{"text": "如果你只是把GPT5.6当成是一次模型分数又涨了的发布那你就可能错过了这次更新最值得警惕的一件事过去我们使用AI就像是在问一个很聪明的人让他帮我写一段代码做一页PPT读一份报告他给你一个答案你继续接手但这一次OPI展示的方向已经变了他不止回答他还开始拆解任务调用工具检查结果让多个智能体并行工作而在官方发布的直播展示内部案例旗舰模型Soul甚至参与了对NUNA的后训练工作所以最强的AI已经开始参与如何让下一代AI变得更好的那段工作流注意我不是说AI已经实现了完全自主的地规自我改进更不是说它明天就会关起门来自我进化那是两回事但是从人类研究员写脚本条参数跑实验到AI能够诊断训练系统运行实验解释结果参与模型改进这条路上最难最有价值的一段已经被他走进去了今天我们要拆开GPT5.6真正的信号那就是它为什么不只是一颗更聪明的脑袋它为什么像一个能被随时召唤出来的项目团队它为什么让未写提示词这件事开始过时以及在AI真正接手工作流之前人类究竟还剩下哪一种不可替代的能力这些视频最值得看的不是答案而是生产答案的方式变了GPT5.6这次不是只发了一个模型而是同时给出了三个长期存在的能力层级Soul、Terra和NunaSoul是旗舰解决最难的编码研究知识工作和高风险专业任务Terra是更均衡适合日常专业工作的一层Nuna则瞄准高频大规模对成本和速度极度敏感的任务官方强调这三个名字不是一次性的营销后缀而是会分别按自己的节奏演进的能力层级这背后的意思很重要也就是未来不是所有任务都扔给最贵的模型真正成熟的AI工作流会像一家组织一样分工最贵最强的Soul用来判断方向处理例外解决最难的问题Terra在稳定的中间层执行Nuna负责大规模的分类摘要提取和重要性工作而真正让我停下来的是官方在发布直播里展示的那一幕就是Soul参与后训练Nuna我们不需要把它神话成AI生孩子但它确实极具象征意义过去人类把模型当工具现在模型开始进入制造工作的流程OpenAI在博客中也明确写到研究人员已经在用GPT5.6诊断失败优化训练系统运行实验解释结果他们的内部研究评测中与低规自我改进相关的一组能力叫GPT5.5提升了16.2分这个数字不等于自动研究员已经诞生但它说明了一个方向就是AI不再只服务于最终用户也开始反过来加速AI本身的研发屏幕上的这张图不是自动研究员已经上线的证明这是自动研究员所需的一种能力就是调试实验优化和改进模型这是正在被快速补齐的证据从今天开始我们可能要习惯一个新的画面就是人类研究员不再亲自完成每一次实验而是给出目标边界和评价标准让模型去跑更多轮尝试再用人类决定什么值得被相信什么值得被部署什么值得被承担后果模型变强当然很重要但模型真正改变世界的那一刻往往不是它第一次答对难题而是它开始在可接受的成本里把完整工作交付出来OPI给GPT5.6的定位很准确一个是Inficient by Default默认高效还有一个是Maximum Performance on Demand需要时再把性能拉满别把这张图理解成一场考试的胜负它真正想展示的是当任务变长跨领域需要多部推进时模型有没有把完成一次工作的成本打下来官方数据显示在Agent's Last Exam一个覆盖55个专业领域偏长周期工作流的评测中GPT5.6Soul的最高成绩为53.6在中等推理设置下它仍然超过Cloud Fibo 5 11.4分而预估成本大约为后者的四分之一对于这个分数你要理解它的商业意义就是以前你让AI做一件长任务最怕的不是它不聪明而是它会想很久调用很多次花很多钱最后却仍然交给你一堆需要反共的半成品现在竞争的核心正在变成省得用更少的Token更少的模型往返更少的人工丁梢让任务真正往前走在编码智能体评测Artificial Analysis Coding Agent Index上官方称Soul在Max推理下达到80分相比Fibo 5高出2.8分同时输出Token少于一半耗时少于一半预估成本大约低三分之一Terra和Luna也不只是缩水吧官方称它们在相应比较中用更低的时间Token和成本仍维持很有竞争力的编码表现前面切换的这三张图要说的是同一件事就是Soul不是单纯把分数做高它试图同时少花钱少等待少吐无效Token对于写代码的人来说这比East Bank Mark多两分更接近日常体验但这里要提醒一句的是所有厂商的Benchmark都应当看作是值得测试的信号而不是你项目里的保证书真实成本会随任务提示工具调用重视次数和上下文长度大幅变化所以这期视频的结论不是GPT 5.6永远最强真正的结论是模型能力开始从一个昂贵的演示品变成一条更接近工业化的成本曲线当智能的单位成本下降原来请不起AI团队的任务才会第一次被认真地搬进真实的工作流如果说效率解决了用不用得起那Ultro解决的就是一个模型不够是怎么办过去的推理模式本质是让同一个模型多想一会儿低中高X-high max它会探索备选方案检查自己修改路径这个逻辑很好理解就是拿更多推理时间换更高质量Action再往前走了一步官方的定义非常明确它会默认协调四个agent并行处理复杂任务以更高talk消耗换取更强结果和更短的完成时间官方也展示了16A的配置的评测但那是额外配置和实验比较不要把它误读成日常默认开了16个分身看横轴和纵轴的关系理想的升级不是为了更高分而无限延迟而是在更短的时间里把结果推得更高Action的野心就是把单个agent的思考换成并行工作流这听上去像什么呢像是你把一个模糊但是困难的项目扔到会议室里瞬间出现四个人一个先做任务拆解一个去找资料和约束一个尝试执行一个专门寻找漏洞最后由系统把它们的结果汇总这就是多智能体最让人上瘾也最容易让人误解的地方它不是魔法四个错误的人不会自动拼成一个正确答案并行也不是免费的午餐Token成本协调和失败风险都会增加但对于那些路径很多需要交叉验证当个模型容易卡死的任务多智能体解决的不是想得更久而是同时从不同方向去试官方在Browsecap SEC Bench Pro和Termal Bench 2.1的图表中展示增加并行agent之后分数与延迟的边界被推向更好的一侧说白了同样是做难题他不一定要等一个人把所有路都走完Cursor的奥斯卡·舒尔茨对早期评测的评价非常克制他认为这是他们测试过的最强模型之一并特别提到了持久性、智能和整体效率但要注意的是这是合作伙伴的早期评价而并不是独立评测结论但他恰好说明开发者真正关心的已经不只是会不会补权代码了对使用者来说最关键的升级其实不是会不会点Altra而是你有没有能力把任务说成一个可被团队并行处理的目标帮我做一个网站仍然是个坏任务基于这一份品牌规范和三份访谈先提出三个信息架方案再选风险最低的方案实现成可以访问的落地也完成后检查移动端表单和关键转化路径并输出改动说明这才是可以被一个AI团队真正接住的任务未来提示词会变得越来越像像Brief不是祈祷式的问一句而是给清楚终点约束素材验收标准和不可以碰的边界我们看看这个游戏视频先别管它背后是不是AI你觉得你第一眼会不会把它当成一个真正在售的小游戏呢这就是官方把它放在A-Lib Forward InDesign第一位的原因就是真正有说服力的不是他写了多少行前端而是交回来的东西是否已经像个产品很多人低估了GPT5.6最实际的一项变化就是设计判断和计算机使用能力以前的AI很会生成它可以生成代码生成文案生成HTML生成图片但生成不等于交付它经常只能看见自己写出的文本而看不见网页渲染后是不是挤在一起也看不见按钮在移动端是否点得到也不懂一份PPT虽然信息齐全却根本不能上回OpenAI对GPT5.6的描述是它的计算机使用能力更强能检查并完善已经渲染出来的结果而不只是生成底层代码或者内容这句话非常关键它意味着AI开始拥有一条从做出来到看一眼到发现问题再到再修的反馈回路这不代表它已经拥有稳定的人类审美更不代表每次都能交出好设计但对于真实工作能看见最终呈现往往比会写一段代码更重要前面的三个交互案例比一张漂亮的网页更值得看它展示的不是静态网页生成而是模型把一个抽象概念做成可以拖可以看可以理解的交互解释器官方还特别强调了知识工作它能把 SlackNotionMicrosoft 365Google Drive等工作流中的杂论上下文整理为可以分享的专业成果在演示文稿文档和表格上它更能遵循参考模板理解版式、字句、颜色、模板和重复内容规则这类对比不如游戏炫酷但更接近日常工作真正花时间的从来不是生成第一版而是让它遵守现有版本别把关键组件丢掉能直接进入下一轮审核说点我的体验我在长期使用Hermes的时候感觉一个好的智能体不是AI一键做出神级网页而是一个更成熟更接近生产环境的过程给它一份旧的deck一套品牌规范一些散乱的资料它先理解哪些不能改哪些要补再做出可以继续编辑继续审核的出港最后让人类把时间花在判断方向上这才是所谓全能数字员工最值得讨论的版本它不是一个会替你按键盘的幽灵而是一个能把复杂信息收数成可审核产物的协作者所以你可以更新一下拆GPT的桌面版本GPT 5.6在Workspace和Codex里已经开始吞噬Hermes的这些能力它很强但Hermes仍然有自己的生存空间而支撑底层这一切的是Programmatic Tool Calling官方所说的不是AI把10万号Excel全塞进脑子而是模型可以在Responses API里面写并行内存中的轻量程序协调工具处理海量中间结果保留真正重要的信息并在过程中调整下一步少一点把数据来回搬运少一点模型与工具的往返少一点人类盯着每一小步确认你会发现真正被替代的不是某一个职业名称而是大量人类只是充当软件之间搬运工的工作片段这不是用来教任何人攻击系统的图它说明的是模型已经更能理解从脆弱代码到可执行利用之间的复杂链条所以官方同时强调它的防御性价值也就是审计修复威胁节目蓝队也必须伴随更严格的访问与监控同一件事在网络安全和生命科学上同时出现AI不再只会写一段看聪明的回答它开始参与更长更专业更需要验证的过程能力越靠近现实世界安全验证和责任就越不能被当成片尾小字OPEN也明确写了它对可信访问的限制个人需要在9月1日前启用Advanced Account Security才能保留最高Cyber Capable模型访问权组织需要申请Trusted Excise for Cyber同时会在高风险实体与高风险辖区做额外限制所以对于被限制的地区的用户我的建议是还是把核心业务放在开源模型上没有必要对目前的头部B用AI公司心存幻想当然模型发布当天最有意思的从来不是厂商自己怎么说而是第一批重度用户把它扔进真实任务之后发生了什么有一种声音是惊艳Matt Schumer分享过一个案例GPT 5.6SO一次性完成了一个体速化迈哈顿项目按他的描述模型未完成任务自己运行了接近一周你可以把它看成是一个极端案例不要把单个展示当成普遍结论但是他足够说明长周期持续执行的agent已经不只是实验室里的概念了第二种声音是泼冷水而且这种声音非常重要开发者Addit也在测试AI数据看板后直言UI仍然有浓厚的AI生成感没有看到巨大改善这正好提醒我们设计能力的提升不等于审美问题已经被彻底解决能做出一个能跑的界面和能做出一个让用户愿意停留让品牌愿意签字的界面中间仍然隔着品位上下文和业务判断第三种声音可能是我最喜欢的一条工程师Mark Miller分享GPT5.6Soul用一次调用重构了整个代码库也就是50,235次调用15个小时60亿Token100万行新代码1500个新文件然后他写了一句大意是没有一处真的能跑但确实壮观这就是今天agent的真实状态他们能把产出量推到人类难以想象的高度但是产出量不等于可靠性自主运行时间不等于对目标的理解看起来完整也不等于可以上线所以不要把GPT5.6神化真正专业的使用方式不是让它无限跑而是给它明确目标拆分可验证阶段设定验收标准并在关键节点保留人的判断和责任这张价格表你可以仔细去看看它实际上是整场发布的商业答案SO负责最难的角色Terra负责平衡Nura负责规模化缓存和工具调用再把反复工作压低未来真正跑起来的不会是一个无所不能昂贵无比的神模型而是一条懂得分工的智能产线好 让我们回到开头那个问题GPT5.6到底改变了什么它不只是把一个模型做得更聪明它把Soul Terra Nula变成了一条可以丰功的智能产线它让默认高效和暗需拉满性能同时成立它用Ultro让多个Agent开始运行协作它让AI不止生成代码和内容也开始检查渲染结果加工可交付的文档表格与演示文稿它还开始参与训练系统实验和模型改进这些更靠近AI研发核心的工作所以最危险的误解是未来属于最会操作AI的人不 按钮会越来越简单界面会越来越像聊天连工具调用 任务拆解和执行路径都会越来越被系统藏在背后未来真正值钱的人是最会给AI下达完整目标的人他知道什么问题值得解决他能说清楚什么叫做好他能提供别人没有的上下文判断和审美他也愿意在AI做错时承担最后的责任会写代码的人不会因此失去价值设计师 研究员 运营 创业者也不会凭空消失但所有人的价值都会更少的来自亲手完成每一个动作更多的来自决定方向 建立标准组织智能并判断结果是否真的值得存在当AI开始像一个团队一样工作时人类最该升级的就不再只是自己的工具熟练度了而是你带领一个团队走向结果的能力哪怕这个团队今天还没有一个人类成员好的 这里是World Insight今天的视频就先聊到这里如果你喜欢今天的节目别忘了点赞分享并订阅我的频道及时获取科技资讯和深度解析如果你觉得对你有帮助欢迎加入我的会员每月一杯咖啡的钱这就是对我最大的支持好 感谢观看 我们下期再见", "segments": [{"id": 0, "seek": 0, "start": 0.0, "end": 3.08, "text": "如果你只是把GPT5.6当成是一次", "tokens": [50365, 45669, 36859, 16075, 38, 47, 51, 20, 13, 21, 16233, 11336, 1541, 27505, 50519], "temperature": 0, "avg_logprob": -0.10877065132000695, "compression_ratio": 1.2325581395348837, "no_speech_prob": 1.4335289032219034e-11}, {"id": 1, "seek": 0, "start": 3.08, "end": 5.0600000000000005, "text": "模型分数又涨了的发布", "tokens": [50519, 41908, 39823, 6627, 33188, 17047, 35681, 101, 2289, 1546, 28926, 34688, 50618], "temperature": 0, "avg_logprob": -0.10877065132000695, "compression_ratio": 1.2325581395348837, "no_speech_prob": 1.4335289032219034e-11}, {"id": 2, "seek": 0, "start": 5.0600000000000005, "end": 6.72, "text": "那你就可能错过了", "tokens": [50618, 4184, 41045, 16657, 29900, 16866, 2289, 50701], "temperature": 0, "avg_logprob": -0.10877065132000695, "compression_ratio": 1.2325581395348837, "no_speech_prob": 1.4335289032219034e-11}, {"id": 3, "seek": 0, "start": 6.72, "end": 9.82, "text": "这次更新最值得警惕的一件事", "tokens": [50701, 5562, 9487, 19002, 12560, 8661, 40242, 5916, 39499, 4799, 243, 1546, 2257, 20485, 6973, 50856], "temperature": 0, "avg_logprob": -0.10877065132000695, "compression_ratio": 1.2325581395348837, "no_speech_prob": 1.4335289032219034e-11}, {"id": 4, "seek": 0, "start": 9.82, "end": 11.58, "text": "过去我们使用AI", "tokens": [50856, 16866, 6734, 15003, 22982, 9254, 48698, 50944], "temperature": 0, "avg_logprob": -0.10877065132000695, "compression_ratio": 1.2325581395348837, "no_speech_prob": 1.4335289032219034e-11}, {"id": 5, "seek": 0, "start": 11.58, "end": 13.620000000000001, "text": "就像是在问一个很聪明的人", "tokens": [50944, 3111, 12760, 1541, 3581, 22064, 20182, 4563, 8171, 103, 11100, 29979, 51046], "temperature": 0, "avg_logprob": -0.10877065132000695, "compression_ratio": 1.2325581395348837, "no_speech_prob": 1.4335289032219034e-11}, {"id": 6, "seek": 0, "start": 13.620000000000001, "end": 15.94, "text": "让他帮我写一段代码", "tokens": [51046, 33650, 5000, 4845, 106, 1654, 5676, 247, 2257, 28427, 19105, 23230, 223, 51162], "temperature": 0, "avg_logprob": -0.10877065132000695, "compression_ratio": 1.2325581395348837, "no_speech_prob": 1.4335289032219034e-11}, {"id": 7, "seek": 0, "start": 15.94, "end": 17.92, "text": "做一页PPT读一份报告", "tokens": [51162, 10907, 2257, 10178, 113, 17755, 51, 5233, 119, 2257, 36266, 49817, 16846, 51261], "temperature": 0, "avg_logprob": -0.10877065132000695, "compression_ratio": 1.2325581395348837, "no_speech_prob": 1.4335289032219034e-11}, {"id": 8, "seek": 0, "start": 17.92, "end": 19.5, "text": "他给你一个答案", "tokens": [51261, 5000, 23197, 2166, 20182, 28223, 28899, 51340], "temperature": 0, "avg_logprob": -0.10877065132000695, "compression_ratio": 1.2325581395348837, "no_speech_prob": 1.4335289032219034e-11}, {"id": 9, "seek": 0, "start": 19.5, "end": 20.62, "text": "你继续接手", "tokens": [51340, 2166, 10115, 100, 10115, 255, 14468, 11389, 51396], "temperature": 0, "avg_logprob": -0.10877065132000695, "compression_ratio": 1.2325581395348837, "no_speech_prob": 1.4335289032219034e-11}, {"id": 10, "seek": 0, "start": 20.62, "end": 21.98, "text": "但这一次", "tokens": [51396, 8395, 5562, 27505, 51464], "temperature": 0, "avg_logprob": -0.10877065132000695, "compression_ratio": 1.2325581395348837, "no_speech_prob": 1.4335289032219034e-11}, {"id": 11, "seek": 0, "start": 21.98, "end": 24.580000000000002, "text": "OPI展示的方向已经变了", "tokens": [51464, 12059, 40, 43491, 25696, 1546, 9249, 24282, 49161, 2129, 246, 2289, 51594], "temperature": 0, "avg_logprob": -0.10877065132000695, "compression_ratio": 1.2325581395348837, "no_speech_prob": 1.4335289032219034e-11}, {"id": 12, "seek": 0, "start": 24.580000000000002, "end": 26.1, "text": "他不止回答", "tokens": [51594, 5000, 1960, 30438, 8350, 28223, 51670], "temperature": 0, "avg_logprob": -0.10877065132000695, "compression_ratio": 1.2325581395348837, "no_speech_prob": 1.4335289032219034e-11}, {"id": 13, "seek": 0, "start": 26.1, "end": 27.96, "text": "他还开始拆解任务", "tokens": [51670, 5000, 14852, 45213, 6852, 228, 17278, 26443, 5087, 94, 51763], "temperature": 0, "avg_logprob": -0.10877065132000695, "compression_ratio": 1.2325581395348837, "no_speech_prob": 1.4335289032219034e-11}, {"id": 14, "seek": 0, "start": 27.96, "end": 28.94, "text": "调用工具", "tokens": [51763, 8897, 225, 9254, 23323, 39806, 51812], "temperature": 0, "avg_logprob": -0.10877065132000695, "compression_ratio": 1.2325581395348837, "no_speech_prob": 1.4335289032219034e-11}, {"id": 15, "seek": 2894, "start": 28.94, "end": 30.200000000000003, "text": "检查结果", "tokens": [50365, 16407, 222, 42623, 45641, 9319, 50428], "temperature": 0, "avg_logprob": -0.11009016959897934, "compression_ratio": 1.2439862542955327, "no_speech_prob": 9.159885523690736e-12}, {"id": 16, "seek": 2894, "start": 30.200000000000003, "end": 32.480000000000004, "text": "让多个智能体并行工作", "tokens": [50428, 33650, 6392, 7549, 5094, 118, 8225, 29485, 3509, 114, 8082, 41315, 50542], "temperature": 0, "avg_logprob": -0.11009016959897934, "compression_ratio": 1.2439862542955327, "no_speech_prob": 9.159885523690736e-12}, {"id": 17, "seek": 2894, "start": 32.480000000000004, "end": 35.92, "text": "而在官方发布的直播展示内部案例", "tokens": [50542, 11070, 3581, 31929, 9249, 28926, 34688, 1546, 16186, 49993, 43491, 25696, 34742, 13470, 28899, 17797, 50714], "temperature": 0, "avg_logprob": -0.11009016959897934, "compression_ratio": 1.2439862542955327, "no_speech_prob": 9.159885523690736e-12}, {"id": 18, "seek": 2894, "start": 35.92, "end": 37.3, "text": "旗舰模型Soul", "tokens": [50714, 4479, 245, 10256, 108, 41908, 39823, 50, 3298, 50783], "temperature": 0, "avg_logprob": -0.11009016959897934, "compression_ratio": 1.2439862542955327, "no_speech_prob": 9.159885523690736e-12}, {"id": 19, "seek": 2894, "start": 37.3, "end": 40.36, "text": "甚至参与了对NUNA的后训练工作", "tokens": [50783, 17556, 20844, 2129, 224, 940, 236, 2289, 8713, 45, 3979, 32, 1546, 13547, 7422, 255, 10115, 225, 41315, 50936], "temperature": 0, "avg_logprob": -0.11009016959897934, "compression_ratio": 1.2439862542955327, "no_speech_prob": 9.159885523690736e-12}, {"id": 20, "seek": 2894, "start": 40.36, "end": 43.74, "text": "所以最强的AI已经开始参与", "tokens": [50936, 7239, 8661, 5702, 118, 1546, 48698, 49161, 45213, 2129, 224, 940, 236, 51105], "temperature": 0, "avg_logprob": -0.11009016959897934, "compression_ratio": 1.2439862542955327, "no_speech_prob": 9.159885523690736e-12}, {"id": 21, "seek": 2894, "start": 43.74, "end": 45.38, "text": "如何让下一代AI", "tokens": [51105, 43526, 33650, 45271, 19105, 48698, 51187], "temperature": 0, "avg_logprob": -0.11009016959897934, "compression_ratio": 1.2439862542955327, "no_speech_prob": 9.159885523690736e-12}, {"id": 22, "seek": 2894, "start": 45.38, "end": 47.16, "text": "变得更好的那段工作流", "tokens": [51187, 2129, 246, 5916, 19002, 20715, 4184, 28427, 41315, 27854, 51276], "temperature": 0, "avg_logprob": -0.11009016959897934, "compression_ratio": 1.2439862542955327, "no_speech_prob": 9.159885523690736e-12}, {"id": 23, "seek": 2894, "start": 47.16, "end": 47.900000000000006, "text": "注意", "tokens": [51276, 40794, 51313], "temperature": 0, "avg_logprob": -0.11009016959897934, "compression_ratio": 1.2439862542955327, "no_speech_prob": 9.159885523690736e-12}, {"id": 24, "seek": 2894, "start": 47.900000000000006, "end": 50.06, "text": "我不是说AI已经实现了", "tokens": [51313, 1654, 7296, 8090, 48698, 49161, 24726, 20204, 2289, 51421], "temperature": 0, "avg_logprob": -0.11009016959897934, "compression_ratio": 1.2439862542955327, "no_speech_prob": 9.159885523690736e-12}, {"id": 25, "seek": 2894, "start": 50.06, "end": 52.42, "text": "完全自主的地规自我改进", "tokens": [51421, 37100, 9722, 13557, 1546, 10928, 6758, 226, 9722, 1654, 34490, 36700, 51539], "temperature": 0, "avg_logprob": -0.11009016959897934, "compression_ratio": 1.2439862542955327, "no_speech_prob": 9.159885523690736e-12}, {"id": 26, "seek": 2894, "start": 52.42, "end": 53.52, "text": "更不是说", "tokens": [51539, 19002, 7296, 8090, 51594], "temperature": 0, "avg_logprob": -0.11009016959897934, "compression_ratio": 1.2439862542955327, "no_speech_prob": 9.159885523690736e-12}, {"id": 27, "seek": 2894, "start": 53.52, "end": 56.08, "text": "它明天就会关起门来自我进化", "tokens": [51594, 11284, 11100, 6135, 3111, 12949, 28053, 9147, 8259, 101, 6912, 9722, 1654, 36700, 23756, 51722], "temperature": 0, "avg_logprob": -0.11009016959897934, "compression_ratio": 1.2439862542955327, "no_speech_prob": 9.159885523690736e-12}, {"id": 28, "seek": 2894, "start": 56.08, "end": 57.480000000000004, "text": "那是两回事", "tokens": [51722, 4184, 1541, 36257, 8350, 6973, 51792], "temperature": 0, "avg_logprob": -0.11009016959897934, "compression_ratio": 1.2439862542955327, "no_speech_prob": 9.159885523690736e-12}, {"id": 29, "seek": 5748, "start": 57.48, "end": 60.62, "text": "但是从人类研究员写脚本", "tokens": [50365, 11189, 35630, 4035, 22113, 119, 23230, 242, 44704, 3606, 246, 5676, 247, 27067, 248, 8802, 50522], "temperature": 0, "avg_logprob": -0.09382556892975032, "compression_ratio": 1.179930795847751, "no_speech_prob": 1.5654082197169572e-11}, {"id": 30, "seek": 5748, "start": 60.62, "end": 61.379999999999995, "text": "条参数", "tokens": [50522, 48837, 2129, 224, 33188, 50560], "temperature": 0, "avg_logprob": -0.09382556892975032, "compression_ratio": 1.179930795847751, "no_speech_prob": 1.5654082197169572e-11}, {"id": 31, "seek": 5748, "start": 61.379999999999995, "end": 62.16, "text": "跑实验", "tokens": [50560, 32585, 24726, 49657, 234, 50599], "temperature": 0, "avg_logprob": -0.09382556892975032, "compression_ratio": 1.179930795847751, "no_speech_prob": 1.5654082197169572e-11}, {"id": 32, "seek": 5748, "start": 62.16, "end": 65.28, "text": "到AI能够诊断训练系统", "tokens": [50599, 4511, 48698, 8225, 1787, 253, 5233, 232, 4307, 255, 7422, 255, 10115, 225, 25368, 10115, 253, 50755], "temperature": 0, "avg_logprob": -0.09382556892975032, "compression_ratio": 1.179930795847751, "no_speech_prob": 1.5654082197169572e-11}, {"id": 33, "seek": 5748, "start": 65.28, "end": 66.2, "text": "运行实验", "tokens": [50755, 3316, 238, 8082, 24726, 49657, 234, 50801], "temperature": 0, "avg_logprob": -0.09382556892975032, "compression_ratio": 1.179930795847751, "no_speech_prob": 1.5654082197169572e-11}, {"id": 34, "seek": 5748, "start": 66.2, "end": 67.32, "text": "解释结果", "tokens": [50801, 17278, 5873, 232, 45641, 9319, 50857], "temperature": 0, "avg_logprob": -0.09382556892975032, "compression_ratio": 1.179930795847751, "no_speech_prob": 1.5654082197169572e-11}, {"id": 35, "seek": 5748, "start": 67.32, "end": 68.86, "text": "参与模型改进", "tokens": [50857, 2129, 224, 940, 236, 41908, 39823, 34490, 36700, 50934], "temperature": 0, "avg_logprob": -0.09382556892975032, "compression_ratio": 1.179930795847751, "no_speech_prob": 1.5654082197169572e-11}, {"id": 36, "seek": 5748, "start": 68.86, "end": 70.44, "text": "这条路上最难", "tokens": [50934, 5562, 48837, 24658, 5708, 8661, 46531, 51013], "temperature": 0, "avg_logprob": -0.09382556892975032, "compression_ratio": 1.179930795847751, "no_speech_prob": 1.5654082197169572e-11}, {"id": 37, "seek": 5748, "start": 70.44, "end": 71.8, "text": "最有价值的一段", "tokens": [51013, 8661, 2412, 1550, 115, 40242, 1546, 2257, 28427, 51081], "temperature": 0, "avg_logprob": -0.09382556892975032, "compression_ratio": 1.179930795847751, "no_speech_prob": 1.5654082197169572e-11}, {"id": 38, "seek": 5748, "start": 71.8, "end": 73.39999999999999, "text": "已经被他走进去了", "tokens": [51081, 49161, 23238, 5000, 9575, 36700, 45190, 51161], "temperature": 0, "avg_logprob": -0.09382556892975032, "compression_ratio": 1.179930795847751, "no_speech_prob": 1.5654082197169572e-11}, {"id": 39, "seek": 5748, "start": 73.39999999999999, "end": 75.0, "text": "今天我们要拆开", "tokens": [51161, 12074, 15003, 4275, 6852, 228, 18937, 51241], "temperature": 0, "avg_logprob": -0.09382556892975032, "compression_ratio": 1.179930795847751, "no_speech_prob": 1.5654082197169572e-11}, {"id": 40, "seek": 5748, "start": 75.0, "end": 76.72, "text": "GPT5.6真正的信号", "tokens": [51241, 38, 47, 51, 20, 13, 21, 6303, 15789, 1546, 17665, 26987, 51327], "temperature": 0, "avg_logprob": -0.09382556892975032, "compression_ratio": 1.179930795847751, "no_speech_prob": 1.5654082197169572e-11}, {"id": 41, "seek": 5748, "start": 76.72, "end": 77.52, "text": "那就是", "tokens": [51327, 4184, 5620, 51367], "temperature": 0, "avg_logprob": -0.09382556892975032, "compression_ratio": 1.179930795847751, "no_speech_prob": 1.5654082197169572e-11}, {"id": 42, "seek": 5748, "start": 77.52, "end": 79.19999999999999, "text": "它为什么不只是一颗", "tokens": [51367, 11284, 31006, 1960, 36859, 2257, 12501, 245, 51451], "temperature": 0, "avg_logprob": -0.09382556892975032, "compression_ratio": 1.179930795847751, "no_speech_prob": 1.5654082197169572e-11}, {"id": 43, "seek": 5748, "start": 79.19999999999999, "end": 80.24, "text": "更聪明的脑袋", "tokens": [51451, 19002, 8171, 103, 11100, 1546, 27067, 239, 19688, 233, 51503], "temperature": 0, "avg_logprob": -0.09382556892975032, "compression_ratio": 1.179930795847751, "no_speech_prob": 1.5654082197169572e-11}, {"id": 44, "seek": 5748, "start": 80.24, "end": 81.62, "text": "它为什么像一个", "tokens": [51503, 11284, 31006, 12760, 20182, 51572], "temperature": 0, "avg_logprob": -0.09382556892975032, "compression_ratio": 1.179930795847751, "no_speech_prob": 1.5654082197169572e-11}, {"id": 45, "seek": 5748, "start": 81.62, "end": 83.97999999999999, "text": "能被随时召唤出来的项目团队", "tokens": [51572, 8225, 23238, 10673, 237, 15729, 2129, 105, 17198, 97, 44561, 1546, 10178, 117, 11386, 3919, 95, 10034, 253, 51690], "temperature": 0, "avg_logprob": -0.09382556892975032, "compression_ratio": 1.179930795847751, "no_speech_prob": 1.5654082197169572e-11}, {"id": 46, "seek": 8398, "start": 83.98, "end": 87.76, "text": "它为什么让未写提示词这件事开始过时", "tokens": [50365, 11284, 31006, 33650, 29954, 5676, 247, 20949, 25696, 5233, 235, 5562, 20485, 6973, 45213, 16866, 15729, 50554], "temperature": 0, "avg_logprob": -0.1302196298326765, "compression_ratio": 1.1336898395721926, "no_speech_prob": 1.6636086605514855e-11}, {"id": 47, "seek": 8398, "start": 87.76, "end": 90.72, "text": "以及在AI真正接手工作流之前", "tokens": [50554, 40282, 3581, 48698, 6303, 15789, 14468, 11389, 41315, 27854, 32442, 50702], "temperature": 0, "avg_logprob": -0.1302196298326765, "compression_ratio": 1.1336898395721926, "no_speech_prob": 1.6636086605514855e-11}, {"id": 48, "seek": 8398, "start": 90.72, "end": 94.0, "text": "人类究竟还剩下哪一种不可替代的能力", "tokens": [50702, 4035, 22113, 119, 44704, 11957, 253, 14852, 5935, 102, 4438, 17028, 2257, 39810, 1960, 4429, 9531, 123, 19105, 1546, 8225, 13486, 50866], "temperature": 0, "avg_logprob": -0.1302196298326765, "compression_ratio": 1.1336898395721926, "no_speech_prob": 1.6636086605514855e-11}, {"id": 49, "seek": 8398, "start": 94.0, "end": 97.14, "text": "这些视频最值得看的不是答案", "tokens": [50866, 5562, 13824, 40656, 39752, 8661, 40242, 5916, 4200, 1546, 7296, 28223, 28899, 51023], "temperature": 0, "avg_logprob": -0.1302196298326765, "compression_ratio": 1.1336898395721926, "no_speech_prob": 1.6636086605514855e-11}, {"id": 50, "seek": 8398, "start": 97.14, "end": 99.60000000000001, "text": "而是生产答案的方式变了", "tokens": [51023, 11070, 1541, 8244, 1369, 100, 28223, 28899, 1546, 9249, 27584, 2129, 246, 2289, 51146], "temperature": 0, "avg_logprob": -0.1302196298326765, "compression_ratio": 1.1336898395721926, "no_speech_prob": 1.6636086605514855e-11}, {"id": 51, "seek": 9960, "start": 99.6, "end": 105.69999999999999, "text": "GPT5.6这次不是只发了一个模型", "tokens": [50365, 38, 47, 51, 20, 13, 21, 5562, 9487, 7296, 14003, 28926, 2289, 20182, 41908, 39823, 50670], "temperature": 0, "avg_logprob": -0.09356329745094248, "compression_ratio": 1.1466165413533835, "no_speech_prob": 1.8285766997805375e-11}, {"id": 52, "seek": 9960, "start": 105.69999999999999, "end": 110.14, "text": "而是同时给出了三个长期存在的能力层级", "tokens": [50670, 11070, 1541, 13089, 15729, 23197, 7781, 2289, 10960, 7549, 32271, 16786, 39781, 3581, 1546, 8225, 13486, 9636, 224, 16853, 100, 50892], "temperature": 0, "avg_logprob": -0.09356329745094248, "compression_ratio": 1.1466165413533835, "no_speech_prob": 1.8285766997805375e-11}, {"id": 53, "seek": 9960, "start": 110.14, "end": 112.16, "text": "Soul、Terra和Nuna", "tokens": [50892, 50, 3298, 1231, 43352, 424, 12565, 45, 5051, 50993], "temperature": 0, "avg_logprob": -0.09356329745094248, "compression_ratio": 1.1466165413533835, "no_speech_prob": 1.8285766997805375e-11}, {"id": 54, "seek": 9960, "start": 112.16, "end": 116.0, "text": "Soul是旗舰解决最难的编码研究", "tokens": [50993, 50, 3298, 1541, 4479, 245, 10256, 108, 17278, 5676, 111, 8661, 46531, 1546, 38109, 244, 23230, 223, 23230, 242, 44704, 51185], "temperature": 0, "avg_logprob": -0.09356329745094248, "compression_ratio": 1.1466165413533835, "no_speech_prob": 1.8285766997805375e-11}, {"id": 55, "seek": 9960, "start": 116.0, "end": 118.74, "text": "知识工作和高风险专业任务", "tokens": [51185, 6498, 5233, 228, 41315, 12565, 12979, 47209, 8842, 102, 940, 241, 940, 248, 26443, 5087, 94, 51322], "temperature": 0, "avg_logprob": -0.09356329745094248, "compression_ratio": 1.1466165413533835, "no_speech_prob": 1.8285766997805375e-11}, {"id": 56, "seek": 9960, "start": 118.74, "end": 122.3, "text": "Terra是更均衡适合日常专业工作的一层", "tokens": [51322, 43352, 424, 1541, 19002, 14872, 229, 9890, 94, 2215, 224, 14245, 6890, 11279, 940, 241, 940, 248, 41315, 1546, 2257, 9636, 224, 51500], "temperature": 0, "avg_logprob": -0.09356329745094248, "compression_ratio": 1.1466165413533835, "no_speech_prob": 1.8285766997805375e-11}, {"id": 57, "seek": 9960, "start": 122.3, "end": 124.63999999999999, "text": "Nuna则瞄准高频", "tokens": [51500, 45, 5051, 2437, 247, 36733, 226, 6336, 228, 12979, 39752, 51617], "temperature": 0, "avg_logprob": -0.09356329745094248, "compression_ratio": 1.1466165413533835, "no_speech_prob": 1.8285766997805375e-11}, {"id": 58, "seek": 9960, "start": 124.63999999999999, "end": 128.76, "text": "大规模对成本和速度极度敏感的任务", "tokens": [51617, 3582, 6758, 226, 41908, 8713, 11336, 8802, 12565, 31217, 13127, 7360, 223, 13127, 7017, 237, 9709, 1546, 26443, 5087, 94, 51823], "temperature": 0, "avg_logprob": -0.09356329745094248, "compression_ratio": 1.1466165413533835, "no_speech_prob": 1.8285766997805375e-11}, {"id": 59, "seek": 12876, "start": 128.76, "end": 132.32, "text": "官方强调这三个名字不是一次性的营销后缀", "tokens": [50365, 31929, 9249, 5702, 118, 8897, 225, 5562, 10960, 7549, 15940, 22381, 7296, 27505, 21686, 1546, 10674, 98, 23049, 222, 13547, 38109, 222, 50543], "temperature": 0, "avg_logprob": -0.07317846298217773, "compression_ratio": 1.1966101694915254, "no_speech_prob": 1.533688454014026e-11}, {"id": 60, "seek": 12876, "start": 132.32, "end": 136.29999999999998, "text": "而是会分别按自己的节奏演进的能力层级", "tokens": [50543, 11070, 1541, 12949, 6627, 18453, 26613, 17645, 1546, 45161, 1881, 237, 31382, 36700, 1546, 8225, 13486, 9636, 224, 16853, 100, 50742], "temperature": 0, "avg_logprob": -0.07317846298217773, "compression_ratio": 1.1966101694915254, "no_speech_prob": 1.533688454014026e-11}, {"id": 61, "seek": 12876, "start": 136.29999999999998, "end": 138.34, "text": "这背后的意思很重要", "tokens": [50742, 5562, 46329, 13547, 1546, 16697, 4563, 24928, 50844], "temperature": 0, "avg_logprob": -0.07317846298217773, "compression_ratio": 1.1966101694915254, "no_speech_prob": 1.533688454014026e-11}, {"id": 62, "seek": 12876, "start": 138.34, "end": 142.42, "text": "也就是未来不是所有任务都扔给最贵的模型", "tokens": [50844, 6404, 5620, 29954, 6912, 7296, 39300, 26443, 5087, 94, 7182, 3416, 242, 23197, 8661, 18464, 113, 1546, 41908, 39823, 51048], "temperature": 0, "avg_logprob": -0.07317846298217773, "compression_ratio": 1.1966101694915254, "no_speech_prob": 1.533688454014026e-11}, {"id": 63, "seek": 12876, "start": 142.42, "end": 146.51999999999998, "text": "真正成熟的AI工作流会像一家组织一样分工", "tokens": [51048, 6303, 15789, 11336, 21805, 253, 1546, 48698, 41315, 27854, 12949, 12760, 2257, 5155, 10115, 226, 10115, 229, 2257, 14496, 6627, 23323, 51253], "temperature": 0, "avg_logprob": -0.07317846298217773, "compression_ratio": 1.1966101694915254, "no_speech_prob": 1.533688454014026e-11}, {"id": 64, "seek": 12876, "start": 146.51999999999998, "end": 150.85999999999999, "text": "最贵最强的Soul用来判断方向处理例外", "tokens": [51253, 8661, 18464, 113, 8661, 5702, 118, 1546, 50, 3298, 9254, 6912, 2437, 97, 4307, 255, 9249, 24282, 1787, 226, 13876, 17797, 12022, 51470], "temperature": 0, "avg_logprob": -0.07317846298217773, "compression_ratio": 1.1966101694915254, "no_speech_prob": 1.533688454014026e-11}, {"id": 65, "seek": 12876, "start": 150.85999999999999, "end": 152.2, "text": "解决最难的问题", "tokens": [51470, 17278, 5676, 111, 8661, 46531, 1546, 34069, 51537], "temperature": 0, "avg_logprob": -0.07317846298217773, "compression_ratio": 1.1966101694915254, "no_speech_prob": 1.533688454014026e-11}, {"id": 66, "seek": 12876, "start": 152.2, "end": 154.56, "text": "Terra在稳定的中间层执行", "tokens": [51537, 43352, 424, 3581, 10415, 111, 12088, 1546, 5975, 31685, 9636, 224, 3416, 100, 8082, 51655], "temperature": 0, "avg_logprob": -0.07317846298217773, "compression_ratio": 1.1966101694915254, "no_speech_prob": 1.533688454014026e-11}, {"id": 67, "seek": 15456, "start": 154.56, "end": 160.06, "text": "Nuna负责大规模的分类摘要提取和重要性工作", "tokens": [50365, 45, 5051, 18464, 253, 18464, 96, 3582, 6758, 226, 41908, 1546, 6627, 22113, 119, 34783, 246, 4275, 20949, 29436, 12565, 24928, 21686, 41315, 50640], "temperature": 0, "avg_logprob": -0.14007908189800425, "compression_ratio": 1.161512027491409, "no_speech_prob": 1.578609812313836e-11}, {"id": 68, "seek": 15456, "start": 160.06, "end": 162.26, "text": "而真正让我停下来的", "tokens": [50640, 11070, 6303, 15789, 33650, 1654, 36135, 4438, 6912, 1546, 50750], "temperature": 0, "avg_logprob": -0.14007908189800425, "compression_ratio": 1.161512027491409, "no_speech_prob": 1.578609812313836e-11}, {"id": 69, "seek": 15456, "start": 162.26, "end": 165.26, "text": "是官方在发布直播里展示的那一幕", "tokens": [50750, 1541, 31929, 9249, 3581, 28926, 34688, 16186, 49993, 15759, 43491, 25696, 1546, 4184, 2257, 40211, 50900], "temperature": 0, "avg_logprob": -0.14007908189800425, "compression_ratio": 1.161512027491409, "no_speech_prob": 1.578609812313836e-11}, {"id": 70, "seek": 15456, "start": 165.26, "end": 167.76, "text": "就是Soul参与后训练Nuna", "tokens": [50900, 5620, 50, 3298, 2129, 224, 940, 236, 13547, 7422, 255, 10115, 225, 45, 5051, 51025], "temperature": 0, "avg_logprob": -0.14007908189800425, "compression_ratio": 1.161512027491409, "no_speech_prob": 1.578609812313836e-11}, {"id": 71, "seek": 15456, "start": 167.76, "end": 170.12, "text": "我们不需要把它神话成AI生孩子", "tokens": [51025, 15003, 1960, 35748, 42061, 20432, 21596, 11336, 48698, 8244, 48989, 51143], "temperature": 0, "avg_logprob": -0.14007908189800425, "compression_ratio": 1.161512027491409, "no_speech_prob": 1.578609812313836e-11}, {"id": 72, "seek": 15456, "start": 170.12, "end": 173.0, "text": "但它确实极具象征意义", "tokens": [51143, 8395, 11284, 38114, 106, 24726, 7360, 223, 39806, 45007, 2172, 223, 9042, 2930, 231, 51287], "temperature": 0, "avg_logprob": -0.14007908189800425, "compression_ratio": 1.161512027491409, "no_speech_prob": 1.578609812313836e-11}, {"id": 73, "seek": 15456, "start": 173.0, "end": 175.82, "text": "过去人类把模型当工具", "tokens": [51287, 16866, 6734, 4035, 22113, 119, 16075, 41908, 39823, 16233, 23323, 39806, 51428], "temperature": 0, "avg_logprob": -0.14007908189800425, "compression_ratio": 1.161512027491409, "no_speech_prob": 1.578609812313836e-11}, {"id": 74, "seek": 15456, "start": 175.82, "end": 179.26, "text": "现在模型开始进入制造工作的流程", "tokens": [51428, 25040, 41908, 39823, 45213, 36700, 14028, 25491, 37583, 41315, 1546, 27854, 29649, 51600], "temperature": 0, "avg_logprob": -0.14007908189800425, "compression_ratio": 1.161512027491409, "no_speech_prob": 1.578609812313836e-11}, {"id": 75, "seek": 15456, "start": 179.26, "end": 182.0, "text": "OpenAI在博客中也明确写到", "tokens": [51600, 45569, 48698, 3581, 5322, 248, 32316, 5975, 6404, 11100, 38114, 106, 5676, 247, 4511, 51737], "temperature": 0, "avg_logprob": -0.14007908189800425, "compression_ratio": 1.161512027491409, "no_speech_prob": 1.578609812313836e-11}, {"id": 76, "seek": 18200, "start": 182.0, "end": 185.6, "text": "研究人员已经在用GPT5.6诊断失败", "tokens": [50365, 23230, 242, 44704, 4035, 3606, 246, 49161, 3581, 9254, 38, 47, 51, 20, 13, 21, 5233, 232, 4307, 255, 28564, 18464, 98, 50545], "temperature": 0, "avg_logprob": -0.0738214910030365, "compression_ratio": 1.1837455830388692, "no_speech_prob": 1.3895756073578625e-11}, {"id": 77, "seek": 18200, "start": 185.6, "end": 189.34, "text": "优化训练系统运行实验解释结果", "tokens": [50545, 7384, 246, 23756, 7422, 255, 10115, 225, 25368, 10115, 253, 3316, 238, 8082, 24726, 49657, 234, 17278, 5873, 232, 45641, 9319, 50732], "temperature": 0, "avg_logprob": -0.0738214910030365, "compression_ratio": 1.1837455830388692, "no_speech_prob": 1.3895756073578625e-11}, {"id": 78, "seek": 18200, "start": 189.34, "end": 191.5, "text": "他们的内部研究评测中", "tokens": [50732, 47911, 1546, 34742, 13470, 23230, 242, 44704, 5233, 226, 11038, 233, 5975, 50840], "temperature": 0, "avg_logprob": -0.0738214910030365, "compression_ratio": 1.1837455830388692, "no_speech_prob": 1.3895756073578625e-11}, {"id": 79, "seek": 18200, "start": 191.5, "end": 194.04, "text": "与低规自我改进相关的一组能力", "tokens": [50840, 940, 236, 41377, 6758, 226, 9722, 1654, 34490, 36700, 15106, 28053, 1546, 2257, 10115, 226, 8225, 13486, 50967], "temperature": 0, "avg_logprob": -0.0738214910030365, "compression_ratio": 1.1837455830388692, "no_speech_prob": 1.3895756073578625e-11}, {"id": 80, "seek": 18200, "start": 194.04, "end": 197.2, "text": "叫GPT5.5提升了16.2分", "tokens": [50967, 19855, 38, 47, 51, 20, 13, 20, 20949, 41670, 2289, 6866, 13, 17, 6627, 51125], "temperature": 0, "avg_logprob": -0.0738214910030365, "compression_ratio": 1.1837455830388692, "no_speech_prob": 1.3895756073578625e-11}, {"id": 81, "seek": 18200, "start": 197.2, "end": 200.76, "text": "这个数字不等于自动研究员已经诞生", "tokens": [51125, 15368, 33188, 22381, 1960, 10187, 37732, 9722, 34961, 23230, 242, 44704, 3606, 246, 49161, 5233, 252, 8244, 51303], "temperature": 0, "avg_logprob": -0.0738214910030365, "compression_ratio": 1.1837455830388692, "no_speech_prob": 1.3895756073578625e-11}, {"id": 82, "seek": 18200, "start": 200.76, "end": 202.46, "text": "但它说明了一个方向", "tokens": [51303, 8395, 11284, 8090, 11100, 2289, 20182, 9249, 24282, 51388], "temperature": 0, "avg_logprob": -0.0738214910030365, "compression_ratio": 1.1837455830388692, "no_speech_prob": 1.3895756073578625e-11}, {"id": 83, "seek": 18200, "start": 202.46, "end": 205.62, "text": "就是AI不再只服务于最终用户", "tokens": [51388, 5620, 48698, 1960, 8623, 14003, 27408, 5087, 94, 37732, 8661, 10115, 230, 9254, 1486, 115, 51546], "temperature": 0, "avg_logprob": -0.0738214910030365, "compression_ratio": 1.1837455830388692, "no_speech_prob": 1.3895756073578625e-11}, {"id": 84, "seek": 18200, "start": 205.62, "end": 208.68, "text": "也开始反过来加速AI本身的研发", "tokens": [51546, 6404, 45213, 22138, 16866, 6912, 9990, 31217, 48698, 8802, 19847, 1546, 23230, 242, 28926, 51699], "temperature": 0, "avg_logprob": -0.0738214910030365, "compression_ratio": 1.1837455830388692, "no_speech_prob": 1.3895756073578625e-11}, {"id": 85, "seek": 20868, "start": 208.68, "end": 213.18, "text": "屏幕上的这张图不是自动研究员已经上线的证明", "tokens": [50365, 9636, 237, 40211, 5708, 1546, 5562, 44059, 3919, 122, 7296, 9722, 34961, 23230, 242, 44704, 3606, 246, 49161, 5708, 16853, 123, 1546, 5233, 223, 11100, 50590], "temperature": 0, "avg_logprob": -0.07915748467966288, "compression_ratio": 1.309090909090909, "no_speech_prob": 1.6926021348395714e-11}, {"id": 86, "seek": 20868, "start": 213.18, "end": 216.34, "text": "这是自动研究员所需的一种能力", "tokens": [50590, 27455, 9722, 34961, 23230, 242, 44704, 3606, 246, 5966, 32535, 1546, 2257, 39810, 8225, 13486, 50748], "temperature": 0, "avg_logprob": -0.07915748467966288, "compression_ratio": 1.309090909090909, "no_speech_prob": 1.6926021348395714e-11}, {"id": 87, "seek": 20868, "start": 216.34, "end": 220.20000000000002, "text": "就是调试实验优化和改进模型", "tokens": [50748, 5620, 8897, 225, 5233, 243, 24726, 49657, 234, 7384, 246, 23756, 12565, 34490, 36700, 41908, 39823, 50941], "temperature": 0, "avg_logprob": -0.07915748467966288, "compression_ratio": 1.309090909090909, "no_speech_prob": 1.6926021348395714e-11}, {"id": 88, "seek": 20868, "start": 220.20000000000002, "end": 222.82, "text": "这是正在被快速补齐的证据", "tokens": [50941, 27455, 15789, 3581, 23238, 10251, 31217, 9890, 98, 44628, 238, 1546, 5233, 223, 26075, 106, 51072], "temperature": 0, "avg_logprob": -0.07915748467966288, "compression_ratio": 1.309090909090909, "no_speech_prob": 1.6926021348395714e-11}, {"id": 89, "seek": 20868, "start": 222.82, "end": 225.86, "text": "从今天开始我们可能要习惯一个新的画面", "tokens": [51072, 35630, 12074, 45213, 15003, 16657, 4275, 2930, 254, 4799, 107, 20182, 12560, 1546, 27126, 8833, 51224], "temperature": 0, "avg_logprob": -0.07915748467966288, "compression_ratio": 1.309090909090909, "no_speech_prob": 1.6926021348395714e-11}, {"id": 90, "seek": 20868, "start": 225.86, "end": 230.10000000000002, "text": "就是人类研究员不再亲自完成每一次实验", "tokens": [51224, 5620, 4035, 22113, 119, 23230, 242, 44704, 3606, 246, 1960, 8623, 49296, 9722, 41509, 23664, 27505, 24726, 49657, 234, 51436], "temperature": 0, "avg_logprob": -0.07915748467966288, "compression_ratio": 1.309090909090909, "no_speech_prob": 1.6926021348395714e-11}, {"id": 91, "seek": 23010, "start": 230.1, "end": 234.44, "text": "而是给出目标边界和评价标准", "tokens": [50365, 11070, 1541, 23197, 7781, 11386, 162, 3921, 40503, 21185, 12565, 5233, 226, 1550, 115, 162, 3921, 6336, 228, 50582], "temperature": 0, "avg_logprob": -0.0703874101825789, "compression_ratio": 1.2553191489361701, "no_speech_prob": 1.2942100516277755e-11}, {"id": 92, "seek": 23010, "start": 234.44, "end": 236.78, "text": "让模型去跑更多轮尝试", "tokens": [50582, 33650, 41908, 39823, 6734, 32585, 19002, 6392, 17819, 106, 1530, 251, 5233, 243, 50699], "temperature": 0, "avg_logprob": -0.0703874101825789, "compression_ratio": 1.2553191489361701, "no_speech_prob": 1.2942100516277755e-11}, {"id": 93, "seek": 23010, "start": 236.78, "end": 239.66, "text": "再用人类决定什么值得被相信", "tokens": [50699, 8623, 9254, 4035, 22113, 119, 5676, 111, 12088, 10440, 40242, 5916, 23238, 35428, 50843], "temperature": 0, "avg_logprob": -0.0703874101825789, "compression_ratio": 1.2553191489361701, "no_speech_prob": 1.2942100516277755e-11}, {"id": 94, "seek": 23010, "start": 239.66, "end": 241.04, "text": "什么值得被部署", "tokens": [50843, 10440, 40242, 5916, 23238, 13470, 16469, 110, 50912], "temperature": 0, "avg_logprob": -0.0703874101825789, "compression_ratio": 1.2553191489361701, "no_speech_prob": 1.2942100516277755e-11}, {"id": 95, "seek": 23010, "start": 241.04, "end": 242.76, "text": "什么值得被承担后果", "tokens": [50912, 10440, 40242, 5916, 23238, 3416, 123, 6852, 227, 13547, 9319, 50998], "temperature": 0, "avg_logprob": -0.0703874101825789, "compression_ratio": 1.2553191489361701, "no_speech_prob": 1.2942100516277755e-11}, {"id": 96, "seek": 23010, "start": 242.76, "end": 244.98, "text": "模型变强当然很重要", "tokens": [50998, 41908, 39823, 2129, 246, 5702, 118, 40486, 4563, 24928, 51109], "temperature": 0, "avg_logprob": -0.0703874101825789, "compression_ratio": 1.2553191489361701, "no_speech_prob": 1.2942100516277755e-11}, {"id": 97, "seek": 23010, "start": 244.98, "end": 247.6, "text": "但模型真正改变世界的那一刻", "tokens": [51109, 8395, 41908, 39823, 6303, 15789, 34490, 2129, 246, 24486, 1546, 4184, 2257, 45500, 51240], "temperature": 0, "avg_logprob": -0.0703874101825789, "compression_ratio": 1.2553191489361701, "no_speech_prob": 1.2942100516277755e-11}, {"id": 98, "seek": 23010, "start": 247.6, "end": 250.38, "text": "往往不是它第一次答对难题", "tokens": [51240, 29510, 29510, 7296, 11284, 18049, 9487, 28223, 8713, 46531, 30716, 51379], "temperature": 0, "avg_logprob": -0.0703874101825789, "compression_ratio": 1.2553191489361701, "no_speech_prob": 1.2942100516277755e-11}, {"id": 99, "seek": 23010, "start": 250.38, "end": 253.29999999999998, "text": "而是它开始在可接受的成本里", "tokens": [51379, 11070, 1541, 11284, 45213, 3581, 4429, 14468, 23151, 1546, 11336, 8802, 15759, 51525], "temperature": 0, "avg_logprob": -0.0703874101825789, "compression_ratio": 1.2553191489361701, "no_speech_prob": 1.2942100516277755e-11}, {"id": 100, "seek": 23010, "start": 253.29999999999998, "end": 255.44, "text": "把完整工作交付出来", "tokens": [51525, 16075, 14128, 27662, 41315, 28455, 41469, 44561, 51632], "temperature": 0, "avg_logprob": -0.0703874101825789, "compression_ratio": 1.2553191489361701, "no_speech_prob": 1.2942100516277755e-11}, {"id": 101, "seek": 23010, "start": 255.44, "end": 258.42, "text": "OPI给GPT5.6的定位很准确", "tokens": [51632, 12059, 40, 23197, 38, 47, 51, 20, 13, 21, 1546, 12088, 11160, 4563, 6336, 228, 38114, 106, 51781], "temperature": 0, "avg_logprob": -0.0703874101825789, "compression_ratio": 1.2553191489361701, "no_speech_prob": 1.2942100516277755e-11}, {"id": 102, "seek": 25842, "start": 258.42, "end": 260.78000000000003, "text": "一个是Inficient by Default", "tokens": [50365, 20182, 1541, 4575, 1786, 1196, 538, 9548, 5107, 50483], "temperature": 0, "avg_logprob": -0.11888928906670933, "compression_ratio": 1.1302931596091206, "no_speech_prob": 1.497536122885279e-11}, {"id": 103, "seek": 25842, "start": 260.78000000000003, "end": 261.94, "text": "默认高效", "tokens": [50483, 6173, 246, 7422, 97, 12979, 43076, 50541], "temperature": 0, "avg_logprob": -0.11888928906670933, "compression_ratio": 1.1302931596091206, "no_speech_prob": 1.497536122885279e-11}, {"id": 104, "seek": 25842, "start": 261.94, "end": 265.58000000000004, "text": "还有一个是Maximum Performance on Demand", "tokens": [50541, 35091, 20182, 1541, 36025, 332, 449, 25047, 322, 4686, 474, 50723], "temperature": 0, "avg_logprob": -0.11888928906670933, "compression_ratio": 1.1302931596091206, "no_speech_prob": 1.497536122885279e-11}, {"id": 105, "seek": 25842, "start": 265.58000000000004, "end": 267.84000000000003, "text": "需要时再把性能拉满", "tokens": [50723, 35748, 15729, 8623, 16075, 21686, 8225, 29717, 15868, 94, 50836], "temperature": 0, "avg_logprob": -0.11888928906670933, "compression_ratio": 1.1302931596091206, "no_speech_prob": 1.497536122885279e-11}, {"id": 106, "seek": 25842, "start": 267.84000000000003, "end": 271.42, "text": "别把这张图理解成一场考试的胜负", "tokens": [50836, 18453, 16075, 5562, 44059, 3919, 122, 13876, 17278, 11336, 2257, 50255, 26504, 5233, 243, 1546, 19095, 250, 18464, 253, 51015], "temperature": 0, "avg_logprob": -0.11888928906670933, "compression_ratio": 1.1302931596091206, "no_speech_prob": 1.497536122885279e-11}, {"id": 107, "seek": 25842, "start": 271.42, "end": 273.1, "text": "它真正想展示的是", "tokens": [51015, 11284, 6303, 15789, 7093, 43491, 25696, 24620, 51099], "temperature": 0, "avg_logprob": -0.11888928906670933, "compression_ratio": 1.1302931596091206, "no_speech_prob": 1.497536122885279e-11}, {"id": 108, "seek": 25842, "start": 273.1, "end": 277.38, "text": "当任务变长跨领域需要多部推进时", "tokens": [51099, 16233, 26443, 5087, 94, 2129, 246, 32271, 6563, 101, 12501, 228, 16262, 253, 35748, 6392, 13470, 33597, 36700, 15729, 51313], "temperature": 0, "avg_logprob": -0.11888928906670933, "compression_ratio": 1.1302931596091206, "no_speech_prob": 1.497536122885279e-11}, {"id": 109, "seek": 25842, "start": 277.38, "end": 280.68, "text": "模型有没有把完成一次工作的成本打下来", "tokens": [51313, 41908, 39823, 2412, 17944, 16075, 41509, 27505, 41315, 1546, 11336, 8802, 12467, 4438, 6912, 51478], "temperature": 0, "avg_logprob": -0.11888928906670933, "compression_ratio": 1.1302931596091206, "no_speech_prob": 1.497536122885279e-11}, {"id": 110, "seek": 25842, "start": 280.68, "end": 282.22, "text": "官方数据显示", "tokens": [51478, 31929, 9249, 33188, 26075, 106, 1431, 122, 25696, 51555], "temperature": 0, "avg_logprob": -0.11888928906670933, "compression_ratio": 1.1302931596091206, "no_speech_prob": 1.497536122885279e-11}, {"id": 111, "seek": 25842, "start": 282.22, "end": 284.12, "text": "在Agent's Last Exam", "tokens": [51555, 3581, 32, 6930, 311, 5264, 24755, 51650], "temperature": 0, "avg_logprob": -0.11888928906670933, "compression_ratio": 1.1302931596091206, "no_speech_prob": 1.497536122885279e-11}, {"id": 112, "seek": 25842, "start": 284.12, "end": 286.56, "text": "一个覆盖55个专业领域", "tokens": [51650, 20182, 2888, 228, 5419, 244, 13622, 7549, 940, 241, 940, 248, 12501, 228, 16262, 253, 51772], "temperature": 0, "avg_logprob": -0.11888928906670933, "compression_ratio": 1.1302931596091206, "no_speech_prob": 1.497536122885279e-11}, {"id": 113, "seek": 28656, "start": 286.56, "end": 288.92, "text": "偏长周期工作流的评测中", "tokens": [50365, 7437, 237, 32271, 37390, 16786, 41315, 27854, 1546, 5233, 226, 11038, 233, 5975, 50483], "temperature": 0, "avg_logprob": -0.12848457025021923, "compression_ratio": 1.1262798634812288, "no_speech_prob": 1.6898605778581377e-11}, {"id": 114, "seek": 28656, "start": 288.92, "end": 292.84, "text": "GPT5.6Soul的最高成绩为53.6", "tokens": [50483, 38, 47, 51, 20, 13, 21, 50, 3298, 1546, 8661, 12979, 11336, 10115, 102, 13992, 19584, 13, 21, 50679], "temperature": 0, "avg_logprob": -0.12848457025021923, "compression_ratio": 1.1262798634812288, "no_speech_prob": 1.6898605778581377e-11}, {"id": 115, "seek": 28656, "start": 292.84, "end": 294.98, "text": "在中等推理设置下", "tokens": [50679, 3581, 5975, 10187, 33597, 13876, 7422, 122, 34719, 4438, 50786], "temperature": 0, "avg_logprob": -0.12848457025021923, "compression_ratio": 1.1262798634812288, "no_speech_prob": 1.6898605778581377e-11}, {"id": 116, "seek": 28656, "start": 294.98, "end": 298.4, "text": "它仍然超过Cloud Fibo 5 11.4分", "tokens": [50786, 11284, 1550, 235, 5823, 19869, 16866, 32787, 479, 27776, 1025, 2975, 13, 19, 6627, 50957], "temperature": 0, "avg_logprob": -0.12848457025021923, "compression_ratio": 1.1262798634812288, "no_speech_prob": 1.6898605778581377e-11}, {"id": 117, "seek": 28656, "start": 298.4, "end": 301.86, "text": "而预估成本大约为后者的四分之一", "tokens": [50957, 11070, 12501, 226, 7384, 108, 11336, 8802, 3582, 16853, 99, 13992, 13547, 12444, 1546, 19425, 6627, 9574, 2257, 51130], "temperature": 0, "avg_logprob": -0.12848457025021923, "compression_ratio": 1.1262798634812288, "no_speech_prob": 1.6898605778581377e-11}, {"id": 118, "seek": 28656, "start": 301.86, "end": 303.26, "text": "对于这个分数", "tokens": [51130, 8713, 37732, 15368, 6627, 33188, 51200], "temperature": 0, "avg_logprob": -0.12848457025021923, "compression_ratio": 1.1262798634812288, "no_speech_prob": 1.6898605778581377e-11}, {"id": 119, "seek": 28656, "start": 303.26, "end": 305.1, "text": "你要理解它的商业意义", "tokens": [51200, 32085, 13876, 17278, 45224, 45581, 940, 248, 9042, 2930, 231, 51292], "temperature": 0, "avg_logprob": -0.12848457025021923, "compression_ratio": 1.1262798634812288, "no_speech_prob": 1.6898605778581377e-11}, {"id": 120, "seek": 28656, "start": 305.1, "end": 307.98, "text": "就是以前你让AI做一件长任务", "tokens": [51292, 5620, 44996, 2166, 33650, 48698, 10907, 2257, 20485, 32271, 26443, 5087, 94, 51436], "temperature": 0, "avg_logprob": -0.12848457025021923, "compression_ratio": 1.1262798634812288, "no_speech_prob": 1.6898605778581377e-11}, {"id": 121, "seek": 28656, "start": 307.98, "end": 309.62, "text": "最怕的不是它不聪明", "tokens": [51436, 8661, 21164, 1546, 7296, 11284, 1960, 8171, 103, 11100, 51518], "temperature": 0, "avg_logprob": -0.12848457025021923, "compression_ratio": 1.1262798634812288, "no_speech_prob": 1.6898605778581377e-11}, {"id": 122, "seek": 28656, "start": 309.62, "end": 312.46, "text": "而是它会想很久调用很多次", "tokens": [51518, 11070, 1541, 11284, 12949, 7093, 4563, 25320, 8897, 225, 9254, 20778, 9487, 51660], "temperature": 0, "avg_logprob": -0.12848457025021923, "compression_ratio": 1.1262798634812288, "no_speech_prob": 1.6898605778581377e-11}, {"id": 123, "seek": 28656, "start": 312.46, "end": 313.44, "text": "花很多钱", "tokens": [51660, 20127, 20778, 39623, 51709], "temperature": 0, "avg_logprob": -0.12848457025021923, "compression_ratio": 1.1262798634812288, "no_speech_prob": 1.6898605778581377e-11}, {"id": 124, "seek": 31344, "start": 313.44, "end": 317.3, "text": "最后却仍然交给你一堆需要反共的半成品", "tokens": [50365, 8661, 13547, 5322, 112, 1550, 235, 5823, 28455, 23197, 2166, 2257, 10726, 228, 35748, 22138, 15408, 1546, 30018, 11336, 30246, 50558], "temperature": 0, "avg_logprob": -0.1090183525441963, "compression_ratio": 1.0570175438596492, "no_speech_prob": 1.612870080547335e-11}, {"id": 125, "seek": 31344, "start": 317.3, "end": 319.71999999999997, "text": "现在竞争的核心正在变成", "tokens": [50558, 25040, 11957, 252, 1369, 231, 1546, 8987, 116, 7945, 15789, 3581, 2129, 246, 11336, 50679], "temperature": 0, "avg_logprob": -0.1090183525441963, "compression_ratio": 1.0570175438596492, "no_speech_prob": 1.612870080547335e-11}, {"id": 126, "seek": 31344, "start": 319.71999999999997, "end": 321.26, "text": "省得用更少的Token", "tokens": [50679, 2862, 223, 5916, 9254, 19002, 15686, 1546, 51, 8406, 50756], "temperature": 0, "avg_logprob": -0.1090183525441963, "compression_ratio": 1.0570175438596492, "no_speech_prob": 1.612870080547335e-11}, {"id": 127, "seek": 31344, "start": 321.26, "end": 322.8, "text": "更少的模型往返", "tokens": [50756, 19002, 15686, 1546, 41908, 39823, 29510, 3316, 242, 50833], "temperature": 0, "avg_logprob": -0.1090183525441963, "compression_ratio": 1.0570175438596492, "no_speech_prob": 1.612870080547335e-11}, {"id": 128, "seek": 31344, "start": 322.8, "end": 324.16, "text": "更少的人工丁梢", "tokens": [50833, 19002, 15686, 29979, 23323, 940, 223, 19017, 95, 50901], "temperature": 0, "avg_logprob": -0.1090183525441963, "compression_ratio": 1.0570175438596492, "no_speech_prob": 1.612870080547335e-11}, {"id": 129, "seek": 31344, "start": 324.16, "end": 326.36, "text": "让任务真正往前走", "tokens": [50901, 33650, 26443, 5087, 94, 6303, 15789, 29510, 8945, 9575, 51011], "temperature": 0, "avg_logprob": -0.1090183525441963, "compression_ratio": 1.0570175438596492, "no_speech_prob": 1.612870080547335e-11}, {"id": 130, "seek": 31344, "start": 326.36, "end": 328.52, "text": "在编码智能体评测", "tokens": [51011, 3581, 38109, 244, 23230, 223, 5094, 118, 8225, 29485, 5233, 226, 11038, 233, 51119], "temperature": 0, "avg_logprob": -0.1090183525441963, "compression_ratio": 1.0570175438596492, "no_speech_prob": 1.612870080547335e-11}, {"id": 131, "seek": 31344, "start": 328.52, "end": 332.24, "text": "Artificial Analysis Coding Agent Index上", "tokens": [51119, 32925, 10371, 38172, 383, 8616, 27174, 33552, 5708, 51305], "temperature": 0, "avg_logprob": -0.1090183525441963, "compression_ratio": 1.0570175438596492, "no_speech_prob": 1.612870080547335e-11}, {"id": 132, "seek": 33224, "start": 332.24, "end": 336.02, "text": "官方称Soul在Max推理下达到80分", "tokens": [50365, 31929, 9249, 8204, 108, 50, 3298, 3581, 36025, 33597, 13876, 4438, 9830, 122, 4511, 4702, 6627, 50554], "temperature": 0, "avg_logprob": -0.11071656999133882, "compression_ratio": 1.1757188498402555, "no_speech_prob": 1.3842015207654601e-11}, {"id": 133, "seek": 33224, "start": 336.02, "end": 338.34000000000003, "text": "相比Fibo 5高出2.8分", "tokens": [50554, 15106, 11706, 37, 27776, 1025, 12979, 7781, 17, 13, 23, 6627, 50670], "temperature": 0, "avg_logprob": -0.11071656999133882, "compression_ratio": 1.1757188498402555, "no_speech_prob": 1.3842015207654601e-11}, {"id": 134, "seek": 33224, "start": 338.34000000000003, "end": 340.58, "text": "同时输出Token少于一半", "tokens": [50670, 13089, 15729, 9830, 241, 7781, 51, 8406, 15686, 37732, 2257, 30018, 50782], "temperature": 0, "avg_logprob": -0.11071656999133882, "compression_ratio": 1.1757188498402555, "no_speech_prob": 1.3842015207654601e-11}, {"id": 135, "seek": 33224, "start": 340.58, "end": 341.90000000000003, "text": "耗时少于一半", "tokens": [50782, 4450, 245, 15729, 15686, 37732, 2257, 30018, 50848], "temperature": 0, "avg_logprob": -0.11071656999133882, "compression_ratio": 1.1757188498402555, "no_speech_prob": 1.3842015207654601e-11}, {"id": 136, "seek": 33224, "start": 341.90000000000003, "end": 344.5, "text": "预估成本大约低三分之一", "tokens": [50848, 12501, 226, 7384, 108, 11336, 8802, 3582, 16853, 99, 41377, 10960, 6627, 9574, 2257, 50978], "temperature": 0, "avg_logprob": -0.11071656999133882, "compression_ratio": 1.1757188498402555, "no_speech_prob": 1.3842015207654601e-11}, {"id": 137, "seek": 33224, "start": 344.5, "end": 346.92, "text": "Terra和Luna也不只是缩水吧", "tokens": [50978, 43352, 424, 12565, 43, 5051, 6404, 1960, 36859, 38109, 102, 15590, 6062, 51099], "temperature": 0, "avg_logprob": -0.11071656999133882, "compression_ratio": 1.1757188498402555, "no_speech_prob": 1.3842015207654601e-11}, {"id": 138, "seek": 33224, "start": 346.92, "end": 349.36, "text": "官方称它们在相应比较中", "tokens": [51099, 31929, 9249, 8204, 108, 11284, 9497, 3581, 15106, 44297, 11706, 9830, 225, 5975, 51221], "temperature": 0, "avg_logprob": -0.11071656999133882, "compression_ratio": 1.1757188498402555, "no_speech_prob": 1.3842015207654601e-11}, {"id": 139, "seek": 33224, "start": 349.36, "end": 351.82, "text": "用更低的时间Token和成本", "tokens": [51221, 9254, 19002, 41377, 1546, 44848, 51, 8406, 12565, 11336, 8802, 51344], "temperature": 0, "avg_logprob": -0.11071656999133882, "compression_ratio": 1.1757188498402555, "no_speech_prob": 1.3842015207654601e-11}, {"id": 140, "seek": 33224, "start": 351.82, "end": 354.92, "text": "仍维持很有竞争力的编码表现", "tokens": [51344, 1550, 235, 10115, 112, 17694, 49295, 11957, 252, 1369, 231, 13486, 1546, 38109, 244, 23230, 223, 17571, 20204, 51499], "temperature": 0, "avg_logprob": -0.11071656999133882, "compression_ratio": 1.1757188498402555, "no_speech_prob": 1.3842015207654601e-11}, {"id": 141, "seek": 33224, "start": 354.92, "end": 357.18, "text": "前面切换的这三张图", "tokens": [51499, 8945, 8833, 23632, 26075, 95, 1546, 5562, 10960, 44059, 3919, 122, 51612], "temperature": 0, "avg_logprob": -0.11071656999133882, "compression_ratio": 1.1757188498402555, "no_speech_prob": 1.3842015207654601e-11}, {"id": 142, "seek": 33224, "start": 357.18, "end": 358.5, "text": "要说的是同一件事", "tokens": [51612, 4275, 8090, 24620, 13089, 2257, 20485, 6973, 51678], "temperature": 0, "avg_logprob": -0.11071656999133882, "compression_ratio": 1.1757188498402555, "no_speech_prob": 1.3842015207654601e-11}, {"id": 143, "seek": 33224, "start": 358.5, "end": 361.42, "text": "就是Soul不是单纯把分数做高", "tokens": [51678, 5620, 50, 3298, 7296, 47446, 16853, 107, 16075, 6627, 33188, 10907, 12979, 51824], "temperature": 0, "avg_logprob": -0.11071656999133882, "compression_ratio": 1.1757188498402555, "no_speech_prob": 1.3842015207654601e-11}, {"id": 144, "seek": 36142, "start": 361.42, "end": 364.42, "text": "它试图同时少花钱少等待", "tokens": [50365, 11284, 5233, 243, 3919, 122, 13089, 15729, 15686, 20127, 39623, 15686, 10187, 18390, 50515], "temperature": 0, "avg_logprob": -0.1081718044516481, "compression_ratio": 1.1490683229813665, "no_speech_prob": 1.2715117153616617e-11}, {"id": 145, "seek": 36142, "start": 364.42, "end": 365.72, "text": "少吐无效Token", "tokens": [50515, 15686, 2392, 238, 31364, 43076, 51, 8406, 50580], "temperature": 0, "avg_logprob": -0.1081718044516481, "compression_ratio": 1.1490683229813665, "no_speech_prob": 1.2715117153616617e-11}, {"id": 146, "seek": 36142, "start": 365.72, "end": 367.66, "text": "对于写代码的人来说", "tokens": [50580, 8713, 37732, 5676, 247, 19105, 23230, 223, 29979, 6912, 8090, 50677], "temperature": 0, "avg_logprob": -0.1081718044516481, "compression_ratio": 1.1490683229813665, "no_speech_prob": 1.2715117153616617e-11}, {"id": 147, "seek": 36142, "start": 367.66, "end": 369.86, "text": "这比East Bank Mark多两分", "tokens": [50677, 5562, 11706, 36, 525, 8915, 3934, 6392, 36257, 6627, 50787], "temperature": 0, "avg_logprob": -0.1081718044516481, "compression_ratio": 1.1490683229813665, "no_speech_prob": 1.2715117153616617e-11}, {"id": 148, "seek": 36142, "start": 369.86, "end": 371.62, "text": "更接近日常体验", "tokens": [50787, 19002, 14468, 17463, 6890, 11279, 29485, 49657, 234, 50875], "temperature": 0, "avg_logprob": -0.1081718044516481, "compression_ratio": 1.1490683229813665, "no_speech_prob": 1.2715117153616617e-11}, {"id": 149, "seek": 36142, "start": 371.62, "end": 373.52000000000004, "text": "但这里要提醒一句的是", "tokens": [50875, 8395, 35102, 4275, 20949, 40796, 2257, 34592, 24620, 50970], "temperature": 0, "avg_logprob": -0.1081718044516481, "compression_ratio": 1.1490683229813665, "no_speech_prob": 1.2715117153616617e-11}, {"id": 150, "seek": 36142, "start": 373.52000000000004, "end": 375.28000000000003, "text": "所有厂商的Benchmark", "tokens": [50970, 39300, 5014, 224, 45581, 1546, 21736, 339, 5638, 51058], "temperature": 0, "avg_logprob": -0.1081718044516481, "compression_ratio": 1.1490683229813665, "no_speech_prob": 1.2715117153616617e-11}, {"id": 151, "seek": 36142, "start": 375.28000000000003, "end": 378.14, "text": "都应当看作是值得测试的信号", "tokens": [51058, 7182, 44297, 16233, 4200, 11914, 1541, 40242, 5916, 11038, 233, 5233, 243, 1546, 17665, 26987, 51201], "temperature": 0, "avg_logprob": -0.1081718044516481, "compression_ratio": 1.1490683229813665, "no_speech_prob": 1.2715117153616617e-11}, {"id": 152, "seek": 36142, "start": 378.14, "end": 380.38, "text": "而不是你项目里的保证书", "tokens": [51201, 11070, 7296, 2166, 10178, 117, 11386, 15759, 1546, 24302, 5233, 223, 2930, 99, 51313], "temperature": 0, "avg_logprob": -0.1081718044516481, "compression_ratio": 1.1490683229813665, "no_speech_prob": 1.2715117153616617e-11}, {"id": 153, "seek": 36142, "start": 380.38, "end": 382.58000000000004, "text": "真实成本会随任务", "tokens": [51313, 6303, 24726, 11336, 8802, 12949, 10673, 237, 26443, 5087, 94, 51423], "temperature": 0, "avg_logprob": -0.1081718044516481, "compression_ratio": 1.1490683229813665, "no_speech_prob": 1.2715117153616617e-11}, {"id": 154, "seek": 36142, "start": 382.58000000000004, "end": 384.34000000000003, "text": "提示工具调用", "tokens": [51423, 20949, 25696, 23323, 39806, 8897, 225, 9254, 51511], "temperature": 0, "avg_logprob": -0.1081718044516481, "compression_ratio": 1.1490683229813665, "no_speech_prob": 1.2715117153616617e-11}, {"id": 155, "seek": 36142, "start": 384.34000000000003, "end": 387.76, "text": "重视次数和上下文长度大幅变化", "tokens": [51511, 12624, 40656, 9487, 33188, 12565, 5708, 4438, 17174, 32271, 13127, 3582, 3509, 227, 2129, 246, 23756, 51682], "temperature": 0, "avg_logprob": -0.1081718044516481, "compression_ratio": 1.1490683229813665, "no_speech_prob": 1.2715117153616617e-11}, {"id": 156, "seek": 36142, "start": 387.76, "end": 390.16, "text": "所以这期视频的结论不是", "tokens": [51682, 7239, 5562, 16786, 40656, 39752, 1546, 45641, 7422, 118, 7296, 51802], "temperature": 0, "avg_logprob": -0.1081718044516481, "compression_ratio": 1.1490683229813665, "no_speech_prob": 1.2715117153616617e-11}, {"id": 157, "seek": 39016, "start": 390.16, "end": 392.36, "text": "GPT 5.6永远最强", "tokens": [50365, 38, 47, 51, 1025, 13, 21, 42503, 3316, 250, 8661, 5702, 118, 50475], "temperature": 0, "avg_logprob": -0.08567146202186485, "compression_ratio": 1.1806020066889633, "no_speech_prob": 1.561691054252634e-11}, {"id": 158, "seek": 39016, "start": 392.36, "end": 393.70000000000005, "text": "真正的结论是", "tokens": [50475, 6303, 15789, 1546, 45641, 7422, 118, 1541, 50542], "temperature": 0, "avg_logprob": -0.08567146202186485, "compression_ratio": 1.1806020066889633, "no_speech_prob": 1.561691054252634e-11}, {"id": 159, "seek": 39016, "start": 393.70000000000005, "end": 397.0, "text": "模型能力开始从一个昂贵的演示品", "tokens": [50542, 41908, 39823, 8225, 13486, 45213, 35630, 20182, 1431, 224, 18464, 113, 1546, 31382, 25696, 30246, 50707], "temperature": 0, "avg_logprob": -0.08567146202186485, "compression_ratio": 1.1806020066889633, "no_speech_prob": 1.561691054252634e-11}, {"id": 160, "seek": 39016, "start": 397.0, "end": 400.40000000000003, "text": "变成一条更接近工业化的成本曲线", "tokens": [50707, 2129, 246, 11336, 2257, 48837, 19002, 14468, 17463, 23323, 940, 248, 23756, 1546, 11336, 8802, 30753, 16853, 123, 50877], "temperature": 0, "avg_logprob": -0.08567146202186485, "compression_ratio": 1.1806020066889633, "no_speech_prob": 1.561691054252634e-11}, {"id": 161, "seek": 39016, "start": 400.40000000000003, "end": 402.82000000000005, "text": "当智能的单位成本下降", "tokens": [50877, 16233, 5094, 118, 8225, 1546, 47446, 11160, 11336, 8802, 4438, 47421, 50998], "temperature": 0, "avg_logprob": -0.08567146202186485, "compression_ratio": 1.1806020066889633, "no_speech_prob": 1.561691054252634e-11}, {"id": 162, "seek": 39016, "start": 402.82000000000005, "end": 404.88000000000005, "text": "原来请不起AI团队的任务", "tokens": [50998, 19683, 6912, 27908, 26451, 48698, 3919, 95, 10034, 253, 1546, 26443, 5087, 94, 51101], "temperature": 0, "avg_logprob": -0.08567146202186485, "compression_ratio": 1.1806020066889633, "no_speech_prob": 1.561691054252634e-11}, {"id": 163, "seek": 39016, "start": 404.88000000000005, "end": 408.40000000000003, "text": "才会第一次被认真地搬进真实的工作流", "tokens": [51101, 18888, 12949, 18049, 9487, 23238, 7422, 97, 6303, 10928, 22220, 105, 36700, 6303, 24726, 1546, 41315, 27854, 51277], "temperature": 0, "avg_logprob": -0.08567146202186485, "compression_ratio": 1.1806020066889633, "no_speech_prob": 1.561691054252634e-11}, {"id": 164, "seek": 39016, "start": 408.40000000000003, "end": 411.42, "text": "如果说效率解决了用不用得起", "tokens": [51277, 13119, 8090, 43076, 44866, 17278, 5676, 111, 2289, 9254, 24384, 5916, 9147, 51428], "temperature": 0, "avg_logprob": -0.08567146202186485, "compression_ratio": 1.1806020066889633, "no_speech_prob": 1.561691054252634e-11}, {"id": 165, "seek": 39016, "start": 411.42, "end": 412.92, "text": "那Ultro解决的就是", "tokens": [51428, 4184, 52, 2282, 340, 17278, 5676, 111, 1546, 5620, 51503], "temperature": 0, "avg_logprob": -0.08567146202186485, "compression_ratio": 1.1806020066889633, "no_speech_prob": 1.561691054252634e-11}, {"id": 166, "seek": 39016, "start": 412.92, "end": 414.66, "text": "一个模型不够是怎么办", "tokens": [51503, 20182, 41908, 39823, 1960, 1787, 253, 1541, 15282, 39453, 51590], "temperature": 0, "avg_logprob": -0.08567146202186485, "compression_ratio": 1.1806020066889633, "no_speech_prob": 1.561691054252634e-11}, {"id": 167, "seek": 39016, "start": 414.66, "end": 416.28000000000003, "text": "过去的推理模式", "tokens": [51590, 16866, 6734, 1546, 33597, 13876, 41908, 27584, 51671], "temperature": 0, "avg_logprob": -0.08567146202186485, "compression_ratio": 1.1806020066889633, "no_speech_prob": 1.561691054252634e-11}, {"id": 168, "seek": 41628, "start": 416.28, "end": 419.82, "text": "本质是让同一个模型多想一会儿", "tokens": [50365, 8802, 18464, 101, 1541, 33650, 13089, 20182, 41908, 39823, 6392, 7093, 2257, 12949, 22933, 50542], "temperature": 0, "avg_logprob": -0.137135986588959, "compression_ratio": 1.075, "no_speech_prob": 1.763276330501995e-11}, {"id": 169, "seek": 41628, "start": 419.82, "end": 422.32, "text": "低中高X-high max", "tokens": [50542, 41377, 5975, 12979, 55, 12, 21454, 11469, 50667], "temperature": 0, "avg_logprob": -0.137135986588959, "compression_ratio": 1.075, "no_speech_prob": 1.763276330501995e-11}, {"id": 170, "seek": 41628, "start": 422.32, "end": 424.58, "text": "它会探索备选方案", "tokens": [50667, 11284, 12949, 6900, 95, 7732, 95, 1787, 229, 2215, 231, 9249, 28899, 50780], "temperature": 0, "avg_logprob": -0.137135986588959, "compression_ratio": 1.075, "no_speech_prob": 1.763276330501995e-11}, {"id": 171, "seek": 41628, "start": 424.58, "end": 426.32, "text": "检查自己修改路径", "tokens": [50780, 16407, 222, 42623, 17645, 7792, 106, 34490, 24658, 2172, 226, 50867], "temperature": 0, "avg_logprob": -0.137135986588959, "compression_ratio": 1.075, "no_speech_prob": 1.763276330501995e-11}, {"id": 172, "seek": 41628, "start": 426.32, "end": 428.17999999999995, "text": "这个逻辑很好理解", "tokens": [50867, 15368, 2215, 119, 9830, 239, 23801, 13876, 17278, 50960], "temperature": 0, "avg_logprob": -0.137135986588959, "compression_ratio": 1.075, "no_speech_prob": 1.763276330501995e-11}, {"id": 173, "seek": 41628, "start": 428.17999999999995, "end": 431.38, "text": "就是拿更多推理时间换更高质量", "tokens": [50960, 5620, 24351, 19002, 6392, 33597, 13876, 44848, 26075, 95, 19002, 12979, 18464, 101, 26748, 51120], "temperature": 0, "avg_logprob": -0.137135986588959, "compression_ratio": 1.075, "no_speech_prob": 1.763276330501995e-11}, {"id": 174, "seek": 41628, "start": 431.38, "end": 433.79999999999995, "text": "Action再往前走了一步", "tokens": [51120, 32, 882, 8623, 29510, 8945, 35267, 2257, 31429, 51241], "temperature": 0, "avg_logprob": -0.137135986588959, "compression_ratio": 1.075, "no_speech_prob": 1.763276330501995e-11}, {"id": 175, "seek": 41628, "start": 433.79999999999995, "end": 435.52, "text": "官方的定义非常明确", "tokens": [51241, 31929, 9249, 1546, 12088, 2930, 231, 14392, 11100, 38114, 106, 51327], "temperature": 0, "avg_logprob": -0.137135986588959, "compression_ratio": 1.075, "no_speech_prob": 1.763276330501995e-11}, {"id": 176, "seek": 41628, "start": 435.52, "end": 438.2, "text": "它会默认协调四个agent", "tokens": [51327, 11284, 12949, 6173, 246, 7422, 97, 5322, 237, 8897, 225, 19425, 7549, 559, 317, 51461], "temperature": 0, "avg_logprob": -0.137135986588959, "compression_ratio": 1.075, "no_speech_prob": 1.763276330501995e-11}, {"id": 177, "seek": 43820, "start": 438.2, "end": 440.09999999999997, "text": "并行处理复杂任务", "tokens": [50365, 3509, 114, 8082, 1787, 226, 13876, 1787, 235, 4422, 224, 26443, 5087, 94, 50460], "temperature": 0, "avg_logprob": -0.10425315629567532, "compression_ratio": 1.2444444444444445, "no_speech_prob": 1.5639265923961254e-11}, {"id": 178, "seek": 43820, "start": 440.09999999999997, "end": 444.86, "text": "以更高talk消耗换取更强结果和更短的完成时间", "tokens": [50460, 3588, 19002, 12979, 29302, 28837, 4450, 245, 26075, 95, 29436, 19002, 5702, 118, 45641, 9319, 12565, 19002, 5881, 255, 1546, 41509, 44848, 50698], "temperature": 0, "avg_logprob": -0.10425315629567532, "compression_ratio": 1.2444444444444445, "no_speech_prob": 1.5639265923961254e-11}, {"id": 179, "seek": 43820, "start": 444.86, "end": 447.88, "text": "官方也展示了16A的配置的评测", "tokens": [50698, 31929, 9249, 6404, 43491, 25696, 2289, 6866, 32, 1546, 38846, 34719, 1546, 5233, 226, 11038, 233, 50849], "temperature": 0, "avg_logprob": -0.10425315629567532, "compression_ratio": 1.2444444444444445, "no_speech_prob": 1.5639265923961254e-11}, {"id": 180, "seek": 43820, "start": 447.88, "end": 450.53999999999996, "text": "但那是额外配置和实验比较", "tokens": [50849, 8395, 4184, 1541, 12501, 251, 12022, 38846, 34719, 12565, 24726, 49657, 234, 11706, 9830, 225, 50982], "temperature": 0, "avg_logprob": -0.10425315629567532, "compression_ratio": 1.2444444444444445, "no_speech_prob": 1.5639265923961254e-11}, {"id": 181, "seek": 43820, "start": 450.53999999999996, "end": 454.41999999999996, "text": "不要把它误读成日常默认开了16个分身", "tokens": [50982, 11962, 42061, 5233, 107, 5233, 119, 11336, 6890, 11279, 6173, 246, 7422, 97, 18937, 2289, 6866, 7549, 6627, 19847, 51176], "temperature": 0, "avg_logprob": -0.10425315629567532, "compression_ratio": 1.2444444444444445, "no_speech_prob": 1.5639265923961254e-11}, {"id": 182, "seek": 43820, "start": 454.41999999999996, "end": 456.56, "text": "看横轴和纵轴的关系", "tokens": [51176, 4200, 5117, 103, 17819, 112, 12565, 16853, 113, 17819, 112, 1546, 28053, 25368, 51283], "temperature": 0, "avg_logprob": -0.10425315629567532, "compression_ratio": 1.2444444444444445, "no_speech_prob": 1.5639265923961254e-11}, {"id": 183, "seek": 43820, "start": 456.56, "end": 460.24, "text": "理想的升级不是为了更高分而无限延迟", "tokens": [51283, 13876, 7093, 1546, 41670, 16853, 100, 7296, 13992, 2289, 19002, 12979, 6627, 11070, 31364, 43446, 17527, 114, 3316, 253, 51467], "temperature": 0, "avg_logprob": -0.10425315629567532, "compression_ratio": 1.2444444444444445, "no_speech_prob": 1.5639265923961254e-11}, {"id": 184, "seek": 43820, "start": 460.24, "end": 463.96, "text": "而是在更短的时间里把结果推得更高", "tokens": [51467, 11070, 1541, 3581, 19002, 5881, 255, 1546, 44848, 15759, 16075, 45641, 9319, 33597, 5916, 19002, 12979, 51653], "temperature": 0, "avg_logprob": -0.10425315629567532, "compression_ratio": 1.2444444444444445, "no_speech_prob": 1.5639265923961254e-11}, {"id": 185, "seek": 46396, "start": 463.96, "end": 468.97999999999996, "text": "Action的野心就是把单个agent的思考换成并行工作流", "tokens": [50365, 32, 882, 1546, 37178, 7945, 5620, 16075, 47446, 7549, 559, 317, 1546, 8870, 26504, 26075, 95, 11336, 3509, 114, 8082, 41315, 27854, 50616], "temperature": 0, "avg_logprob": -0.08220461394889222, "compression_ratio": 1.2466666666666666, "no_speech_prob": 1.5447721227190847e-11}, {"id": 186, "seek": 46396, "start": 468.97999999999996, "end": 473.88, "text": "这听上去像什么呢", "tokens": [50616, 5562, 31022, 5708, 6734, 12760, 10440, 6240, 50861], "temperature": 0, "avg_logprob": -0.08220461394889222, "compression_ratio": 1.2466666666666666, "no_speech_prob": 1.5447721227190847e-11}, {"id": 187, "seek": 46396, "start": 473.88, "end": 478.29999999999995, "text": "像是你把一个模糊但是困难的项目扔到会议室里", "tokens": [50861, 12760, 1541, 2166, 16075, 20182, 41908, 15239, 232, 11189, 3919, 108, 46531, 1546, 10178, 117, 11386, 3416, 242, 4511, 12949, 7422, 106, 2415, 97, 15759, 51082], "temperature": 0, "avg_logprob": -0.08220461394889222, "compression_ratio": 1.2466666666666666, "no_speech_prob": 1.5447721227190847e-11}, {"id": 188, "seek": 46396, "start": 478.29999999999995, "end": 479.74, "text": "瞬间出现四个人", "tokens": [51082, 36733, 105, 31685, 7781, 20204, 19425, 7549, 4035, 51154], "temperature": 0, "avg_logprob": -0.08220461394889222, "compression_ratio": 1.2466666666666666, "no_speech_prob": 1.5447721227190847e-11}, {"id": 189, "seek": 46396, "start": 479.74, "end": 481.46, "text": "一个先做任务拆解", "tokens": [51154, 20182, 10108, 10907, 26443, 5087, 94, 6852, 228, 17278, 51240], "temperature": 0, "avg_logprob": -0.08220461394889222, "compression_ratio": 1.2466666666666666, "no_speech_prob": 1.5447721227190847e-11}, {"id": 190, "seek": 46396, "start": 481.46, "end": 483.4, "text": "一个去找资料和约束", "tokens": [51240, 20182, 6734, 25085, 5266, 226, 33404, 12565, 16853, 99, 44320, 51337], "temperature": 0, "avg_logprob": -0.08220461394889222, "compression_ratio": 1.2466666666666666, "no_speech_prob": 1.5447721227190847e-11}, {"id": 191, "seek": 46396, "start": 483.4, "end": 484.64, "text": "一个尝试执行", "tokens": [51337, 20182, 1530, 251, 5233, 243, 3416, 100, 8082, 51399], "temperature": 0, "avg_logprob": -0.08220461394889222, "compression_ratio": 1.2466666666666666, "no_speech_prob": 1.5447721227190847e-11}, {"id": 192, "seek": 46396, "start": 484.64, "end": 486.14, "text": "一个专门寻找漏洞", "tokens": [51399, 20182, 940, 241, 8259, 101, 4510, 119, 25085, 14065, 237, 12136, 252, 51474], "temperature": 0, "avg_logprob": -0.08220461394889222, "compression_ratio": 1.2466666666666666, "no_speech_prob": 1.5447721227190847e-11}, {"id": 193, "seek": 46396, "start": 486.14, "end": 489.03999999999996, "text": "最后由系统把它们的结果汇总", "tokens": [51474, 8661, 13547, 23786, 25368, 10115, 253, 42061, 9497, 1546, 45641, 9319, 12800, 229, 33440, 51619], "temperature": 0, "avg_logprob": -0.08220461394889222, "compression_ratio": 1.2466666666666666, "no_speech_prob": 1.5447721227190847e-11}, {"id": 194, "seek": 46396, "start": 489.03999999999996, "end": 492.06, "text": "这就是多智能体最让人上瘾", "tokens": [51619, 5562, 5620, 6392, 5094, 118, 8225, 29485, 8661, 33650, 4035, 5708, 163, 246, 122, 51770], "temperature": 0, "avg_logprob": -0.08220461394889222, "compression_ratio": 1.2466666666666666, "no_speech_prob": 1.5447721227190847e-11}, {"id": 195, "seek": 46396, "start": 492.06, "end": 493.85999999999996, "text": "也最容易让人误解的地方", "tokens": [51770, 6404, 8661, 49212, 33650, 4035, 5233, 107, 17278, 1546, 30146, 51860], "temperature": 0, "avg_logprob": -0.08220461394889222, "compression_ratio": 1.2466666666666666, "no_speech_prob": 1.5447721227190847e-11}, {"id": 196, "seek": 49386, "start": 493.86, "end": 495.40000000000003, "text": "它不是魔法", "tokens": [50365, 11284, 7296, 39485, 11148, 50442], "temperature": 0, "avg_logprob": -0.11623700049615675, "compression_ratio": 1.1455696202531647, "no_speech_prob": 1.51479506022012e-11}, {"id": 197, "seek": 49386, "start": 495.40000000000003, "end": 498.7, "text": "四个错误的人不会自动拼成一个正确答案", "tokens": [50442, 19425, 7549, 29900, 5233, 107, 29979, 47928, 9722, 34961, 6852, 120, 11336, 20182, 15789, 38114, 106, 28223, 28899, 50607], "temperature": 0, "avg_logprob": -0.11623700049615675, "compression_ratio": 1.1455696202531647, "no_speech_prob": 1.51479506022012e-11}, {"id": 198, "seek": 49386, "start": 498.7, "end": 500.48, "text": "并行也不是免费的午餐", "tokens": [50607, 3509, 114, 8082, 6404, 7296, 2347, 235, 18464, 117, 1546, 44237, 22217, 238, 50696], "temperature": 0, "avg_logprob": -0.11623700049615675, "compression_ratio": 1.1455696202531647, "no_speech_prob": 1.51479506022012e-11}, {"id": 199, "seek": 49386, "start": 500.48, "end": 505.08000000000004, "text": "Token成本协调和失败风险都会增加", "tokens": [50696, 51, 8406, 11336, 8802, 5322, 237, 8897, 225, 12565, 28564, 18464, 98, 47209, 8842, 102, 7182, 12949, 24228, 252, 9990, 50926], "temperature": 0, "avg_logprob": -0.11623700049615675, "compression_ratio": 1.1455696202531647, "no_speech_prob": 1.51479506022012e-11}, {"id": 200, "seek": 49386, "start": 505.08000000000004, "end": 508.58000000000004, "text": "但对于那些路径很多需要交叉验证", "tokens": [50926, 8395, 8713, 37732, 4184, 13824, 24658, 2172, 226, 20778, 35748, 28455, 2129, 231, 49657, 234, 5233, 223, 51101], "temperature": 0, "avg_logprob": -0.11623700049615675, "compression_ratio": 1.1455696202531647, "no_speech_prob": 1.51479506022012e-11}, {"id": 201, "seek": 49386, "start": 508.58000000000004, "end": 510.96000000000004, "text": "当个模型容易卡死的任务", "tokens": [51101, 16233, 7549, 41908, 39823, 49212, 32681, 16989, 1546, 26443, 5087, 94, 51220], "temperature": 0, "avg_logprob": -0.11623700049615675, "compression_ratio": 1.1455696202531647, "no_speech_prob": 1.51479506022012e-11}, {"id": 202, "seek": 49386, "start": 510.96000000000004, "end": 513.66, "text": "多智能体解决的不是想得更久", "tokens": [51220, 6392, 5094, 118, 8225, 29485, 17278, 5676, 111, 1546, 7296, 7093, 5916, 19002, 25320, 51355], "temperature": 0, "avg_logprob": -0.11623700049615675, "compression_ratio": 1.1455696202531647, "no_speech_prob": 1.51479506022012e-11}, {"id": 203, "seek": 49386, "start": 513.66, "end": 516.44, "text": "而是同时从不同方向去试", "tokens": [51355, 11070, 1541, 13089, 15729, 35630, 47123, 9249, 24282, 6734, 5233, 243, 51494], "temperature": 0, "avg_logprob": -0.11623700049615675, "compression_ratio": 1.1455696202531647, "no_speech_prob": 1.51479506022012e-11}, {"id": 204, "seek": 49386, "start": 516.44, "end": 522.5, "text": "官方在Browsecap SEC Bench Pro和Termal Bench 2.1的图表中展示", "tokens": [51494, 31929, 9249, 3581, 33, 1892, 405, 9485, 22399, 3964, 339, 1705, 12565, 51, 966, 304, 3964, 339, 568, 13, 16, 1546, 3919, 122, 17571, 5975, 43491, 25696, 51797], "temperature": 0, "avg_logprob": -0.11623700049615675, "compression_ratio": 1.1455696202531647, "no_speech_prob": 1.51479506022012e-11}, {"id": 205, "seek": 52250, "start": 522.5, "end": 524.54, "text": "增加并行agent之后", "tokens": [50365, 24228, 252, 9990, 3509, 114, 8082, 559, 317, 9574, 13547, 50467], "temperature": 0, "avg_logprob": -0.12068589126007466, "compression_ratio": 1.2013201320132014, "no_speech_prob": 1.8527875414453554e-11}, {"id": 206, "seek": 52250, "start": 524.54, "end": 527.84, "text": "分数与延迟的边界被推向更好的一侧", "tokens": [50467, 6627, 33188, 940, 236, 17527, 114, 3316, 253, 1546, 40503, 21185, 23238, 33597, 24282, 19002, 20715, 2257, 3254, 100, 50632], "temperature": 0, "avg_logprob": -0.12068589126007466, "compression_ratio": 1.2013201320132014, "no_speech_prob": 1.8527875414453554e-11}, {"id": 207, "seek": 52250, "start": 527.84, "end": 528.96, "text": "说白了", "tokens": [50632, 8090, 13558, 2289, 50688], "temperature": 0, "avg_logprob": -0.12068589126007466, "compression_ratio": 1.2013201320132014, "no_speech_prob": 1.8527875414453554e-11}, {"id": 208, "seek": 52250, "start": 528.96, "end": 530.34, "text": "同样是做难题", "tokens": [50688, 13089, 14496, 1541, 10907, 46531, 30716, 50757], "temperature": 0, "avg_logprob": -0.12068589126007466, "compression_ratio": 1.2013201320132014, "no_speech_prob": 1.8527875414453554e-11}, {"id": 209, "seek": 52250, "start": 530.34, "end": 533.5, "text": "他不一定要等一个人把所有路都走完", "tokens": [50757, 5000, 1960, 48161, 10187, 20182, 4035, 16075, 39300, 24658, 7182, 9575, 14128, 50915], "temperature": 0, "avg_logprob": -0.12068589126007466, "compression_ratio": 1.2013201320132014, "no_speech_prob": 1.8527875414453554e-11}, {"id": 210, "seek": 52250, "start": 533.5, "end": 535.8, "text": "Cursor的奥斯卡·舒尔茨", "tokens": [50915, 34, 2156, 284, 1546, 1881, 98, 30758, 32681, 14259, 46204, 1530, 242, 27395, 101, 51030], "temperature": 0, "avg_logprob": -0.12068589126007466, "compression_ratio": 1.2013201320132014, "no_speech_prob": 1.8527875414453554e-11}, {"id": 211, "seek": 52250, "start": 535.8, "end": 538.52, "text": "对早期评测的评价非常克制", "tokens": [51030, 8713, 21176, 16786, 5233, 226, 11038, 233, 1546, 5233, 226, 1550, 115, 14392, 24881, 25491, 51166], "temperature": 0, "avg_logprob": -0.12068589126007466, "compression_ratio": 1.2013201320132014, "no_speech_prob": 1.8527875414453554e-11}, {"id": 212, "seek": 52250, "start": 538.52, "end": 542.24, "text": "他认为这是他们测试过的最强模型之一", "tokens": [51166, 5000, 7422, 97, 13992, 27455, 47911, 11038, 233, 5233, 243, 16866, 1546, 8661, 5702, 118, 41908, 39823, 9574, 2257, 51352], "temperature": 0, "avg_logprob": -0.12068589126007466, "compression_ratio": 1.2013201320132014, "no_speech_prob": 1.8527875414453554e-11}, {"id": 213, "seek": 52250, "start": 542.24, "end": 546.16, "text": "并特别提到了持久性、智能和整体效率", "tokens": [51352, 3509, 114, 17682, 18453, 20949, 21381, 17694, 25320, 21686, 1231, 5094, 118, 8225, 12565, 27662, 29485, 43076, 44866, 51548], "temperature": 0, "avg_logprob": -0.12068589126007466, "compression_ratio": 1.2013201320132014, "no_speech_prob": 1.8527875414453554e-11}, {"id": 214, "seek": 52250, "start": 546.16, "end": 547.5, "text": "但要注意的是", "tokens": [51548, 8395, 4275, 40794, 24620, 51615], "temperature": 0, "avg_logprob": -0.12068589126007466, "compression_ratio": 1.2013201320132014, "no_speech_prob": 1.8527875414453554e-11}, {"id": 215, "seek": 52250, "start": 547.5, "end": 549.6, "text": "这是合作伙伴的早期评价", "tokens": [51615, 27455, 14245, 11914, 7384, 247, 7384, 112, 1546, 21176, 16786, 5233, 226, 1550, 115, 51720], "temperature": 0, "avg_logprob": -0.12068589126007466, "compression_ratio": 1.2013201320132014, "no_speech_prob": 1.8527875414453554e-11}, {"id": 216, "seek": 54960, "start": 549.6, "end": 552.16, "text": "而并不是独立评测结论", "tokens": [50365, 11070, 3509, 114, 7296, 18637, 105, 24409, 5233, 226, 11038, 233, 45641, 7422, 118, 50493], "temperature": 0, "avg_logprob": -0.1937874071525805, "compression_ratio": 1.2646048109965635, "no_speech_prob": 1.5817527843076107e-11}, {"id": 217, "seek": 54960, "start": 552.16, "end": 553.44, "text": "但他恰好说明", "tokens": [50493, 8395, 5000, 11845, 108, 2131, 8090, 11100, 50557], "temperature": 0, "avg_logprob": -0.1937874071525805, "compression_ratio": 1.2646048109965635, "no_speech_prob": 1.5817527843076107e-11}, {"id": 218, "seek": 54960, "start": 553.44, "end": 555.1, "text": "开发者真正关心的", "tokens": [50557, 18937, 28926, 12444, 6303, 15789, 28053, 7945, 1546, 50640], "temperature": 0, "avg_logprob": -0.1937874071525805, "compression_ratio": 1.2646048109965635, "no_speech_prob": 1.5817527843076107e-11}, {"id": 219, "seek": 54960, "start": 555.1, "end": 557.74, "text": "已经不只是会不会补权代码了", "tokens": [50640, 49161, 1960, 36859, 12949, 47928, 9890, 98, 4422, 225, 19105, 23230, 223, 2289, 50772], "temperature": 0, "avg_logprob": -0.1937874071525805, "compression_ratio": 1.2646048109965635, "no_speech_prob": 1.5817527843076107e-11}, {"id": 220, "seek": 54960, "start": 557.74, "end": 558.94, "text": "对使用者来说", "tokens": [50772, 8713, 22982, 9254, 12444, 6912, 8090, 50832], "temperature": 0, "avg_logprob": -0.1937874071525805, "compression_ratio": 1.2646048109965635, "no_speech_prob": 1.5817527843076107e-11}, {"id": 221, "seek": 54960, "start": 558.94, "end": 562.5400000000001, "text": "最关键的升级其实不是会不会点Altra", "tokens": [50832, 8661, 28053, 23049, 106, 1546, 41670, 16853, 100, 41646, 7296, 12949, 47928, 12579, 32, 2282, 424, 51012], "temperature": 0, "avg_logprob": -0.1937874071525805, "compression_ratio": 1.2646048109965635, "no_speech_prob": 1.5817527843076107e-11}, {"id": 222, "seek": 54960, "start": 562.5400000000001, "end": 565.74, "text": "而是你有没有能力把任务说成一个", "tokens": [51012, 11070, 1541, 43320, 17944, 8225, 13486, 16075, 26443, 5087, 94, 8090, 11336, 20182, 51172], "temperature": 0, "avg_logprob": -0.1937874071525805, "compression_ratio": 1.2646048109965635, "no_speech_prob": 1.5817527843076107e-11}, {"id": 223, "seek": 54960, "start": 565.74, "end": 568.36, "text": "可被团队并行处理的目标", "tokens": [51172, 4429, 23238, 3919, 95, 10034, 253, 3509, 114, 8082, 1787, 226, 13876, 1546, 11386, 162, 3921, 51303], "temperature": 0, "avg_logprob": -0.1937874071525805, "compression_ratio": 1.2646048109965635, "no_speech_prob": 1.5817527843076107e-11}, {"id": 224, "seek": 54960, "start": 568.36, "end": 571.36, "text": "帮我做一个网站仍然是个坏任务", "tokens": [51303, 4845, 106, 1654, 10907, 20182, 16469, 239, 34155, 1550, 235, 5823, 1541, 7549, 14872, 237, 26443, 5087, 94, 51453], "temperature": 0, "avg_logprob": -0.1937874071525805, "compression_ratio": 1.2646048109965635, "no_speech_prob": 1.5817527843076107e-11}, {"id": 225, "seek": 54960, "start": 571.36, "end": 574.76, "text": "基于这一份品牌规范和三份访谈", "tokens": [51453, 26008, 37732, 5562, 2257, 36266, 30246, 6935, 234, 6758, 226, 27395, 225, 12565, 10960, 36266, 7422, 123, 8897, 230, 51623], "temperature": 0, "avg_logprob": -0.1937874071525805, "compression_ratio": 1.2646048109965635, "no_speech_prob": 1.5817527843076107e-11}, {"id": 226, "seek": 54960, "start": 574.76, "end": 577.24, "text": "先提出三个信息架方案", "tokens": [51623, 10108, 20949, 7781, 10960, 7549, 17665, 26460, 7360, 114, 9249, 28899, 51747], "temperature": 0, "avg_logprob": -0.1937874071525805, "compression_ratio": 1.2646048109965635, "no_speech_prob": 1.5817527843076107e-11}, {"id": 227, "seek": 57724, "start": 577.24, "end": 581.34, "text": "再选风险最低的方案实现成可以访问的落地也", "tokens": [50365, 8623, 2215, 231, 47209, 8842, 102, 8661, 41377, 1546, 9249, 28899, 24726, 20204, 11336, 6723, 7422, 123, 22064, 1546, 30848, 10928, 6404, 50570], "temperature": 0, "avg_logprob": -0.18487099373694693, "compression_ratio": 1.080188679245283, "no_speech_prob": 1.5917298729073437e-11}, {"id": 228, "seek": 57724, "start": 581.34, "end": 585.6800000000001, "text": "完成后检查移动端表单和关键转化路径", "tokens": [50570, 41509, 13547, 16407, 222, 42623, 8204, 119, 34961, 11957, 107, 17571, 47446, 12565, 28053, 23049, 106, 17819, 105, 23756, 24658, 2172, 226, 50787], "temperature": 0, "avg_logprob": -0.18487099373694693, "compression_ratio": 1.080188679245283, "no_speech_prob": 1.5917298729073437e-11}, {"id": 229, "seek": 57724, "start": 585.6800000000001, "end": 587.28, "text": "并输出改动说明", "tokens": [50787, 3509, 114, 9830, 241, 7781, 34490, 34961, 8090, 11100, 50867], "temperature": 0, "avg_logprob": -0.18487099373694693, "compression_ratio": 1.080188679245283, "no_speech_prob": 1.5917298729073437e-11}, {"id": 230, "seek": 57724, "start": 587.28, "end": 591.08, "text": "这才是可以被一个AI团队真正接住的任务", "tokens": [50867, 5562, 18888, 1541, 6723, 23238, 20182, 48698, 3919, 95, 10034, 253, 6303, 15789, 14468, 21632, 1546, 26443, 5087, 94, 51057], "temperature": 0, "avg_logprob": -0.18487099373694693, "compression_ratio": 1.080188679245283, "no_speech_prob": 1.5917298729073437e-11}, {"id": 231, "seek": 57724, "start": 591.08, "end": 595.0, "text": "未来提示词会变得越来越像像Brief", "tokens": [51057, 29954, 6912, 20949, 25696, 5233, 235, 12949, 2129, 246, 5916, 25761, 6912, 25761, 12760, 12760, 22170, 2521, 51253], "temperature": 0, "avg_logprob": -0.18487099373694693, "compression_ratio": 1.080188679245283, "no_speech_prob": 1.5917298729073437e-11}, {"id": 232, "seek": 59500, "start": 595.0, "end": 596.94, "text": "不是祈祷式的问一句", "tokens": [50365, 7296, 12695, 230, 12695, 115, 27584, 1546, 22064, 2257, 34592, 50462], "temperature": 0, "avg_logprob": -0.13096516533235533, "compression_ratio": 1.125, "no_speech_prob": 1.6188599072375354e-11}, {"id": 233, "seek": 59500, "start": 596.94, "end": 600.34, "text": "而是给清楚终点约束素材", "tokens": [50462, 11070, 1541, 23197, 38433, 10115, 230, 12579, 16853, 99, 44320, 37204, 4422, 238, 50632], "temperature": 0, "avg_logprob": -0.13096516533235533, "compression_ratio": 1.125, "no_speech_prob": 1.6188599072375354e-11}, {"id": 234, "seek": 59500, "start": 600.34, "end": 603.14, "text": "验收标准和不可以碰的边界", "tokens": [50632, 49657, 234, 18681, 162, 3921, 6336, 228, 12565, 1960, 6723, 16337, 108, 1546, 40503, 21185, 50772], "temperature": 0, "avg_logprob": -0.13096516533235533, "compression_ratio": 1.125, "no_speech_prob": 1.6188599072375354e-11}, {"id": 235, "seek": 59500, "start": 603.14, "end": 605.26, "text": "我们看看这个游戏视频", "tokens": [50772, 15003, 22884, 15368, 9592, 116, 1486, 237, 40656, 39752, 50878], "temperature": 0, "avg_logprob": -0.13096516533235533, "compression_ratio": 1.125, "no_speech_prob": 1.6188599072375354e-11}, {"id": 236, "seek": 59500, "start": 605.26, "end": 607.44, "text": "先别管它背后是不是AI", "tokens": [50878, 10108, 18453, 23131, 11284, 46329, 13547, 23034, 48698, 50987], "temperature": 0, "avg_logprob": -0.13096516533235533, "compression_ratio": 1.125, "no_speech_prob": 1.6188599072375354e-11}, {"id": 237, "seek": 59500, "start": 607.44, "end": 611.88, "text": "你觉得你第一眼会不会把它当成一个真正在售的小游戏呢", "tokens": [50987, 2166, 29992, 2166, 18049, 25281, 12949, 47928, 42061, 16233, 11336, 20182, 6303, 15789, 3581, 17198, 106, 1546, 7322, 9592, 116, 1486, 237, 6240, 51209], "temperature": 0, "avg_logprob": -0.13096516533235533, "compression_ratio": 1.125, "no_speech_prob": 1.6188599072375354e-11}, {"id": 238, "seek": 59500, "start": 611.88, "end": 616.8, "text": "这就是官方把它放在A-Lib Forward InDesign第一位的原因", "tokens": [51209, 5562, 5620, 31929, 9249, 42061, 12744, 3581, 32, 12, 43, 897, 35524, 682, 29543, 788, 18049, 11160, 1546, 42577, 51455], "temperature": 0, "avg_logprob": -0.13096516533235533, "compression_ratio": 1.125, "no_speech_prob": 1.6188599072375354e-11}, {"id": 239, "seek": 61680, "start": 616.8, "end": 620.6999999999999, "text": "就是真正有说服力的不是他写了多少行前端", "tokens": [50365, 5620, 6303, 15789, 2412, 8090, 27408, 13486, 1546, 7296, 5000, 5676, 247, 2289, 41492, 8082, 8945, 11957, 107, 50560], "temperature": 0, "avg_logprob": -0.09260248017791134, "compression_ratio": 1.2327272727272727, "no_speech_prob": 1.3532405231109212e-11}, {"id": 240, "seek": 61680, "start": 620.6999999999999, "end": 624.26, "text": "而是交回来的东西是否已经像个产品", "tokens": [50560, 11070, 1541, 28455, 8350, 6912, 1546, 38409, 16220, 1541, 45334, 49161, 12760, 7549, 1369, 100, 30246, 50738], "temperature": 0, "avg_logprob": -0.09260248017791134, "compression_ratio": 1.2327272727272727, "no_speech_prob": 1.3532405231109212e-11}, {"id": 241, "seek": 61680, "start": 624.26, "end": 628.04, "text": "很多人低估了GPT5.6最实际的一项变化", "tokens": [50738, 20778, 4035, 41377, 7384, 108, 2289, 38, 47, 51, 20, 13, 21, 8661, 24726, 8842, 227, 1546, 2257, 10178, 117, 2129, 246, 23756, 50927], "temperature": 0, "avg_logprob": -0.09260248017791134, "compression_ratio": 1.2327272727272727, "no_speech_prob": 1.3532405231109212e-11}, {"id": 242, "seek": 61680, "start": 628.04, "end": 631.0799999999999, "text": "就是设计判断和计算机使用能力", "tokens": [50927, 5620, 7422, 122, 7422, 94, 2437, 97, 4307, 255, 12565, 7422, 94, 19497, 37960, 22982, 9254, 8225, 13486, 51079], "temperature": 0, "avg_logprob": -0.09260248017791134, "compression_ratio": 1.2327272727272727, "no_speech_prob": 1.3532405231109212e-11}, {"id": 243, "seek": 61680, "start": 631.0799999999999, "end": 633.38, "text": "以前的AI很会生成", "tokens": [51079, 44996, 1546, 48698, 4563, 12949, 8244, 11336, 51194], "temperature": 0, "avg_logprob": -0.09260248017791134, "compression_ratio": 1.2327272727272727, "no_speech_prob": 1.3532405231109212e-11}, {"id": 244, "seek": 61680, "start": 633.38, "end": 635.26, "text": "它可以生成代码", "tokens": [51194, 11284, 6723, 8244, 11336, 19105, 23230, 223, 51288], "temperature": 0, "avg_logprob": -0.09260248017791134, "compression_ratio": 1.2327272727272727, "no_speech_prob": 1.3532405231109212e-11}, {"id": 245, "seek": 61680, "start": 635.26, "end": 636.3399999999999, "text": "生成文案", "tokens": [51288, 8244, 11336, 17174, 28899, 51342], "temperature": 0, "avg_logprob": -0.09260248017791134, "compression_ratio": 1.2327272727272727, "no_speech_prob": 1.3532405231109212e-11}, {"id": 246, "seek": 61680, "start": 636.3399999999999, "end": 637.54, "text": "生成HTML", "tokens": [51342, 8244, 11336, 39, 51, 12683, 51402], "temperature": 0, "avg_logprob": -0.09260248017791134, "compression_ratio": 1.2327272727272727, "no_speech_prob": 1.3532405231109212e-11}, {"id": 247, "seek": 61680, "start": 637.54, "end": 638.56, "text": "生成图片", "tokens": [51402, 8244, 11336, 3919, 122, 16668, 51453], "temperature": 0, "avg_logprob": -0.09260248017791134, "compression_ratio": 1.2327272727272727, "no_speech_prob": 1.3532405231109212e-11}, {"id": 248, "seek": 61680, "start": 638.56, "end": 640.9, "text": "但生成不等于交付", "tokens": [51453, 8395, 8244, 11336, 1960, 10187, 37732, 28455, 41469, 51570], "temperature": 0, "avg_logprob": -0.09260248017791134, "compression_ratio": 1.2327272727272727, "no_speech_prob": 1.3532405231109212e-11}, {"id": 249, "seek": 61680, "start": 640.9, "end": 643.92, "text": "它经常只能看见自己写出的文本", "tokens": [51570, 11284, 30276, 11279, 14003, 8225, 4200, 23813, 17645, 5676, 247, 7781, 1546, 17174, 8802, 51721], "temperature": 0, "avg_logprob": -0.09260248017791134, "compression_ratio": 1.2327272727272727, "no_speech_prob": 1.3532405231109212e-11}, {"id": 250, "seek": 64392, "start": 643.92, "end": 647.64, "text": "而看不见网页渲染后是不是挤在一起", "tokens": [50365, 11070, 4200, 1960, 23813, 16469, 239, 10178, 113, 9592, 110, 46568, 13547, 23034, 8501, 97, 3581, 29567, 50551], "temperature": 0, "avg_logprob": -0.08223020113431491, "compression_ratio": 1.174496644295302, "no_speech_prob": 1.2657076775557385e-11}, {"id": 251, "seek": 64392, "start": 647.64, "end": 651.1999999999999, "text": "也看不见按钮在移动端是否点得到", "tokens": [50551, 6404, 4200, 1960, 23813, 26613, 25153, 106, 3581, 8204, 119, 34961, 11957, 107, 1541, 45334, 12579, 5916, 4511, 50729], "temperature": 0, "avg_logprob": -0.08223020113431491, "compression_ratio": 1.174496644295302, "no_speech_prob": 1.2657076775557385e-11}, {"id": 252, "seek": 64392, "start": 651.1999999999999, "end": 652.7199999999999, "text": "也不懂一份PPT", "tokens": [50729, 6404, 1960, 29624, 2257, 36266, 17755, 51, 50805], "temperature": 0, "avg_logprob": -0.08223020113431491, "compression_ratio": 1.174496644295302, "no_speech_prob": 1.2657076775557385e-11}, {"id": 253, "seek": 64392, "start": 652.7199999999999, "end": 654.2199999999999, "text": "虽然信息齐全", "tokens": [50805, 12026, 121, 5823, 17665, 26460, 44628, 238, 11319, 50880], "temperature": 0, "avg_logprob": -0.08223020113431491, "compression_ratio": 1.174496644295302, "no_speech_prob": 1.2657076775557385e-11}, {"id": 254, "seek": 64392, "start": 654.2199999999999, "end": 655.8199999999999, "text": "却根本不能上回", "tokens": [50880, 5322, 112, 31337, 8802, 28590, 5708, 8350, 50960], "temperature": 0, "avg_logprob": -0.08223020113431491, "compression_ratio": 1.174496644295302, "no_speech_prob": 1.2657076775557385e-11}, {"id": 255, "seek": 64392, "start": 655.8199999999999, "end": 658.62, "text": "OpenAI对GPT5.6的描述是", "tokens": [50960, 45569, 48698, 8713, 38, 47, 51, 20, 13, 21, 1546, 11673, 237, 3316, 108, 1541, 51100], "temperature": 0, "avg_logprob": -0.08223020113431491, "compression_ratio": 1.174496644295302, "no_speech_prob": 1.2657076775557385e-11}, {"id": 256, "seek": 64392, "start": 658.62, "end": 660.86, "text": "它的计算机使用能力更强", "tokens": [51100, 45224, 7422, 94, 19497, 37960, 22982, 9254, 8225, 13486, 19002, 5702, 118, 51212], "temperature": 0, "avg_logprob": -0.08223020113431491, "compression_ratio": 1.174496644295302, "no_speech_prob": 1.2657076775557385e-11}, {"id": 257, "seek": 64392, "start": 660.86, "end": 664.88, "text": "能检查并完善已经渲染出来的结果", "tokens": [51212, 8225, 16407, 222, 42623, 3509, 114, 14128, 5234, 226, 49161, 9592, 110, 46568, 44561, 1546, 45641, 9319, 51413], "temperature": 0, "avg_logprob": -0.08223020113431491, "compression_ratio": 1.174496644295302, "no_speech_prob": 1.2657076775557385e-11}, {"id": 258, "seek": 64392, "start": 664.88, "end": 667.74, "text": "而不只是生成底层代码或者内容", "tokens": [51413, 11070, 1960, 36859, 8244, 11336, 22816, 9636, 224, 19105, 23230, 223, 31148, 34742, 25750, 51556], "temperature": 0, "avg_logprob": -0.08223020113431491, "compression_ratio": 1.174496644295302, "no_speech_prob": 1.2657076775557385e-11}, {"id": 259, "seek": 64392, "start": 667.74, "end": 669.4, "text": "这句话非常关键", "tokens": [51556, 5562, 34592, 21596, 14392, 28053, 23049, 106, 51639], "temperature": 0, "avg_logprob": -0.08223020113431491, "compression_ratio": 1.174496644295302, "no_speech_prob": 1.2657076775557385e-11}, {"id": 260, "seek": 64392, "start": 669.4, "end": 671.9399999999999, "text": "它意味着AI开始拥有一条", "tokens": [51639, 11284, 9042, 17268, 20708, 48698, 45213, 6852, 98, 32241, 48837, 51766], "temperature": 0, "avg_logprob": -0.08223020113431491, "compression_ratio": 1.174496644295302, "no_speech_prob": 1.2657076775557385e-11}, {"id": 261, "seek": 67194, "start": 671.94, "end": 675.1800000000001, "text": "从做出来到看一眼到发现问题", "tokens": [50365, 35630, 10907, 44561, 4511, 4200, 2257, 25281, 4511, 28926, 20204, 34069, 50527], "temperature": 0, "avg_logprob": -0.06320837994555493, "compression_ratio": 1.2595419847328244, "no_speech_prob": 1.5925902957514282e-11}, {"id": 262, "seek": 67194, "start": 675.1800000000001, "end": 677.2800000000001, "text": "再到再修的反馈回路", "tokens": [50527, 8623, 4511, 8623, 7792, 106, 1546, 22138, 11748, 230, 8350, 24658, 50632], "temperature": 0, "avg_logprob": -0.06320837994555493, "compression_ratio": 1.2595419847328244, "no_speech_prob": 1.5925902957514282e-11}, {"id": 263, "seek": 67194, "start": 677.2800000000001, "end": 681.22, "text": "这不代表它已经拥有稳定的人类审美", "tokens": [50632, 5562, 1960, 19105, 17571, 11284, 49161, 6852, 98, 2412, 10415, 111, 12088, 29979, 22113, 119, 2415, 94, 9175, 50829], "temperature": 0, "avg_logprob": -0.06320837994555493, "compression_ratio": 1.2595419847328244, "no_speech_prob": 1.5925902957514282e-11}, {"id": 264, "seek": 67194, "start": 681.22, "end": 684.1400000000001, "text": "更不代表每次都能交出好设计", "tokens": [50829, 19002, 1960, 19105, 17571, 23664, 9487, 7182, 8225, 28455, 7781, 2131, 7422, 122, 7422, 94, 50975], "temperature": 0, "avg_logprob": -0.06320837994555493, "compression_ratio": 1.2595419847328244, "no_speech_prob": 1.5925902957514282e-11}, {"id": 265, "seek": 67194, "start": 684.1400000000001, "end": 685.62, "text": "但对于真实工作", "tokens": [50975, 8395, 8713, 37732, 6303, 24726, 41315, 51049], "temperature": 0, "avg_logprob": -0.06320837994555493, "compression_ratio": 1.2595419847328244, "no_speech_prob": 1.5925902957514282e-11}, {"id": 266, "seek": 67194, "start": 685.62, "end": 687.74, "text": "能看见最终呈现", "tokens": [51049, 8225, 4200, 23813, 8661, 10115, 230, 3606, 230, 20204, 51155], "temperature": 0, "avg_logprob": -0.06320837994555493, "compression_ratio": 1.2595419847328244, "no_speech_prob": 1.5925902957514282e-11}, {"id": 267, "seek": 67194, "start": 687.74, "end": 689.96, "text": "往往比会写一段代码更重要", "tokens": [51155, 29510, 29510, 11706, 12949, 5676, 247, 2257, 28427, 19105, 23230, 223, 19002, 24928, 51266], "temperature": 0, "avg_logprob": -0.06320837994555493, "compression_ratio": 1.2595419847328244, "no_speech_prob": 1.5925902957514282e-11}, {"id": 268, "seek": 67194, "start": 689.96, "end": 691.86, "text": "前面的三个交互案例", "tokens": [51266, 8945, 8833, 1546, 10960, 7549, 28455, 1369, 240, 28899, 17797, 51361], "temperature": 0, "avg_logprob": -0.06320837994555493, "compression_ratio": 1.2595419847328244, "no_speech_prob": 1.5925902957514282e-11}, {"id": 269, "seek": 67194, "start": 691.86, "end": 693.72, "text": "比一张漂亮的网页更值得看", "tokens": [51361, 11706, 2257, 44059, 29019, 1546, 16469, 239, 10178, 113, 19002, 40242, 5916, 4200, 51454], "temperature": 0, "avg_logprob": -0.06320837994555493, "compression_ratio": 1.2595419847328244, "no_speech_prob": 1.5925902957514282e-11}, {"id": 270, "seek": 67194, "start": 693.72, "end": 696.6600000000001, "text": "它展示的不是静态网页生成", "tokens": [51454, 11284, 43491, 25696, 1546, 7296, 5363, 247, 3757, 223, 16469, 239, 10178, 113, 8244, 11336, 51601], "temperature": 0, "avg_logprob": -0.06320837994555493, "compression_ratio": 1.2595419847328244, "no_speech_prob": 1.5925902957514282e-11}, {"id": 271, "seek": 69666, "start": 696.66, "end": 700.6999999999999, "text": "而是模型把一个抽象概念做成可以拖", "tokens": [50365, 11070, 1541, 41908, 39823, 16075, 20182, 46022, 45007, 26181, 33679, 10907, 11336, 6723, 6852, 244, 50567], "temperature": 0, "avg_logprob": -0.13716681172528605, "compression_ratio": 1.1037037037037036, "no_speech_prob": 1.6119078294352107e-11}, {"id": 272, "seek": 69666, "start": 700.6999999999999, "end": 703.42, "text": "可以看可以理解的交互解释器", "tokens": [50567, 6723, 4200, 6723, 13876, 17278, 1546, 28455, 1369, 240, 17278, 5873, 232, 34386, 50703], "temperature": 0, "avg_logprob": -0.13716681172528605, "compression_ratio": 1.1037037037037036, "no_speech_prob": 1.6119078294352107e-11}, {"id": 273, "seek": 69666, "start": 703.42, "end": 706.0, "text": "官方还特别强调了知识工作", "tokens": [50703, 31929, 9249, 14852, 17682, 18453, 5702, 118, 8897, 225, 2289, 6498, 5233, 228, 41315, 50832], "temperature": 0, "avg_logprob": -0.13716681172528605, "compression_ratio": 1.1037037037037036, "no_speech_prob": 1.6119078294352107e-11}, {"id": 274, "seek": 69666, "start": 706.0, "end": 707.3, "text": "它能把 Slack", "tokens": [50832, 11284, 8225, 16075, 37211, 50897], "temperature": 0, "avg_logprob": -0.13716681172528605, "compression_ratio": 1.1037037037037036, "no_speech_prob": 1.6119078294352107e-11}, {"id": 275, "seek": 69666, "start": 707.3, "end": 708.12, "text": "Notion", "tokens": [50897, 15208, 313, 50938], "temperature": 0, "avg_logprob": -0.13716681172528605, "compression_ratio": 1.1037037037037036, "no_speech_prob": 1.6119078294352107e-11}, {"id": 276, "seek": 69666, "start": 708.12, "end": 709.62, "text": "Microsoft 365", "tokens": [50938, 48831, 7856, 22046, 51013], "temperature": 0, "avg_logprob": -0.13716681172528605, "compression_ratio": 1.1037037037037036, "no_speech_prob": 1.6119078294352107e-11}, {"id": 277, "seek": 69666, "start": 709.62, "end": 712.98, "text": "Google Drive等工作流中的杂论上下文", "tokens": [51013, 12104, 3127, 15622, 10187, 41315, 27854, 5975, 1546, 4422, 224, 7422, 118, 5708, 4438, 17174, 51181], "temperature": 0, "avg_logprob": -0.13716681172528605, "compression_ratio": 1.1037037037037036, "no_speech_prob": 1.6119078294352107e-11}, {"id": 278, "seek": 69666, "start": 712.98, "end": 715.42, "text": "整理为可以分享的专业成果", "tokens": [51181, 27662, 13876, 13992, 6723, 30855, 1546, 940, 241, 940, 248, 11336, 9319, 51303], "temperature": 0, "avg_logprob": -0.13716681172528605, "compression_ratio": 1.1037037037037036, "no_speech_prob": 1.6119078294352107e-11}, {"id": 279, "seek": 69666, "start": 715.42, "end": 717.0, "text": "在演示文稿", "tokens": [51303, 3581, 31382, 25696, 17174, 10415, 123, 51382], "temperature": 0, "avg_logprob": -0.13716681172528605, "compression_ratio": 1.1037037037037036, "no_speech_prob": 1.6119078294352107e-11}, {"id": 280, "seek": 69666, "start": 717.0, "end": 718.68, "text": "文档和表格上", "tokens": [51382, 17174, 21416, 96, 12565, 17571, 30921, 5708, 51466], "temperature": 0, "avg_logprob": -0.13716681172528605, "compression_ratio": 1.1037037037037036, "no_speech_prob": 1.6119078294352107e-11}, {"id": 281, "seek": 69666, "start": 718.68, "end": 720.74, "text": "它更能遵循参考模板", "tokens": [51466, 11284, 19002, 8225, 3330, 113, 2172, 103, 2129, 224, 26504, 41908, 43664, 51569], "temperature": 0, "avg_logprob": -0.13716681172528605, "compression_ratio": 1.1037037037037036, "no_speech_prob": 1.6119078294352107e-11}, {"id": 282, "seek": 72074, "start": 720.74, "end": 725.3, "text": "理解版式、字句、颜色、模板和重复内容规则", "tokens": [50365, 13876, 17278, 42096, 27584, 1231, 22381, 34592, 1231, 12501, 250, 17673, 1231, 41908, 43664, 12565, 12624, 1787, 235, 34742, 25750, 6758, 226, 2437, 247, 50593], "temperature": 0, "avg_logprob": -0.09439805306886372, "compression_ratio": 1.2006802721088434, "no_speech_prob": 1.5156036148322727e-11}, {"id": 283, "seek": 72074, "start": 725.3, "end": 727.64, "text": "这类对比不如游戏炫酷", "tokens": [50593, 5562, 22113, 119, 8713, 11706, 1960, 8238, 9592, 116, 1486, 237, 4804, 104, 16911, 115, 50710], "temperature": 0, "avg_logprob": -0.09439805306886372, "compression_ratio": 1.2006802721088434, "no_speech_prob": 1.5156036148322727e-11}, {"id": 284, "seek": 72074, "start": 727.64, "end": 729.62, "text": "但更接近日常工作", "tokens": [50710, 8395, 19002, 14468, 17463, 6890, 11279, 41315, 50809], "temperature": 0, "avg_logprob": -0.09439805306886372, "compression_ratio": 1.2006802721088434, "no_speech_prob": 1.5156036148322727e-11}, {"id": 285, "seek": 72074, "start": 729.62, "end": 733.16, "text": "真正花时间的从来不是生成第一版", "tokens": [50809, 6303, 15789, 20127, 44848, 1546, 35630, 6912, 7296, 8244, 11336, 18049, 42096, 50986], "temperature": 0, "avg_logprob": -0.09439805306886372, "compression_ratio": 1.2006802721088434, "no_speech_prob": 1.5156036148322727e-11}, {"id": 286, "seek": 72074, "start": 733.16, "end": 735.6800000000001, "text": "而是让它遵守现有版本", "tokens": [50986, 11070, 1541, 33650, 11284, 3330, 113, 48480, 20204, 2412, 42096, 8802, 51112], "temperature": 0, "avg_logprob": -0.09439805306886372, "compression_ratio": 1.2006802721088434, "no_speech_prob": 1.5156036148322727e-11}, {"id": 287, "seek": 72074, "start": 735.6800000000001, "end": 737.5, "text": "别把关键组件丢掉", "tokens": [51112, 18453, 16075, 28053, 23049, 106, 10115, 226, 20485, 940, 95, 29327, 51203], "temperature": 0, "avg_logprob": -0.09439805306886372, "compression_ratio": 1.2006802721088434, "no_speech_prob": 1.5156036148322727e-11}, {"id": 288, "seek": 72074, "start": 737.5, "end": 739.3, "text": "能直接进入下一轮审核", "tokens": [51203, 8225, 43297, 36700, 14028, 45271, 17819, 106, 2415, 94, 8987, 116, 51293], "temperature": 0, "avg_logprob": -0.09439805306886372, "compression_ratio": 1.2006802721088434, "no_speech_prob": 1.5156036148322727e-11}, {"id": 289, "seek": 72074, "start": 739.3, "end": 740.98, "text": "说点我的体验", "tokens": [51293, 8090, 12579, 14200, 29485, 49657, 234, 51377], "temperature": 0, "avg_logprob": -0.09439805306886372, "compression_ratio": 1.2006802721088434, "no_speech_prob": 1.5156036148322727e-11}, {"id": 290, "seek": 72074, "start": 740.98, "end": 743.42, "text": "我在长期使用Hermes的时候感觉", "tokens": [51377, 40528, 32271, 16786, 22982, 9254, 39, 966, 279, 49873, 9709, 24447, 51499], "temperature": 0, "avg_logprob": -0.09439805306886372, "compression_ratio": 1.2006802721088434, "no_speech_prob": 1.5156036148322727e-11}, {"id": 291, "seek": 72074, "start": 743.42, "end": 744.74, "text": "一个好的智能体", "tokens": [51499, 20182, 20715, 5094, 118, 8225, 29485, 51565], "temperature": 0, "avg_logprob": -0.09439805306886372, "compression_ratio": 1.2006802721088434, "no_speech_prob": 1.5156036148322727e-11}, {"id": 292, "seek": 72074, "start": 744.74, "end": 747.4, "text": "不是AI一键做出神级网页", "tokens": [51565, 7296, 48698, 2257, 23049, 106, 10907, 7781, 20432, 16853, 100, 16469, 239, 10178, 113, 51698], "temperature": 0, "avg_logprob": -0.09439805306886372, "compression_ratio": 1.2006802721088434, "no_speech_prob": 1.5156036148322727e-11}, {"id": 293, "seek": 74740, "start": 747.4, "end": 751.16, "text": "而是一个更成熟更接近生产环境的过程", "tokens": [50365, 11070, 1541, 20182, 19002, 11336, 21805, 253, 19002, 14468, 17463, 8244, 1369, 100, 8051, 107, 47885, 1546, 16866, 29649, 50553], "temperature": 0, "avg_logprob": -0.12558612394868657, "compression_ratio": 1.2949152542372881, "no_speech_prob": 1.8850707453332838e-11}, {"id": 294, "seek": 74740, "start": 751.16, "end": 752.68, "text": "给它一份旧的deck", "tokens": [50553, 23197, 11284, 2257, 36266, 4479, 100, 1546, 1479, 547, 50629], "temperature": 0, "avg_logprob": -0.12558612394868657, "compression_ratio": 1.2949152542372881, "no_speech_prob": 1.8850707453332838e-11}, {"id": 295, "seek": 74740, "start": 752.68, "end": 754.0, "text": "一套品牌规范", "tokens": [50629, 2257, 1881, 245, 30246, 6935, 234, 6758, 226, 27395, 225, 50695], "temperature": 0, "avg_logprob": -0.12558612394868657, "compression_ratio": 1.2949152542372881, "no_speech_prob": 1.8850707453332838e-11}, {"id": 296, "seek": 74740, "start": 754.0, "end": 755.48, "text": "一些散乱的资料", "tokens": [50695, 38515, 7017, 96, 2930, 109, 1546, 5266, 226, 33404, 50769], "temperature": 0, "avg_logprob": -0.12558612394868657, "compression_ratio": 1.2949152542372881, "no_speech_prob": 1.8850707453332838e-11}, {"id": 297, "seek": 74740, "start": 755.48, "end": 757.88, "text": "它先理解哪些不能改", "tokens": [50769, 11284, 10108, 13876, 17278, 17028, 13824, 28590, 34490, 50889], "temperature": 0, "avg_logprob": -0.12558612394868657, "compression_ratio": 1.2949152542372881, "no_speech_prob": 1.8850707453332838e-11}, {"id": 298, "seek": 74740, "start": 757.88, "end": 758.84, "text": "哪些要补", "tokens": [50889, 17028, 13824, 4275, 9890, 98, 50937], "temperature": 0, "avg_logprob": -0.12558612394868657, "compression_ratio": 1.2949152542372881, "no_speech_prob": 1.8850707453332838e-11}, {"id": 299, "seek": 74740, "start": 758.84, "end": 762.0799999999999, "text": "再做出可以继续编辑继续审核的出港", "tokens": [50937, 8623, 10907, 7781, 6723, 10115, 100, 10115, 255, 38109, 244, 9830, 239, 10115, 100, 10115, 255, 2415, 94, 8987, 116, 1546, 7781, 22307, 51099], "temperature": 0, "avg_logprob": -0.12558612394868657, "compression_ratio": 1.2949152542372881, "no_speech_prob": 1.8850707453332838e-11}, {"id": 300, "seek": 74740, "start": 762.0799999999999, "end": 765.56, "text": "最后让人类把时间花在判断方向上", "tokens": [51099, 8661, 13547, 33650, 4035, 22113, 119, 16075, 44848, 20127, 3581, 2437, 97, 4307, 255, 9249, 24282, 5708, 51273], "temperature": 0, "avg_logprob": -0.12558612394868657, "compression_ratio": 1.2949152542372881, "no_speech_prob": 1.8850707453332838e-11}, {"id": 301, "seek": 74740, "start": 765.56, "end": 769.8, "text": "这才是所谓全能数字员工最值得讨论的版本", "tokens": [51273, 5562, 18888, 1541, 5966, 8897, 241, 11319, 8225, 33188, 22381, 3606, 246, 23323, 8661, 40242, 5916, 7422, 101, 7422, 118, 1546, 42096, 8802, 51485], "temperature": 0, "avg_logprob": -0.12558612394868657, "compression_ratio": 1.2949152542372881, "no_speech_prob": 1.8850707453332838e-11}, {"id": 302, "seek": 74740, "start": 769.8, "end": 772.64, "text": "它不是一个会替你按键盘的幽灵", "tokens": [51485, 11284, 7296, 20182, 12949, 9531, 123, 2166, 26613, 23049, 106, 5419, 246, 1546, 3509, 121, 13290, 113, 51627], "temperature": 0, "avg_logprob": -0.12558612394868657, "compression_ratio": 1.2949152542372881, "no_speech_prob": 1.8850707453332838e-11}, {"id": 303, "seek": 74740, "start": 772.64, "end": 775.48, "text": "而是一个能把复杂信息收数成", "tokens": [51627, 11070, 1541, 20182, 8225, 16075, 1787, 235, 4422, 224, 17665, 26460, 18681, 33188, 11336, 51769], "temperature": 0, "avg_logprob": -0.12558612394868657, "compression_ratio": 1.2949152542372881, "no_speech_prob": 1.8850707453332838e-11}, {"id": 304, "seek": 77548, "start": 775.48, "end": 777.48, "text": "可审核产物的协作者", "tokens": [50365, 4429, 2415, 94, 8987, 116, 1369, 100, 23516, 1546, 5322, 237, 11914, 12444, 50465], "temperature": 0, "avg_logprob": -0.12784926532066032, "compression_ratio": 1.075, "no_speech_prob": 1.6197139116047587e-11}, {"id": 305, "seek": 77548, "start": 777.48, "end": 780.6800000000001, "text": "所以你可以更新一下拆GPT的桌面版本", "tokens": [50465, 7239, 42766, 19002, 12560, 8861, 6852, 228, 38, 47, 51, 1546, 162, 5475, 8833, 42096, 8802, 50625], "temperature": 0, "avg_logprob": -0.12784926532066032, "compression_ratio": 1.075, "no_speech_prob": 1.6197139116047587e-11}, {"id": 306, "seek": 77548, "start": 780.6800000000001, "end": 783.88, "text": "GPT 5.6在Workspace和Codex里", "tokens": [50625, 38, 47, 51, 1025, 13, 21, 3581, 28846, 24824, 12565, 34, 1429, 87, 15759, 50785], "temperature": 0, "avg_logprob": -0.12784926532066032, "compression_ratio": 1.075, "no_speech_prob": 1.6197139116047587e-11}, {"id": 307, "seek": 77548, "start": 783.88, "end": 786.6800000000001, "text": "已经开始吞噬Hermes的这些能力", "tokens": [50785, 49161, 45213, 2392, 252, 21250, 105, 39, 966, 279, 1546, 5562, 13824, 8225, 13486, 50925], "temperature": 0, "avg_logprob": -0.12784926532066032, "compression_ratio": 1.075, "no_speech_prob": 1.6197139116047587e-11}, {"id": 308, "seek": 77548, "start": 786.6800000000001, "end": 787.96, "text": "它很强", "tokens": [50925, 11284, 4563, 5702, 118, 50989], "temperature": 0, "avg_logprob": -0.12784926532066032, "compression_ratio": 1.075, "no_speech_prob": 1.6197139116047587e-11}, {"id": 309, "seek": 77548, "start": 787.96, "end": 790.84, "text": "但Hermes仍然有自己的生存空间", "tokens": [50989, 8395, 39, 966, 279, 1550, 235, 5823, 2412, 17645, 1546, 8244, 39781, 23322, 31685, 51133], "temperature": 0, "avg_logprob": -0.12784926532066032, "compression_ratio": 1.075, "no_speech_prob": 1.6197139116047587e-11}, {"id": 310, "seek": 77548, "start": 790.84, "end": 795.28, "text": "而支撑底层这一切的是Programmatic Tool Calling", "tokens": [51133, 11070, 24400, 20559, 239, 22816, 9636, 224, 5562, 2257, 23632, 24620, 12681, 1342, 25915, 15934, 44150, 51355], "temperature": 0, "avg_logprob": -0.12784926532066032, "compression_ratio": 1.075, "no_speech_prob": 1.6197139116047587e-11}, {"id": 311, "seek": 77548, "start": 795.28, "end": 799.64, "text": "官方所说的不是AI把10万号Excel全塞进脑子", "tokens": [51355, 31929, 9249, 5966, 8090, 1546, 7296, 48698, 16075, 3279, 23570, 26987, 11149, 4933, 11319, 13331, 252, 36700, 27067, 239, 7626, 51573], "temperature": 0, "avg_logprob": -0.12784926532066032, "compression_ratio": 1.075, "no_speech_prob": 1.6197139116047587e-11}, {"id": 312, "seek": 77548, "start": 799.64, "end": 803.04, "text": "而是模型可以在Responses API里面写", "tokens": [51573, 11070, 1541, 41908, 39823, 6723, 3581, 49, 13361, 892, 279, 9362, 15759, 8833, 5676, 247, 51743], "temperature": 0, "avg_logprob": -0.12784926532066032, "compression_ratio": 1.075, "no_speech_prob": 1.6197139116047587e-11}, {"id": 313, "seek": 80304, "start": 803.04, "end": 805.5999999999999, "text": "并行内存中的轻量程序", "tokens": [50365, 3509, 114, 8082, 34742, 39781, 5975, 1546, 17819, 119, 26748, 29649, 6346, 237, 50493], "temperature": 0, "avg_logprob": -0.09183219098669337, "compression_ratio": 1.2533333333333334, "no_speech_prob": 1.574658806124951e-11}, {"id": 314, "seek": 80304, "start": 805.5999999999999, "end": 808.8, "text": "协调工具处理海量中间结果", "tokens": [50493, 5322, 237, 8897, 225, 23323, 39806, 1787, 226, 13876, 20078, 26748, 5975, 31685, 45641, 9319, 50653], "temperature": 0, "avg_logprob": -0.09183219098669337, "compression_ratio": 1.2533333333333334, "no_speech_prob": 1.574658806124951e-11}, {"id": 315, "seek": 80304, "start": 808.8, "end": 810.56, "text": "保留真正重要的信息", "tokens": [50653, 24302, 24456, 6303, 15789, 24928, 1546, 17665, 26460, 50741], "temperature": 0, "avg_logprob": -0.09183219098669337, "compression_ratio": 1.2533333333333334, "no_speech_prob": 1.574658806124951e-11}, {"id": 316, "seek": 80304, "start": 810.56, "end": 812.9599999999999, "text": "并在过程中调整下一步", "tokens": [50741, 3509, 114, 3581, 16866, 29649, 5975, 8897, 225, 27662, 45271, 31429, 50861], "temperature": 0, "avg_logprob": -0.09183219098669337, "compression_ratio": 1.2533333333333334, "no_speech_prob": 1.574658806124951e-11}, {"id": 317, "seek": 80304, "start": 812.9599999999999, "end": 815.7199999999999, "text": "少一点把数据来回搬运", "tokens": [50861, 15686, 49042, 16075, 33188, 26075, 106, 6912, 8350, 22220, 105, 3316, 238, 50999], "temperature": 0, "avg_logprob": -0.09183219098669337, "compression_ratio": 1.2533333333333334, "no_speech_prob": 1.574658806124951e-11}, {"id": 318, "seek": 80304, "start": 815.7199999999999, "end": 818.24, "text": "少一点模型与工具的往返", "tokens": [50999, 15686, 49042, 41908, 39823, 940, 236, 23323, 39806, 1546, 29510, 3316, 242, 51125], "temperature": 0, "avg_logprob": -0.09183219098669337, "compression_ratio": 1.2533333333333334, "no_speech_prob": 1.574658806124951e-11}, {"id": 319, "seek": 80304, "start": 818.24, "end": 821.12, "text": "少一点人类盯着每一小步确认", "tokens": [51125, 15686, 49042, 4035, 22113, 119, 5419, 107, 20708, 23664, 2257, 7322, 31429, 38114, 106, 7422, 97, 51269], "temperature": 0, "avg_logprob": -0.09183219098669337, "compression_ratio": 1.2533333333333334, "no_speech_prob": 1.574658806124951e-11}, {"id": 320, "seek": 80304, "start": 821.12, "end": 825.12, "text": "你会发现真正被替代的不是某一个职业名称", "tokens": [51269, 2166, 12949, 28926, 20204, 6303, 15789, 23238, 9531, 123, 19105, 1546, 7296, 17238, 238, 20182, 8171, 234, 940, 248, 15940, 8204, 108, 51469], "temperature": 0, "avg_logprob": -0.09183219098669337, "compression_ratio": 1.2533333333333334, "no_speech_prob": 1.574658806124951e-11}, {"id": 321, "seek": 82512, "start": 825.12, "end": 830.88, "text": "而是大量人类只是充当软件之间搬运工的工作片段", "tokens": [50365, 11070, 1541, 3582, 26748, 4035, 22113, 119, 36859, 2347, 227, 16233, 17819, 107, 20485, 9574, 31685, 22220, 105, 3316, 238, 23323, 1546, 41315, 16668, 28427, 50653], "temperature": 0, "avg_logprob": -0.1397167408105099, "compression_ratio": 1.1950207468879668, "no_speech_prob": 1.521736209264546e-11}, {"id": 322, "seek": 82512, "start": 830.88, "end": 833.52, "text": "这不是用来教任何人攻击系统的图", "tokens": [50653, 5562, 7296, 9254, 6912, 21936, 26443, 11906, 4035, 41530, 6336, 119, 25368, 10115, 253, 1546, 3919, 122, 50785], "temperature": 0, "avg_logprob": -0.1397167408105099, "compression_ratio": 1.1950207468879668, "no_speech_prob": 1.521736209264546e-11}, {"id": 323, "seek": 82512, "start": 833.52, "end": 834.64, "text": "它说明的是", "tokens": [50785, 11284, 8090, 11100, 24620, 50841], "temperature": 0, "avg_logprob": -0.1397167408105099, "compression_ratio": 1.1950207468879668, "no_speech_prob": 1.521736209264546e-11}, {"id": 324, "seek": 82512, "start": 834.64, "end": 840.48, "text": "模型已经更能理解从脆弱代码到可执行利用之间的复杂链条", "tokens": [50841, 41908, 39823, 49161, 19002, 8225, 13876, 17278, 35630, 27067, 228, 5702, 109, 19105, 23230, 223, 4511, 4429, 3416, 100, 8082, 23700, 9254, 9574, 31685, 1546, 1787, 235, 4422, 224, 165, 241, 122, 48837, 51133], "temperature": 0, "avg_logprob": -0.1397167408105099, "compression_ratio": 1.1950207468879668, "no_speech_prob": 1.521736209264546e-11}, {"id": 325, "seek": 82512, "start": 840.48, "end": 842.16, "text": "所以官方同时强调", "tokens": [51133, 7239, 31929, 9249, 13089, 15729, 5702, 118, 8897, 225, 51217], "temperature": 0, "avg_logprob": -0.1397167408105099, "compression_ratio": 1.1950207468879668, "no_speech_prob": 1.521736209264546e-11}, {"id": 326, "seek": 82512, "start": 842.16, "end": 843.6, "text": "它的防御性价值", "tokens": [51217, 45224, 35863, 2172, 94, 21686, 1550, 115, 40242, 51289], "temperature": 0, "avg_logprob": -0.1397167408105099, "compression_ratio": 1.1950207468879668, "no_speech_prob": 1.521736209264546e-11}, {"id": 327, "seek": 82512, "start": 843.6, "end": 847.36, "text": "也就是审计修复威胁节目蓝队", "tokens": [51289, 6404, 5620, 2415, 94, 7422, 94, 7792, 106, 1787, 235, 19976, 223, 164, 17486, 45161, 11386, 164, 26152, 10034, 253, 51477], "temperature": 0, "avg_logprob": -0.1397167408105099, "compression_ratio": 1.1950207468879668, "no_speech_prob": 1.521736209264546e-11}, {"id": 328, "seek": 84736, "start": 847.36, "end": 850.96, "text": "也必须伴随更严格的访问与监控", "tokens": [50365, 6404, 28531, 10178, 119, 7384, 112, 10673, 237, 19002, 940, 98, 30921, 1546, 7422, 123, 22064, 940, 236, 5419, 239, 48707, 50545], "temperature": 0, "avg_logprob": -0.10183454442907262, "compression_ratio": 1.1559633027522935, "no_speech_prob": 1.515935467433227e-11}, {"id": 329, "seek": 84736, "start": 850.96, "end": 854.88, "text": "同一件事在网络安全和生命科学上同时出现", "tokens": [50545, 13089, 2257, 20485, 6973, 3581, 16469, 239, 10115, 250, 45466, 12565, 8244, 25236, 42091, 29618, 5708, 13089, 15729, 7781, 20204, 50741], "temperature": 0, "avg_logprob": -0.10183454442907262, "compression_ratio": 1.1559633027522935, "no_speech_prob": 1.515935467433227e-11}, {"id": 330, "seek": 84736, "start": 854.88, "end": 857.76, "text": "AI不再只会写一段看聪明的回答", "tokens": [50741, 48698, 1960, 8623, 14003, 12949, 5676, 247, 2257, 28427, 4200, 8171, 103, 11100, 1546, 8350, 28223, 50885], "temperature": 0, "avg_logprob": -0.10183454442907262, "compression_ratio": 1.1559633027522935, "no_speech_prob": 1.515935467433227e-11}, {"id": 331, "seek": 84736, "start": 857.76, "end": 862.24, "text": "它开始参与更长更专业更需要验证的过程", "tokens": [50885, 11284, 45213, 2129, 224, 940, 236, 19002, 32271, 19002, 940, 241, 940, 248, 19002, 35748, 49657, 234, 5233, 223, 1546, 16866, 29649, 51109], "temperature": 0, "avg_logprob": -0.10183454442907262, "compression_ratio": 1.1559633027522935, "no_speech_prob": 1.515935467433227e-11}, {"id": 332, "seek": 84736, "start": 862.24, "end": 864.08, "text": "能力越靠近现实世界", "tokens": [51109, 8225, 13486, 25761, 5363, 254, 17463, 20204, 24726, 24486, 51201], "temperature": 0, "avg_logprob": -0.10183454442907262, "compression_ratio": 1.1559633027522935, "no_speech_prob": 1.515935467433227e-11}, {"id": 333, "seek": 84736, "start": 864.08, "end": 868.96, "text": "安全验证和责任就越不能被当成片尾小字", "tokens": [51201, 45466, 49657, 234, 5233, 223, 12565, 18464, 96, 26443, 3111, 25761, 28590, 23238, 16233, 11336, 16668, 1530, 122, 7322, 22381, 51445], "temperature": 0, "avg_logprob": -0.10183454442907262, "compression_ratio": 1.1559633027522935, "no_speech_prob": 1.515935467433227e-11}, {"id": 334, "seek": 84736, "start": 868.96, "end": 872.64, "text": "OPEN也明确写了它对可信访问的限制", "tokens": [51445, 12059, 2195, 6404, 11100, 38114, 106, 5676, 247, 2289, 11284, 8713, 4429, 17665, 7422, 123, 22064, 1546, 43446, 25491, 51629], "temperature": 0, "avg_logprob": -0.10183454442907262, "compression_ratio": 1.1559633027522935, "no_speech_prob": 1.515935467433227e-11}, {"id": 335, "seek": 84736, "start": 872.64, "end": 877.04, "text": "个人需要在9月1日前启用Advanced Account Security", "tokens": [51629, 7549, 4035, 35748, 3581, 24, 6939, 16, 6890, 8945, 2392, 107, 9254, 15830, 85, 4864, 24558, 11164, 51849], "temperature": 0, "avg_logprob": -0.10183454442907262, "compression_ratio": 1.1559633027522935, "no_speech_prob": 1.515935467433227e-11}, {"id": 336, "seek": 87704, "start": 877.04, "end": 880.88, "text": "才能保留最高Cyber Capable模型访问权", "tokens": [50365, 18888, 8225, 24302, 24456, 8661, 12979, 34, 88, 607, 8363, 712, 41908, 39823, 7422, 123, 22064, 4422, 225, 50557], "temperature": 0, "avg_logprob": -0.13851542617335463, "compression_ratio": 1.181547619047619, "no_speech_prob": 1.457776954705281e-11}, {"id": 337, "seek": 87704, "start": 880.88, "end": 884.24, "text": "组织需要申请Trusted Excise for Cyber", "tokens": [50557, 10115, 226, 10115, 229, 35748, 3526, 111, 27908, 14252, 6589, 9368, 908, 337, 22935, 50725], "temperature": 0, "avg_logprob": -0.13851542617335463, "compression_ratio": 1.181547619047619, "no_speech_prob": 1.457776954705281e-11}, {"id": 338, "seek": 87704, "start": 884.24, "end": 889.52, "text": "同时会在高风险实体与高风险辖区做额外限制", "tokens": [50725, 13089, 15729, 12949, 3581, 12979, 47209, 8842, 102, 24726, 29485, 940, 236, 12979, 47209, 8842, 102, 9830, 244, 9937, 118, 10907, 12501, 251, 12022, 43446, 25491, 50989], "temperature": 0, "avg_logprob": -0.13851542617335463, "compression_ratio": 1.181547619047619, "no_speech_prob": 1.457776954705281e-11}, {"id": 339, "seek": 87704, "start": 889.52, "end": 892.0, "text": "所以对于被限制的地区的用户", "tokens": [50989, 7239, 8713, 37732, 23238, 43446, 25491, 1546, 10928, 9937, 118, 1546, 9254, 1486, 115, 51113], "temperature": 0, "avg_logprob": -0.13851542617335463, "compression_ratio": 1.181547619047619, "no_speech_prob": 1.457776954705281e-11}, {"id": 340, "seek": 87704, "start": 892.0, "end": 892.9599999999999, "text": "我的建议是", "tokens": [51113, 14200, 34157, 7422, 106, 1541, 51161], "temperature": 0, "avg_logprob": -0.13851542617335463, "compression_ratio": 1.181547619047619, "no_speech_prob": 1.457776954705281e-11}, {"id": 341, "seek": 87704, "start": 892.9599999999999, "end": 895.5999999999999, "text": "还是把核心业务放在开源模型上", "tokens": [51161, 45726, 16075, 8987, 116, 7945, 940, 248, 5087, 94, 12744, 3581, 18937, 47402, 41908, 39823, 5708, 51293], "temperature": 0, "avg_logprob": -0.13851542617335463, "compression_ratio": 1.181547619047619, "no_speech_prob": 1.457776954705281e-11}, {"id": 342, "seek": 87704, "start": 895.5999999999999, "end": 899.76, "text": "没有必要对目前的头部B用AI公司心存幻想", "tokens": [51293, 17944, 28531, 4275, 8713, 39004, 1546, 39862, 13470, 33, 9254, 48698, 13545, 32981, 7945, 39781, 3509, 119, 7093, 51501], "temperature": 0, "avg_logprob": -0.13851542617335463, "compression_ratio": 1.181547619047619, "no_speech_prob": 1.457776954705281e-11}, {"id": 343, "seek": 87704, "start": 899.76, "end": 900.4399999999999, "text": "当然", "tokens": [51501, 40486, 51535], "temperature": 0, "avg_logprob": -0.13851542617335463, "compression_ratio": 1.181547619047619, "no_speech_prob": 1.457776954705281e-11}, {"id": 344, "seek": 87704, "start": 900.4399999999999, "end": 903.52, "text": "模型发布当天最有意思的从来不是", "tokens": [51535, 41908, 39823, 28926, 34688, 16233, 6135, 8661, 2412, 16697, 1546, 35630, 6912, 7296, 51689], "temperature": 0, "avg_logprob": -0.13851542617335463, "compression_ratio": 1.181547619047619, "no_speech_prob": 1.457776954705281e-11}, {"id": 345, "seek": 87704, "start": 903.52, "end": 904.88, "text": "厂商自己怎么说", "tokens": [51689, 5014, 224, 45581, 17645, 15282, 8090, 51757], "temperature": 0, "avg_logprob": -0.13851542617335463, "compression_ratio": 1.181547619047619, "no_speech_prob": 1.457776954705281e-11}, {"id": 346, "seek": 87704, "start": 904.88, "end": 907.0, "text": "而是第一批重度用户", "tokens": [51757, 11070, 1541, 18049, 3416, 117, 12624, 13127, 9254, 1486, 115, 51863], "temperature": 0, "avg_logprob": -0.13851542617335463, "compression_ratio": 1.181547619047619, "no_speech_prob": 1.457776954705281e-11}, {"id": 347, "seek": 90700, "start": 907.0, "end": 909.8, "text": "把它扔进真实任务之后发生了什么", "tokens": [50365, 42061, 3416, 242, 36700, 6303, 24726, 26443, 5087, 94, 9574, 13547, 28926, 8244, 2289, 10440, 50505], "temperature": 0, "avg_logprob": -0.1433656096458435, "compression_ratio": 1.1951219512195121, "no_speech_prob": 1.5456634236410416e-11}, {"id": 348, "seek": 90700, "start": 909.8, "end": 911.72, "text": "有一种声音是惊艳", "tokens": [50505, 32241, 39810, 32045, 18034, 1541, 4799, 232, 12531, 111, 50601], "temperature": 0, "avg_logprob": -0.1433656096458435, "compression_ratio": 1.1951219512195121, "no_speech_prob": 1.5456634236410416e-11}, {"id": 349, "seek": 90700, "start": 911.72, "end": 913.88, "text": "Matt Schumer分享过一个案例", "tokens": [50601, 23483, 2065, 15583, 30855, 16866, 20182, 28899, 17797, 50709], "temperature": 0, "avg_logprob": -0.1433656096458435, "compression_ratio": 1.1951219512195121, "no_speech_prob": 1.5456634236410416e-11}, {"id": 350, "seek": 90700, "start": 913.88, "end": 918.28, "text": "GPT 5.6SO一次性完成了一个体速化迈哈顿项目", "tokens": [50709, 38, 47, 51, 1025, 13, 21, 17188, 27505, 21686, 41509, 2289, 20182, 29485, 31217, 23756, 3316, 230, 10595, 10178, 123, 10178, 117, 11386, 50929], "temperature": 0, "avg_logprob": -0.1433656096458435, "compression_ratio": 1.1951219512195121, "no_speech_prob": 1.5456634236410416e-11}, {"id": 351, "seek": 90700, "start": 918.28, "end": 919.32, "text": "按他的描述", "tokens": [50929, 26613, 31309, 11673, 237, 3316, 108, 50981], "temperature": 0, "avg_logprob": -0.1433656096458435, "compression_ratio": 1.1951219512195121, "no_speech_prob": 1.5456634236410416e-11}, {"id": 352, "seek": 90700, "start": 919.32, "end": 920.76, "text": "模型未完成任务", "tokens": [50981, 41908, 39823, 29954, 41509, 26443, 5087, 94, 51053], "temperature": 0, "avg_logprob": -0.1433656096458435, "compression_ratio": 1.1951219512195121, "no_speech_prob": 1.5456634236410416e-11}, {"id": 353, "seek": 90700, "start": 920.76, "end": 922.68, "text": "自己运行了接近一周", "tokens": [51053, 17645, 3316, 238, 46606, 14468, 17463, 2257, 37390, 51149], "temperature": 0, "avg_logprob": -0.1433656096458435, "compression_ratio": 1.1951219512195121, "no_speech_prob": 1.5456634236410416e-11}, {"id": 354, "seek": 90700, "start": 922.68, "end": 925.0, "text": "你可以把它看成是一个极端案例", "tokens": [51149, 42766, 42061, 4200, 11336, 1541, 20182, 7360, 223, 11957, 107, 28899, 17797, 51265], "temperature": 0, "avg_logprob": -0.1433656096458435, "compression_ratio": 1.1951219512195121, "no_speech_prob": 1.5456634236410416e-11}, {"id": 355, "seek": 90700, "start": 925.0, "end": 928.12, "text": "不要把单个展示当成普遍结论", "tokens": [51265, 11962, 16075, 47446, 7549, 43491, 25696, 16233, 11336, 29993, 3330, 235, 45641, 7422, 118, 51421], "temperature": 0, "avg_logprob": -0.1433656096458435, "compression_ratio": 1.1951219512195121, "no_speech_prob": 1.5456634236410416e-11}, {"id": 356, "seek": 90700, "start": 928.12, "end": 929.72, "text": "但是他足够说明", "tokens": [51421, 11189, 5000, 37236, 1787, 253, 8090, 11100, 51501], "temperature": 0, "avg_logprob": -0.1433656096458435, "compression_ratio": 1.1951219512195121, "no_speech_prob": 1.5456634236410416e-11}, {"id": 357, "seek": 90700, "start": 929.72, "end": 932.2, "text": "长周期持续执行的agent", "tokens": [51501, 32271, 37390, 16786, 17694, 10115, 255, 3416, 100, 8082, 1546, 559, 317, 51625], "temperature": 0, "avg_logprob": -0.1433656096458435, "compression_ratio": 1.1951219512195121, "no_speech_prob": 1.5456634236410416e-11}, {"id": 358, "seek": 90700, "start": 932.2, "end": 934.84, "text": "已经不只是实验室里的概念了", "tokens": [51625, 49161, 1960, 36859, 24726, 49657, 234, 2415, 97, 15759, 1546, 26181, 33679, 2289, 51757], "temperature": 0, "avg_logprob": -0.1433656096458435, "compression_ratio": 1.1951219512195121, "no_speech_prob": 1.5456634236410416e-11}, {"id": 359, "seek": 93484, "start": 934.84, "end": 936.84, "text": "第二种声音是泼冷水", "tokens": [50365, 19693, 39810, 32045, 18034, 1541, 6847, 120, 32499, 15590, 50465], "temperature": 0, "avg_logprob": -0.2076292391176577, "compression_ratio": 0.9166666666666666, "no_speech_prob": 1.8630087056381583e-11}, {"id": 360, "seek": 93484, "start": 936.84, "end": 938.6800000000001, "text": "而且这种声音非常重要", "tokens": [50465, 22942, 5562, 39810, 32045, 18034, 14392, 24928, 50557], "temperature": 0, "avg_logprob": -0.2076292391176577, "compression_ratio": 0.9166666666666666, "no_speech_prob": 1.8630087056381583e-11}, {"id": 361, "seek": 93484, "start": 938.6800000000001, "end": 939.5600000000001, "text": "开发者", "tokens": [50557, 18937, 28926, 12444, 50601], "temperature": 0, "avg_logprob": -0.2076292391176577, "compression_ratio": 0.9166666666666666, "no_speech_prob": 1.8630087056381583e-11}, {"id": 362, "seek": 93956, "start": 939.56, "end": 942.3599999999999, "text": "Addit也在测试AI数据看板后直言", "tokens": [50365, 15830, 17975, 6404, 3581, 11038, 233, 5233, 243, 48698, 33188, 26075, 106, 4200, 43664, 13547, 16186, 12009, 50505], "temperature": 0, "avg_logprob": -0.1450060620720004, "compression_ratio": 1.24496644295302, "no_speech_prob": 1.9824659275302636e-11}, {"id": 363, "seek": 93956, "start": 942.3599999999999, "end": 945.4, "text": "UI仍然有浓厚的AI生成感", "tokens": [50505, 46324, 1550, 235, 5823, 2412, 11038, 241, 5014, 248, 1546, 48698, 8244, 11336, 9709, 50657], "temperature": 0, "avg_logprob": -0.1450060620720004, "compression_ratio": 1.24496644295302, "no_speech_prob": 1.9824659275302636e-11}, {"id": 364, "seek": 93956, "start": 945.4, "end": 947.4, "text": "没有看到巨大改善", "tokens": [50657, 17944, 18032, 5238, 101, 3582, 34490, 5234, 226, 50757], "temperature": 0, "avg_logprob": -0.1450060620720004, "compression_ratio": 1.24496644295302, "no_speech_prob": 1.9824659275302636e-11}, {"id": 365, "seek": 93956, "start": 947.4, "end": 948.68, "text": "这正好提醒我们", "tokens": [50757, 5562, 15789, 2131, 20949, 40796, 15003, 50821], "temperature": 0, "avg_logprob": -0.1450060620720004, "compression_ratio": 1.24496644295302, "no_speech_prob": 1.9824659275302636e-11}, {"id": 366, "seek": 93956, "start": 948.68, "end": 951.88, "text": "设计能力的提升不等于审美问题", "tokens": [50821, 7422, 122, 7422, 94, 8225, 13486, 1546, 20949, 41670, 1960, 10187, 37732, 2415, 94, 9175, 34069, 50981], "temperature": 0, "avg_logprob": -0.1450060620720004, "compression_ratio": 1.24496644295302, "no_speech_prob": 1.9824659275302636e-11}, {"id": 367, "seek": 93956, "start": 951.88, "end": 953.4, "text": "已经被彻底解决", "tokens": [50981, 49161, 23238, 7391, 119, 22816, 17278, 5676, 111, 51057], "temperature": 0, "avg_logprob": -0.1450060620720004, "compression_ratio": 1.24496644295302, "no_speech_prob": 1.9824659275302636e-11}, {"id": 368, "seek": 93956, "start": 953.4, "end": 955.16, "text": "能做出一个能跑的界面", "tokens": [51057, 8225, 10907, 7781, 20182, 8225, 32585, 1546, 21185, 8833, 51145], "temperature": 0, "avg_logprob": -0.1450060620720004, "compression_ratio": 1.24496644295302, "no_speech_prob": 1.9824659275302636e-11}, {"id": 369, "seek": 93956, "start": 955.16, "end": 957.9599999999999, "text": "和能做出一个让用户愿意停留", "tokens": [51145, 12565, 8225, 10907, 7781, 20182, 33650, 9254, 1486, 115, 4820, 123, 9042, 36135, 24456, 51285], "temperature": 0, "avg_logprob": -0.1450060620720004, "compression_ratio": 1.24496644295302, "no_speech_prob": 1.9824659275302636e-11}, {"id": 370, "seek": 93956, "start": 957.9599999999999, "end": 959.7199999999999, "text": "让品牌愿意签字的界面", "tokens": [51285, 33650, 30246, 6935, 234, 4820, 123, 9042, 7973, 122, 22381, 1546, 21185, 8833, 51373], "temperature": 0, "avg_logprob": -0.1450060620720004, "compression_ratio": 1.24496644295302, "no_speech_prob": 1.9824659275302636e-11}, {"id": 371, "seek": 93956, "start": 959.7199999999999, "end": 963.8, "text": "中间仍然隔着品位上下文和业务判断", "tokens": [51373, 5975, 31685, 1550, 235, 5823, 165, 1206, 20708, 30246, 11160, 5708, 4438, 17174, 12565, 940, 248, 5087, 94, 2437, 97, 4307, 255, 51577], "temperature": 0, "avg_logprob": -0.1450060620720004, "compression_ratio": 1.24496644295302, "no_speech_prob": 1.9824659275302636e-11}, {"id": 372, "seek": 93956, "start": 963.8, "end": 966.5999999999999, "text": "第三种声音可能是我最喜欢的一条", "tokens": [51577, 35878, 39810, 32045, 18034, 16657, 42614, 8661, 41606, 1546, 2257, 48837, 51717], "temperature": 0, "avg_logprob": -0.1450060620720004, "compression_ratio": 1.24496644295302, "no_speech_prob": 1.9824659275302636e-11}, {"id": 373, "seek": 96660, "start": 966.6, "end": 969.8000000000001, "text": "工程师Mark Miller分享GPT5.6Soul", "tokens": [50365, 23323, 29649, 29186, 15168, 16932, 30855, 38, 47, 51, 20, 13, 21, 50, 3298, 50525], "temperature": 0, "avg_logprob": -0.120773509809166, "compression_ratio": 1.1461794019933556, "no_speech_prob": 1.4567482636840268e-11}, {"id": 374, "seek": 96660, "start": 969.8000000000001, "end": 972.52, "text": "用一次调用重构了整个代码库", "tokens": [50525, 9254, 27505, 8897, 225, 9254, 12624, 7360, 226, 2289, 27662, 7549, 19105, 23230, 223, 6346, 241, 50661], "temperature": 0, "avg_logprob": -0.120773509809166, "compression_ratio": 1.1461794019933556, "no_speech_prob": 1.4567482636840268e-11}, {"id": 375, "seek": 96660, "start": 972.52, "end": 975.32, "text": "也就是50,235次调用", "tokens": [50661, 6404, 5620, 2803, 11, 17, 8794, 9487, 8897, 225, 9254, 50801], "temperature": 0, "avg_logprob": -0.120773509809166, "compression_ratio": 1.1461794019933556, "no_speech_prob": 1.4567482636840268e-11}, {"id": 376, "seek": 96660, "start": 975.32, "end": 976.44, "text": "15个小时", "tokens": [50801, 5211, 7549, 7322, 15729, 50857], "temperature": 0, "avg_logprob": -0.120773509809166, "compression_ratio": 1.1461794019933556, "no_speech_prob": 1.4567482636840268e-11}, {"id": 377, "seek": 96660, "start": 976.44, "end": 977.48, "text": "60亿Token", "tokens": [50857, 4550, 1369, 123, 51, 8406, 50909], "temperature": 0, "avg_logprob": -0.120773509809166, "compression_ratio": 1.1461794019933556, "no_speech_prob": 1.4567482636840268e-11}, {"id": 378, "seek": 96660, "start": 977.48, "end": 979.08, "text": "100万行新代码", "tokens": [50909, 6879, 23570, 8082, 12560, 19105, 23230, 223, 50989], "temperature": 0, "avg_logprob": -0.120773509809166, "compression_ratio": 1.1461794019933556, "no_speech_prob": 1.4567482636840268e-11}, {"id": 379, "seek": 96660, "start": 979.08, "end": 980.6, "text": "1500个新文件", "tokens": [50989, 5211, 628, 7549, 12560, 17174, 20485, 51065], "temperature": 0, "avg_logprob": -0.120773509809166, "compression_ratio": 1.1461794019933556, "no_speech_prob": 1.4567482636840268e-11}, {"id": 380, "seek": 96660, "start": 980.6, "end": 982.16, "text": "然后他写了一句", "tokens": [51065, 26636, 5000, 5676, 247, 2289, 2257, 34592, 51143], "temperature": 0, "avg_logprob": -0.120773509809166, "compression_ratio": 1.1461794019933556, "no_speech_prob": 1.4567482636840268e-11}, {"id": 381, "seek": 96660, "start": 982.16, "end": 984.48, "text": "大意是没有一处真的能跑", "tokens": [51143, 3582, 9042, 1541, 17944, 2257, 1787, 226, 8034, 8225, 32585, 51259], "temperature": 0, "avg_logprob": -0.120773509809166, "compression_ratio": 1.1461794019933556, "no_speech_prob": 1.4567482636840268e-11}, {"id": 382, "seek": 96660, "start": 984.48, "end": 985.64, "text": "但确实壮观", "tokens": [51259, 8395, 38114, 106, 24726, 12829, 106, 42350, 51317], "temperature": 0, "avg_logprob": -0.120773509809166, "compression_ratio": 1.1461794019933556, "no_speech_prob": 1.4567482636840268e-11}, {"id": 383, "seek": 96660, "start": 985.64, "end": 988.24, "text": "这就是今天agent的真实状态", "tokens": [51317, 5562, 5620, 12074, 559, 317, 1546, 6303, 24726, 35276, 114, 3757, 223, 51447], "temperature": 0, "avg_logprob": -0.120773509809166, "compression_ratio": 1.1461794019933556, "no_speech_prob": 1.4567482636840268e-11}, {"id": 384, "seek": 96660, "start": 988.24, "end": 992.36, "text": "他们能把产出量推到人类难以想象的高度", "tokens": [51447, 47911, 8225, 16075, 1369, 100, 7781, 26748, 33597, 4511, 4035, 22113, 119, 46531, 3588, 7093, 45007, 1546, 12979, 13127, 51653], "temperature": 0, "avg_logprob": -0.120773509809166, "compression_ratio": 1.1461794019933556, "no_speech_prob": 1.4567482636840268e-11}, {"id": 385, "seek": 96660, "start": 992.36, "end": 995.2, "text": "但是产出量不等于可靠性", "tokens": [51653, 11189, 1369, 100, 7781, 26748, 1960, 10187, 37732, 4429, 5363, 254, 21686, 51795], "temperature": 0, "avg_logprob": -0.120773509809166, "compression_ratio": 1.1461794019933556, "no_speech_prob": 1.4567482636840268e-11}, {"id": 386, "seek": 99520, "start": 995.2, "end": 998.32, "text": "自主运行时间不等于对目标的理解", "tokens": [50365, 9722, 13557, 3316, 238, 8082, 44848, 1960, 10187, 37732, 8713, 11386, 162, 3921, 1546, 13876, 17278, 50521], "temperature": 0, "avg_logprob": -0.08480129362661627, "compression_ratio": 1.2253521126760563, "no_speech_prob": 1.4913154045004262e-11}, {"id": 387, "seek": 99520, "start": 998.32, "end": 1001.36, "text": "看起来完整也不等于可以上线", "tokens": [50521, 4200, 9147, 6912, 14128, 27662, 6404, 1960, 10187, 37732, 6723, 5708, 16853, 123, 50673], "temperature": 0, "avg_logprob": -0.08480129362661627, "compression_ratio": 1.2253521126760563, "no_speech_prob": 1.4913154045004262e-11}, {"id": 388, "seek": 99520, "start": 1001.36, "end": 1003.96, "text": "所以不要把GPT5.6神化", "tokens": [50673, 7239, 11962, 16075, 38, 47, 51, 20, 13, 21, 20432, 23756, 50803], "temperature": 0, "avg_logprob": -0.08480129362661627, "compression_ratio": 1.2253521126760563, "no_speech_prob": 1.4913154045004262e-11}, {"id": 389, "seek": 99520, "start": 1003.96, "end": 1007.36, "text": "真正专业的使用方式不是让它无限跑", "tokens": [50803, 6303, 15789, 940, 241, 940, 248, 1546, 22982, 9254, 9249, 27584, 7296, 33650, 11284, 31364, 43446, 32585, 50973], "temperature": 0, "avg_logprob": -0.08480129362661627, "compression_ratio": 1.2253521126760563, "no_speech_prob": 1.4913154045004262e-11}, {"id": 390, "seek": 99520, "start": 1007.36, "end": 1009.12, "text": "而是给它明确目标", "tokens": [50973, 11070, 1541, 23197, 11284, 11100, 38114, 106, 11386, 162, 3921, 51061], "temperature": 0, "avg_logprob": -0.08480129362661627, "compression_ratio": 1.2253521126760563, "no_speech_prob": 1.4913154045004262e-11}, {"id": 391, "seek": 99520, "start": 1009.12, "end": 1010.8000000000001, "text": "拆分可验证阶段", "tokens": [51061, 6852, 228, 6627, 4429, 49657, 234, 5233, 223, 10034, 114, 28427, 51145], "temperature": 0, "avg_logprob": -0.08480129362661627, "compression_ratio": 1.2253521126760563, "no_speech_prob": 1.4913154045004262e-11}, {"id": 392, "seek": 99520, "start": 1010.8000000000001, "end": 1012.6, "text": "设定验收标准", "tokens": [51145, 7422, 122, 12088, 49657, 234, 18681, 162, 3921, 6336, 228, 51235], "temperature": 0, "avg_logprob": -0.08480129362661627, "compression_ratio": 1.2253521126760563, "no_speech_prob": 1.4913154045004262e-11}, {"id": 393, "seek": 99520, "start": 1012.6, "end": 1016.24, "text": "并在关键节点保留人的判断和责任", "tokens": [51235, 3509, 114, 3581, 28053, 23049, 106, 45161, 12579, 24302, 24456, 4035, 1546, 2437, 97, 4307, 255, 12565, 18464, 96, 26443, 51417], "temperature": 0, "avg_logprob": -0.08480129362661627, "compression_ratio": 1.2253521126760563, "no_speech_prob": 1.4913154045004262e-11}, {"id": 394, "seek": 99520, "start": 1016.24, "end": 1018.8000000000001, "text": "这张价格表你可以仔细去看看", "tokens": [51417, 5562, 44059, 1550, 115, 30921, 17571, 42766, 49385, 10115, 228, 6734, 22884, 51545], "temperature": 0, "avg_logprob": -0.08480129362661627, "compression_ratio": 1.2253521126760563, "no_speech_prob": 1.4913154045004262e-11}, {"id": 395, "seek": 99520, "start": 1018.8000000000001, "end": 1022.2, "text": "它实际上是整场发布的商业答案", "tokens": [51545, 11284, 24726, 8842, 227, 5708, 1541, 27662, 50255, 28926, 34688, 1546, 45581, 940, 248, 28223, 28899, 51715], "temperature": 0, "avg_logprob": -0.08480129362661627, "compression_ratio": 1.2253521126760563, "no_speech_prob": 1.4913154045004262e-11}, {"id": 396, "seek": 102220, "start": 1022.2, "end": 1024.3600000000001, "text": "SO负责最难的角色", "tokens": [50365, 17188, 18464, 253, 18464, 96, 8661, 46531, 1546, 29389, 17673, 50473], "temperature": 0, "avg_logprob": -0.18472291855585007, "compression_ratio": 1.1295336787564767, "no_speech_prob": 1.707794149152786e-11}, {"id": 397, "seek": 102220, "start": 1024.3600000000001, "end": 1025.32, "text": "Terra负责平衡", "tokens": [50473, 43352, 424, 18464, 253, 18464, 96, 16716, 9890, 94, 50521], "temperature": 0, "avg_logprob": -0.18472291855585007, "compression_ratio": 1.1295336787564767, "no_speech_prob": 1.707794149152786e-11}, {"id": 398, "seek": 102220, "start": 1025.32, "end": 1027.4, "text": "Nura负责规模化", "tokens": [50521, 45, 2991, 18464, 253, 18464, 96, 6758, 226, 41908, 23756, 50625], "temperature": 0, "avg_logprob": -0.18472291855585007, "compression_ratio": 1.1295336787564767, "no_speech_prob": 1.707794149152786e-11}, {"id": 399, "seek": 102220, "start": 1027.4, "end": 1029.0800000000002, "text": "缓存和工具调用", "tokens": [50625, 38109, 241, 39781, 12565, 23323, 39806, 8897, 225, 9254, 50709], "temperature": 0, "avg_logprob": -0.18472291855585007, "compression_ratio": 1.1295336787564767, "no_speech_prob": 1.707794149152786e-11}, {"id": 400, "seek": 102220, "start": 1029.0800000000002, "end": 1030.96, "text": "再把反复工作压低", "tokens": [50709, 8623, 16075, 22138, 1787, 235, 41315, 5014, 233, 41377, 50803], "temperature": 0, "avg_logprob": -0.18472291855585007, "compression_ratio": 1.1295336787564767, "no_speech_prob": 1.707794149152786e-11}, {"id": 401, "seek": 102220, "start": 1030.96, "end": 1032.76, "text": "未来真正跑起来的", "tokens": [50803, 29954, 6912, 6303, 15789, 32585, 9147, 6912, 1546, 50893], "temperature": 0, "avg_logprob": -0.18472291855585007, "compression_ratio": 1.1295336787564767, "no_speech_prob": 1.707794149152786e-11}, {"id": 402, "seek": 102220, "start": 1032.76, "end": 1036.1200000000001, "text": "不会是一个无所不能昂贵无比的神模型", "tokens": [50893, 47928, 1541, 20182, 31364, 5966, 28590, 1431, 224, 18464, 113, 31364, 11706, 1546, 20432, 41908, 39823, 51061], "temperature": 0, "avg_logprob": -0.18472291855585007, "compression_ratio": 1.1295336787564767, "no_speech_prob": 1.707794149152786e-11}, {"id": 403, "seek": 102220, "start": 1036.1200000000001, "end": 1039.32, "text": "而是一条懂得分工的智能产线", "tokens": [51061, 11070, 1541, 2257, 48837, 29624, 5916, 6627, 23323, 1546, 5094, 118, 8225, 1369, 100, 16853, 123, 51221], "temperature": 0, "avg_logprob": -0.18472291855585007, "compression_ratio": 1.1295336787564767, "no_speech_prob": 1.707794149152786e-11}, {"id": 404, "seek": 103932, "start": 1039.32, "end": 1049.48, "text": "好 让我们回到开头那个问题", "tokens": [50365, 2131, 220, 33650, 15003, 8350, 4511, 18937, 39862, 43083, 34069, 50873], "temperature": 0, "avg_logprob": -0.11017425436722605, "compression_ratio": 1.060483870967742, "no_speech_prob": 1.6057337751118617e-11}, {"id": 405, "seek": 103932, "start": 1049.48, "end": 1051.76, "text": "GPT5.6到底改变了什么", "tokens": [50873, 38, 47, 51, 20, 13, 21, 33883, 34490, 2129, 246, 2289, 10440, 50987], "temperature": 0, "avg_logprob": -0.11017425436722605, "compression_ratio": 1.060483870967742, "no_speech_prob": 1.6057337751118617e-11}, {"id": 406, "seek": 103932, "start": 1051.76, "end": 1055.12, "text": "它不只是把一个模型做得更聪明", "tokens": [50987, 11284, 1960, 36859, 16075, 20182, 41908, 39823, 10907, 5916, 19002, 8171, 103, 11100, 51155], "temperature": 0, "avg_logprob": -0.11017425436722605, "compression_ratio": 1.060483870967742, "no_speech_prob": 1.6057337751118617e-11}, {"id": 407, "seek": 103932, "start": 1055.12, "end": 1057.1599999999999, "text": "它把Soul Terra Nula", "tokens": [51155, 11284, 16075, 50, 3298, 25366, 426, 3780, 51257], "temperature": 0, "avg_logprob": -0.11017425436722605, "compression_ratio": 1.060483870967742, "no_speech_prob": 1.6057337751118617e-11}, {"id": 408, "seek": 103932, "start": 1057.1599999999999, "end": 1059.9199999999998, "text": "变成了一条可以丰功的智能产线", "tokens": [51257, 2129, 246, 11336, 2289, 2257, 48837, 6723, 940, 108, 32311, 1546, 5094, 118, 8225, 1369, 100, 16853, 123, 51395], "temperature": 0, "avg_logprob": -0.11017425436722605, "compression_ratio": 1.060483870967742, "no_speech_prob": 1.6057337751118617e-11}, {"id": 409, "seek": 103932, "start": 1059.9199999999998, "end": 1064.28, "text": "它让默认高效和暗需拉满性能同时成立", "tokens": [51395, 11284, 33650, 6173, 246, 7422, 97, 12979, 43076, 12565, 23826, 245, 32535, 29717, 15868, 94, 21686, 8225, 13089, 15729, 11336, 24409, 51613], "temperature": 0, "avg_logprob": -0.11017425436722605, "compression_ratio": 1.060483870967742, "no_speech_prob": 1.6057337751118617e-11}, {"id": 410, "seek": 103932, "start": 1064.28, "end": 1067.84, "text": "它用Ultro让多个Agent开始运行协作", "tokens": [51613, 11284, 9254, 52, 2282, 340, 33650, 6392, 7549, 32, 6930, 45213, 3316, 238, 8082, 5322, 237, 11914, 51791], "temperature": 0, "avg_logprob": -0.11017425436722605, "compression_ratio": 1.060483870967742, "no_speech_prob": 1.6057337751118617e-11}, {"id": 411, "seek": 106784, "start": 1067.84, "end": 1070.8799999999999, "text": "它让AI不止生成代码和内容", "tokens": [50365, 11284, 33650, 48698, 1960, 30438, 8244, 11336, 19105, 23230, 223, 12565, 34742, 25750, 50517], "temperature": 0, "avg_logprob": -0.06320384653603159, "compression_ratio": 1.2299651567944252, "no_speech_prob": 1.4920909993665354e-11}, {"id": 412, "seek": 106784, "start": 1070.8799999999999, "end": 1072.9199999999998, "text": "也开始检查渲染结果", "tokens": [50517, 6404, 45213, 16407, 222, 42623, 9592, 110, 46568, 45641, 9319, 50619], "temperature": 0, "avg_logprob": -0.06320384653603159, "compression_ratio": 1.2299651567944252, "no_speech_prob": 1.4920909993665354e-11}, {"id": 413, "seek": 106784, "start": 1072.9199999999998, "end": 1076.86, "text": "加工可交付的文档表格与演示文稿", "tokens": [50619, 9990, 23323, 4429, 28455, 41469, 1546, 17174, 21416, 96, 17571, 30921, 940, 236, 31382, 25696, 17174, 10415, 123, 50816], "temperature": 0, "avg_logprob": -0.06320384653603159, "compression_ratio": 1.2299651567944252, "no_speech_prob": 1.4920909993665354e-11}, {"id": 414, "seek": 106784, "start": 1076.86, "end": 1080.9199999999998, "text": "它还开始参与训练系统实验和模型改进", "tokens": [50816, 11284, 14852, 45213, 2129, 224, 940, 236, 7422, 255, 10115, 225, 25368, 10115, 253, 24726, 49657, 234, 12565, 41908, 39823, 34490, 36700, 51019], "temperature": 0, "avg_logprob": -0.06320384653603159, "compression_ratio": 1.2299651567944252, "no_speech_prob": 1.4920909993665354e-11}, {"id": 415, "seek": 106784, "start": 1080.9199999999998, "end": 1083.58, "text": "这些更靠近AI研发核心的工作", "tokens": [51019, 5562, 13824, 19002, 5363, 254, 17463, 48698, 23230, 242, 28926, 8987, 116, 7945, 1546, 41315, 51152], "temperature": 0, "avg_logprob": -0.06320384653603159, "compression_ratio": 1.2299651567944252, "no_speech_prob": 1.4920909993665354e-11}, {"id": 416, "seek": 106784, "start": 1083.58, "end": 1085.9599999999998, "text": "所以最危险的误解是", "tokens": [51152, 7239, 8661, 38292, 8842, 102, 1546, 5233, 107, 17278, 1541, 51271], "temperature": 0, "avg_logprob": -0.06320384653603159, "compression_ratio": 1.2299651567944252, "no_speech_prob": 1.4920909993665354e-11}, {"id": 417, "seek": 106784, "start": 1085.9599999999998, "end": 1088.6399999999999, "text": "未来属于最会操作AI的人", "tokens": [51271, 29954, 6912, 9636, 252, 37732, 8661, 12949, 13167, 235, 11914, 48698, 29979, 51405], "temperature": 0, "avg_logprob": -0.06320384653603159, "compression_ratio": 1.2299651567944252, "no_speech_prob": 1.4920909993665354e-11}, {"id": 418, "seek": 106784, "start": 1088.6399999999999, "end": 1091.4599999999998, "text": "不 按钮会越来越简单", "tokens": [51405, 1960, 220, 26613, 25153, 106, 12949, 25761, 6912, 25761, 11249, 222, 47446, 51546], "temperature": 0, "avg_logprob": -0.06320384653603159, "compression_ratio": 1.2299651567944252, "no_speech_prob": 1.4920909993665354e-11}, {"id": 419, "seek": 106784, "start": 1091.4599999999998, "end": 1093.52, "text": "界面会越来越像聊天", "tokens": [51546, 21185, 8833, 12949, 25761, 6912, 25761, 12760, 40096, 6135, 51649], "temperature": 0, "avg_logprob": -0.06320384653603159, "compression_ratio": 1.2299651567944252, "no_speech_prob": 1.4920909993665354e-11}, {"id": 420, "seek": 106784, "start": 1093.52, "end": 1096.5, "text": "连工具调用 任务拆解和执行路径", "tokens": [51649, 3316, 252, 23323, 39806, 8897, 225, 9254, 220, 26443, 5087, 94, 6852, 228, 17278, 12565, 3416, 100, 8082, 24658, 2172, 226, 51798], "temperature": 0, "avg_logprob": -0.06320384653603159, "compression_ratio": 1.2299651567944252, "no_speech_prob": 1.4920909993665354e-11}, {"id": 421, "seek": 109650, "start": 1096.5, "end": 1098.82, "text": "都会越来越被系统藏在背后", "tokens": [50365, 7182, 12949, 25761, 6912, 25761, 23238, 25368, 10115, 253, 21782, 237, 3581, 46329, 13547, 50481], "temperature": 0, "avg_logprob": -0.09574867651714541, "compression_ratio": 1.243801652892562, "no_speech_prob": 1.4013745025520663e-11}, {"id": 422, "seek": 109650, "start": 1098.82, "end": 1103.18, "text": "未来真正值钱的人是最会给AI下达完整目标的人", "tokens": [50481, 29954, 6912, 6303, 15789, 40242, 39623, 29979, 1541, 8661, 12949, 23197, 48698, 4438, 9830, 122, 14128, 27662, 11386, 162, 3921, 29979, 50699], "temperature": 0, "avg_logprob": -0.09574867651714541, "compression_ratio": 1.243801652892562, "no_speech_prob": 1.4013745025520663e-11}, {"id": 423, "seek": 109650, "start": 1103.18, "end": 1105.58, "text": "他知道什么问题值得解决", "tokens": [50699, 5000, 7758, 10440, 34069, 40242, 5916, 17278, 5676, 111, 50819], "temperature": 0, "avg_logprob": -0.09574867651714541, "compression_ratio": 1.243801652892562, "no_speech_prob": 1.4013745025520663e-11}, {"id": 424, "seek": 109650, "start": 1105.58, "end": 1107.86, "text": "他能说清楚什么叫做好", "tokens": [50819, 5000, 8225, 8090, 38433, 10440, 19855, 10907, 2131, 50933], "temperature": 0, "avg_logprob": -0.09574867651714541, "compression_ratio": 1.243801652892562, "no_speech_prob": 1.4013745025520663e-11}, {"id": 425, "seek": 109650, "start": 1107.86, "end": 1111.72, "text": "他能提供别人没有的上下文判断和审美", "tokens": [50933, 5000, 8225, 20949, 3254, 249, 18453, 4035, 17944, 1546, 5708, 4438, 17174, 2437, 97, 4307, 255, 12565, 2415, 94, 9175, 51126], "temperature": 0, "avg_logprob": -0.09574867651714541, "compression_ratio": 1.243801652892562, "no_speech_prob": 1.4013745025520663e-11}, {"id": 426, "seek": 109650, "start": 1111.72, "end": 1115.42, "text": "他也愿意在AI做错时承担最后的责任", "tokens": [51126, 5000, 6404, 4820, 123, 9042, 3581, 48698, 10907, 29900, 15729, 3416, 123, 6852, 227, 8661, 13547, 1546, 18464, 96, 26443, 51311], "temperature": 0, "avg_logprob": -0.09574867651714541, "compression_ratio": 1.243801652892562, "no_speech_prob": 1.4013745025520663e-11}, {"id": 427, "seek": 109650, "start": 1115.42, "end": 1117.84, "text": "会写代码的人不会因此失去价值", "tokens": [51311, 12949, 5676, 247, 19105, 23230, 223, 29979, 47928, 8698, 17947, 28564, 6734, 1550, 115, 40242, 51432], "temperature": 0, "avg_logprob": -0.09574867651714541, "compression_ratio": 1.243801652892562, "no_speech_prob": 1.4013745025520663e-11}, {"id": 428, "seek": 111784, "start": 1117.84, "end": 1122.24, "text": "设计师 研究员 运营 创业者也不会凭空消失", "tokens": [50365, 7422, 122, 7422, 94, 29186, 220, 23230, 242, 44704, 3606, 246, 220, 3316, 238, 10674, 98, 220, 2437, 249, 940, 248, 12444, 6404, 47928, 6336, 255, 23322, 28837, 28564, 50585], "temperature": 0, "avg_logprob": -0.0938005379751219, "compression_ratio": 1.2251908396946565, "no_speech_prob": 1.6575942007879263e-11}, {"id": 429, "seek": 111784, "start": 1122.24, "end": 1125.84, "text": "但所有人的价值都会更少的来自", "tokens": [50585, 8395, 39300, 4035, 1546, 1550, 115, 40242, 7182, 12949, 19002, 15686, 1546, 6912, 9722, 50765], "temperature": 0, "avg_logprob": -0.0938005379751219, "compression_ratio": 1.2251908396946565, "no_speech_prob": 1.6575942007879263e-11}, {"id": 430, "seek": 111784, "start": 1125.84, "end": 1127.72, "text": "亲手完成每一个动作", "tokens": [50765, 49296, 11389, 41509, 23664, 20182, 34961, 11914, 50859], "temperature": 0, "avg_logprob": -0.0938005379751219, "compression_ratio": 1.2251908396946565, "no_speech_prob": 1.6575942007879263e-11}, {"id": 431, "seek": 111784, "start": 1127.72, "end": 1131.1, "text": "更多的来自决定方向 建立标准", "tokens": [50859, 19002, 6392, 1546, 6912, 9722, 5676, 111, 12088, 9249, 24282, 220, 34157, 24409, 162, 3921, 6336, 228, 51028], "temperature": 0, "avg_logprob": -0.0938005379751219, "compression_ratio": 1.2251908396946565, "no_speech_prob": 1.6575942007879263e-11}, {"id": 432, "seek": 111784, "start": 1131.1, "end": 1135.32, "text": "组织智能并判断结果是否真的值得存在", "tokens": [51028, 10115, 226, 10115, 229, 5094, 118, 8225, 3509, 114, 2437, 97, 4307, 255, 45641, 9319, 1541, 45334, 8034, 40242, 5916, 39781, 3581, 51239], "temperature": 0, "avg_logprob": -0.0938005379751219, "compression_ratio": 1.2251908396946565, "no_speech_prob": 1.6575942007879263e-11}, {"id": 433, "seek": 111784, "start": 1135.32, "end": 1137.98, "text": "当AI开始像一个团队一样工作时", "tokens": [51239, 16233, 48698, 45213, 12760, 20182, 3919, 95, 10034, 253, 2257, 14496, 41315, 15729, 51372], "temperature": 0, "avg_logprob": -0.0938005379751219, "compression_ratio": 1.2251908396946565, "no_speech_prob": 1.6575942007879263e-11}, {"id": 434, "seek": 111784, "start": 1137.98, "end": 1142.52, "text": "人类最该升级的就不再只是自己的工具熟练度了", "tokens": [51372, 4035, 22113, 119, 8661, 44646, 41670, 16853, 100, 1546, 3111, 1960, 8623, 36859, 17645, 1546, 23323, 39806, 21805, 253, 10115, 225, 13127, 2289, 51599], "temperature": 0, "avg_logprob": -0.0938005379751219, "compression_ratio": 1.2251908396946565, "no_speech_prob": 1.6575942007879263e-11}, {"id": 435, "seek": 114252, "start": 1142.52, "end": 1146.04, "text": "而是你带领一个团队走向结果的能力", "tokens": [50365, 11070, 1541, 2166, 4845, 99, 12501, 228, 20182, 3919, 95, 10034, 253, 9575, 24282, 45641, 9319, 1546, 8225, 13486, 50541], "temperature": 0, "avg_logprob": -0.07466506346678123, "compression_ratio": 1.2808641975308641, "no_speech_prob": 1.3368492077225902e-11}, {"id": 436, "seek": 114252, "start": 1146.04, "end": 1149.3799999999999, "text": "哪怕这个团队今天还没有一个人类成员", "tokens": [50541, 17028, 21164, 15368, 3919, 95, 10034, 253, 12074, 14852, 17944, 20182, 4035, 22113, 119, 11336, 3606, 246, 50708], "temperature": 0, "avg_logprob": -0.07466506346678123, "compression_ratio": 1.2808641975308641, "no_speech_prob": 1.3368492077225902e-11}, {"id": 437, "seek": 114252, "start": 1149.3799999999999, "end": 1151.32, "text": "好的 这里是World Insight", "tokens": [50708, 20715, 220, 35102, 1541, 37881, 9442, 397, 50805], "temperature": 0, "avg_logprob": -0.07466506346678123, "compression_ratio": 1.2808641975308641, "no_speech_prob": 1.3368492077225902e-11}, {"id": 438, "seek": 114252, "start": 1151.32, "end": 1152.98, "text": "今天的视频就先聊到这里", "tokens": [50805, 34947, 40656, 39752, 3111, 10108, 40096, 4511, 35102, 50888], "temperature": 0, "avg_logprob": -0.07466506346678123, "compression_ratio": 1.2808641975308641, "no_speech_prob": 1.3368492077225902e-11}, {"id": 439, "seek": 114252, "start": 1152.98, "end": 1154.46, "text": "如果你喜欢今天的节目", "tokens": [50888, 45669, 41606, 34947, 45161, 11386, 50962], "temperature": 0, "avg_logprob": -0.07466506346678123, "compression_ratio": 1.2808641975308641, "no_speech_prob": 1.3368492077225902e-11}, {"id": 440, "seek": 114252, "start": 1154.46, "end": 1156.92, "text": "别忘了点赞分享并订阅我的频道", "tokens": [50962, 18453, 26677, 2289, 12579, 5266, 252, 30855, 3509, 114, 7422, 95, 10034, 227, 14200, 39752, 6025, 51085], "temperature": 0, "avg_logprob": -0.07466506346678123, "compression_ratio": 1.2808641975308641, "no_speech_prob": 1.3368492077225902e-11}, {"id": 441, "seek": 114252, "start": 1156.92, "end": 1159.18, "text": "及时获取科技资讯和深度解析", "tokens": [51085, 25703, 15729, 31127, 115, 29436, 42091, 32502, 5266, 226, 7422, 107, 12565, 24043, 13127, 17278, 7360, 238, 51198], "temperature": 0, "avg_logprob": -0.07466506346678123, "compression_ratio": 1.2808641975308641, "no_speech_prob": 1.3368492077225902e-11}, {"id": 442, "seek": 114252, "start": 1159.18, "end": 1160.82, "text": "如果你觉得对你有帮助", "tokens": [51198, 45669, 29992, 8713, 43320, 4845, 106, 37618, 51280], "temperature": 0, "avg_logprob": -0.07466506346678123, "compression_ratio": 1.2808641975308641, "no_speech_prob": 1.3368492077225902e-11}, {"id": 443, "seek": 114252, "start": 1160.82, "end": 1162.1399999999999, "text": "欢迎加入我的会员", "tokens": [51280, 28566, 17699, 43878, 14200, 12949, 3606, 246, 51346], "temperature": 0, "avg_logprob": -0.07466506346678123, "compression_ratio": 1.2808641975308641, "no_speech_prob": 1.3368492077225902e-11}, {"id": 444, "seek": 114252, "start": 1162.1399999999999, "end": 1163.82, "text": "每月一杯咖啡的钱", "tokens": [51346, 23664, 6939, 2257, 45458, 8975, 244, 3284, 94, 1546, 39623, 51430], "temperature": 0, "avg_logprob": -0.07466506346678123, "compression_ratio": 1.2808641975308641, "no_speech_prob": 1.3368492077225902e-11}, {"id": 445, "seek": 114252, "start": 1163.82, "end": 1165.68, "text": "这就是对我最大的支持", "tokens": [51430, 5562, 5620, 8713, 1654, 8661, 39156, 35488, 51523], "temperature": 0, "avg_logprob": -0.07466506346678123, "compression_ratio": 1.2808641975308641, "no_speech_prob": 1.3368492077225902e-11}, {"id": 446, "seek": 114252, "start": 1165.68, "end": 1167.58, "text": "好 感谢观看 我们下期再见", "tokens": [51523, 2131, 220, 9709, 11340, 42350, 4200, 8624, 9497, 4438, 16786, 44176, 51618], "temperature": 0, "avg_logprob": -0.07466506346678123, "compression_ratio": 1.2808641975308641, "no_speech_prob": 1.3368492077225902e-11}], "language": "zh"}