{"text": "Hello各位开发者朋友欢迎收听GitCoverty今天我们要带你快速掌握GitHub Trending上最火红的开源专案让你不错过任何值得关注的技术动态今天我们要深度解析GitHub上的一个热门专案Open Interpreter一个让你能在自己的电脑上用自然语言执行复杂任务的AI代理它把过去昂贵的云端AI功能变成一个在你终端机里高效运作的免费工具从写程式到操作网页都办得到如果我们不用那些贵桑桑的云端服务也不靠最强大的AI模型程式码自动化这件事到底能做到什么程度今天一个叫做Open Interpreter的开源专案给出了一个非常惊人的答案这个专案最近用Rust语言整个重写不只在GitHub上累积了超过6万颗星更重要的是它提出了一种全新的思考方式与其不断追求更强大的模型不如我们来打造一个更聪明的驾驭框架这个框架可以从那些相对便宜的模型里榨出最高的效能这背后的技术哲学非常值得我们来聊一聊先来认识一下Open Interpreter它是一个专门为低成本大型语言模型LLM优化的本地端编码代理它的核心目标很明确让AI能够在开发者自己的电脑上安全又有效率的跑起来执行各种任务从写程式做测试到操作整个作业系统都可以这个专案由同名的Open Interpreter团队开发在Github上已经累积了64,998颗星光是今天一天就增加了607颗热度真的非常高特别值得一提的是我们现在看到的版本是用Rust语言全新重写的跟原本的Python版本比起来目标就是为了提供更强的效能还有更深度的系统整合那这个专案到底想解决什么问题呢目前主流的AI编码助理像是Github Copilot或是Chat GPT大多都跑在云端而且依赖那些很强大但也很贵的必源模型这就带来了三个核心痛点成本隐私还有网路连线的限制反过来说如果开发者想用比较经济的开源模型在自己的电脑上跑又常常会有效能不好成果不稳定的问题在Open Interpreter出现之前开发者基本上只能在这两栏之间做选择所以这个专案的切入点非常独特他不是要去打造一个更聪明的AI模型而是要创建一个更聪明的代理驾驭框架英文叫做Agent Harness透过这个框架的精巧设计来引导和约束那些相对便宜的模型让他们在本地端也能发挥出超乎预期的实力好我们来深入看看他的技术核心可以从三个亮点来理解第一个也是他的灵魂所在就是代理驾驭框架Agent Harness你可以把它想象成是为不同AI模型量身打造的教练战术版因为每个模型都有自己的强项和沟通习惯Harness就是一套预设好的策略和指令模板它能把使用者下的模糊指令翻译成特定模型最容易听懂的格式这样就能引导模型产出更精准的程式码或指令使用者只要在中端机打个简单的指令Harness就能快速切换比方说从Clode Code模式换成Sway Agent模式来应对不同的任务第二个亮点是从Python到Rust语言的重写这不只是换个语言而已更是一次架构上的飞跃Rust提供了记忆体安全的保证这对于一个要执行AI生成而且有潜在风险的程式码来说是打下了一个非常重要的安全基础同时Rust的高效能也让整个互动体验变得更顺畅最后第三个亮点是它的原生沙盒机制它不像其他专案那样依赖Docker这种比较重的方案而是直接利用作业系统底层的隔离功能像是MacOS上的Sandbox Exec在一个安全受限制的环境里执行程式码这就像是给AI代理提供了一个安全的实验室让它可以大展身手又不用担心它会搞坏你的电脑那么在实际工作上谁会用Open Interpreter又该怎么用呢比方说一位开发者可以直接用自然语言对他说帮我建立一个有Hallo路由的Python Flask应用程式接下来Open Interpreter就会自动开始写程式执行甚至除错换成软体测试人员他们可以命令代理打开我们的网站用这个账号登入然后检查预标板上有没有出现欢迎回来的字样代理就会透过内建的QA技能去驱动一个真实的浏览器来完成自动化测试就算是数据分析师也可以丢掉繁琐的脚本直接跟他说分析这个CSV档案帮我算出每个地区的平均销售额然后画成长条图而且因为安装非常简单通常只要一行指令所有的互动又都是在大家很熟悉的终端机界面完成所以对于熟悉命令列的技术人员来说上手门槛真的非常低在社群里Open Interpreter得到的评价可以说是谨慎乐观开发者普遍很欣赏他能够在自己的电脑上直接执行指令把LLM的推理能力跟作业系统的控制权结合在一起很多人认为这在自动化工作流程上潜力非常巨大而且他开源本地优先又支援低成本模型也确实满足了大家对成本和资料隐私的担忧不过质疑的声音当然也没少不少使用者在GitHub Issues上面回报说在某些特定环境下会有效能不稳定或相容性的问题而一个更核心的担忧是来自于安全性毕竟让一个AI自由的操作你的电脑如果全线控制没有做好后果可能不堪设想所以社群普遍还是把它看作一个充满前景的实验性工具而不是一个可以马上用在产品环境的成熟方案如果我们把视角拉得更高一点来看Open Interpreter的价值可能不只是一个工具更代表是一个产业风向的转变它把竞争的焦点从谁家的模型比较强转移到了谁家的框架能把模型控制得更好这是一种原代理框架的思路意思就是它自己不当代理而是要成为所有代理的执行器跟调度中心不过这种模式也有潜在的风险它的核心价值高度依赖那些高品质的Harness但是AI模型迭代的速度实在太快了要一直去维护更新所有的Harness让它们对最新的模型都能有最好的效果这会是一个非常巨大的工程挑战一旦维护的速度跟不上它的效能优势可能很快就没有了另外虽然它有原生的沙盒但沙盒的安全性永远是一场猫捉老鼠的游戏任何一个微小的疏忽都可能带来灾难性的后果总结来说Open Interpreter 最重要的贡献就是提出并且实践的一个强大灵活又经济的解决方案让开发者可以在自己的电脑上安全的驾驭AI它不只是一个AI代理程式更可以说是一个代理的代理一个能够释放各种低成本模型潜力的基础设施如果你对于AI如何从云端走向终端以及我们该如何用更聪明的方式跟电脑互动感到好奇那Open Interpreter 绝对是今年最值得你花时间关注的开源专案之一以上就是今天的GitCoverty希望这些GitHub Trending专案能为你的开发工作带来灵感以上这些GitHub Report请见下方资讯栏如果你喜欢这个节目别忘了订阅我们的频道我们明天同一时间再见", "segments": [{"id": 0, "seek": 0, "start": 0.0, "end": 1.1400000000000001, "text": "Hello各位开发者朋友", "tokens": [50365, 15947, 22073, 18937, 28926, 12444, 19828, 50422], "temperature": 0, "avg_logprob": -0.07786346884334788, "compression_ratio": 1.2264150943396226, "no_speech_prob": 2.3273055357875272e-11}, {"id": 1, "seek": 0, "start": 1.1400000000000001, "end": 2.64, "text": "欢迎收听GitCoverty", "tokens": [50422, 28566, 17699, 18681, 31022, 38, 270, 34, 3570, 874, 50497], "temperature": 0, "avg_logprob": -0.07786346884334788, "compression_ratio": 1.2264150943396226, "no_speech_prob": 2.3273055357875272e-11}, {"id": 2, "seek": 0, "start": 2.64, "end": 5.24, "text": "今天我们要带你快速掌握GitHub Trending上", "tokens": [50497, 12074, 15003, 4275, 4845, 99, 2166, 10251, 31217, 6900, 234, 11673, 94, 38, 270, 21150, 37417, 278, 5708, 50627], "temperature": 0, "avg_logprob": -0.07786346884334788, "compression_ratio": 1.2264150943396226, "no_speech_prob": 2.3273055357875272e-11}, {"id": 3, "seek": 0, "start": 5.24, "end": 6.82, "text": "最火红的开源专案", "tokens": [50627, 8661, 26171, 16853, 95, 1546, 18937, 47402, 940, 241, 28899, 50706], "temperature": 0, "avg_logprob": -0.07786346884334788, "compression_ratio": 1.2264150943396226, "no_speech_prob": 2.3273055357875272e-11}, {"id": 4, "seek": 0, "start": 6.82, "end": 9.68, "text": "让你不错过任何值得关注的技术动态", "tokens": [50706, 33650, 2166, 1960, 29900, 16866, 26443, 11906, 40242, 5916, 28053, 26432, 1546, 32502, 1474, 107, 34961, 3757, 223, 50849], "temperature": 0, "avg_logprob": -0.07786346884334788, "compression_ratio": 1.2264150943396226, "no_speech_prob": 2.3273055357875272e-11}, {"id": 5, "seek": 0, "start": 9.68, "end": 11.58, "text": "今天我们要深度解析", "tokens": [50849, 12074, 15003, 4275, 24043, 13127, 17278, 7360, 238, 50944], "temperature": 0, "avg_logprob": -0.07786346884334788, "compression_ratio": 1.2264150943396226, "no_speech_prob": 2.3273055357875272e-11}, {"id": 6, "seek": 0, "start": 11.58, "end": 13.16, "text": "GitHub上的一个热门专案", "tokens": [50944, 38, 270, 21150, 5708, 1546, 20182, 23661, 255, 8259, 101, 940, 241, 28899, 51023], "temperature": 0, "avg_logprob": -0.07786346884334788, "compression_ratio": 1.2264150943396226, "no_speech_prob": 2.3273055357875272e-11}, {"id": 7, "seek": 0, "start": 13.16, "end": 14.44, "text": "Open Interpreter", "tokens": [51023, 45569, 5751, 3712, 391, 51087], "temperature": 0, "avg_logprob": -0.07786346884334788, "compression_ratio": 1.2264150943396226, "no_speech_prob": 2.3273055357875272e-11}, {"id": 8, "seek": 0, "start": 14.44, "end": 16.44, "text": "一个让你能在自己的电脑上", "tokens": [51087, 20182, 33650, 2166, 8225, 3581, 17645, 1546, 42182, 27067, 239, 5708, 51187], "temperature": 0, "avg_logprob": -0.07786346884334788, "compression_ratio": 1.2264150943396226, "no_speech_prob": 2.3273055357875272e-11}, {"id": 9, "seek": 0, "start": 16.44, "end": 19.14, "text": "用自然语言执行复杂任务的AI代理", "tokens": [51187, 9254, 9722, 5823, 5233, 255, 12009, 3416, 100, 8082, 1787, 235, 4422, 224, 26443, 5087, 94, 1546, 48698, 19105, 13876, 51322], "temperature": 0, "avg_logprob": -0.07786346884334788, "compression_ratio": 1.2264150943396226, "no_speech_prob": 2.3273055357875272e-11}, {"id": 10, "seek": 0, "start": 19.14, "end": 21.28, "text": "它把过去昂贵的云端AI功能", "tokens": [51322, 11284, 16075, 16866, 6734, 1431, 224, 18464, 113, 1546, 1369, 239, 11957, 107, 48698, 32311, 8225, 51429], "temperature": 0, "avg_logprob": -0.07786346884334788, "compression_ratio": 1.2264150943396226, "no_speech_prob": 2.3273055357875272e-11}, {"id": 11, "seek": 0, "start": 21.28, "end": 23.16, "text": "变成一个在你终端机里", "tokens": [51429, 2129, 246, 11336, 20182, 3581, 2166, 10115, 230, 11957, 107, 37960, 15759, 51523], "temperature": 0, "avg_logprob": -0.07786346884334788, "compression_ratio": 1.2264150943396226, "no_speech_prob": 2.3273055357875272e-11}, {"id": 12, "seek": 0, "start": 23.16, "end": 24.72, "text": "高效运作的免费工具", "tokens": [51523, 12979, 43076, 3316, 238, 11914, 1546, 2347, 235, 18464, 117, 23323, 39806, 51601], "temperature": 0, "avg_logprob": -0.07786346884334788, "compression_ratio": 1.2264150943396226, "no_speech_prob": 2.3273055357875272e-11}, {"id": 13, "seek": 0, "start": 24.72, "end": 27.3, "text": "从写程式到操作网页都办得到", "tokens": [51601, 35630, 5676, 247, 29649, 27584, 4511, 13167, 235, 11914, 16469, 239, 10178, 113, 7182, 39453, 5916, 4511, 51730], "temperature": 0, "avg_logprob": -0.07786346884334788, "compression_ratio": 1.2264150943396226, "no_speech_prob": 2.3273055357875272e-11}, {"id": 14, "seek": 2730, "start": 27.3, "end": 30.04, "text": "如果我们不用那些贵桑桑的云端服务", "tokens": [50365, 13119, 15003, 24384, 4184, 13824, 18464, 113, 21416, 239, 21416, 239, 1546, 1369, 239, 11957, 107, 27408, 5087, 94, 50502], "temperature": 0, "avg_logprob": -0.08087945770431351, "compression_ratio": 1.2443820224719102, "no_speech_prob": 1.0136683159522875e-11}, {"id": 15, "seek": 2730, "start": 30.04, "end": 32.02, "text": "也不靠最强大的AI模型", "tokens": [50502, 6404, 1960, 5363, 254, 8661, 5702, 118, 39156, 48698, 41908, 39823, 50601], "temperature": 0, "avg_logprob": -0.08087945770431351, "compression_ratio": 1.2443820224719102, "no_speech_prob": 1.0136683159522875e-11}, {"id": 16, "seek": 2730, "start": 32.02, "end": 33.68, "text": "程式码自动化这件事", "tokens": [50601, 29649, 27584, 23230, 223, 9722, 34961, 23756, 5562, 20485, 6973, 50684], "temperature": 0, "avg_logprob": -0.08087945770431351, "compression_ratio": 1.2443820224719102, "no_speech_prob": 1.0136683159522875e-11}, {"id": 17, "seek": 2730, "start": 33.68, "end": 35.4, "text": "到底能做到什么程度", "tokens": [50684, 33883, 8225, 10907, 4511, 10440, 29649, 13127, 50770], "temperature": 0, "avg_logprob": -0.08087945770431351, "compression_ratio": 1.2443820224719102, "no_speech_prob": 1.0136683159522875e-11}, {"id": 18, "seek": 2730, "start": 35.4, "end": 38.54, "text": "今天一个叫做Open Interpreter的开源专案", "tokens": [50770, 12074, 20182, 19855, 10907, 45569, 5751, 3712, 391, 1546, 18937, 47402, 940, 241, 28899, 50927], "temperature": 0, "avg_logprob": -0.08087945770431351, "compression_ratio": 1.2443820224719102, "no_speech_prob": 1.0136683159522875e-11}, {"id": 19, "seek": 2730, "start": 38.54, "end": 40.86, "text": "给出了一个非常惊人的答案", "tokens": [50927, 23197, 7781, 2289, 20182, 14392, 4799, 232, 4035, 1546, 28223, 28899, 51043], "temperature": 0, "avg_logprob": -0.08087945770431351, "compression_ratio": 1.2443820224719102, "no_speech_prob": 1.0136683159522875e-11}, {"id": 20, "seek": 2730, "start": 40.86, "end": 43.44, "text": "这个专案最近用Rust语言整个重写", "tokens": [51043, 15368, 940, 241, 28899, 46777, 9254, 49, 381, 5233, 255, 12009, 27662, 7549, 12624, 5676, 247, 51172], "temperature": 0, "avg_logprob": -0.08087945770431351, "compression_ratio": 1.2443820224719102, "no_speech_prob": 1.0136683159522875e-11}, {"id": 21, "seek": 2730, "start": 43.44, "end": 46.6, "text": "不只在GitHub上累积了超过6万颗星", "tokens": [51172, 1960, 14003, 3581, 38, 270, 21150, 5708, 43656, 8204, 107, 2289, 19869, 16866, 21, 23570, 12501, 245, 20682, 51330], "temperature": 0, "avg_logprob": -0.08087945770431351, "compression_ratio": 1.2443820224719102, "no_speech_prob": 1.0136683159522875e-11}, {"id": 22, "seek": 2730, "start": 46.6, "end": 47.74, "text": "更重要的是", "tokens": [51330, 19002, 24928, 24620, 51387], "temperature": 0, "avg_logprob": -0.08087945770431351, "compression_ratio": 1.2443820224719102, "no_speech_prob": 1.0136683159522875e-11}, {"id": 23, "seek": 2730, "start": 47.74, "end": 50.14, "text": "它提出了一种全新的思考方式", "tokens": [51387, 11284, 20949, 7781, 2289, 2257, 39810, 11319, 12560, 1546, 8870, 26504, 9249, 27584, 51507], "temperature": 0, "avg_logprob": -0.08087945770431351, "compression_ratio": 1.2443820224719102, "no_speech_prob": 1.0136683159522875e-11}, {"id": 24, "seek": 2730, "start": 50.14, "end": 52.400000000000006, "text": "与其不断追求更强大的模型", "tokens": [51507, 940, 236, 9572, 1960, 4307, 255, 39947, 32718, 19002, 5702, 118, 39156, 41908, 39823, 51620], "temperature": 0, "avg_logprob": -0.08087945770431351, "compression_ratio": 1.2443820224719102, "no_speech_prob": 1.0136683159522875e-11}, {"id": 25, "seek": 2730, "start": 52.400000000000006, "end": 55.42, "text": "不如我们来打造一个更聪明的驾驭框架", "tokens": [51620, 1960, 8238, 15003, 6912, 12467, 37583, 20182, 19002, 8171, 103, 11100, 1546, 24023, 122, 24023, 255, 21416, 228, 7360, 114, 51771], "temperature": 0, "avg_logprob": -0.08087945770431351, "compression_ratio": 1.2443820224719102, "no_speech_prob": 1.0136683159522875e-11}, {"id": 26, "seek": 5542, "start": 55.42, "end": 59.18, "text": "这个框架可以从那些相对便宜的模型里", "tokens": [50365, 15368, 21416, 228, 7360, 114, 6723, 35630, 4184, 13824, 15106, 8713, 27364, 2415, 250, 1546, 41908, 39823, 15759, 50553], "temperature": 0, "avg_logprob": -0.09358776376602497, "compression_ratio": 1.2, "no_speech_prob": 1.4005871983024942e-11}, {"id": 27, "seek": 5542, "start": 59.18, "end": 60.72, "text": "榨出最高的效能", "tokens": [50553, 22989, 101, 7781, 8661, 12979, 1546, 43076, 8225, 50630], "temperature": 0, "avg_logprob": -0.09358776376602497, "compression_ratio": 1.2, "no_speech_prob": 1.4005871983024942e-11}, {"id": 28, "seek": 5542, "start": 60.72, "end": 62.08, "text": "这背后的技术哲学", "tokens": [50630, 5562, 46329, 13547, 1546, 32502, 1474, 107, 3858, 110, 29618, 50698], "temperature": 0, "avg_logprob": -0.09358776376602497, "compression_ratio": 1.2, "no_speech_prob": 1.4005871983024942e-11}, {"id": 29, "seek": 5542, "start": 62.08, "end": 63.64, "text": "非常值得我们来聊一聊", "tokens": [50698, 14392, 40242, 5916, 15003, 6912, 40096, 2257, 40096, 50776], "temperature": 0, "avg_logprob": -0.09358776376602497, "compression_ratio": 1.2, "no_speech_prob": 1.4005871983024942e-11}, {"id": 30, "seek": 5542, "start": 63.64, "end": 65.52, "text": "先来认识一下Open Interpreter", "tokens": [50776, 10108, 6912, 7422, 97, 5233, 228, 8861, 45569, 5751, 3712, 391, 50870], "temperature": 0, "avg_logprob": -0.09358776376602497, "compression_ratio": 1.2, "no_speech_prob": 1.4005871983024942e-11}, {"id": 31, "seek": 5542, "start": 65.52, "end": 68.16, "text": "它是一个专门为低成本大型语言模型", "tokens": [50870, 11284, 1541, 20182, 940, 241, 8259, 101, 13992, 41377, 11336, 8802, 3582, 39823, 5233, 255, 12009, 41908, 39823, 51002], "temperature": 0, "avg_logprob": -0.09358776376602497, "compression_ratio": 1.2, "no_speech_prob": 1.4005871983024942e-11}, {"id": 32, "seek": 5542, "start": 68.16, "end": 70.88, "text": "LLM优化的本地端编码代理", "tokens": [51002, 24010, 44, 7384, 246, 23756, 1546, 8802, 10928, 11957, 107, 38109, 244, 23230, 223, 19105, 13876, 51138], "temperature": 0, "avg_logprob": -0.09358776376602497, "compression_ratio": 1.2, "no_speech_prob": 1.4005871983024942e-11}, {"id": 33, "seek": 5542, "start": 70.88, "end": 72.52000000000001, "text": "它的核心目标很明确", "tokens": [51138, 45224, 8987, 116, 7945, 11386, 162, 3921, 4563, 11100, 38114, 106, 51220], "temperature": 0, "avg_logprob": -0.09358776376602497, "compression_ratio": 1.2, "no_speech_prob": 1.4005871983024942e-11}, {"id": 34, "seek": 5542, "start": 72.52000000000001, "end": 74.86, "text": "让AI能够在开发者自己的电脑上", "tokens": [51220, 33650, 48698, 8225, 1787, 253, 3581, 18937, 28926, 12444, 17645, 1546, 42182, 27067, 239, 5708, 51337], "temperature": 0, "avg_logprob": -0.09358776376602497, "compression_ratio": 1.2, "no_speech_prob": 1.4005871983024942e-11}, {"id": 35, "seek": 5542, "start": 74.86, "end": 76.82000000000001, "text": "安全又有效率的跑起来", "tokens": [51337, 45466, 17047, 2412, 43076, 44866, 1546, 32585, 9147, 6912, 51435], "temperature": 0, "avg_logprob": -0.09358776376602497, "compression_ratio": 1.2, "no_speech_prob": 1.4005871983024942e-11}, {"id": 36, "seek": 5542, "start": 76.82000000000001, "end": 78.0, "text": "执行各种任务", "tokens": [51435, 3416, 100, 8082, 17516, 39810, 26443, 5087, 94, 51494], "temperature": 0, "avg_logprob": -0.09358776376602497, "compression_ratio": 1.2, "no_speech_prob": 1.4005871983024942e-11}, {"id": 37, "seek": 5542, "start": 78.0, "end": 79.04, "text": "从写程式", "tokens": [51494, 35630, 5676, 247, 29649, 27584, 51546], "temperature": 0, "avg_logprob": -0.09358776376602497, "compression_ratio": 1.2, "no_speech_prob": 1.4005871983024942e-11}, {"id": 38, "seek": 5542, "start": 79.04, "end": 79.84, "text": "做测试", "tokens": [51546, 10907, 11038, 233, 5233, 243, 51586], "temperature": 0, "avg_logprob": -0.09358776376602497, "compression_ratio": 1.2, "no_speech_prob": 1.4005871983024942e-11}, {"id": 39, "seek": 5542, "start": 79.84, "end": 80.74000000000001, "text": "到操作", "tokens": [51586, 4511, 13167, 235, 11914, 51631], "temperature": 0, "avg_logprob": -0.09358776376602497, "compression_ratio": 1.2, "no_speech_prob": 1.4005871983024942e-11}, {"id": 40, "seek": 5542, "start": 80.74000000000001, "end": 82.24000000000001, "text": "整个作业系统都可以", "tokens": [51631, 27662, 7549, 11914, 940, 248, 25368, 10115, 253, 7182, 6723, 51706], "temperature": 0, "avg_logprob": -0.09358776376602497, "compression_ratio": 1.2, "no_speech_prob": 1.4005871983024942e-11}, {"id": 41, "seek": 8224, "start": 82.24, "end": 85.19999999999999, "text": "这个专案由同名的Open Interpreter团队开发", "tokens": [50365, 15368, 940, 241, 28899, 23786, 13089, 15940, 1546, 45569, 5751, 3712, 391, 3919, 95, 10034, 253, 18937, 28926, 50513], "temperature": 0, "avg_logprob": -0.08712535184972427, "compression_ratio": 1.1566951566951567, "no_speech_prob": 1.2211317894361695e-11}, {"id": 42, "seek": 8224, "start": 85.19999999999999, "end": 88.56, "text": "在Github上已经累积了64,998颗星", "tokens": [50513, 3581, 38, 355, 836, 5708, 49161, 43656, 8204, 107, 2289, 19395, 11, 8494, 23, 12501, 245, 20682, 50681], "temperature": 0, "avg_logprob": -0.08712535184972427, "compression_ratio": 1.1566951566951567, "no_speech_prob": 1.2211317894361695e-11}, {"id": 43, "seek": 8224, "start": 88.56, "end": 91.36, "text": "光是今天一天就增加了607颗", "tokens": [50681, 20690, 1541, 12074, 2257, 6135, 3111, 24228, 252, 9990, 2289, 4550, 22, 12501, 245, 50821], "temperature": 0, "avg_logprob": -0.08712535184972427, "compression_ratio": 1.1566951566951567, "no_speech_prob": 1.2211317894361695e-11}, {"id": 44, "seek": 8224, "start": 91.36, "end": 92.82, "text": "热度真的非常高", "tokens": [50821, 23661, 255, 13127, 8034, 14392, 12979, 50894], "temperature": 0, "avg_logprob": -0.08712535184972427, "compression_ratio": 1.1566951566951567, "no_speech_prob": 1.2211317894361695e-11}, {"id": 45, "seek": 8224, "start": 92.82, "end": 94.03999999999999, "text": "特别值得一提的是", "tokens": [50894, 17682, 18453, 40242, 5916, 2257, 20949, 24620, 50955], "temperature": 0, "avg_logprob": -0.08712535184972427, "compression_ratio": 1.1566951566951567, "no_speech_prob": 1.2211317894361695e-11}, {"id": 46, "seek": 8224, "start": 94.03999999999999, "end": 95.5, "text": "我们现在看到的版本", "tokens": [50955, 15003, 25040, 18032, 1546, 42096, 8802, 51028], "temperature": 0, "avg_logprob": -0.08712535184972427, "compression_ratio": 1.1566951566951567, "no_speech_prob": 1.2211317894361695e-11}, {"id": 47, "seek": 8224, "start": 95.5, "end": 97.19999999999999, "text": "是用Rust语言", "tokens": [51028, 1541, 9254, 49, 381, 5233, 255, 12009, 51113], "temperature": 0, "avg_logprob": -0.08712535184972427, "compression_ratio": 1.1566951566951567, "no_speech_prob": 1.2211317894361695e-11}, {"id": 48, "seek": 8224, "start": 97.19999999999999, "end": 98.61999999999999, "text": "全新重写的", "tokens": [51113, 11319, 12560, 12624, 5676, 247, 1546, 51184], "temperature": 0, "avg_logprob": -0.08712535184972427, "compression_ratio": 1.1566951566951567, "no_speech_prob": 1.2211317894361695e-11}, {"id": 49, "seek": 8224, "start": 98.61999999999999, "end": 100.61999999999999, "text": "跟原本的Python版本比起来", "tokens": [51184, 9678, 19683, 8802, 1546, 47, 88, 11943, 42096, 8802, 11706, 9147, 6912, 51284], "temperature": 0, "avg_logprob": -0.08712535184972427, "compression_ratio": 1.1566951566951567, "no_speech_prob": 1.2211317894361695e-11}, {"id": 50, "seek": 8224, "start": 100.61999999999999, "end": 102.88, "text": "目标就是为了提供更强的效能", "tokens": [51284, 11386, 162, 3921, 5620, 13992, 2289, 20949, 3254, 249, 19002, 5702, 118, 1546, 43076, 8225, 51397], "temperature": 0, "avg_logprob": -0.08712535184972427, "compression_ratio": 1.1566951566951567, "no_speech_prob": 1.2211317894361695e-11}, {"id": 51, "seek": 8224, "start": 102.88, "end": 104.8, "text": "还有更深度的系统整合", "tokens": [51397, 35091, 19002, 24043, 13127, 1546, 25368, 10115, 253, 27662, 14245, 51493], "temperature": 0, "avg_logprob": -0.08712535184972427, "compression_ratio": 1.1566951566951567, "no_speech_prob": 1.2211317894361695e-11}, {"id": 52, "seek": 8224, "start": 104.8, "end": 107.53999999999999, "text": "那这个专案到底想解决什么问题呢", "tokens": [51493, 4184, 15368, 940, 241, 28899, 33883, 7093, 17278, 5676, 111, 10440, 34069, 6240, 51630], "temperature": 0, "avg_logprob": -0.08712535184972427, "compression_ratio": 1.1566951566951567, "no_speech_prob": 1.2211317894361695e-11}, {"id": 53, "seek": 8224, "start": 107.53999999999999, "end": 109.39999999999999, "text": "目前主流的AI编码助理", "tokens": [51630, 39004, 13557, 27854, 1546, 48698, 38109, 244, 23230, 223, 37618, 13876, 51723], "temperature": 0, "avg_logprob": -0.08712535184972427, "compression_ratio": 1.1566951566951567, "no_speech_prob": 1.2211317894361695e-11}, {"id": 54, "seek": 10940, "start": 109.4, "end": 112.56, "text": "像是Github Copilot或是Chat GPT", "tokens": [50365, 12760, 1541, 38, 355, 836, 11579, 31516, 19780, 1541, 41683, 26039, 51, 50523], "temperature": 0, "avg_logprob": -0.10553453854865429, "compression_ratio": 1.1924119241192412, "no_speech_prob": 1.4866274877789465e-11}, {"id": 55, "seek": 10940, "start": 112.56, "end": 113.88000000000001, "text": "大多都跑在云端", "tokens": [50523, 3582, 6392, 7182, 32585, 3581, 1369, 239, 11957, 107, 50589], "temperature": 0, "avg_logprob": -0.10553453854865429, "compression_ratio": 1.1924119241192412, "no_speech_prob": 1.4866274877789465e-11}, {"id": 56, "seek": 10940, "start": 113.88000000000001, "end": 115.76, "text": "而且依赖那些很强大", "tokens": [50589, 22942, 3254, 251, 5266, 244, 4184, 13824, 4563, 5702, 118, 3582, 50683], "temperature": 0, "avg_logprob": -0.10553453854865429, "compression_ratio": 1.1924119241192412, "no_speech_prob": 1.4866274877789465e-11}, {"id": 57, "seek": 10940, "start": 115.76, "end": 117.28, "text": "但也很贵的必源模型", "tokens": [50683, 8395, 6404, 4563, 18464, 113, 1546, 28531, 47402, 41908, 39823, 50759], "temperature": 0, "avg_logprob": -0.10553453854865429, "compression_ratio": 1.1924119241192412, "no_speech_prob": 1.4866274877789465e-11}, {"id": 58, "seek": 10940, "start": 117.28, "end": 119.12, "text": "这就带来了三个核心痛点", "tokens": [50759, 5562, 3111, 4845, 99, 34912, 10960, 7549, 8987, 116, 7945, 28737, 12579, 50851], "temperature": 0, "avg_logprob": -0.10553453854865429, "compression_ratio": 1.1924119241192412, "no_speech_prob": 1.4866274877789465e-11}, {"id": 59, "seek": 10940, "start": 119.12, "end": 119.78, "text": "成本", "tokens": [50851, 11336, 8802, 50884], "temperature": 0, "avg_logprob": -0.10553453854865429, "compression_ratio": 1.1924119241192412, "no_speech_prob": 1.4866274877789465e-11}, {"id": 60, "seek": 10940, "start": 119.78, "end": 120.38000000000001, "text": "隐私", "tokens": [50884, 10673, 238, 20083, 50914], "temperature": 0, "avg_logprob": -0.10553453854865429, "compression_ratio": 1.1924119241192412, "no_speech_prob": 1.4866274877789465e-11}, {"id": 61, "seek": 10940, "start": 120.38000000000001, "end": 122.28, "text": "还有网路连线的限制", "tokens": [50914, 35091, 16469, 239, 24658, 3316, 252, 16853, 123, 1546, 43446, 25491, 51009], "temperature": 0, "avg_logprob": -0.10553453854865429, "compression_ratio": 1.1924119241192412, "no_speech_prob": 1.4866274877789465e-11}, {"id": 62, "seek": 10940, "start": 122.28, "end": 123.34, "text": "反过来说", "tokens": [51009, 22138, 16866, 6912, 8090, 51062], "temperature": 0, "avg_logprob": -0.10553453854865429, "compression_ratio": 1.1924119241192412, "no_speech_prob": 1.4866274877789465e-11}, {"id": 63, "seek": 10940, "start": 123.34, "end": 124.56, "text": "如果开发者想用", "tokens": [51062, 13119, 18937, 28926, 12444, 7093, 9254, 51123], "temperature": 0, "avg_logprob": -0.10553453854865429, "compression_ratio": 1.1924119241192412, "no_speech_prob": 1.4866274877789465e-11}, {"id": 64, "seek": 10940, "start": 124.56, "end": 126.24000000000001, "text": "比较经济的开源模型", "tokens": [51123, 11706, 9830, 225, 30276, 11038, 236, 1546, 18937, 47402, 41908, 39823, 51207], "temperature": 0, "avg_logprob": -0.10553453854865429, "compression_ratio": 1.1924119241192412, "no_speech_prob": 1.4866274877789465e-11}, {"id": 65, "seek": 10940, "start": 126.24000000000001, "end": 127.72, "text": "在自己的电脑上跑", "tokens": [51207, 3581, 17645, 1546, 42182, 27067, 239, 5708, 32585, 51281], "temperature": 0, "avg_logprob": -0.10553453854865429, "compression_ratio": 1.1924119241192412, "no_speech_prob": 1.4866274877789465e-11}, {"id": 66, "seek": 10940, "start": 127.72, "end": 129.54000000000002, "text": "又常常会有效能不好", "tokens": [51281, 17047, 11279, 11279, 12949, 2412, 43076, 8225, 15769, 51372], "temperature": 0, "avg_logprob": -0.10553453854865429, "compression_ratio": 1.1924119241192412, "no_speech_prob": 1.4866274877789465e-11}, {"id": 67, "seek": 10940, "start": 129.54000000000002, "end": 131.1, "text": "成果不稳定的问题", "tokens": [51372, 11336, 9319, 1960, 10415, 111, 12088, 1546, 34069, 51450], "temperature": 0, "avg_logprob": -0.10553453854865429, "compression_ratio": 1.1924119241192412, "no_speech_prob": 1.4866274877789465e-11}, {"id": 68, "seek": 10940, "start": 131.1, "end": 132.92000000000002, "text": "在Open Interpreter出现之前", "tokens": [51450, 3581, 45569, 5751, 3712, 391, 7781, 20204, 32442, 51541], "temperature": 0, "avg_logprob": -0.10553453854865429, "compression_ratio": 1.1924119241192412, "no_speech_prob": 1.4866274877789465e-11}, {"id": 69, "seek": 10940, "start": 132.92000000000002, "end": 135.70000000000002, "text": "开发者基本上只能在这两栏之间做选择", "tokens": [51541, 18937, 28926, 12444, 37946, 5708, 14003, 8225, 3581, 5562, 36257, 8987, 237, 9574, 31685, 10907, 2215, 231, 6852, 102, 51680], "temperature": 0, "avg_logprob": -0.10553453854865429, "compression_ratio": 1.1924119241192412, "no_speech_prob": 1.4866274877789465e-11}, {"id": 70, "seek": 10940, "start": 135.70000000000002, "end": 137.96, "text": "所以这个专案的切入点非常独特", "tokens": [51680, 7239, 15368, 940, 241, 28899, 1546, 23632, 14028, 12579, 14392, 18637, 105, 17682, 51793], "temperature": 0, "avg_logprob": -0.10553453854865429, "compression_ratio": 1.1924119241192412, "no_speech_prob": 1.4866274877789465e-11}, {"id": 71, "seek": 13796, "start": 137.96, "end": 140.48000000000002, "text": "他不是要去打造一个更聪明的AI模型", "tokens": [50365, 5000, 7296, 4275, 6734, 12467, 37583, 20182, 19002, 8171, 103, 11100, 1546, 48698, 41908, 39823, 50491], "temperature": 0, "avg_logprob": -0.10470859570936723, "compression_ratio": 1.3201320132013201, "no_speech_prob": 1.4337887647986047e-11}, {"id": 72, "seek": 13796, "start": 140.48000000000002, "end": 143.78, "text": "而是要创建一个更聪明的代理驾驭框架", "tokens": [50491, 11070, 1541, 4275, 2437, 249, 34157, 20182, 19002, 8171, 103, 11100, 1546, 19105, 13876, 24023, 122, 24023, 255, 21416, 228, 7360, 114, 50656], "temperature": 0, "avg_logprob": -0.10470859570936723, "compression_ratio": 1.3201320132013201, "no_speech_prob": 1.4337887647986047e-11}, {"id": 73, "seek": 13796, "start": 143.78, "end": 145.44, "text": "英文叫做Agent Harness", "tokens": [50656, 27869, 17174, 19855, 10907, 32, 6930, 389, 16937, 50739], "temperature": 0, "avg_logprob": -0.10470859570936723, "compression_ratio": 1.3201320132013201, "no_speech_prob": 1.4337887647986047e-11}, {"id": 74, "seek": 13796, "start": 145.44, "end": 147.52, "text": "透过这个框架的精巧设计", "tokens": [50739, 45808, 16866, 15368, 21416, 228, 7360, 114, 1546, 34910, 43605, 7422, 122, 7422, 94, 50843], "temperature": 0, "avg_logprob": -0.10470859570936723, "compression_ratio": 1.3201320132013201, "no_speech_prob": 1.4337887647986047e-11}, {"id": 75, "seek": 13796, "start": 147.52, "end": 150.5, "text": "来引导和约束那些相对便宜的模型", "tokens": [50843, 6912, 41301, 4510, 120, 12565, 16853, 99, 44320, 4184, 13824, 15106, 8713, 27364, 2415, 250, 1546, 41908, 39823, 50992], "temperature": 0, "avg_logprob": -0.10470859570936723, "compression_ratio": 1.3201320132013201, "no_speech_prob": 1.4337887647986047e-11}, {"id": 76, "seek": 13796, "start": 150.5, "end": 151.96, "text": "让他们在本地端", "tokens": [50992, 33650, 47911, 3581, 8802, 10928, 11957, 107, 51065], "temperature": 0, "avg_logprob": -0.10470859570936723, "compression_ratio": 1.3201320132013201, "no_speech_prob": 1.4337887647986047e-11}, {"id": 77, "seek": 13796, "start": 151.96, "end": 154.38, "text": "也能发挥出超乎预期的实力", "tokens": [51065, 6404, 8225, 28926, 8501, 98, 7781, 19869, 2930, 236, 12501, 226, 16786, 1546, 24726, 13486, 51186], "temperature": 0, "avg_logprob": -0.10470859570936723, "compression_ratio": 1.3201320132013201, "no_speech_prob": 1.4337887647986047e-11}, {"id": 78, "seek": 13796, "start": 154.38, "end": 154.86, "text": "好", "tokens": [51186, 2131, 51210], "temperature": 0, "avg_logprob": -0.10470859570936723, "compression_ratio": 1.3201320132013201, "no_speech_prob": 1.4337887647986047e-11}, {"id": 79, "seek": 13796, "start": 154.86, "end": 156.76000000000002, "text": "我们来深入看看他的技术核心", "tokens": [51210, 15003, 6912, 24043, 14028, 22884, 31309, 32502, 1474, 107, 8987, 116, 7945, 51305], "temperature": 0, "avg_logprob": -0.10470859570936723, "compression_ratio": 1.3201320132013201, "no_speech_prob": 1.4337887647986047e-11}, {"id": 80, "seek": 13796, "start": 156.76000000000002, "end": 158.46, "text": "可以从三个亮点来理解", "tokens": [51305, 6723, 35630, 10960, 7549, 22991, 12579, 6912, 13876, 17278, 51390], "temperature": 0, "avg_logprob": -0.10470859570936723, "compression_ratio": 1.3201320132013201, "no_speech_prob": 1.4337887647986047e-11}, {"id": 81, "seek": 13796, "start": 158.46, "end": 159.20000000000002, "text": "第一个", "tokens": [51390, 18049, 7549, 51427], "temperature": 0, "avg_logprob": -0.10470859570936723, "compression_ratio": 1.3201320132013201, "no_speech_prob": 1.4337887647986047e-11}, {"id": 82, "seek": 13796, "start": 159.20000000000002, "end": 160.66, "text": "也是他的灵魂所在", "tokens": [51427, 22021, 31309, 13290, 113, 20149, 224, 5966, 3581, 51500], "temperature": 0, "avg_logprob": -0.10470859570936723, "compression_ratio": 1.3201320132013201, "no_speech_prob": 1.4337887647986047e-11}, {"id": 83, "seek": 13796, "start": 160.66, "end": 162.60000000000002, "text": "就是代理驾驭框架", "tokens": [51500, 5620, 19105, 13876, 24023, 122, 24023, 255, 21416, 228, 7360, 114, 51597], "temperature": 0, "avg_logprob": -0.10470859570936723, "compression_ratio": 1.3201320132013201, "no_speech_prob": 1.4337887647986047e-11}, {"id": 84, "seek": 13796, "start": 162.60000000000002, "end": 164.26000000000002, "text": "Agent Harness", "tokens": [51597, 32, 6930, 389, 16937, 51680], "temperature": 0, "avg_logprob": -0.10470859570936723, "compression_ratio": 1.3201320132013201, "no_speech_prob": 1.4337887647986047e-11}, {"id": 85, "seek": 16426, "start": 164.26, "end": 166.06, "text": "你可以把它想象成是", "tokens": [50365, 42766, 42061, 7093, 45007, 11336, 1541, 50455], "temperature": 0, "avg_logprob": -0.09058742853947457, "compression_ratio": 1.2787878787878788, "no_speech_prob": 1.3161449360921118e-11}, {"id": 86, "seek": 16426, "start": 166.06, "end": 169.17999999999998, "text": "为不同AI模型量身打造的教练战术版", "tokens": [50455, 13992, 47123, 48698, 41908, 39823, 26748, 19847, 12467, 37583, 1546, 21936, 10115, 225, 1486, 246, 1474, 107, 42096, 50611], "temperature": 0, "avg_logprob": -0.09058742853947457, "compression_ratio": 1.2787878787878788, "no_speech_prob": 1.3161449360921118e-11}, {"id": 87, "seek": 16426, "start": 169.17999999999998, "end": 171.89999999999998, "text": "因为每个模型都有自己的强项和沟通习惯", "tokens": [50611, 34627, 23664, 7549, 41908, 39823, 48121, 17645, 1546, 5702, 118, 10178, 117, 12565, 3308, 253, 19550, 2930, 254, 4799, 107, 50747], "temperature": 0, "avg_logprob": -0.09058742853947457, "compression_ratio": 1.2787878787878788, "no_speech_prob": 1.3161449360921118e-11}, {"id": 88, "seek": 16426, "start": 171.89999999999998, "end": 174.85999999999999, "text": "Harness就是一套预设好的策略和指令模板", "tokens": [50747, 39, 16937, 5620, 2257, 1881, 245, 12501, 226, 7422, 122, 20715, 7973, 244, 6904, 98, 12565, 25922, 49061, 41908, 43664, 50895], "temperature": 0, "avg_logprob": -0.09058742853947457, "compression_ratio": 1.2787878787878788, "no_speech_prob": 1.3161449360921118e-11}, {"id": 89, "seek": 16426, "start": 174.85999999999999, "end": 176.72, "text": "它能把使用者下的模糊指令", "tokens": [50895, 11284, 8225, 16075, 22982, 9254, 12444, 4438, 1546, 41908, 15239, 232, 25922, 49061, 50988], "temperature": 0, "avg_logprob": -0.09058742853947457, "compression_ratio": 1.2787878787878788, "no_speech_prob": 1.3161449360921118e-11}, {"id": 90, "seek": 16426, "start": 176.72, "end": 179.14, "text": "翻译成特定模型最容易听懂的格式", "tokens": [50988, 42716, 5233, 239, 11336, 17682, 12088, 41908, 39823, 8661, 49212, 31022, 29624, 1546, 30921, 27584, 51109], "temperature": 0, "avg_logprob": -0.09058742853947457, "compression_ratio": 1.2787878787878788, "no_speech_prob": 1.3161449360921118e-11}, {"id": 91, "seek": 16426, "start": 179.14, "end": 182.57999999999998, "text": "这样就能引导模型产出更精准的程式码或指令", "tokens": [51109, 21209, 3111, 8225, 41301, 4510, 120, 41908, 39823, 1369, 100, 7781, 19002, 34910, 6336, 228, 1546, 29649, 27584, 23230, 223, 19780, 25922, 49061, 51281], "temperature": 0, "avg_logprob": -0.09058742853947457, "compression_ratio": 1.2787878787878788, "no_speech_prob": 1.3161449360921118e-11}, {"id": 92, "seek": 16426, "start": 182.57999999999998, "end": 185.1, "text": "使用者只要在中端机打个简单的指令", "tokens": [51281, 22982, 9254, 12444, 14003, 4275, 3581, 5975, 11957, 107, 37960, 12467, 7549, 11249, 222, 47446, 1546, 25922, 49061, 51407], "temperature": 0, "avg_logprob": -0.09058742853947457, "compression_ratio": 1.2787878787878788, "no_speech_prob": 1.3161449360921118e-11}, {"id": 93, "seek": 16426, "start": 185.1, "end": 186.62, "text": "Harness就能快速切换", "tokens": [51407, 39, 16937, 3111, 8225, 10251, 31217, 23632, 26075, 95, 51483], "temperature": 0, "avg_logprob": -0.09058742853947457, "compression_ratio": 1.2787878787878788, "no_speech_prob": 1.3161449360921118e-11}, {"id": 94, "seek": 16426, "start": 186.62, "end": 188.5, "text": "比方说从Clode Code模式", "tokens": [51483, 11706, 9249, 8090, 35630, 9966, 1429, 15549, 41908, 27584, 51577], "temperature": 0, "avg_logprob": -0.09058742853947457, "compression_ratio": 1.2787878787878788, "no_speech_prob": 1.3161449360921118e-11}, {"id": 95, "seek": 18850, "start": 188.5, "end": 191.22, "text": "换成Sway Agent模式来应对不同的任务", "tokens": [50365, 26075, 95, 11336, 50, 676, 27174, 41908, 27584, 6912, 44297, 8713, 47123, 1546, 26443, 5087, 94, 50501], "temperature": 0, "avg_logprob": -0.09763259345321294, "compression_ratio": 1.266490765171504, "no_speech_prob": 1.5759629712341905e-11}, {"id": 96, "seek": 18850, "start": 191.22, "end": 192.18, "text": "第二个亮点", "tokens": [50501, 19693, 7549, 22991, 12579, 50549], "temperature": 0, "avg_logprob": -0.09763259345321294, "compression_ratio": 1.266490765171504, "no_speech_prob": 1.5759629712341905e-11}, {"id": 97, "seek": 18850, "start": 192.18, "end": 193.82, "text": "是从Python到Rust", "tokens": [50549, 1541, 35630, 47, 88, 11943, 4511, 49, 381, 50631], "temperature": 0, "avg_logprob": -0.09763259345321294, "compression_ratio": 1.266490765171504, "no_speech_prob": 1.5759629712341905e-11}, {"id": 98, "seek": 18850, "start": 193.82, "end": 195.0, "text": "语言的重写", "tokens": [50631, 5233, 255, 12009, 1546, 12624, 5676, 247, 50690], "temperature": 0, "avg_logprob": -0.09763259345321294, "compression_ratio": 1.266490765171504, "no_speech_prob": 1.5759629712341905e-11}, {"id": 99, "seek": 18850, "start": 195.0, "end": 196.48, "text": "这不只是换个语言而已", "tokens": [50690, 5562, 1960, 36859, 26075, 95, 7549, 5233, 255, 12009, 48420, 50764], "temperature": 0, "avg_logprob": -0.09763259345321294, "compression_ratio": 1.266490765171504, "no_speech_prob": 1.5759629712341905e-11}, {"id": 100, "seek": 18850, "start": 196.48, "end": 198.34, "text": "更是一次架构上的飞跃", "tokens": [50764, 19002, 1541, 27505, 7360, 114, 7360, 226, 5708, 1546, 11808, 252, 6563, 225, 50857], "temperature": 0, "avg_logprob": -0.09763259345321294, "compression_ratio": 1.266490765171504, "no_speech_prob": 1.5759629712341905e-11}, {"id": 101, "seek": 18850, "start": 198.34, "end": 200.98, "text": "Rust提供了记忆体安全的保证", "tokens": [50857, 49, 381, 20949, 3254, 249, 2289, 34756, 4263, 228, 29485, 45466, 1546, 24302, 5233, 223, 50989], "temperature": 0, "avg_logprob": -0.09763259345321294, "compression_ratio": 1.266490765171504, "no_speech_prob": 1.5759629712341905e-11}, {"id": 102, "seek": 18850, "start": 200.98, "end": 203.46, "text": "这对于一个要执行AI生成", "tokens": [50989, 5562, 8713, 37732, 20182, 4275, 3416, 100, 8082, 48698, 8244, 11336, 51113], "temperature": 0, "avg_logprob": -0.09763259345321294, "compression_ratio": 1.266490765171504, "no_speech_prob": 1.5759629712341905e-11}, {"id": 103, "seek": 18850, "start": 203.46, "end": 205.78, "text": "而且有潜在风险的程式码来说", "tokens": [51113, 22942, 2412, 35622, 250, 3581, 47209, 8842, 102, 1546, 29649, 27584, 23230, 223, 6912, 8090, 51229], "temperature": 0, "avg_logprob": -0.09763259345321294, "compression_ratio": 1.266490765171504, "no_speech_prob": 1.5759629712341905e-11}, {"id": 104, "seek": 18850, "start": 205.78, "end": 208.42000000000002, "text": "是打下了一个非常重要的安全基础", "tokens": [51229, 1541, 12467, 4438, 2289, 20182, 14392, 24928, 1546, 45466, 26008, 38114, 222, 51361], "temperature": 0, "avg_logprob": -0.09763259345321294, "compression_ratio": 1.266490765171504, "no_speech_prob": 1.5759629712341905e-11}, {"id": 105, "seek": 18850, "start": 208.42000000000002, "end": 209.8, "text": "同时Rust的高效能", "tokens": [51361, 13089, 15729, 49, 381, 1546, 12979, 43076, 8225, 51430], "temperature": 0, "avg_logprob": -0.09763259345321294, "compression_ratio": 1.266490765171504, "no_speech_prob": 1.5759629712341905e-11}, {"id": 106, "seek": 18850, "start": 209.8, "end": 211.9, "text": "也让整个互动体验变得更顺畅", "tokens": [51430, 6404, 33650, 27662, 7549, 1369, 240, 34961, 29485, 49657, 234, 2129, 246, 5916, 19002, 10178, 118, 6904, 227, 51535], "temperature": 0, "avg_logprob": -0.09763259345321294, "compression_ratio": 1.266490765171504, "no_speech_prob": 1.5759629712341905e-11}, {"id": 107, "seek": 18850, "start": 211.9, "end": 213.32, "text": "最后第三个亮点", "tokens": [51535, 8661, 13547, 35878, 7549, 22991, 12579, 51606], "temperature": 0, "avg_logprob": -0.09763259345321294, "compression_ratio": 1.266490765171504, "no_speech_prob": 1.5759629712341905e-11}, {"id": 108, "seek": 18850, "start": 213.32, "end": 215.38, "text": "是它的原生沙盒机制", "tokens": [51606, 1541, 45224, 19683, 8244, 3308, 247, 5419, 240, 37960, 25491, 51709], "temperature": 0, "avg_logprob": -0.09763259345321294, "compression_ratio": 1.266490765171504, "no_speech_prob": 1.5759629712341905e-11}, {"id": 109, "seek": 18850, "start": 215.38, "end": 218.38, "text": "它不像其他专案那样依赖Docker这种比较重的方案", "tokens": [51709, 11284, 1960, 12760, 9572, 5000, 940, 241, 28899, 4184, 14496, 3254, 251, 5266, 244, 35, 1560, 260, 5562, 39810, 11706, 9830, 225, 12624, 1546, 9249, 28899, 51859], "temperature": 0, "avg_logprob": -0.09763259345321294, "compression_ratio": 1.266490765171504, "no_speech_prob": 1.5759629712341905e-11}, {"id": 110, "seek": 21838, "start": 218.38, "end": 220.84, "text": "而是直接利用作业系统底层的隔离功能", "tokens": [50365, 11070, 1541, 43297, 23700, 9254, 11914, 940, 248, 25368, 10115, 253, 22816, 9636, 224, 1546, 165, 1206, 18614, 119, 32311, 8225, 50488], "temperature": 0, "avg_logprob": -0.09762988371007583, "compression_ratio": 1.2473958333333333, "no_speech_prob": 1.182980276237533e-11}, {"id": 111, "seek": 21838, "start": 220.84, "end": 222.82, "text": "像是MacOS上的Sandbox Exec", "tokens": [50488, 12760, 1541, 34355, 4367, 5708, 1546, 50, 474, 4995, 17662, 50587], "temperature": 0, "avg_logprob": -0.09762988371007583, "compression_ratio": 1.2473958333333333, "no_speech_prob": 1.182980276237533e-11}, {"id": 112, "seek": 21838, "start": 222.82, "end": 226.0, "text": "在一个安全受限制的环境里执行程式码", "tokens": [50587, 3581, 20182, 45466, 23151, 43446, 25491, 1546, 8051, 107, 47885, 15759, 3416, 100, 8082, 29649, 27584, 23230, 223, 50746], "temperature": 0, "avg_logprob": -0.09762988371007583, "compression_ratio": 1.2473958333333333, "no_speech_prob": 1.182980276237533e-11}, {"id": 113, "seek": 21838, "start": 226.0, "end": 229.2, "text": "这就像是给AI代理提供了一个安全的实验室", "tokens": [50746, 5562, 3111, 12760, 1541, 23197, 48698, 19105, 13876, 20949, 3254, 249, 2289, 20182, 45466, 1546, 24726, 49657, 234, 2415, 97, 50906], "temperature": 0, "avg_logprob": -0.09762988371007583, "compression_ratio": 1.2473958333333333, "no_speech_prob": 1.182980276237533e-11}, {"id": 114, "seek": 21838, "start": 229.2, "end": 230.68, "text": "让它可以大展身手", "tokens": [50906, 33650, 11284, 6723, 3582, 43491, 19847, 11389, 50980], "temperature": 0, "avg_logprob": -0.09762988371007583, "compression_ratio": 1.2473958333333333, "no_speech_prob": 1.182980276237533e-11}, {"id": 115, "seek": 21838, "start": 230.68, "end": 232.9, "text": "又不用担心它会搞坏你的电脑", "tokens": [50980, 17047, 24384, 6852, 227, 7945, 11284, 12949, 41816, 14872, 237, 18961, 42182, 27067, 239, 51091], "temperature": 0, "avg_logprob": -0.09762988371007583, "compression_ratio": 1.2473958333333333, "no_speech_prob": 1.182980276237533e-11}, {"id": 116, "seek": 21838, "start": 232.9, "end": 234.6, "text": "那么在实际工作上", "tokens": [51091, 35693, 3581, 24726, 8842, 227, 41315, 5708, 51176], "temperature": 0, "avg_logprob": -0.09762988371007583, "compression_ratio": 1.2473958333333333, "no_speech_prob": 1.182980276237533e-11}, {"id": 117, "seek": 21838, "start": 234.6, "end": 237.38, "text": "谁会用Open Interpreter又该怎么用呢", "tokens": [51176, 33556, 12949, 9254, 45569, 5751, 3712, 391, 17047, 44646, 15282, 9254, 6240, 51315], "temperature": 0, "avg_logprob": -0.09762988371007583, "compression_ratio": 1.2473958333333333, "no_speech_prob": 1.182980276237533e-11}, {"id": 118, "seek": 21838, "start": 237.38, "end": 238.14, "text": "比方说", "tokens": [51315, 11706, 9249, 8090, 51353], "temperature": 0, "avg_logprob": -0.09762988371007583, "compression_ratio": 1.2473958333333333, "no_speech_prob": 1.182980276237533e-11}, {"id": 119, "seek": 21838, "start": 238.14, "end": 240.6, "text": "一位开发者可以直接用自然语言对他说", "tokens": [51353, 2257, 11160, 18937, 28926, 12444, 6723, 43297, 9254, 9722, 5823, 5233, 255, 12009, 8713, 5000, 8090, 51476], "temperature": 0, "avg_logprob": -0.09762988371007583, "compression_ratio": 1.2473958333333333, "no_speech_prob": 1.182980276237533e-11}, {"id": 120, "seek": 21838, "start": 240.6, "end": 244.06, "text": "帮我建立一个有Hallo路由的Python Flask应用程式", "tokens": [51476, 4845, 106, 1654, 34157, 24409, 20182, 2412, 39, 37104, 24658, 23786, 1546, 47, 88, 11943, 3235, 3863, 44297, 9254, 29649, 27584, 51649], "temperature": 0, "avg_logprob": -0.09762988371007583, "compression_ratio": 1.2473958333333333, "no_speech_prob": 1.182980276237533e-11}, {"id": 121, "seek": 21838, "start": 244.06, "end": 246.57999999999998, "text": "接下来Open Interpreter就会自动开始", "tokens": [51649, 14468, 4438, 6912, 45569, 5751, 3712, 391, 3111, 12949, 9722, 34961, 45213, 51775], "temperature": 0, "avg_logprob": -0.09762988371007583, "compression_ratio": 1.2473958333333333, "no_speech_prob": 1.182980276237533e-11}, {"id": 122, "seek": 24658, "start": 246.58, "end": 249.20000000000002, "text": "写程式执行甚至除错", "tokens": [50365, 5676, 247, 29649, 27584, 3416, 100, 8082, 17556, 20844, 32999, 29900, 50496], "temperature": 0, "avg_logprob": -0.08027457675418338, "compression_ratio": 1.249221183800623, "no_speech_prob": 1.4276402976465263e-11}, {"id": 123, "seek": 24658, "start": 249.20000000000002, "end": 251.0, "text": "换成软体测试人员", "tokens": [50496, 26075, 95, 11336, 17819, 107, 29485, 11038, 233, 5233, 243, 4035, 3606, 246, 50586], "temperature": 0, "avg_logprob": -0.08027457675418338, "compression_ratio": 1.249221183800623, "no_speech_prob": 1.4276402976465263e-11}, {"id": 124, "seek": 24658, "start": 251.0, "end": 252.46, "text": "他们可以命令代理", "tokens": [50586, 47911, 6723, 25236, 49061, 19105, 13876, 50659], "temperature": 0, "avg_logprob": -0.08027457675418338, "compression_ratio": 1.249221183800623, "no_speech_prob": 1.4276402976465263e-11}, {"id": 125, "seek": 24658, "start": 252.46, "end": 253.60000000000002, "text": "打开我们的网站", "tokens": [50659, 12467, 18937, 15003, 1546, 16469, 239, 34155, 50716], "temperature": 0, "avg_logprob": -0.08027457675418338, "compression_ratio": 1.249221183800623, "no_speech_prob": 1.4276402976465263e-11}, {"id": 126, "seek": 24658, "start": 253.60000000000002, "end": 254.96, "text": "用这个账号登入", "tokens": [50716, 9254, 15368, 18464, 99, 26987, 25874, 14028, 50784], "temperature": 0, "avg_logprob": -0.08027457675418338, "compression_ratio": 1.249221183800623, "no_speech_prob": 1.4276402976465263e-11}, {"id": 127, "seek": 24658, "start": 254.96, "end": 258.54, "text": "然后检查预标板上有没有出现欢迎回来的字样", "tokens": [50784, 26636, 16407, 222, 42623, 12501, 226, 162, 3921, 43664, 5708, 2412, 17944, 7781, 20204, 28566, 17699, 8350, 6912, 1546, 22381, 14496, 50963], "temperature": 0, "avg_logprob": -0.08027457675418338, "compression_ratio": 1.249221183800623, "no_speech_prob": 1.4276402976465263e-11}, {"id": 128, "seek": 24658, "start": 258.54, "end": 261.34000000000003, "text": "代理就会透过内建的QA技能", "tokens": [50963, 19105, 13876, 3111, 12949, 45808, 16866, 34742, 34157, 1546, 48, 32, 32502, 8225, 51103], "temperature": 0, "avg_logprob": -0.08027457675418338, "compression_ratio": 1.249221183800623, "no_speech_prob": 1.4276402976465263e-11}, {"id": 129, "seek": 24658, "start": 261.34000000000003, "end": 263.28000000000003, "text": "去驱动一个真实的浏览器", "tokens": [51103, 6734, 24023, 109, 34961, 20182, 6303, 24726, 1546, 11038, 237, 6758, 230, 34386, 51200], "temperature": 0, "avg_logprob": -0.08027457675418338, "compression_ratio": 1.249221183800623, "no_speech_prob": 1.4276402976465263e-11}, {"id": 130, "seek": 24658, "start": 263.28000000000003, "end": 264.98, "text": "来完成自动化测试", "tokens": [51200, 6912, 41509, 9722, 34961, 23756, 11038, 233, 5233, 243, 51285], "temperature": 0, "avg_logprob": -0.08027457675418338, "compression_ratio": 1.249221183800623, "no_speech_prob": 1.4276402976465263e-11}, {"id": 131, "seek": 24658, "start": 264.98, "end": 266.36, "text": "就算是数据分析师", "tokens": [51285, 3111, 19497, 1541, 33188, 26075, 106, 6627, 7360, 238, 29186, 51354], "temperature": 0, "avg_logprob": -0.08027457675418338, "compression_ratio": 1.249221183800623, "no_speech_prob": 1.4276402976465263e-11}, {"id": 132, "seek": 24658, "start": 266.36, "end": 268.14, "text": "也可以丢掉繁琐的脚本", "tokens": [51354, 47935, 940, 95, 29327, 23141, 223, 10568, 238, 1546, 27067, 248, 8802, 51443], "temperature": 0, "avg_logprob": -0.08027457675418338, "compression_ratio": 1.249221183800623, "no_speech_prob": 1.4276402976465263e-11}, {"id": 133, "seek": 24658, "start": 268.14, "end": 269.1, "text": "直接跟他说", "tokens": [51443, 43297, 9678, 5000, 8090, 51491], "temperature": 0, "avg_logprob": -0.08027457675418338, "compression_ratio": 1.249221183800623, "no_speech_prob": 1.4276402976465263e-11}, {"id": 134, "seek": 24658, "start": 269.1, "end": 270.64, "text": "分析这个CSV档案", "tokens": [51491, 6627, 7360, 238, 15368, 26283, 53, 21416, 96, 28899, 51568], "temperature": 0, "avg_logprob": -0.08027457675418338, "compression_ratio": 1.249221183800623, "no_speech_prob": 1.4276402976465263e-11}, {"id": 135, "seek": 24658, "start": 270.64, "end": 272.90000000000003, "text": "帮我算出每个地区的平均销售额", "tokens": [51568, 4845, 106, 1654, 19497, 7781, 23664, 7549, 10928, 9937, 118, 1546, 16716, 14872, 229, 23049, 222, 17198, 106, 12501, 251, 51681], "temperature": 0, "avg_logprob": -0.08027457675418338, "compression_ratio": 1.249221183800623, "no_speech_prob": 1.4276402976465263e-11}, {"id": 136, "seek": 27290, "start": 272.9, "end": 274.7, "text": "然后画成长条图", "tokens": [50365, 26636, 27126, 11336, 32271, 48837, 3919, 122, 50455], "temperature": 0, "avg_logprob": -0.08372353918758439, "compression_ratio": 1.2012779552715656, "no_speech_prob": 1.3059645379009943e-11}, {"id": 137, "seek": 27290, "start": 274.7, "end": 276.08, "text": "而且因为安装非常简单", "tokens": [50455, 22942, 34627, 16206, 8083, 227, 14392, 11249, 222, 47446, 50524], "temperature": 0, "avg_logprob": -0.08372353918758439, "compression_ratio": 1.2012779552715656, "no_speech_prob": 1.3059645379009943e-11}, {"id": 138, "seek": 27290, "start": 276.08, "end": 277.52, "text": "通常只要一行指令", "tokens": [50524, 19550, 11279, 14003, 4275, 2257, 8082, 25922, 49061, 50596], "temperature": 0, "avg_logprob": -0.08372353918758439, "compression_ratio": 1.2012779552715656, "no_speech_prob": 1.3059645379009943e-11}, {"id": 139, "seek": 27290, "start": 277.52, "end": 281.35999999999996, "text": "所有的互动又都是在大家很熟悉的终端机界面完成", "tokens": [50596, 39300, 1546, 1369, 240, 34961, 17047, 22796, 3581, 6868, 4563, 21805, 253, 14696, 231, 1546, 10115, 230, 11957, 107, 37960, 21185, 8833, 41509, 50788], "temperature": 0, "avg_logprob": -0.08372353918758439, "compression_ratio": 1.2012779552715656, "no_speech_prob": 1.3059645379009943e-11}, {"id": 140, "seek": 27290, "start": 281.35999999999996, "end": 284.14, "text": "所以对于熟悉命令列的技术人员来说", "tokens": [50788, 7239, 8713, 37732, 21805, 253, 14696, 231, 25236, 49061, 43338, 1546, 32502, 1474, 107, 4035, 3606, 246, 6912, 8090, 50927], "temperature": 0, "avg_logprob": -0.08372353918758439, "compression_ratio": 1.2012779552715656, "no_speech_prob": 1.3059645379009943e-11}, {"id": 141, "seek": 27290, "start": 284.14, "end": 285.82, "text": "上手门槛真的非常低", "tokens": [50927, 5708, 11389, 8259, 101, 24880, 249, 8034, 14392, 41377, 51011], "temperature": 0, "avg_logprob": -0.08372353918758439, "compression_ratio": 1.2012779552715656, "no_speech_prob": 1.3059645379009943e-11}, {"id": 142, "seek": 27290, "start": 285.82, "end": 286.73999999999995, "text": "在社群里", "tokens": [51011, 3581, 27658, 7248, 97, 15759, 51057], "temperature": 0, "avg_logprob": -0.08372353918758439, "compression_ratio": 1.2012779552715656, "no_speech_prob": 1.3059645379009943e-11}, {"id": 143, "seek": 27290, "start": 286.73999999999995, "end": 288.59999999999997, "text": "Open Interpreter得到的评价", "tokens": [51057, 45569, 5751, 3712, 391, 5916, 4511, 1546, 5233, 226, 1550, 115, 51150], "temperature": 0, "avg_logprob": -0.08372353918758439, "compression_ratio": 1.2012779552715656, "no_speech_prob": 1.3059645379009943e-11}, {"id": 144, "seek": 27290, "start": 288.59999999999997, "end": 290.56, "text": "可以说是谨慎乐观", "tokens": [51150, 6723, 8090, 1541, 8897, 101, 12358, 236, 44365, 42350, 51248], "temperature": 0, "avg_logprob": -0.08372353918758439, "compression_ratio": 1.2012779552715656, "no_speech_prob": 1.3059645379009943e-11}, {"id": 145, "seek": 27290, "start": 290.56, "end": 291.94, "text": "开发者普遍很欣赏", "tokens": [51248, 18937, 28926, 12444, 29993, 3330, 235, 4563, 5988, 96, 5266, 237, 51317], "temperature": 0, "avg_logprob": -0.08372353918758439, "compression_ratio": 1.2012779552715656, "no_speech_prob": 1.3059645379009943e-11}, {"id": 146, "seek": 27290, "start": 291.94, "end": 294.5, "text": "他能够在自己的电脑上直接执行指令", "tokens": [51317, 5000, 8225, 1787, 253, 3581, 17645, 1546, 42182, 27067, 239, 5708, 43297, 3416, 100, 8082, 25922, 49061, 51445], "temperature": 0, "avg_logprob": -0.08372353918758439, "compression_ratio": 1.2012779552715656, "no_speech_prob": 1.3059645379009943e-11}, {"id": 147, "seek": 27290, "start": 294.5, "end": 296.35999999999996, "text": "把LLM的推理能力", "tokens": [51445, 16075, 24010, 44, 1546, 33597, 13876, 8225, 13486, 51538], "temperature": 0, "avg_logprob": -0.08372353918758439, "compression_ratio": 1.2012779552715656, "no_speech_prob": 1.3059645379009943e-11}, {"id": 148, "seek": 29636, "start": 296.36, "end": 298.7, "text": "跟作业系统的控制权结合在一起", "tokens": [50365, 9678, 11914, 940, 248, 25368, 10115, 253, 1546, 48707, 25491, 4422, 225, 45641, 14245, 3581, 29567, 50482], "temperature": 0, "avg_logprob": -0.09081008123314899, "compression_ratio": 1.217008797653959, "no_speech_prob": 1.3690311904956953e-11}, {"id": 149, "seek": 29636, "start": 298.7, "end": 299.58000000000004, "text": "很多人认为", "tokens": [50482, 20778, 4035, 7422, 97, 13992, 50526], "temperature": 0, "avg_logprob": -0.09081008123314899, "compression_ratio": 1.217008797653959, "no_speech_prob": 1.3690311904956953e-11}, {"id": 150, "seek": 29636, "start": 299.58000000000004, "end": 301.36, "text": "这在自动化工作流程上", "tokens": [50526, 5562, 3581, 9722, 34961, 23756, 41315, 27854, 29649, 5708, 50615], "temperature": 0, "avg_logprob": -0.09081008123314899, "compression_ratio": 1.217008797653959, "no_speech_prob": 1.3690311904956953e-11}, {"id": 151, "seek": 29636, "start": 301.36, "end": 302.94, "text": "潜力非常巨大", "tokens": [50615, 35622, 250, 13486, 14392, 5238, 101, 3582, 50694], "temperature": 0, "avg_logprob": -0.09081008123314899, "compression_ratio": 1.217008797653959, "no_speech_prob": 1.3690311904956953e-11}, {"id": 152, "seek": 29636, "start": 302.94, "end": 305.18, "text": "而且他开源本地优先", "tokens": [50694, 22942, 5000, 18937, 47402, 8802, 10928, 7384, 246, 10108, 50806], "temperature": 0, "avg_logprob": -0.09081008123314899, "compression_ratio": 1.217008797653959, "no_speech_prob": 1.3690311904956953e-11}, {"id": 153, "seek": 29636, "start": 305.18, "end": 306.94, "text": "又支援低成本模型", "tokens": [50806, 17047, 24400, 11673, 112, 41377, 11336, 8802, 41908, 39823, 50894], "temperature": 0, "avg_logprob": -0.09081008123314899, "compression_ratio": 1.217008797653959, "no_speech_prob": 1.3690311904956953e-11}, {"id": 154, "seek": 29636, "start": 306.94, "end": 310.2, "text": "也确实满足了大家对成本和资料隐私的担忧", "tokens": [50894, 6404, 38114, 106, 24726, 15868, 94, 37236, 2289, 6868, 8713, 11336, 8802, 12565, 5266, 226, 33404, 10673, 238, 20083, 1546, 6852, 227, 4263, 100, 51057], "temperature": 0, "avg_logprob": -0.09081008123314899, "compression_ratio": 1.217008797653959, "no_speech_prob": 1.3690311904956953e-11}, {"id": 155, "seek": 29636, "start": 310.2, "end": 310.66, "text": "不过", "tokens": [51057, 1960, 16866, 51080], "temperature": 0, "avg_logprob": -0.09081008123314899, "compression_ratio": 1.217008797653959, "no_speech_prob": 1.3690311904956953e-11}, {"id": 156, "seek": 29636, "start": 310.66, "end": 312.34000000000003, "text": "质疑的声音当然也没少", "tokens": [51080, 18464, 101, 18140, 239, 1546, 32045, 18034, 40486, 6404, 10062, 15686, 51164], "temperature": 0, "avg_logprob": -0.09081008123314899, "compression_ratio": 1.217008797653959, "no_speech_prob": 1.3690311904956953e-11}, {"id": 157, "seek": 29636, "start": 312.34000000000003, "end": 314.74, "text": "不少使用者在GitHub Issues上面回报说", "tokens": [51164, 1960, 15686, 22982, 9254, 12444, 3581, 38, 270, 21150, 38195, 1247, 49750, 8350, 49817, 8090, 51284], "temperature": 0, "avg_logprob": -0.09081008123314899, "compression_ratio": 1.217008797653959, "no_speech_prob": 1.3690311904956953e-11}, {"id": 158, "seek": 29636, "start": 314.74, "end": 316.46000000000004, "text": "在某些特定环境下", "tokens": [51284, 3581, 17238, 238, 13824, 17682, 12088, 8051, 107, 47885, 4438, 51370], "temperature": 0, "avg_logprob": -0.09081008123314899, "compression_ratio": 1.217008797653959, "no_speech_prob": 1.3690311904956953e-11}, {"id": 159, "seek": 29636, "start": 316.46000000000004, "end": 319.08000000000004, "text": "会有效能不稳定或相容性的问题", "tokens": [51370, 12949, 2412, 43076, 8225, 1960, 10415, 111, 12088, 19780, 15106, 25750, 21686, 1546, 34069, 51501], "temperature": 0, "avg_logprob": -0.09081008123314899, "compression_ratio": 1.217008797653959, "no_speech_prob": 1.3690311904956953e-11}, {"id": 160, "seek": 29636, "start": 319.08000000000004, "end": 320.78000000000003, "text": "而一个更核心的担忧", "tokens": [51501, 11070, 20182, 19002, 8987, 116, 7945, 1546, 6852, 227, 4263, 100, 51586], "temperature": 0, "avg_logprob": -0.09081008123314899, "compression_ratio": 1.217008797653959, "no_speech_prob": 1.3690311904956953e-11}, {"id": 161, "seek": 29636, "start": 320.78000000000003, "end": 322.28000000000003, "text": "是来自于安全性", "tokens": [51586, 1541, 6912, 9722, 37732, 45466, 21686, 51661], "temperature": 0, "avg_logprob": -0.09081008123314899, "compression_ratio": 1.217008797653959, "no_speech_prob": 1.3690311904956953e-11}, {"id": 162, "seek": 29636, "start": 322.28000000000003, "end": 322.8, "text": "毕竟", "tokens": [51661, 7256, 243, 11957, 253, 51687], "temperature": 0, "avg_logprob": -0.09081008123314899, "compression_ratio": 1.217008797653959, "no_speech_prob": 1.3690311904956953e-11}, {"id": 163, "seek": 32280, "start": 322.8, "end": 324.6, "text": "让一个AI自由的操作", "tokens": [50365, 33650, 20182, 48698, 45233, 1546, 13167, 235, 11914, 50455], "temperature": 0, "avg_logprob": -0.09338917158036956, "compression_ratio": 1.32378223495702, "no_speech_prob": 1.2607979764378552e-11}, {"id": 164, "seek": 32280, "start": 324.6, "end": 327.12, "text": "你的电脑如果全线控制没有做好", "tokens": [50455, 18961, 42182, 27067, 239, 13119, 11319, 16853, 123, 48707, 25491, 17944, 10907, 2131, 50581], "temperature": 0, "avg_logprob": -0.09338917158036956, "compression_ratio": 1.32378223495702, "no_speech_prob": 1.2607979764378552e-11}, {"id": 165, "seek": 32280, "start": 327.12, "end": 328.62, "text": "后果可能不堪设想", "tokens": [50581, 13547, 9319, 16657, 1960, 10726, 103, 7422, 122, 7093, 50656], "temperature": 0, "avg_logprob": -0.09338917158036956, "compression_ratio": 1.32378223495702, "no_speech_prob": 1.2607979764378552e-11}, {"id": 166, "seek": 32280, "start": 328.62, "end": 330.86, "text": "所以社群普遍还是把它看作一个", "tokens": [50656, 7239, 27658, 7248, 97, 29993, 3330, 235, 45726, 42061, 4200, 11914, 20182, 50768], "temperature": 0, "avg_logprob": -0.09338917158036956, "compression_ratio": 1.32378223495702, "no_speech_prob": 1.2607979764378552e-11}, {"id": 167, "seek": 32280, "start": 330.86, "end": 333.22, "text": "充满前景的实验性工具", "tokens": [50768, 2347, 227, 15868, 94, 8945, 50218, 1546, 24726, 49657, 234, 21686, 23323, 39806, 50886], "temperature": 0, "avg_logprob": -0.09338917158036956, "compression_ratio": 1.32378223495702, "no_speech_prob": 1.2607979764378552e-11}, {"id": 168, "seek": 32280, "start": 333.22, "end": 334.58, "text": "而不是一个可以马上", "tokens": [50886, 11070, 7296, 20182, 6723, 49970, 5708, 50954], "temperature": 0, "avg_logprob": -0.09338917158036956, "compression_ratio": 1.32378223495702, "no_speech_prob": 1.2607979764378552e-11}, {"id": 169, "seek": 32280, "start": 334.58, "end": 337.0, "text": "用在产品环境的成熟方案", "tokens": [50954, 9254, 3581, 1369, 100, 30246, 8051, 107, 47885, 1546, 11336, 21805, 253, 9249, 28899, 51075], "temperature": 0, "avg_logprob": -0.09338917158036956, "compression_ratio": 1.32378223495702, "no_speech_prob": 1.2607979764378552e-11}, {"id": 170, "seek": 32280, "start": 337.0, "end": 339.2, "text": "如果我们把视角拉得更高一点来看", "tokens": [51075, 13119, 15003, 16075, 40656, 29389, 29717, 5916, 19002, 12979, 49042, 6912, 4200, 51185], "temperature": 0, "avg_logprob": -0.09338917158036956, "compression_ratio": 1.32378223495702, "no_speech_prob": 1.2607979764378552e-11}, {"id": 171, "seek": 32280, "start": 339.2, "end": 341.04, "text": "Open Interpreter的价值", "tokens": [51185, 45569, 5751, 3712, 391, 1546, 1550, 115, 40242, 51277], "temperature": 0, "avg_logprob": -0.09338917158036956, "compression_ratio": 1.32378223495702, "no_speech_prob": 1.2607979764378552e-11}, {"id": 172, "seek": 32280, "start": 341.04, "end": 342.52, "text": "可能不只是一个工具", "tokens": [51277, 16657, 1960, 36859, 20182, 23323, 39806, 51351], "temperature": 0, "avg_logprob": -0.09338917158036956, "compression_ratio": 1.32378223495702, "no_speech_prob": 1.2607979764378552e-11}, {"id": 173, "seek": 32280, "start": 342.52, "end": 345.28000000000003, "text": "更代表是一个产业风向的转变", "tokens": [51351, 19002, 19105, 17571, 1541, 20182, 1369, 100, 940, 248, 47209, 24282, 1546, 17819, 105, 2129, 246, 51489], "temperature": 0, "avg_logprob": -0.09338917158036956, "compression_ratio": 1.32378223495702, "no_speech_prob": 1.2607979764378552e-11}, {"id": 174, "seek": 32280, "start": 345.28000000000003, "end": 346.74, "text": "它把竞争的焦点", "tokens": [51489, 11284, 16075, 11957, 252, 1369, 231, 1546, 4971, 99, 12579, 51562], "temperature": 0, "avg_logprob": -0.09338917158036956, "compression_ratio": 1.32378223495702, "no_speech_prob": 1.2607979764378552e-11}, {"id": 175, "seek": 32280, "start": 346.74, "end": 348.54, "text": "从谁家的模型比较强", "tokens": [51562, 35630, 33556, 5155, 1546, 41908, 39823, 11706, 9830, 225, 5702, 118, 51652], "temperature": 0, "avg_logprob": -0.09338917158036956, "compression_ratio": 1.32378223495702, "no_speech_prob": 1.2607979764378552e-11}, {"id": 176, "seek": 32280, "start": 348.54, "end": 350.16, "text": "转移到了谁家的框架", "tokens": [51652, 17819, 105, 8204, 119, 21381, 33556, 5155, 1546, 21416, 228, 7360, 114, 51733], "temperature": 0, "avg_logprob": -0.09338917158036956, "compression_ratio": 1.32378223495702, "no_speech_prob": 1.2607979764378552e-11}, {"id": 177, "seek": 32280, "start": 350.16, "end": 351.84000000000003, "text": "能把模型控制得更好", "tokens": [51733, 8225, 16075, 41908, 39823, 48707, 25491, 5916, 19002, 2131, 51817], "temperature": 0, "avg_logprob": -0.09338917158036956, "compression_ratio": 1.32378223495702, "no_speech_prob": 1.2607979764378552e-11}, {"id": 178, "seek": 35184, "start": 351.84, "end": 354.46, "text": "这是一种原代理框架的思路", "tokens": [50365, 27455, 2257, 39810, 19683, 19105, 13876, 21416, 228, 7360, 114, 1546, 8870, 24658, 50496], "temperature": 0, "avg_logprob": -0.10273017688673369, "compression_ratio": 1.3705882352941177, "no_speech_prob": 1.5808051048726846e-11}, {"id": 179, "seek": 35184, "start": 354.46, "end": 355.61999999999995, "text": "意思就是", "tokens": [50496, 16697, 5620, 50554], "temperature": 0, "avg_logprob": -0.10273017688673369, "compression_ratio": 1.3705882352941177, "no_speech_prob": 1.5808051048726846e-11}, {"id": 180, "seek": 35184, "start": 355.61999999999995, "end": 357.09999999999997, "text": "它自己不当代理", "tokens": [50554, 11284, 17645, 1960, 16233, 19105, 13876, 50628], "temperature": 0, "avg_logprob": -0.10273017688673369, "compression_ratio": 1.3705882352941177, "no_speech_prob": 1.5808051048726846e-11}, {"id": 181, "seek": 35184, "start": 357.09999999999997, "end": 359.58, "text": "而是要成为所有代理的执行器", "tokens": [50628, 11070, 1541, 4275, 11336, 13992, 39300, 19105, 13876, 1546, 3416, 100, 8082, 34386, 50752], "temperature": 0, "avg_logprob": -0.10273017688673369, "compression_ratio": 1.3705882352941177, "no_speech_prob": 1.5808051048726846e-11}, {"id": 182, "seek": 35184, "start": 359.58, "end": 360.58, "text": "跟调度中心", "tokens": [50752, 9678, 8897, 225, 13127, 5975, 7945, 50802], "temperature": 0, "avg_logprob": -0.10273017688673369, "compression_ratio": 1.3705882352941177, "no_speech_prob": 1.5808051048726846e-11}, {"id": 183, "seek": 35184, "start": 360.58, "end": 361.26, "text": "不过", "tokens": [50802, 1960, 16866, 50836], "temperature": 0, "avg_logprob": -0.10273017688673369, "compression_ratio": 1.3705882352941177, "no_speech_prob": 1.5808051048726846e-11}, {"id": 184, "seek": 35184, "start": 361.26, "end": 363.4, "text": "这种模式也有潜在的风险", "tokens": [50836, 5562, 39810, 41908, 27584, 6404, 2412, 35622, 250, 3581, 1546, 47209, 8842, 102, 50943], "temperature": 0, "avg_logprob": -0.10273017688673369, "compression_ratio": 1.3705882352941177, "no_speech_prob": 1.5808051048726846e-11}, {"id": 185, "seek": 35184, "start": 363.4, "end": 364.56, "text": "它的核心价值", "tokens": [50943, 45224, 8987, 116, 7945, 1550, 115, 40242, 51001], "temperature": 0, "avg_logprob": -0.10273017688673369, "compression_ratio": 1.3705882352941177, "no_speech_prob": 1.5808051048726846e-11}, {"id": 186, "seek": 35184, "start": 364.56, "end": 366.78, "text": "高度依赖那些高品质的Harness", "tokens": [51001, 12979, 13127, 3254, 251, 5266, 244, 4184, 13824, 12979, 30246, 18464, 101, 1546, 39, 16937, 51112], "temperature": 0, "avg_logprob": -0.10273017688673369, "compression_ratio": 1.3705882352941177, "no_speech_prob": 1.5808051048726846e-11}, {"id": 187, "seek": 35184, "start": 366.78, "end": 369.52, "text": "但是AI模型迭代的速度实在太快了", "tokens": [51112, 11189, 48698, 41908, 39823, 3316, 255, 19105, 1546, 31217, 13127, 24726, 3581, 9455, 10251, 2289, 51249], "temperature": 0, "avg_logprob": -0.10273017688673369, "compression_ratio": 1.3705882352941177, "no_speech_prob": 1.5808051048726846e-11}, {"id": 188, "seek": 35184, "start": 369.52, "end": 370.73999999999995, "text": "要一直去维护", "tokens": [51249, 4275, 34448, 6734, 10115, 112, 7235, 97, 51310], "temperature": 0, "avg_logprob": -0.10273017688673369, "compression_ratio": 1.3705882352941177, "no_speech_prob": 1.5808051048726846e-11}, {"id": 189, "seek": 35184, "start": 370.73999999999995, "end": 372.59999999999997, "text": "更新所有的Harness", "tokens": [51310, 19002, 12560, 39300, 1546, 39, 16937, 51403], "temperature": 0, "avg_logprob": -0.10273017688673369, "compression_ratio": 1.3705882352941177, "no_speech_prob": 1.5808051048726846e-11}, {"id": 190, "seek": 35184, "start": 372.59999999999997, "end": 374.38, "text": "让它们对最新的模型", "tokens": [51403, 33650, 11284, 9497, 8713, 8661, 12560, 1546, 41908, 39823, 51492], "temperature": 0, "avg_logprob": -0.10273017688673369, "compression_ratio": 1.3705882352941177, "no_speech_prob": 1.5808051048726846e-11}, {"id": 191, "seek": 35184, "start": 374.38, "end": 375.71999999999997, "text": "都能有最好的效果", "tokens": [51492, 7182, 8225, 2412, 8661, 20715, 43076, 9319, 51559], "temperature": 0, "avg_logprob": -0.10273017688673369, "compression_ratio": 1.3705882352941177, "no_speech_prob": 1.5808051048726846e-11}, {"id": 192, "seek": 35184, "start": 375.71999999999997, "end": 377.96, "text": "这会是一个非常巨大的工程挑战", "tokens": [51559, 5562, 12949, 1541, 20182, 14392, 5238, 101, 39156, 23323, 29649, 49067, 1486, 246, 51671], "temperature": 0, "avg_logprob": -0.10273017688673369, "compression_ratio": 1.3705882352941177, "no_speech_prob": 1.5808051048726846e-11}, {"id": 193, "seek": 35184, "start": 377.96, "end": 379.47999999999996, "text": "一旦维护的速度跟不上", "tokens": [51671, 2257, 4479, 99, 10115, 112, 7235, 97, 1546, 31217, 13127, 9678, 1960, 5708, 51747], "temperature": 0, "avg_logprob": -0.10273017688673369, "compression_ratio": 1.3705882352941177, "no_speech_prob": 1.5808051048726846e-11}, {"id": 194, "seek": 35184, "start": 379.47999999999996, "end": 381.55999999999995, "text": "它的效能优势可能很快就没有了", "tokens": [51747, 45224, 43076, 8225, 7384, 246, 5087, 123, 16657, 4563, 10251, 3111, 17944, 2289, 51851], "temperature": 0, "avg_logprob": -0.10273017688673369, "compression_ratio": 1.3705882352941177, "no_speech_prob": 1.5808051048726846e-11}, {"id": 195, "seek": 38156, "start": 381.56, "end": 382.32, "text": "另外", "tokens": [50365, 26202, 50403], "temperature": 0, "avg_logprob": -0.18002726236979166, "compression_ratio": 1.293103448275862, "no_speech_prob": 1.538607782847201e-11}, {"id": 196, "seek": 38156, "start": 382.32, "end": 384.18, "text": "虽然它有原生的沙盒", "tokens": [50403, 12026, 121, 5823, 11284, 2412, 19683, 8244, 1546, 3308, 247, 5419, 240, 50496], "temperature": 0, "avg_logprob": -0.18002726236979166, "compression_ratio": 1.293103448275862, "no_speech_prob": 1.538607782847201e-11}, {"id": 197, "seek": 38156, "start": 384.18, "end": 387.18, "text": "但沙盒的安全性永远是一场猫捉老鼠的游戏", "tokens": [50496, 8395, 3308, 247, 5419, 240, 1546, 45466, 21686, 42503, 3316, 250, 1541, 2257, 50255, 25266, 104, 26075, 231, 10439, 41111, 254, 1546, 9592, 116, 1486, 237, 50646], "temperature": 0, "avg_logprob": -0.18002726236979166, "compression_ratio": 1.293103448275862, "no_speech_prob": 1.538607782847201e-11}, {"id": 198, "seek": 38156, "start": 387.18, "end": 388.94, "text": "任何一个微小的疏忽", "tokens": [50646, 26443, 11906, 20182, 39152, 7322, 1546, 18140, 237, 4263, 121, 50734], "temperature": 0, "avg_logprob": -0.18002726236979166, "compression_ratio": 1.293103448275862, "no_speech_prob": 1.538607782847201e-11}, {"id": 199, "seek": 38156, "start": 388.94, "end": 390.78000000000003, "text": "都可能带来灾难性的后果", "tokens": [50734, 7182, 16657, 4845, 99, 6912, 13290, 122, 46531, 21686, 1546, 13547, 9319, 50826], "temperature": 0, "avg_logprob": -0.18002726236979166, "compression_ratio": 1.293103448275862, "no_speech_prob": 1.538607782847201e-11}, {"id": 200, "seek": 38156, "start": 390.78000000000003, "end": 391.66, "text": "总结来说", "tokens": [50826, 33440, 45641, 6912, 8090, 50870], "temperature": 0, "avg_logprob": -0.18002726236979166, "compression_ratio": 1.293103448275862, "no_speech_prob": 1.538607782847201e-11}, {"id": 201, "seek": 38156, "start": 391.66, "end": 393.34, "text": "Open Interpreter 最重要的贡献", "tokens": [50870, 45569, 5751, 3712, 391, 220, 8661, 24928, 1546, 18464, 94, 25266, 106, 50954], "temperature": 0, "avg_logprob": -0.18002726236979166, "compression_ratio": 1.293103448275862, "no_speech_prob": 1.538607782847201e-11}, {"id": 202, "seek": 38156, "start": 393.34, "end": 396.18, "text": "就是提出并且实践的一个强大", "tokens": [50954, 5620, 20949, 7781, 3509, 114, 20334, 24726, 6563, 113, 1546, 20182, 5702, 118, 3582, 51096], "temperature": 0, "avg_logprob": -0.18002726236979166, "compression_ratio": 1.293103448275862, "no_speech_prob": 1.538607782847201e-11}, {"id": 203, "seek": 38156, "start": 396.18, "end": 398.18, "text": "灵活又经济的解决方案", "tokens": [51096, 13290, 113, 25956, 17047, 30276, 11038, 236, 1546, 17278, 5676, 111, 9249, 28899, 51196], "temperature": 0, "avg_logprob": -0.18002726236979166, "compression_ratio": 1.293103448275862, "no_speech_prob": 1.538607782847201e-11}, {"id": 204, "seek": 38156, "start": 398.18, "end": 401.86, "text": "让开发者可以在自己的电脑上安全的驾驭AI", "tokens": [51196, 33650, 18937, 28926, 12444, 6723, 3581, 17645, 1546, 42182, 27067, 239, 5708, 45466, 1546, 24023, 122, 24023, 255, 48698, 51380], "temperature": 0, "avg_logprob": -0.18002726236979166, "compression_ratio": 1.293103448275862, "no_speech_prob": 1.538607782847201e-11}, {"id": 205, "seek": 38156, "start": 401.86, "end": 403.44, "text": "它不只是一个AI代理程式", "tokens": [51380, 11284, 1960, 36859, 20182, 48698, 19105, 13876, 29649, 27584, 51459], "temperature": 0, "avg_logprob": -0.18002726236979166, "compression_ratio": 1.293103448275862, "no_speech_prob": 1.538607782847201e-11}, {"id": 206, "seek": 38156, "start": 403.44, "end": 405.62, "text": "更可以说是一个代理的代理", "tokens": [51459, 19002, 6723, 8090, 1541, 20182, 19105, 13876, 1546, 19105, 13876, 51568], "temperature": 0, "avg_logprob": -0.18002726236979166, "compression_ratio": 1.293103448275862, "no_speech_prob": 1.538607782847201e-11}, {"id": 207, "seek": 38156, "start": 405.62, "end": 408.94, "text": "一个能够释放各种低成本模型潜力的基础设施", "tokens": [51568, 20182, 8225, 1787, 253, 5873, 232, 12744, 17516, 39810, 41377, 11336, 8802, 41908, 39823, 35622, 250, 13486, 1546, 26008, 38114, 222, 7422, 122, 4307, 121, 51734], "temperature": 0, "avg_logprob": -0.18002726236979166, "compression_ratio": 1.293103448275862, "no_speech_prob": 1.538607782847201e-11}, {"id": 208, "seek": 40894, "start": 408.94, "end": 412.2, "text": "如果你对于AI如何从云端走向终端", "tokens": [50365, 45669, 8713, 37732, 48698, 43526, 35630, 1369, 239, 11957, 107, 9575, 24282, 10115, 230, 11957, 107, 50528], "temperature": 0, "avg_logprob": -0.08987034284151517, "compression_ratio": 1.037037037037037, "no_speech_prob": 1.2727777165544296e-11}, {"id": 209, "seek": 40894, "start": 412.2, "end": 414.82, "text": "以及我们该如何用更聪明的方式", "tokens": [50528, 40282, 15003, 44646, 43526, 9254, 19002, 8171, 103, 11100, 1546, 9249, 27584, 50659], "temperature": 0, "avg_logprob": -0.08987034284151517, "compression_ratio": 1.037037037037037, "no_speech_prob": 1.2727777165544296e-11}, {"id": 210, "seek": 40894, "start": 414.82, "end": 416.58, "text": "跟电脑互动感到好奇", "tokens": [50659, 9678, 42182, 27067, 239, 1369, 240, 34961, 9709, 4511, 2131, 26907, 50747], "temperature": 0, "avg_logprob": -0.08987034284151517, "compression_ratio": 1.037037037037037, "no_speech_prob": 1.2727777165544296e-11}, {"id": 211, "seek": 40894, "start": 416.58, "end": 418.7, "text": "那Open Interpreter 绝对是今年", "tokens": [50747, 4184, 45569, 5751, 3712, 391, 220, 10115, 251, 8713, 1541, 38937, 50853], "temperature": 0, "avg_logprob": -0.08987034284151517, "compression_ratio": 1.037037037037037, "no_speech_prob": 1.2727777165544296e-11}, {"id": 212, "seek": 40894, "start": 418.7, "end": 421.44, "text": "最值得你花时间关注的开源专案之一", "tokens": [50853, 8661, 40242, 5916, 2166, 20127, 44848, 28053, 26432, 1546, 18937, 47402, 940, 241, 28899, 9574, 2257, 50990], "temperature": 0, "avg_logprob": -0.08987034284151517, "compression_ratio": 1.037037037037037, "no_speech_prob": 1.2727777165544296e-11}, {"id": 213, "seek": 42144, "start": 421.44, "end": 423.06, "text": "以上就是今天的GitCoverty", "tokens": [50365, 29497, 5620, 34947, 38, 270, 34, 3570, 874, 50446], "temperature": 0, "avg_logprob": -0.16486990451812744, "compression_ratio": 1.059090909090909, "no_speech_prob": 1.531624480022309e-11}, {"id": 214, "seek": 42144, "start": 423.06, "end": 424.62, "text": "希望这些GitHub Trending专案", "tokens": [50446, 29955, 5562, 13824, 38, 270, 21150, 37417, 278, 940, 241, 28899, 50524], "temperature": 0, "avg_logprob": -0.16486990451812744, "compression_ratio": 1.059090909090909, "no_speech_prob": 1.531624480022309e-11}, {"id": 215, "seek": 42144, "start": 424.62, "end": 426.52, "text": "能为你的开发工作带来灵感", "tokens": [50524, 8225, 13992, 18961, 18937, 28926, 41315, 4845, 99, 6912, 13290, 113, 9709, 50619], "temperature": 0, "avg_logprob": -0.16486990451812744, "compression_ratio": 1.059090909090909, "no_speech_prob": 1.531624480022309e-11}, {"id": 216, "seek": 42144, "start": 426.52, "end": 427.86, "text": "以上这些GitHub Report", "tokens": [50619, 29497, 5562, 13824, 38, 270, 21150, 16057, 50686], "temperature": 0, "avg_logprob": -0.16486990451812744, "compression_ratio": 1.059090909090909, "no_speech_prob": 1.531624480022309e-11}, {"id": 217, "seek": 42144, "start": 427.86, "end": 429.28, "text": "请见下方资讯栏", "tokens": [50686, 27908, 23813, 4438, 9249, 5266, 226, 7422, 107, 8987, 237, 50757], "temperature": 0, "avg_logprob": -0.16486990451812744, "compression_ratio": 1.059090909090909, "no_speech_prob": 1.531624480022309e-11}, {"id": 218, "seek": 42144, "start": 429.28, "end": 430.48, "text": "如果你喜欢这个节目", "tokens": [50757, 45669, 41606, 15368, 45161, 11386, 50817], "temperature": 0, "avg_logprob": -0.16486990451812744, "compression_ratio": 1.059090909090909, "no_speech_prob": 1.531624480022309e-11}, {"id": 219, "seek": 42144, "start": 430.48, "end": 432.08, "text": "别忘了订阅我们的频道", "tokens": [50817, 18453, 26677, 2289, 7422, 95, 10034, 227, 15003, 1546, 39752, 6025, 50897], "temperature": 0, "avg_logprob": -0.16486990451812744, "compression_ratio": 1.059090909090909, "no_speech_prob": 1.531624480022309e-11}, {"id": 220, "seek": 42144, "start": 432.08, "end": 434.04, "text": "我们明天同一时间再见", "tokens": [50897, 15003, 11100, 6135, 13089, 2257, 44848, 44176, 50995], "temperature": 0, "avg_logprob": -0.16486990451812744, "compression_ratio": 1.059090909090909, "no_speech_prob": 1.531624480022309e-11}], "language": "zh"}