
    {
      "start": 1950.612,
      "end": 1954.688,
      "text": ".",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1954.698,
      "end": 1955.97,
      "text": "Excuse me .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1955.98,
      "end": 1957.25,
      "text": "Excuse me .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1957.26,
      "end": 1958.131,
      "text": "Pardon me .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1958.141,
      "end": 1960.965,
      "text": "It does like a... like a... Okay.",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow",
      "text_original": "It does like a like a Okay .",
      "correction_applied": true,
      "correction_source": "llm_correct_a_presegmentation"
    },
    {
      "start": 1960.975,
      "end": 1962.389,
      "text": "I don't know if we hit...",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow",
      "text_original": "I don't know that we hit .",
      "correction_applied": true,
      "correction_source": "llm_correct_a_presegmentation"
    },
    {
      "start": 1962.399,
      "end": 1967.562,
      "text": "Is that a Can we hit the bike ?",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1967.572,
      "end": 1974.399,
      "text": "Bonk .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1974.409,
      "end": 1975.114,
      "text": "Uh oh .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1975.124,
      "end": 1980.815,
      "text": "Jay walking pedestrian .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1980.825,
      "end": 1982.583,
      "text": "Can we punch this parking meter ?",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1982.593,
      "end": 1985.154,
      "text": "Yeah, we can just hit everything except the buildings.",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow",
      "text_original": "Yeah , we can just everything except the buildings .",
      "correction_applied": true,
      "correction_source": "llm_correct_a_presegmentation"
    },
    {
      "start": 1985.164,
      "end": 1985.556,
      "text": "All right .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1985.566,
      "end": 1988.847,
      "text": "There's unfortunately the orientation of some of these things is",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1988.857,
      "end": 1989.722,
      "text": "not quite right .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1989.732,
      "end": 1995.609,
      "text": "We can see that we're moving sideways when we move forward .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 1995.619,
      "end": 2002.161,
      "text": "And the cars are also Sorry , pal .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 2002.171,
      "end": 2005.963,
      "text": "Oh , and it's interesting how they uh interact with the scenery",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 2005.973,
      "end": 2006.453,
      "text": "as well .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 2006.463,
      "end": 2007.763,
      "text": "Can we eat this statue ?",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 2007.773,
      "end": 2010.709,
      "text": "I don't think we can , but Oh , yeah , we can .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 2010.719,
      "end": 2013.981,
      "text": "All right .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 2013.991,
      "end": 2017.853,
      "text": "I will say the cartoonishness of this game is actually kind of well",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow",
      "text_original": "I will say the cartooness of this game is actually kind of well",
      "correction_applied": true,
      "correction_source": "llm_correct_a_presegmentation"
    },
    {
      "start": 2017.863,
      "end": 2018.5,
      "text": "done .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 2018.51,
      "end": 2021.571,
      "text": "I don't know how easy that is to assess just watching someone play",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 2021.581,
      "end": 2023.917,
      "text": "it , but like the pacing is decent .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 2023.927,
      "end": 2027.071,
      "text": "I think maybe that's attributed to the music as well ,",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 2027.081,
      "end": 2029.01,
      "text": "but the way that—when you actually... All right,",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow",
      "text_original": "but the way that when you actually All right ,",
      "correction_applied": true,
      "correction_source": "llm_correct_a_presegmentation"
    },
    {
      "start": 2029.02,
      "end": 2032.412,
      "text": "the loop is getting a little repetitive, but when you actually yeet",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow",
      "text_original": "the the loop is getting a little repetitive when you actually yeet",
      "correction_applied": true,
      "correction_source": "llm_correct_a_presegmentation"
    },
    {
      "start": 2032.422,
      "end": 2035.813,
      "text": "the things and they also go and interact with other items in the",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 2035.823,
      "end": 2036.445,
      "text": "environment .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 2036.455,
      "end": 2040.322,
      "text": "So like how that will bounce off the building and then maybe hit",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 2040.332,
      "end": 2041.745,
      "text": "other things in the path .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 2041.755,
      "end": 2042.537,
      "text": "That's pretty cool .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 2042.547,
      "end": 2049.255,
      "text": "And this was actually quite arcade style and playable .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 2049.265,
      "end": 2050.366,
      "text": "Our score is going up .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 2050.376,
      "end": 2053.177,
      "text": "We have combo multipliers overall .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 2053.187,
      "end": 2054.849,
      "text": "38 here is a success .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 2054.859,
      "end": 2057.596,
      "text": "All right , so that is probably going to conclude our first look",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 2057.606,
      "end": 2061.15,
      "text": "and test of the general availability DeepSeek V4 Pro ,",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow",
      "text_original": "and test of the general availability DeepS V4 Pro ,",
      "correction_applied": true,
      "correction_source": "llm_correct_a_presegmentation"
    },
    {
      "start": 2061.16,
      "end": 2063.388,
      "text": "the 0813 model designation .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 2063.398,
      "end": 2066.427,
      "text": "Now , this is definitely an improvement over the preview version",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 2066.437,
      "end": 2069.305,
      "text": "that felt pretty undercooked and I was not at all impressed with",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 2069.315,
      "end": 2069.865,
      "text": "it .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 2069.875,
      "end": 2072.663,
      "text": "But if we look back at some of the tests that were run in that",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 2072.673,
      "end": 2075.062,
      "text": "video , which is on the channel , we ran some of the same ones",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 2075.072,
      "end": 2075.622,
      "text": "today .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 2075.632,
      "end": 2077.78,
      "text": "This is a significant improvement .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 2077.79,
      "end": 2081.059,
      "text": "I would say though , I think the flash model impressed me more",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 2081.069,
      "end": 2083.618,
      "text": "than this , especially considering the size of it .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 2083.628,
      "end": 2087.136,
      "text": "This has a bit more competition , but again , it is a big leap",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 2087.146,
      "end": 2089.854,
      "text": "on its predecessor , which I guess is what we like to see .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 2089.864,
      "end": 2093.292,
      "text": "I was impressed a few times with some things like basically results",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 2093.302,
      "end": 2094.092,
      "text": "within results .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 2094.102,
      "end": 2097.931,
      "text": "The cinematic Steve the PC repair game , it actually had some elements",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 2097.941,
      "end": 2100.181,
      "text": "to it that were like , hey , you know , it kind of thought this",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 2100.191,
      "end": 2100.744,
      "text": "through .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 2100.754,
      "end": 2103.395,
      "text": "Just the way when they were speaking , their heads were like moving",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 2103.405,
      "end": 2104.198,
      "text": "back and forth .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 2104.208,
      "end": 2105.805,
      "text": "Not the weird chin thing that was happening .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 2105.815,
      "end": 2107.572,
      "text": "I'm not sure what happened there .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 2107.582,
      "end": 2110.706,
      "text": "The music it included in both that game and then the Street Yeet",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow",
      "text_original": "The music it included in both that game and then the Street Eat",
      "correction_applied": true,
      "correction_source": "llm_correct_a_presegmentation"
    },
    {
      "start": 2110.716,
      "end": 2114.562,
      "text": "game were actually like they definitely fit the scene that it was",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 2114.572,
      "end": 2117.522,
      "text": "drawing here and it did a good job making the Street Yeet game very",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow",
      "text_original": "drawing here and it did a good job making the Street Eek game very",
      "correction_applied": true,
      "correction_source": "llm_correct_a_presegmentation"
    },
    {
      "start": 2117.532,
      "end": 2120.384,
      "text": "cartoonish and the playability of it felt good ,",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 2120.394,
      "end": 2122.212,
      "text": "I guess , for lack of a better term .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 2122.222,
      "end": 2126.579,
      "text": "The model that we got of the engine was actually it wasn't printable",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 2126.589,
      "end": 2126.902,
      "text": ".",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 2126.912,
      "end": 2130.251,
      "text": "So , unfortunately , maybe it failed to like check that box in",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 2130.261,
      "end": 2131.372,
      "text": "the specific task .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 2131.382,
      "end": 2133.934,
      "text": "However , if we just look at one of the previews right here ,",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 2133.944,
      "end": 2135.616,
      "text": "it did a pretty decent job .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 2135.626,
      "end": 2138.739,
      "text": "Definitely better than the other models I've tested this with .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 2138.749,
      "end": 2141.941,
      "text": "Though , I have not tested this specific prompt with any big beefy",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 2141.951,
      "end": 2143.143,
      "text": "Frontier models yet .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 2143.153,
      "end": 2144.744,
      "text": "So , keep that in mind as well .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 2144.754,
      "end": 2146.186,
      "text": "But, it definitely has some chops here.",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow",
      "text_original": "But , it definitely had some chops here .",
      "correction_applied": true,
      "correction_source": "llm_correct_a_presegmentation"
    },
    {
      "start": 2146.196,
      "end": 2149.789,
      "text": "And the amount of research it did to actually get to that point",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 2149.799,
      "end": 2150.83,
      "text": "was quite a lot .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 2150.84,
      "end": 2153.709,
      "text": "We have all the things in here downloading these images when it",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 2153.719,
      "end": 2154.51,
      "text": "doesn't have vision .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 2154.52,
      "end": 2156.35,
      "text": "So , I'm not quite sure what to make of that .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 2156.36,
      "end": 2159.87,
      "text": "But nonetheless , I think probably the biggest point of frustration",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 2159.88,
      "end": 2164.75,
      "text": "for me is it just goes all out when trying to actually ensure that",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 2164.76,
      "end": 2168.19,
      "text": "every aspect of every line of code it made is correct .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 2168.2,
      "end": 2171.79,
      "text": "And with a model like this where it does not have vision ,",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 2171.8,
      "end": 2175.349,
      "text": "sometimes it takes longer and there is a cost thing to it as well",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 2175.359,
      "end": 2175.469,
      "text": ".",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 2175.479,
      "end": 2178.27,
      "text": "Assuming you're going to be paying to use these models ,",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 2178.28,
      "end": 2181.63,
      "text": "it just sometimes is simpler to have it make the result ,",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 2181.64,
      "end": 2184.51,
      "text": "not try to do like overviews and checks and follow ups .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 2184.52,
      "end": 2186.83,
      "text": "you look at it yourself and then tell it what's wrong and tell",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 2186.84,
      "end": 2187.79,
      "text": "it to fix it .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 2187.8,
      "end": 2191.469,
      "text": "Having to just go all out and it trying to fix it adds a lot of",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 2191.479,
      "end": 2195.79,
      "text": "time and expense and tokens to the task , which maybe is more of",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 2195.8,
      "end": 2198.876,
      "text": "but I find that's something I've consistently had frustrations",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow",
      "text_original": "a consideration when doing zeroot tests like this ,",
      "correction_applied": true,
      "correction_source": "llm_correct_a_presegmentation"
    },
    {
      "start": 2198.886,
      "end": 2201.665,
      "text": "but I find that's something I've consistently had frustrations",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 2201.675,
      "end": 2205.1,
      "text": "with as well as with the flash model where if I'm having them make",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 2205.11,
      "end": 2207.894,
      "text": "like a say street yeet, it's easier if they just spit the script",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow",
      "text_original": "like a say street heat , it's easier if they just spit the script",
      "correction_applied": true,
      "correction_source": "llm_correct_a_presegmentation"
    },
    {
      "start": 2207.904,
      "end": 2210.371,
      "text": "out , I test it and say , Hey , the buildings are disappeared .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 2210.381,
      "end": 2213.565,
      "text": "and then it fixes it rather than it trying to go through and like",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 2213.575,
      "end": 2216.28,
      "text": "well let me try to spin up a headless browser and then I'll take",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 2216.29,
      "end": 2219.555,
      "text": "a screenshot and like do a heat map because it can't actually see",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 2219.565,
      "end": 2220.911,
      "text": "it or some other function .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 2220.921,
      "end": 2224.036,
      "text": "So it's a little token-happy.",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow",
      "text_original": "So it's a little tokenhappy .",
      "correction_applied": true,
      "correction_source": "llm_correct_a_presegmentation"
    },
    {
      "start": 2224.046,
      "end": 2226.925,
      "text": "I did run it on the highest potential reasoning mode .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 2226.935,
      "end": 2230.859,
      "text": "So that could be attributed to it as well , but I still would like",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 2230.869,
      "end": 2234.471,
      "text": "to be able to do that without it like going all out to try to make",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 2234.481,
      "end": 2237.602,
      "text": "sure it's polishing every aspect of the script because I want max",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 2237.612,
      "end": 2238.164,
      "text": "performance .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 2238.174,
      "end": 2239.769,
      "text": "I just don't need that level of depth .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 2239.779,
      "end": 2242.979,
      "text": "So , that may be a personal complaint , but you know .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 2242.989,
      "end": 2245.949,
      "text": "So , for the final thing , let's take a look at everything we spent",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 2245.959,
      "end": 2248.359,
      "text": "for the entirety of this test .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 2248.369,
      "end": 2250.962,
      "text": "We can see right here that all cost 1 .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 2250.972,
      "end": 2251.81,
      "text": "91 .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 2251.82,
      "end": 2253.416,
      "text": "So , that was pretty darn cheap .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 2253.426,
      "end": 2256.466,
      "text": "And you do have to remember this is going to be increased, their",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow",
      "text_original": "And you do have to remember this is going to be increased their",
      "correction_applied": true,
      "correction_source": "llm_correct_a_presegmentation"
    },
    {
      "start": 2256.476,
      "end": 2257.749,
      "text": "API prices .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 2257.759,
      "end": 2261.509,
      "text": "They say significant increase expected , but I mean a significant",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 2261.519,
      "end": 2265.071,
      "text": "increase might be like , okay , the entirety of this test was 8",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 2265.081,
      "end": 2268.0,
      "text": "or something , which is still in perspective not horrible .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 2268.01,
      "end": 2268.881,
      "text": "The Qwen 2",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow",
      "text_original": "The Quen 3 .",
      "correction_applied": true,
      "correction_source": "llm_correct_a_presegmentation"
    },
    {
      "start": 2268.891,
      "end": 2272.645,
      "text": "8B max test video that we did a few weeks ago or like a week or",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow",
      "text_original": "8 8 max test video that we did a few weeks ago or like a week or",
      "correction_applied": true,
      "correction_source": "llm_correct_a_presegmentation"
    },
    {
      "start": 2272.655,
      "end": 2274.967,
      "text": "two ago that was about 32 .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 2274.977,
      "end": 2276.49,
      "text": "So keep that in mind as well .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 2276.5,
      "end": 2279.373,
      "text": "That may be a bit more performant than this , but there is going",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 2279.383,
      "end": 2282.257,
      "text": "to be a pricing consideration as well .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 2282.267,
      "end": 2284.499,
      "text": "And this was very very very cheap .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 2284.509,
      "end": 2288.023,
      "text": "It won't remain that cheap , but even if it gets five times as",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 2288.033,
      "end": 2289.625,
      "text": "expensive , it's still not horrible .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 2289.635,
      "end": 2292.429,
      "text": "I suppose that's going to conclude our first look and test of the",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 2292.439,
      "end": 2296.834,
      "text": "0813 Deepseek V4 Pro model , the general availability version .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 2296.844,
      "end": 2298.436,
      "text": "And this is now out of preview .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 2298.446,
      "end": 2300.438,
      "text": "And that's just pretty exciting .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 2300.448,
      "end": 2303.411,
      "text": "Basically, now I think I'm going to test Grok 3",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow",
      "text_original": "Basically , now I think I'm going to test Grock 4 .",
      "correction_applied": true,
      "correction_source": "llm_correct_a_presegmentation"
    },
    {
      "start": 2303.421,
      "end": 2305.28,
      "text": "because that also came out today.",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow",
      "text_original": "6 because that also came out today .",
      "correction_applied": true,
      "correction_source": "llm_correct_a_presegmentation"
    },
    {
      "start": 2305.29,
      "end": 2307.767,
      "text": "And then I believe Friday Qwen 2",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow",
      "text_original": "And then I believe Friday Quen 3 .",
      "correction_applied": true,
      "correction_source": "llm_correct_a_presegmentation"
    },
    {
      "start": 2307.777,
      "end": 2308.82,
      "text": "72B is coming out.",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow",
      "text_original": "827B is coming out .",
      "correction_applied": true,
      "correction_source": "llm_correct_a_presegmentation"
    },
    {
      "start": 2308.83,
      "end": 2310.26,
      "text": "So that'll be exciting as well .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 2310.27,
      "end": 2313.22,
      "text": "Seems like there's been this has been like a pretty busy week in",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 2313.23,
      "end": 2314.341,
      "text": "terms of model releases .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 2314.351,
      "end": 2315.7,
      "text": "So that's cool also .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 2315.71,
      "end": 2317.264,
      "text": "And when MuseTalk 1",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow",
      "text_original": "And when Musepark 1 .",
      "correction_applied": true,
      "correction_source": "llm_correct_a_presegmentation"
    },
    {
      "start": 2317.274,
      "end": 2318.974,
      "text": "2 comes out , that's going to be awesome .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 2318.984,
      "end": 2321.449,
      "text": "I don't know how big it is , but I'm very excited to try to run",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 2321.459,
      "end": 2322.089,
      "text": "it locally .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 2322.099,
      "end": 2324.884,
      "text": "So with that , if you have any questions , please feel free to",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 2324.894,
      "end": 2326.002,
      "text": "leave them in the comments .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    },
    {
      "start": 2326.012,
      "end": 2329.046,
      "text": "And thanks for watching .",
      "source": "source_caption",
      "timing_source": "vad_whisper_monotonic_reflow"
    }
  ],
  "transcript_selection": {
    "schema": "videonote.transcript_selection.v1",
    "status": "SELECTED",
    "requested_language": "en",
    "duration": 2327.573313,
    "reference_path": "/Users/sagawa/AI_WORK/video_notes/url/20260813_210043__DeepSeek_V4_Pro_Is_HERE_Is_THIS_the_BEST_Open_Model_Yet/reference_subtitle.vtt",
    "reference_kind": "automatic_original",
    "reference_language": "en-orig",
    "selected_source": "youtube_auto_original",
    "decision_reason": "source_timing_retained_after_quality_gate",
    "whisper_rejected": false,
    "source_profile": {
      "segment_count": 1008,
      "multilingual": false,
      "first_start": 0.08,
      "final_end": 2329.2,
      "duration_coverage": 1.0,
      "maximum_gap_seconds": 0.08,
      "inverted_count": 0,
      "language": {
        "requested": "en",
        "matched": true,
        "latin": 27144,
        "han": 0,
        "kana": 0,
        "hangul": 0
      },
      "hallucination_region_count": 0,
      "hallucination_regions": [],
      "usable_full": true,
      "usable_partial": true
    },
    "whisper_profile": {
      "segment_count": 465,
      "multilingual": false,
      "first_start": 0.0,
      "final_end": 2327.235,
      "duration_coverage": 0.999855,
      "maximum_gap_seconds": 4.88,
      "inverted_count": 0,
      "language": {
        "requested": "en",
        "matched": true,
        "latin": 27144,
        "han": 0,
        "kana": 0,
        "hangul": 0
      },
      "hallucination_region_count": 0,
      "hallucination_regions": [],
      "usable_full": true,
      "usable_partial": true
    },
    "comparison": {
      "window_seconds": 30.0,
      "compared_window_count": 78,
      "median_score": 0.9355,
      "divergent_window_count": 0,
      "divergent_ratio": 0.0,
      "divergent_windows": []
    },
    "timestamp_alignment": {
      "applied": false,
      "estimated_offset_seconds": 0.0,
      "matched_segment_count": 0,
      "match_scores": []
    },
    "caption_timing_repair": {
      "method": "monotonic_multi_anchor_piecewise_interpolation",
      "applied": false,
      "anchor_count": 0,
      "anchors": [],
      "source_block_count": 213,
      "whisper_block_count": 196,
      "matched_block_count": 153,
      "case_normalization": {
        "applied": false,
        "changed_segment_count": 0
      },
      "source_text_preserved": true,
      "reason": "source_timing_retained_after_quality_gate"
    },
    "filled_source_profile": {
      "segment_count": 263,
      "multilingual": false,
      "first_start": 0.08,
      "final_end": 2329.2,
      "duration_coverage": 1.0,
      "maximum_gap_seconds": 0.08,
      "inverted_count": 0,
      "language": {
        "requested": "en",
        "matched": true,
        "latin": 27144,
        "han": 0,
        "kana": 0,
        "hangul": 0
      },
      "hallucination_region_count": 0,
      "hallucination_regions": [],
      "usable_full": true,
      "usable_partial": true
    },
    "whisper_duration_guard": {
      "media_duration": 2327.573,
      "rejected_segment_count": 0,
      "rejected_segments": []
    }
  },
  "caption_alignment": {
    "method": "vad_whisper_monotonic_reflow",
    "applied": true,
    "source_text_authority": "preserved"
  },
  "presegmentation_correction": {
    "applied": true,
    "correction_count": 141
  }
}
