{
  "text": "Hello 大家好\n我每天都在用 AI\n但有時候還是會被 AI 的進步速度給震撼到\n前幾天我給 Opus 5.5 一段非常非常簡單的提示詞\n請他幫我做一支 iPhone 18 的宣傳影片\n完成後我沒有做任何的調整\n因為第一版的產出就讓我大開眼界\n那我們廢話不多說\n直接把舞臺交給 Opus 5.5\n可以看到畫面上這段我給他的提示詞\n真的非常簡單\n大意是請它做一支一分鐘的 iPhone 18 官方廣告\n要有電影感，音效要有力\n要用什麼工具，下載什麼都由他自主決定\n中間我沒有補任何一句話\n它就直接交出這支影片給我\n畫面，音樂，音效\n全部都是它自己寫程式碼做出來的\n沒有使用任何一個外部素材\n我雖然不是專業的剪輯或者影音背景\n有些細節可能沒有專業人士這麼講究\n但看完後覺得 Opus 5.5 的產出水準\n已經讓我非常滿意了\n畢竟我是一個剪輯小白\n而一句簡單的提示詞就可以得到這樣的產出\n更不用說如果我花時間微調\n測試可以做出什麼東西了\n這部宣傳片最讓我感到震驚的地方有兩個\n第一個就是 14 秒的這一段手機轉身\n切換特寫的節奏真的非常帥\n我上網一查才知道\n這是用了一種叫做 Montage 的剪輯手法\n把好幾個局部鏡頭快速剪在一起\n先抽掉聲音，再一口氣把情緒推上去\n我的 prompt 其實只寫了要 high-energy\n根本沒教它怎麼剪\n但它竟然懂得用先安靜\n再爆發來製造落差\n第二個是它的視覺細節\n幾乎沒有犯任何 AI 常見的破綻\n機身比例，鏡頭模組\n連底部的充電孔都有精準做出來\n特別是 Apple Intelligence 這一幕\n螢幕邊緣的光是自然照在手機背後的\n光影有真實的物理反射，看起來非常精緻\n不像很多 AI 只是把光影特效硬貼上去\n很僵硬又很沒質感\n不過看到這個產出之後\n也讓我好奇那前一代的 Opus 5 做得到嗎？\n會不會只是因為我之前\n沒有去測試模型這部分的能力邊界\n於是我用了一字不差的 prompt\n讓 Opus 5 也跑了一次\n讓我們一起來看看結果如何\n看完之後\n確實 Opus 5 的表現就已經在一定的水準之上\n甚至比我想像中的好一點\n因此確實不是在這一代之間就有這樣的大躍進\n做出來的成品算是堪用\n不過如果要真正拿來發布\n還會需要花不少力氣去調整\n相對於 Opus 5.5\nOpus 5 的產出主要輸在兩個地方\n首先是剪輯節奏\nOpus 5.5 明顯更會製造張力和落差\n相比之下，Opus 5 整體的節奏就沒那麼好\n畫面推進比較平\n少了那種情緒的層次還有堆疊\n再來是質感跟細節\n包括它的字體排版\n還有在 logo 外面發光的那個光暈渲染\n其實都沒有做得很到位\n一眼就看得到很多畫面上的瑕疵\n更不用說 iPhone 手機本體的建模了\nOpus 5 做出來的根本不像真的手機\n看完這兩代模型的產出差異後\n我也好奇到底不一樣的地方是什麼\n因此我稍微研究了一下\nOpus 5.5 跟 Opus 5 的執行過程\n發現最核心的差異主要在兩點\n第一個是會不會挑工具\nOpus 5.5 發現我電腦裡裝了 3D 建模軟體 Blender\n它就直接調用 Blender 來做 iPhone\n更聰明的是，在等算圖的空檔\n它還用 Python 演算法合成出背景音樂\n用 OpenCV 加上電影鏡頭的光暈\n最後用 Remotion 寫程式把整支片剪出來\n一個 agent 把整個製作組的工作全包了\n反觀 Opus 5\n它根本不管環境裡有什麼現成軟體\n只會從零自己寫程式硬把影片算出來\n所以做出來的東西自然而然就比較粗糙\n第二個是懂不懂得回頭檢查\n也就是我們前面強調過的驗證自己的產出\n整個過程中 Opus 5.5 主動截圖檢查了他做的影片\n整整 42 次，而 Opus 5 只有 14 次\nOpus 5.5 在自我檢查的過程中\n把字卡壓到手機，畫面太暗\n亮屏太刺眼這些小瑕疵\n都在交片前自己默默修掉了\n但 Opus 5 就只是照指令把程式跑完\n畫面上的粗糙跟破綻，它連看都沒看\n直接交差\n從這個例子來看\n這兩代模型到底差在哪裡？\nOpus 5 停留在代碼生成工具\n只要程式碼能跑，沒報錯\n它就覺得任務完成了\n但 Opus 5.5 已經是一個有導演思維的自主 Agent\n它不只是單純會寫 code\n而是懂得調動周圍的專業工具\n並且打從心底在乎觀眾看到的成品到底好不好看\n這兩個之間最大的差異\n就是一個只是把東西做出來\n另一個是真的有想把東西做好\niPhone 宣傳片的製作 prompt\n就如同我一開始所呈現的那樣\n有興趣的夥伴可以直接拿去試試看\n也可以做成自己最近正在銷售的產品\n不過為了確認這不是碰巧\n我又參考了在 Reddit 上看到的一個很紅的案例進行復刻\n一樣只給一段簡單的 prompt\n請它做一支急診室的恐怖短片\n我們先看 Opus 5.5 的版本\n再來看看 Opus 5 的版本\n兩支片放在一起，差最多的依然是質感\nOpus 5.5 做出來的元件比較完整\n而且光影跟壓迫感做得很足\nOpus 5 雖然做得不算差\n但就感覺比較像早期的那種平面電腦動畫\n他們之間的差距\n其實就跟我們上面講的一樣\nOpus 5 單單用程式在平面上把畫面算出來\n而 Opus 5.5 則是算出一條真正立體的醫院走廊\n有深邃感，有真實的光影反射\n而且 Opus 5.5 依然維持著反覆自我審視的習慣\n邊做邊微調細節\n而 Opus 5 還是那個老樣子\n缺乏這種把關意識\n代碼跑完就算完事\n我們從這兩個例子就可以很清楚地看出來\n這兩個模型在品味上\n以及做事方法之間的差距\n回到我現在對 Opus 5.5 的看法\n就像影片一開始提到的\n雖然我每天都這麼高頻率地在用 AI\n但這次我發現\n自己依然還是低估了 AI 的能力\n我真的完全想不到\n它在做影片這件事上的跨度可以這麼大\n而且竟然能進化得這麼快\n所以回到頻道很久以前講過的觀念\n我們身處在 AI 時代最該有的思維\n是永遠保持探索的心態\n永遠願意放手去嘗試\n很多時候你不去試\n根本不知道邊界在哪裡\n可能真的就在未來的某一天\n你動手一試才驚訝地發現\n原來你手頭上的工作\nAI 早就可以全部幫你做完了\n另外，除了視覺能力以外\n這次 Opus 5.5 另一個很有感的更新\n就是我覺得溝通變順了\n比較不會回覆一堆天書給我\n我們在 Skool 實戰營的夥伴也有類似的感覺\n不知道你們怎麼想\nOpus 5.5 講話起來有比較舒服嗎？\n底下留言告訴我\n那以上就是今天的內容\n各位喜歡的話，記得幫我按讚\n追蹤加分享\n這是我持續創作下去的動力\n我們下次見！",
  "language": "zh",
  "duration": 594.198625,
  "segments": [
    {
      "start": 0.0,
      "end": 0.68,
      "text": "Hello 大家好",
      "source": "source_caption"
    },
    {
      "start": 0.779,
      "end": 1.74,
      "text": "我每天都在用 AI",
      "source": "source_caption"
    },
    {
      "start": 1.799,
      "end": 4.4,
      "text": "但有時候還是會被 AI 的進步速度給震撼到",
      "source": "source_caption"
    },
    {
      "start": 5.059,
      "end": 7.98,
      "text": "前幾天我給 Opus 5.5 一段非常非常簡單的提示詞",
      "source": "source_caption"
    },
    {
      "start": 8.039,
      "end": 10.56,
      "text": "請他幫我做一支 iPhone 18 的宣傳影片",
      "source": "source_caption"
    },
    {
      "start": 10.72,
      "end": 12.199,
      "text": "完成後我沒有做任何的調整",
      "source": "source_caption"
    },
    {
      "start": 12.34,
      "end": 14.26,
      "text": "因為第一版的產出就讓我大開眼界",
      "source": "source_caption"
    },
    {
      "start": 14.579,
      "end": 15.939,
      "text": "那我們廢話不多說",
      "source": "source_caption"
    },
    {
      "start": 15.939,
      "end": 17.804,
      "text": "直接把舞臺交給 Opus 5.5",
      "source": "source_caption"
    },
    {
      "start": 78.72,
      "end": 80.64,
      "text": "可以看到畫面上這段我給他的提示詞",
      "source": "source_caption"
    },
    {
      "start": 80.759,
      "end": 81.619,
      "text": "真的非常簡單",
      "source": "source_caption"
    },
    {
      "start": 81.879,
      "end": 84.64,
      "text": "大意是請它做一支一分鐘的 iPhone 18 官方廣告",
      "source": "source_caption"
    },
    {
      "start": 84.759,
      "end": 86.679,
      "text": "要有電影感，音效要有力",
      "source": "source_caption"
    },
    {
      "start": 86.82,
      "end": 89.72,
      "text": "要用什麼工具，下載什麼都由他自主決定",
      "source": "source_caption"
    },
    {
      "start": 90.08,
      "end": 91.64,
      "text": "中間我沒有補任何一句話",
      "source": "source_caption"
    },
    {
      "start": 91.76,
      "end": 93.619,
      "text": "它就直接交出這支影片給我",
      "source": "source_caption"
    },
    {
      "start": 93.619,
      "end": 95.099,
      "text": "畫面，音樂，音效",
      "source": "source_caption"
    },
    {
      "start": 95.18,
      "end": 97.64,
      "text": "全部都是它自己寫程式碼做出來的",
      "source": "source_caption"
    },
    {
      "start": 97.64,
      "end": 99.02,
      "text": "沒有使用任何一個外部素材",
      "source": "source_caption"
    },
    {
      "start": 99.64,
      "end": 101.759,
      "text": "我雖然不是專業的剪輯或者影音背景",
      "source": "source_caption"
    },
    {
      "start": 101.759,
      "end": 103.88,
      "text": "有些細節可能沒有專業人士這麼講究",
      "source": "source_caption"
    },
    {
      "start": 103.899,
      "end": 106.059,
      "text": "但看完後覺得 Opus 5.5 的產出水準",
      "source": "source_caption"
    },
    {
      "start": 106.059,
      "end": 107.82,
      "text": "已經讓我非常滿意了",
      "source": "source_caption"
    },
    {
      "start": 107.82,
      "end": 108.82,
      "text": "畢竟我是一個剪輯小白",
      "source": "source_caption"
    },
    {
      "start": 108.939,
      "end": 111.619,
      "text": "而一句簡單的提示詞就可以得到這樣的產出",
      "source": "source_caption"
    },
    {
      "start": 111.739,
      "end": 113.64,
      "text": "更不用說如果我花時間微調",
      "source": "source_caption"
    },
    {
      "start": 113.779,
      "end": 116.2,
      "text": "測試可以做出什麼東西了",
      "source": "source_caption"
    },
    {
      "start": 116.2,
      "end": 118.3,
      "text": "這部宣傳片最讓我感到震驚的地方有兩個",
      "source": "source_caption"
    },
    {
      "start": 118.899,
      "end": 121.059,
      "text": "第一個就是 14 秒的這一段手機轉身",
      "source": "source_caption"
    },
    {
      "start": 121.459,
      "end": 123.32,
      "text": "切換特寫的節奏真的非常帥",
      "source": "source_caption"
    },
    {
      "start": 123.32,
      "end": 124.279,
      "text": "我上網一查才知道",
      "source": "source_caption"
    },
    {
      "start": 124.279,
      "end": 126.259,
      "text": "這是用了一種叫做 Montage 的剪輯手法",
      "source": "source_caption"
    },
    {
      "start": 126.34,
      "end": 128.46,
      "text": "把好幾個局部鏡頭快速剪在一起",
      "source": "source_caption"
    },
    {
      "start": 128.499,
      "end": 131.539,
      "text": "先抽掉聲音，再一口氣把情緒推上去",
      "source": "source_caption"
    },
    {
      "start": 131.539,
      "end": 133.28,
      "text": "我的 prompt 其實只寫了要 high-energy",
      "source": "source_caption"
    },
    {
      "start": 133.28,
      "end": 134.3,
      "text": "根本沒教它怎麼剪",
      "source": "source_caption"
    },
    {
      "start": 134.38,
      "end": 135.859,
      "text": "但它竟然懂得用先安靜",
      "source": "source_caption"
    },
    {
      "start": 135.859,
      "end": 137.24,
      "text": "再爆發來製造落差",
      "source": "source_caption"
    },
    {
      "start": 138.16,
      "end": 139.499,
      "text": "第二個是它的視覺細節",
      "source": "source_caption"
    },
    {
      "start": 139.579,
      "end": 141.759,
      "text": "幾乎沒有犯任何 AI 常見的破綻",
      "source": "source_caption"
    },
    {
      "start": 141.96,
      "end": 143.56,
      "text": "機身比例，鏡頭模組",
      "source": "source_caption"
    },
    {
      "start": 143.6,
      "end": 145.359,
      "text": "連底部的充電孔都有精準做出來",
      "source": "source_caption"
    },
    {
      "start": 145.939,
      "end": 147.48,
      "text": "特別是 Apple Intelligence 這一幕",
      "source": "source_caption"
    },
    {
      "start": 147.48,
      "end": 150.16,
      "text": "螢幕邊緣的光是自然照在手機背後的",
      "source": "source_caption"
    },
    {
      "start": 150.16,
      "end": 152.52,
      "text": "光影有真實的物理反射，看起來非常精緻",
      "source": "source_caption"
    },
    {
      "start": 152.539,
      "end": 155.499,
      "text": "不像很多 AI 只是把光影特效硬貼上去",
      "source": "source_caption"
    },
    {
      "start": 155.499,
      "end": 156.939,
      "text": "很僵硬又很沒質感",
      "source": "source_caption"
    },
    {
      "start": 157.259,
      "end": 158.6,
      "text": "不過看到這個產出之後",
      "source": "source_caption"
    },
    {
      "start": 158.6,
      "end": 161.24,
      "text": "也讓我好奇那前一代的 Opus 5 做得到嗎？",
      "source": "source_caption"
    },
    {
      "start": 161.399,
      "end": 162.42,
      "text": "會不會只是因為我之前",
      "source": "source_caption"
    },
    {
      "start": 162.42,
      "end": 164.92,
      "text": "沒有去測試模型這部分的能力邊界",
      "source": "source_caption"
    },
    {
      "start": 164.96,
      "end": 166.619,
      "text": "於是我用了一字不差的 prompt",
      "source": "source_caption"
    },
    {
      "start": 166.619,
      "end": 167.98,
      "text": "讓 Opus 5 也跑了一次",
      "source": "source_caption"
    },
    {
      "start": 167.999,
      "end": 169.8,
      "text": "讓我們一起來看看結果如何",
      "source": "source_caption"
    },
    {
      "start": 230.899,
      "end": 231.6,
      "text": "看完之後",
      "source": "source_caption"
    },
    {
      "start": 231.6,
      "end": 234.22,
      "text": "確實 Opus 5 的表現就已經在一定的水準之上",
      "source": "source_caption"
    },
    {
      "start": 234.22,
      "end": 235.58,
      "text": "甚至比我想像中的好一點",
      "source": "source_caption"
    },
    {
      "start": 235.58,
      "end": 238.199,
      "text": "因此確實不是在這一代之間就有這樣的大躍進",
      "source": "source_caption"
    },
    {
      "start": 238.419,
      "end": 240.019,
      "text": "做出來的成品算是堪用",
      "source": "source_caption"
    },
    {
      "start": 240.019,
      "end": 241.559,
      "text": "不過如果要真正拿來發布",
      "source": "source_caption"
    },
    {
      "start": 241.78,
      "end": 244.059,
      "text": "還會需要花不少力氣去調整",
      "source": "source_caption"
    },
    {
      "start": 244.059,
      "end": 245.32,
      "text": "相對於 Opus 5.5",
      "source": "source_caption"
    },
    {
      "start": 245.32,
      "end": 247.299,
      "text": "Opus 5 的產出主要輸在兩個地方",
      "source": "source_caption"
    },
    {
      "start": 247.979,
      "end": 249.5,
      "text": "首先是剪輯節奏",
      "source": "source_caption"
    },
    {
      "start": 249.639,
      "end": 251.939,
      "text": "Opus 5.5 明顯更會製造張力和落差",
      "source": "source_caption"
    },
    {
      "start": 252.06,
      "end": 254.54,
      "text": "相比之下，Opus 5 整體的節奏就沒那麼好",
      "source": "source_caption"
    },
    {
      "start": 254.54,
      "end": 255.439,
      "text": "畫面推進比較平",
      "source": "source_caption"
    },
    {
      "start": 255.499,
      "end": 257.359,
      "text": "少了那種情緒的層次還有堆疊",
      "source": "source_caption"
    },
    {
      "start": 258.06,
      "end": 259.48,
      "text": "再來是質感跟細節",
      "source": "source_caption"
    },
    {
      "start": 259.84,
      "end": 261.1,
      "text": "包括它的字體排版",
      "source": "source_caption"
    },
    {
      "start": 261.18,
      "end": 263.62,
      "text": "還有在 logo 外面發光的那個光暈渲染",
      "source": "source_caption"
    },
    {
      "start": 263.62,
      "end": 265.2,
      "text": "其實都沒有做得很到位",
      "source": "source_caption"
    },
    {
      "start": 265.239,
      "end": 267.32,
      "text": "一眼就看得到很多畫面上的瑕疵",
      "source": "source_caption"
    },
    {
      "start": 267.379,
      "end": 270.06,
      "text": "更不用說 iPhone 手機本體的建模了",
      "source": "source_caption"
    },
    {
      "start": 270.06,
      "end": 272.139,
      "text": "Opus 5 做出來的根本不像真的手機",
      "source": "source_caption"
    },
    {
      "start": 272.54,
      "end": 274.4,
      "text": "看完這兩代模型的產出差異後",
      "source": "source_caption"
    },
    {
      "start": 274.4,
      "end": 276.04,
      "text": "我也好奇到底不一樣的地方是什麼",
      "source": "source_caption"
    },
    {
      "start": 276.159,
      "end": 277.519,
      "text": "因此我稍微研究了一下",
      "source": "source_caption"
    },
    {
      "start": 277.519,
      "end": 279.239,
      "text": "Opus 5.5 跟 Opus 5 的執行過程",
      "source": "source_caption"
    },
    {
      "start": 279.46,
      "end": 281.859,
      "text": "發現最核心的差異主要在兩點",
      "source": "source_caption"
    },
    {
      "start": 281.859,
      "end": 283.54,
      "text": "第一個是會不會挑工具",
      "source": "source_caption"
    },
    {
      "start": 284.019,
      "end": 287.299,
      "text": "Opus 5.5 發現我電腦裡裝了 3D 建模軟體 Blender",
      "source": "source_caption"
    },
    {
      "start": 287.42,
      "end": 289.18,
      "text": "它就直接調用 Blender 來做 iPhone",
      "source": "source_caption"
    },
    {
      "start": 289.68,
      "end": 291.76,
      "text": "更聰明的是，在等算圖的空檔",
      "source": "source_caption"
    },
    {
      "start": 291.76,
      "end": 294.04,
      "text": "它還用 Python 演算法合成出背景音樂",
      "source": "source_caption"
    },
    {
      "start": 294.139,
      "end": 296.26,
      "text": "用 OpenCV 加上電影鏡頭的光暈",
      "source": "source_caption"
    },
    {
      "start": 296.48,
      "end": 299.26,
      "text": "最後用 Remotion 寫程式把整支片剪出來",
      "source": "source_caption"
    },
    {
      "start": 299.26,
      "end": 301.879,
      "text": "一個 agent 把整個製作組的工作全包了",
      "source": "source_caption"
    },
    {
      "start": 301.879,
      "end": 302.659,
      "text": "反觀 Opus 5",
      "source": "source_caption"
    },
    {
      "start": 302.779,
      "end": 304.719,
      "text": "它根本不管環境裡有什麼現成軟體",
      "source": "source_caption"
    },
    {
      "start": 304.779,
      "end": 307.2,
      "text": "只會從零自己寫程式硬把影片算出來",
      "source": "source_caption"
    },
    {
      "start": 307.34,
      "end": 309.34,
      "text": "所以做出來的東西自然而然就比較粗糙",
      "source": "source_caption"
    },
    {
      "start": 310.139,
      "end": 311.579,
      "text": "第二個是懂不懂得回頭檢查",
      "source": "source_caption"
    },
    {
      "start": 311.579,
      "end": 313.579,
      "text": "也就是我們前面強調過的驗證自己的產出",
      "source": "source_caption"
    },
    {
      "start": 313.719,
      "end": 316.82,
      "text": "整個過程中 Opus 5.5 主動截圖檢查了他做的影片",
      "source": "source_caption"
    },
    {
      "start": 316.82,
      "end": 319.54,
      "text": "整整 42 次，而 Opus 5 只有 14 次",
      "source": "source_caption"
    },
    {
      "start": 319.54,
      "end": 321.84,
      "text": "Opus 5.5 在自我檢查的過程中",
      "source": "source_caption"
    },
    {
      "start": 321.84,
      "end": 323.68,
      "text": "把字卡壓到手機，畫面太暗",
      "source": "source_caption"
    },
    {
      "start": 323.7,
      "end": 325.359,
      "text": "亮屏太刺眼這些小瑕疵",
      "source": "source_caption"
    },
    {
      "start": 325.46,
      "end": 327.799,
      "text": "都在交片前自己默默修掉了",
      "source": "source_caption"
    },
    {
      "start": 327.799,
      "end": 330.579,
      "text": "但 Opus 5 就只是照指令把程式跑完",
      "source": "source_caption"
    },
    {
      "start": 330.579,
      "end": 332.999,
      "text": "畫面上的粗糙跟破綻，它連看都沒看",
      "source": "source_caption"
    },
    {
      "start": 332.999,
      "end": 333.533,
      "text": "直接交差",
      "source": "source_caption"
    },
    {
      "start": 333.939,
      "end": 334.999,
      "text": "從這個例子來看",
      "source": "source_caption"
    },
    {
      "start": 334.999,
      "end": 336.42,
      "text": "這兩代模型到底差在哪裡？",
      "source": "source_caption"
    },
    {
      "start": 336.859,
      "end": 338.9,
      "text": "Opus 5 停留在代碼生成工具",
      "source": "source_caption"
    },
    {
      "start": 338.96,
      "end": 340.639,
      "text": "只要程式碼能跑，沒報錯",
      "source": "source_caption"
    },
    {
      "start": 340.639,
      "end": 342.079,
      "text": "它就覺得任務完成了",
      "source": "source_caption"
    },
    {
      "start": 342.4,
      "end": 345.18,
      "text": "但 Opus 5.5 已經是一個有導演思維的自主 Agent",
      "source": "source_caption"
    },
    {
      "start": 345.54,
      "end": 346.939,
      "text": "它不只是單純會寫 code",
      "source": "source_caption"
    },
    {
      "start": 346.939,
      "end": 348.84,
      "text": "而是懂得調動周圍的專業工具",
      "source": "source_caption"
    },
    {
      "start": 348.84,
      "end": 352.239,
      "text": "並且打從心底在乎觀眾看到的成品到底好不好看",
      "source": "source_caption"
    },
    {
      "start": 352.299,
      "end": 353.719,
      "text": "這兩個之間最大的差異",
      "source": "source_caption"
    },
    {
      "start": 354.079,
      "end": 355.68,
      "text": "就是一個只是把東西做出來",
      "source": "source_caption"
    },
    {
      "start": 355.779,
      "end": 358.079,
      "text": "另一個是真的有想把東西做好",
      "source": "source_caption"
    },
    {
      "start": 358.2,
      "end": 359.6,
      "text": "iPhone 宣傳片的製作 prompt",
      "source": "source_caption"
    },
    {
      "start": 359.6,
      "end": 361.279,
      "text": "就如同我一開始所呈現的那樣",
      "source": "source_caption"
    },
    {
      "start": 361.379,
      "end": 363.379,
      "text": "有興趣的夥伴可以直接拿去試試看",
      "source": "source_caption"
    },
    {
      "start": 363.379,
      "end": 365.779,
      "text": "也可以做成自己最近正在銷售的產品",
      "source": "source_caption"
    },
    {
      "start": 365.859,
      "end": 367.18,
      "text": "不過為了確認這不是碰巧",
      "source": "source_caption"
    },
    {
      "start": 367.239,
      "end": 370.26,
      "text": "我又參考了在 Reddit 上看到的一個很紅的案例進行復刻",
      "source": "source_caption"
    },
    {
      "start": 370.68,
      "end": 372.18,
      "text": "一樣只給一段簡單的 prompt",
      "source": "source_caption"
    },
    {
      "start": 372.219,
      "end": 374.279,
      "text": "請它做一支急診室的恐怖短片",
      "source": "source_caption"
    },
    {
      "start": 375.1,
      "end": 377.062,
      "text": "我們先看 Opus 5.5 的版本",
      "source": "source_caption"
    },
    {
      "start": 437.959,
      "end": 439.529,
      "text": "再來看看 Opus 5 的版本",
      "source": "source_caption"
    },
    {
      "start": 500.4,
      "end": 503.14,
      "text": "兩支片放在一起，差最多的依然是質感",
      "source": "source_caption"
    },
    {
      "start": 503.379,
      "end": 505.279,
      "text": "Opus 5.5 做出來的元件比較完整",
      "source": "source_caption"
    },
    {
      "start": 505.379,
      "end": 507.14,
      "text": "而且光影跟壓迫感做得很足",
      "source": "source_caption"
    },
    {
      "start": 507.14,
      "end": 508.499,
      "text": "Opus 5 雖然做得不算差",
      "source": "source_caption"
    },
    {
      "start": 508.58,
      "end": 511.219,
      "text": "但就感覺比較像早期的那種平面電腦動畫",
      "source": "source_caption"
    },
    {
      "start": 511.96,
      "end": 512.74,
      "text": "他們之間的差距",
      "source": "source_caption"
    },
    {
      "start": 512.74,
      "end": 514.4,
      "text": "其實就跟我們上面講的一樣",
      "source": "source_caption"
    },
    {
      "start": 514.46,
      "end": 517.499,
      "text": "Opus 5 單單用程式在平面上把畫面算出來",
      "source": "source_caption"
    },
    {
      "start": 517.659,
      "end": 520.64,
      "text": "而 Opus 5.5 則是算出一條真正立體的醫院走廊",
      "source": "source_caption"
    },
    {
      "start": 520.819,
      "end": 522.779,
      "text": "有深邃感，有真實的光影反射",
      "source": "source_caption"
    },
    {
      "start": 523.24,
      "end": 526.08,
      "text": "而且 Opus 5.5 依然維持著反覆自我審視的習慣",
      "source": "source_caption"
    },
    {
      "start": 526.08,
      "end": 527.279,
      "text": "邊做邊微調細節",
      "source": "source_caption"
    },
    {
      "start": 527.279,
      "end": 529.24,
      "text": "而 Opus 5 還是那個老樣子",
      "source": "source_caption"
    },
    {
      "start": 529.24,
      "end": 530.36,
      "text": "缺乏這種把關意識",
      "source": "source_caption"
    },
    {
      "start": 530.36,
      "end": 531.84,
      "text": "代碼跑完就算完事",
      "source": "source_caption"
    },
    {
      "start": 532.159,
      "end": 534.58,
      "text": "我們從這兩個例子就可以很清楚地看出來",
      "source": "source_caption"
    },
    {
      "start": 534.599,
      "end": 536.3,
      "text": "這兩個模型在品味上",
      "source": "source_caption"
    },
    {
      "start": 536.3,
      "end": 538.46,
      "text": "以及做事方法之間的差距",
      "source": "source_caption"
    },
    {
      "start": 538.52,
      "end": 540.719,
      "text": "回到我現在對 Opus 5.5 的看法",
      "source": "source_caption"
    },
    {
      "start": 541.099,
      "end": 542.64,
      "text": "就像影片一開始提到的",
      "source": "source_caption"
    },
    {
      "start": 542.64,
      "end": 544.379,
      "text": "雖然我每天都這麼高頻率地在用 AI",
      "source": "source_caption"
    },
    {
      "start": 544.539,
      "end": 545.499,
      "text": "但這次我發現",
      "source": "source_caption"
    },
    {
      "start": 545.7,
      "end": 547.9,
      "text": "自己依然還是低估了 AI 的能力",
      "source": "source_caption"
    },
    {
      "start": 547.9,
      "end": 548.999,
      "text": "我真的完全想不到",
      "source": "source_caption"
    },
    {
      "start": 549.159,
      "end": 551.96,
      "text": "它在做影片這件事上的跨度可以這麼大",
      "source": "source_caption"
    },
    {
      "start": 551.999,
      "end": 553.62,
      "text": "而且竟然能進化得這麼快",
      "source": "source_caption"
    },
    {
      "start": 554.42,
      "end": 556.34,
      "text": "所以回到頻道很久以前講過的觀念",
      "source": "source_caption"
    },
    {
      "start": 556.34,
      "end": 558.379,
      "text": "我們身處在 AI 時代最該有的思維",
      "source": "source_caption"
    },
    {
      "start": 558.379,
      "end": 559.939,
      "text": "是永遠保持探索的心態",
      "source": "source_caption"
    },
    {
      "start": 559.939,
      "end": 561.779,
      "text": "永遠願意放手去嘗試",
      "source": "source_caption"
    },
    {
      "start": 561.779,
      "end": 563.499,
      "text": "很多時候你不去試",
      "source": "source_caption"
    },
    {
      "start": 563.499,
      "end": 564.92,
      "text": "根本不知道邊界在哪裡",
      "source": "source_caption"
    },
    {
      "start": 564.92,
      "end": 566.319,
      "text": "可能真的就在未來的某一天",
      "source": "source_caption"
    },
    {
      "start": 566.319,
      "end": 568.18,
      "text": "你動手一試才驚訝地發現",
      "source": "source_caption"
    },
    {
      "start": 568.219,
      "end": 569.84,
      "text": "原來你手頭上的工作",
      "source": "source_caption"
    },
    {
      "start": 569.879,
      "end": 571.7,
      "text": "AI 早就可以全部幫你做完了",
      "source": "source_caption"
    },
    {
      "start": 572.279,
      "end": 573.939,
      "text": "另外，除了視覺能力以外",
      "source": "source_caption"
    },
    {
      "start": 573.939,
      "end": 576.14,
      "text": "這次 Opus 5.5 另一個很有感的更新",
      "source": "source_caption"
    },
    {
      "start": 576.14,
      "end": 577.84,
      "text": "就是我覺得溝通變順了",
      "source": "source_caption"
    },
    {
      "start": 577.84,
      "end": 579.539,
      "text": "比較不會回覆一堆天書給我",
      "source": "source_caption"
    },
    {
      "start": 579.539,
      "end": 581.9,
      "text": "我們在 Skool 實戰營的夥伴也有類似的感覺",
      "source": "source_caption"
    },
    {
      "start": 582.08,
      "end": 583.099,
      "text": "不知道你們怎麼想",
      "source": "source_caption"
    },
    {
      "start": 583.18,
      "end": 585.479,
      "text": "Opus 5.5 講話起來有比較舒服嗎？",
      "source": "source_caption"
    },
    {
      "start": 585.479,
      "end": 586.479,
      "text": "底下留言告訴我",
      "source": "source_caption"
    },
    {
      "start": 586.839,
      "end": 588.4,
      "text": "那以上就是今天的內容",
      "source": "source_caption"
    },
    {
      "start": 588.4,
      "end": 589.9,
      "text": "各位喜歡的話，記得幫我按讚",
      "source": "source_caption"
    },
    {
      "start": 589.9,
      "end": 590.92,
      "text": "追蹤加分享",
      "source": "source_caption"
    },
    {
      "start": 590.939,
      "end": 592.68,
      "text": "這是我持續創作下去的動力",
      "source": "source_caption"
    },
    {
      "start": 592.68,
      "end": 593.46,
      "text": "我們下次見！",
      "source": "source_caption"
    }
  ],
  "transcript_selection": {
    "schema": "videonote.transcript_selection.v1",
    "status": "SELECTED",
    "requested_language": "zh",
    "duration": 594.198625,
    "reference_path": "/Users/sagawa/AI_WORK/video_notes/url/20260930_184954__Opus_5.5殺瘋了_你一定得用看看這個模型/reference_subtitle.vtt",
    "reference_kind": "manual",
    "reference_language": "zh-TW",
    "selected_source": "youtube_manual",
    "decision_reason": "source_timing_retained",
    "whisper_rejected": false,
    "source_profile": {
      "segment_count": 174,
      "multilingual": false,
      "first_start": 0.0,
      "final_end": 593.46,
      "duration_coverage": 0.998757,
      "maximum_gap_seconds": 61.099,
      "inverted_count": 0,
      "language": {
        "requested": "zh",
        "matched": true,
        "latin": 301,
        "han": 1975,
        "kana": 0,
        "hangul": 0
      },
      "hallucination_region_count": 0,
      "hallucination_regions": [],
      "usable_full": false,
      "usable_partial": true
    },
    "whisper_profile": {
      "segment_count": 231,
      "multilingual": false,
      "first_start": 0.0,
      "final_end": 593.66,
      "duration_coverage": 0.999094,
      "maximum_gap_seconds": 25.5,
      "inverted_count": 0,
      "language": {
        "requested": "zh",
        "matched": true,
        "latin": 1039,
        "han": 1203,
        "kana": 0,
        "hangul": 0
      },
      "hallucination_region_count": 0,
      "hallucination_regions": [],
      "usable_full": true,
      "usable_partial": true
    },
    "comparison": {
      "window_seconds": 30.0,
      "compared_window_count": 16,
      "median_score": 0.2126,
      "divergent_window_count": 16,
      "divergent_ratio": 1.0,
      "divergent_windows": [
        {
          "start": 0.0,
          "end": 30.0,
          "score": 0.1191,
          "sequence_similarity": 0.1365,
          "token_f1": 0.087,
          "divergent": true
        },
        {
          "start": 60.0,
          "end": 90.0,
          "score": 0.0,
          "sequence_similarity": 0.0,
          "token_f1": 0.0,
          "divergent": true
        },
        {
          "start": 90.0,
          "end": 120.0,
          "score": 0.3534,
          "sequence_similarity": 0.2732,
          "token_f1": 0.5024,
          "divergent": true
        },
        {
          "start": 120.0,
          "end": 150.0,
          "score": 0.2979,
          "sequence_similarity": 0.2564,
          "token_f1": 0.375,
          "divergent": true
        },
        {
          "start": 150.0,
          "end": 180.0,
          "score": 0.2802,
          "sequence_similarity": 0.1964,
          "token_f1": 0.4359,
          "divergent": true
        },
        {
          "start": 210.0,
          "end": 240.0,
          "score": 0.0273,
          "sequence_similarity": 0.0238,
          "token_f1": 0.0339,
          "divergent": true
        },
        {
          "start": 240.0,
          "end": 270.0,
          "score": 0.1911,
          "sequence_similarity": 0.1839,
          "token_f1": 0.2045,
          "divergent": true
        },
        {
          "start": 270.0,
          "end": 300.0,
          "score": 0.2578,
          "sequence_similarity": 0.25,
          "token_f1": 0.2723,
          "divergent": true
        },
        {
          "start": 300.0,
          "end": 330.0,
          "score": 0.2126,
          "sequence_similarity": 0.1615,
          "token_f1": 0.3077,
          "divergent": true
        },
        {
          "start": 330.0,
          "end": 360.0,
          "score": 0.2697,
          "sequence_similarity": 0.2165,
          "token_f1": 0.3684,
          "divergent": true
        },
        {
          "start": 360.0,
          "end": 390.0,
          "score": 0.3451,
          "sequence_similarity": 0.2807,
          "token_f1": 0.4648,
          "divergent": true
        },
        {
          "start": 420.0,
          "end": 450.0,
          "score": 0.4476,
          "sequence_similarity": 0.5185,
          "token_f1": 0.3158,
          "divergent": true
        },
        {
          "start": 480.0,
          "end": 510.0,
          "score": 0.0,
          "sequence_similarity": 0.0,
          "token_f1": 0.0,
          "divergent": true
        },
        {
          "start": 510.0,
          "end": 540.0,
          "score": 0.1267,
          "sequence_similarity": 0.0938,
          "token_f1": 0.1879,
          "divergent": true
        },
        {
          "start": 540.0,
          "end": 570.0,
          "score": 0.123,
          "sequence_similarity": 0.0644,
          "token_f1": 0.2318,
          "divergent": true
        },
        {
          "start": 570.0,
          "end": 594.199,
          "score": 0.1848,
          "sequence_similarity": 0.1573,
          "token_f1": 0.2359,
          "divergent": true
        }
      ]
    },
    "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": 28,
      "whisper_block_count": 29,
      "matched_block_count": 6,
      "case_normalization": {
        "applied": false,
        "changed_segment_count": 0
      },
      "source_text_preserved": true,
      "reason": "source_timing_retained"
    },
    "filled_source_profile": {
      "segment_count": 19,
      "multilingual": false,
      "first_start": 0.0,
      "final_end": 593.46,
      "duration_coverage": 0.998757,
      "maximum_gap_seconds": 60.871,
      "inverted_count": 0,
      "language": {
        "requested": "zh",
        "matched": true,
        "latin": 301,
        "han": 1975,
        "kana": 0,
        "hangul": 0
      },
      "hallucination_region_count": 0,
      "hallucination_regions": [],
      "usable_full": false,
      "usable_partial": true
    },
    "whisper_duration_guard": {
      "media_duration": 594.199,
      "rejected_segment_count": 0,
      "rejected_segments": []
    }
  }
}