{"text": "Kithub一周热点汇总第121期本期的内容包括了DeepSeek的推理加速框架谷歌开源的Agent的设计规范AI价值投资研究框架渗透测试Agent和开发者免费清单最后还是分享两文资料如果觉得内容不错也别忘了点赞和关注上周DeepSeek与北京大学团队联合发布了论文提出了一套全新的大模型推理加速框架Dispark并同步开源了支撑该版本的全赞推测性能解码框架Dispark也就是我们这个项目那它解决的是大模型推理速度的问题现在很多大模型的质量已经很强了但用户真正用的时候最烦的还是两个字太慢尤其是常回答代码生成还有Agent的连续调用的情况模型每多等一秒体验就会变差很多Dispark的核心思路可以理解成为让一个小一点更快的DraftModel先去猜测前面几个Token然后再让大模型来去检查和确认如果猜对了那就少走了几步如果猜错了那就再回退去修正这个方法的关键不仅仅是有一个小模型来去帮忙而且还在于小模型猜的准不准训练的方法好不好还有和模型的配合怎么样在这个项目当中Dipseek依然还是保持了开放的态度论文代码checkpoint还有训练的流程都一并放出官方在readme里也提醒在默认的情况下数据的缓存会非常大比如在千问三4B的默认设置里就可能有几十T这个明显已经不是普通玩家能够体验的项目了按照目前公开的资料线上真实的用户流量当中在系统总吞吐水平相同的情况下Dispark可以将Dipseek V4 Flash的单用户生成速度提升60%到85%将Dipseek V4 Pro的单用户生成速度提升57%到78%同时还需要注意Dipseek最近的另一个消息6月15号Dipseek完成了A轮的融资融资金额超过500亿企业估值接近了4000亿腾讯宁德网易京东都参与了投资此前还有消息阿里也有一投资Dipseek但是最终没有成功真的不是你想投就会要你的钱当然随着Dipseek的融资信号也非常明显Dipseek已经不是一个研究团队的明星公司了而是要进入更商业化的阶段了而像Dispark这样的项目正好可以看出它下一阶段的重点大模型后面的竞争并不单纯的是比谁的benchmark更高也要看谁能够把模型跑得更便宜更快更稳尤其是在算力还有高端的GPU受限的背景下第二个项目是Google LabCode开源的design.md这个项目最近在Github上非常火已经有超过2万多的Star它做的事情也很简单给AI编程Agent一个描述设计系统的标准文件大家用AI做前端的时候可能都会遇到过类似的问题比如你让它做一个页面它可能这一轮做的不错下一轮你让它加一个弹窗它顺便把按钮的样式也给你换了这个不是模型不会去做设计而是它没有一个稳定的品牌和视觉的记忆design.md就是为了解决这个问题它把一个产品的视觉身份写成了一个Markdown文件前半部分是压谋front matter放机器可读的design tokens比如像颜色字体圆角兼具组件样式后半部分是Markdown正文去解释这些设计是怎么使用比如这个品牌应该是严肃的年轻的还是偏工具感的这个项目建议去配合Google Stitch来去使用更容易去理解那Stitch是Google做UI的一个AI生成工具而Design.md可以在Stitch里面去导入和导出比如你在Stitch里面设计了一个项目然后就可以导出一个Design.md这样你的设计风格就可以实现跨项目跨工具当然目前它还是α阶段离真正的成为行业标准的还有一段距离但是从中我们也能看到未来的AI前端的趋势还是更加偏向于稳定化和工程化第三个项目是AI伯克希尔你如果不知道什么是伯克希尔的话那股神巴菲特总应该听说过他的公司就是伯克希尔经过60年的经营巴菲特让投资人的股价增长了55000倍可以说是价值投资的一个典范那本项目就是一套同时兼容Cloud Code和Codex的投资研究Skill合集项目把巴菲特、芒格、段永平、李璐这四位价值投资代表人物的方法论拆成了18个可以被AI agent执行的研究技能那项目一开始作者也说了这个不是纸上谈兵而是他真金白银的投资体系也晒出了自己近几年的历史投资的收益情况那使用的话比如在Codex当中你直接把项目的地址发给他然后让他去安装就可以现在的Skill安装确实比较容易那接下来你就可以用他去做公司的深度研究财报精选、行业筛选或者是持舱的管理那AI伯克希尔的做法就是把投研的过程工程化拆成4个agent分别从不同的角度来去独立的研究然后再由team lead去综合那另外还有一点就是这个项目其实它给你提供的是一种价值投资的辅助并不是告诉你这个股票明天到底会涨还是会跌当然最后还是要说一句股市有风险投资需谨慎大A不是一般人能玩明白的第四个项目Strix是一个开源的AI渗透测试工具它做的事情就是让AI agent像真正的黑客一样去发现验证并且修复你的应用漏洞传统的安全扫描工具最大的问题是误报很多那Strix想解决的就是中间的地带它不只是去做扫描而是动态运行代码尝试修复利用漏洞并且生成真实的POC那它内置的能力比较完整包括了像侦查漏洞利用验证浏览器自动化HTTP代理Share命令执行Python的沙箱还有静态的动态的代码分析你可以用它去扫描本地的代码库也可以扫描Github的仓库或者是做黑盒的外部应用测试使用的方法也比较简单使用安装脚本一键安装然后再配置一个大模型的provider然后再执行命令就可以开始去检查了它支持headless模式和Github Action你可以把它配到你的CICD流程里那我觉得从趋势上来说AI安全测试一定会越来越重要现在代码生成的速度那是越来越快漏洞产生的速度也会越来越快如果完全靠人工的安全评审成本太高了像本项目这种一体化的安全测试Agent未来很可能是DevSecOps里面最常见的一类工具最后一个项目Free4Dev是一个非常老牌也非常实用的资源清单目前已经接近了13万的STAR它整理了各种对开发者有免费额度的SaaSPaaSS和开发工具比如像云服器对象存储数据库CICD还有日志邮件身份证证等等的工具然后这个项目最有价值的地方不仅仅是在于免费两个字而是它帮你节省了大量的筛选时间现在很多的服务都有这种免费的额度但是制度是五花八门的有很多是每月按照请求的次数也有按照流量的还有比如按照时间一年免费的你如果一个一个的去官网查看会比较浪费时间如果你是独立开发者学生或者是开源作者的话这个仓库还是很值得搜长的比如你想快速的上线一个小工具可以先在里面找到免费的数据库拓管平台还有邮件的服务和监控等项目真正有了用户有了收入再考虑升级成付费的方案当然免费的服务也不是没有代价的它的额度地区还有稳定性还有风控等等的都有可能变化所以比较重要的一点就是在项目的开始也要做好完备的迁移的方案当你需要的时候可以随时的迁走最后还是分享两份资料第一份是罗兰贝格的跨越AI价值鸿沟AI落地速度远和远超商业变现速度企业又当如何破局这份报告当时我看到名字的时候就下了很多企业的AI部署速度很快预算也在涨但是真正赚到钱的提升利润的速度却没有跟上报告里面也把这种现象叫做AI价值鸿沟甚至有点像是一场无利润的繁荣而且我觉得这也是一个目前非常普遍的现象确实很值得去研究和讨论第二份是德勤的物理AI开启加速新纪元如果你关注大A市场的话这周其实有个大消息就是语数过会了也就是语数很快就要上市了这个时候我们更应该来关注一下未来的机器人和聚身智能这些物理AI相关的内容了这个报告里也提到真正的把物理AI融入到运营的企业比例其实不高在未来几年还是有明显的预期提升的有需要的可以告诉我以上就是本期的全部内容我们下次再见", "segments": [{"id": 0, "seek": 0, "start": 0.0, "end": 2.56, "text": "Kithub一周热点汇总第121期", "tokens": [50365, 42, 355, 836, 2257, 37390, 23661, 255, 12579, 12800, 229, 33440, 7536, 16, 4436, 16786, 50493], "temperature": 0, "avg_logprob": -0.08985138912590182, "compression_ratio": 1.2215743440233235, "no_speech_prob": 1.805375120234043e-11}, {"id": 1, "seek": 0, "start": 2.56, "end": 5.76, "text": "本期的内容包括了DeepSeek的推理加速框架", "tokens": [50493, 8802, 16786, 1546, 34742, 25750, 41828, 2289, 11089, 595, 10637, 916, 1546, 33597, 13876, 9990, 31217, 21416, 228, 7360, 114, 50653], "temperature": 0, "avg_logprob": -0.08985138912590182, "compression_ratio": 1.2215743440233235, "no_speech_prob": 1.805375120234043e-11}, {"id": 2, "seek": 0, "start": 5.76, "end": 7.76, "text": "谷歌开源的Agent的设计规范", "tokens": [50653, 8897, 115, 29582, 18937, 47402, 1546, 32, 6930, 1546, 7422, 122, 7422, 94, 6758, 226, 27395, 225, 50753], "temperature": 0, "avg_logprob": -0.08985138912590182, "compression_ratio": 1.2215743440233235, "no_speech_prob": 1.805375120234043e-11}, {"id": 3, "seek": 0, "start": 7.76, "end": 9.620000000000001, "text": "AI价值投资研究框架", "tokens": [50753, 48698, 1550, 115, 40242, 37094, 5266, 226, 23230, 242, 44704, 21416, 228, 7360, 114, 50846], "temperature": 0, "avg_logprob": -0.08985138912590182, "compression_ratio": 1.2215743440233235, "no_speech_prob": 1.805375120234043e-11}, {"id": 4, "seek": 0, "start": 9.620000000000001, "end": 12.56, "text": "渗透测试Agent和开发者免费清单", "tokens": [50846, 9592, 245, 45808, 11038, 233, 5233, 243, 32, 6930, 12565, 18937, 28926, 12444, 2347, 235, 18464, 117, 21784, 47446, 50993], "temperature": 0, "avg_logprob": -0.08985138912590182, "compression_ratio": 1.2215743440233235, "no_speech_prob": 1.805375120234043e-11}, {"id": 5, "seek": 0, "start": 12.56, "end": 14.38, "text": "最后还是分享两文资料", "tokens": [50993, 8661, 13547, 45726, 30855, 36257, 17174, 5266, 226, 33404, 51084], "temperature": 0, "avg_logprob": -0.08985138912590182, "compression_ratio": 1.2215743440233235, "no_speech_prob": 1.805375120234043e-11}, {"id": 6, "seek": 0, "start": 14.38, "end": 15.58, "text": "如果觉得内容不错", "tokens": [51084, 13119, 29992, 34742, 25750, 1960, 29900, 51144], "temperature": 0, "avg_logprob": -0.08985138912590182, "compression_ratio": 1.2215743440233235, "no_speech_prob": 1.805375120234043e-11}, {"id": 7, "seek": 0, "start": 15.58, "end": 17.06, "text": "也别忘了点赞和关注", "tokens": [51144, 6404, 18453, 26677, 2289, 12579, 5266, 252, 12565, 28053, 26432, 51218], "temperature": 0, "avg_logprob": -0.08985138912590182, "compression_ratio": 1.2215743440233235, "no_speech_prob": 1.805375120234043e-11}, {"id": 8, "seek": 0, "start": 17.06, "end": 21.56, "text": "上周DeepSeek与北京大学团队联合发布了论文", "tokens": [51218, 5708, 37390, 11089, 595, 10637, 916, 940, 236, 26668, 31375, 3582, 29618, 3919, 95, 10034, 253, 8171, 242, 14245, 28926, 34688, 2289, 7422, 118, 17174, 51443], "temperature": 0, "avg_logprob": -0.08985138912590182, "compression_ratio": 1.2215743440233235, "no_speech_prob": 1.805375120234043e-11}, {"id": 9, "seek": 0, "start": 21.56, "end": 25.42, "text": "提出了一套全新的大模型推理加速框架Dispark", "tokens": [51443, 20949, 7781, 2289, 2257, 1881, 245, 11319, 12560, 1546, 3582, 41908, 39823, 33597, 13876, 9990, 31217, 21416, 228, 7360, 114, 35, 7631, 809, 51636], "temperature": 0, "avg_logprob": -0.08985138912590182, "compression_ratio": 1.2215743440233235, "no_speech_prob": 1.805375120234043e-11}, {"id": 10, "seek": 0, "start": 25.42, "end": 27.84, "text": "并同步开源了支撑该版本的", "tokens": [51636, 3509, 114, 13089, 31429, 18937, 47402, 2289, 24400, 20559, 239, 44646, 42096, 8802, 1546, 51757], "temperature": 0, "avg_logprob": -0.08985138912590182, "compression_ratio": 1.2215743440233235, "no_speech_prob": 1.805375120234043e-11}, {"id": 11, "seek": 2784, "start": 27.84, "end": 30.18, "text": "全赞推测性能解码框架Dispark", "tokens": [50365, 11319, 5266, 252, 33597, 11038, 233, 21686, 8225, 17278, 23230, 223, 21416, 228, 7360, 114, 35, 7631, 809, 50482], "temperature": 0, "avg_logprob": -0.08929901123046875, "compression_ratio": 1.2654155495978552, "no_speech_prob": 1.416656549013684e-11}, {"id": 12, "seek": 2784, "start": 30.18, "end": 31.7, "text": "也就是我们这个项目", "tokens": [50482, 6404, 5620, 15003, 15368, 10178, 117, 11386, 50558], "temperature": 0, "avg_logprob": -0.08929901123046875, "compression_ratio": 1.2654155495978552, "no_speech_prob": 1.416656549013684e-11}, {"id": 13, "seek": 2784, "start": 31.7, "end": 34.74, "text": "那它解决的是大模型推理速度的问题", "tokens": [50558, 4184, 11284, 17278, 5676, 111, 24620, 3582, 41908, 39823, 33597, 13876, 31217, 13127, 1546, 34069, 50710], "temperature": 0, "avg_logprob": -0.08929901123046875, "compression_ratio": 1.2654155495978552, "no_speech_prob": 1.416656549013684e-11}, {"id": 14, "seek": 2784, "start": 34.74, "end": 37.72, "text": "现在很多大模型的质量已经很强了", "tokens": [50710, 25040, 20778, 3582, 41908, 39823, 1546, 18464, 101, 26748, 49161, 4563, 5702, 118, 2289, 50859], "temperature": 0, "avg_logprob": -0.08929901123046875, "compression_ratio": 1.2654155495978552, "no_speech_prob": 1.416656549013684e-11}, {"id": 15, "seek": 2784, "start": 37.72, "end": 39.6, "text": "但用户真正用的时候", "tokens": [50859, 8395, 9254, 1486, 115, 6303, 15789, 9254, 49873, 50953], "temperature": 0, "avg_logprob": -0.08929901123046875, "compression_ratio": 1.2654155495978552, "no_speech_prob": 1.416656549013684e-11}, {"id": 16, "seek": 2784, "start": 39.6, "end": 41.36, "text": "最烦的还是两个字太慢", "tokens": [50953, 8661, 23661, 99, 1546, 45726, 36257, 7549, 22381, 9455, 20645, 51041], "temperature": 0, "avg_logprob": -0.08929901123046875, "compression_ratio": 1.2654155495978552, "no_speech_prob": 1.416656549013684e-11}, {"id": 17, "seek": 2784, "start": 41.36, "end": 43.54, "text": "尤其是常回答代码生成", "tokens": [51041, 1530, 97, 9572, 1541, 11279, 8350, 28223, 19105, 23230, 223, 8244, 11336, 51150], "temperature": 0, "avg_logprob": -0.08929901123046875, "compression_ratio": 1.2654155495978552, "no_speech_prob": 1.416656549013684e-11}, {"id": 18, "seek": 2784, "start": 43.54, "end": 45.16, "text": "还有Agent的连续调用的情况", "tokens": [51150, 35091, 32, 6930, 1546, 3316, 252, 10115, 255, 8897, 225, 9254, 1546, 46514, 51231], "temperature": 0, "avg_logprob": -0.08929901123046875, "compression_ratio": 1.2654155495978552, "no_speech_prob": 1.416656549013684e-11}, {"id": 19, "seek": 2784, "start": 45.16, "end": 48.519999999999996, "text": "模型每多等一秒体验就会变差很多", "tokens": [51231, 41908, 39823, 23664, 6392, 10187, 2257, 20956, 29485, 49657, 234, 3111, 12949, 2129, 246, 21679, 20778, 51399], "temperature": 0, "avg_logprob": -0.08929901123046875, "compression_ratio": 1.2654155495978552, "no_speech_prob": 1.416656549013684e-11}, {"id": 20, "seek": 2784, "start": 48.519999999999996, "end": 50.82, "text": "Dispark的核心思路可以理解成为", "tokens": [51399, 35, 7631, 809, 1546, 8987, 116, 7945, 8870, 24658, 6723, 13876, 17278, 11336, 13992, 51514], "temperature": 0, "avg_logprob": -0.08929901123046875, "compression_ratio": 1.2654155495978552, "no_speech_prob": 1.416656549013684e-11}, {"id": 21, "seek": 2784, "start": 50.82, "end": 52.92, "text": "让一个小一点更快的DraftModel", "tokens": [51514, 33650, 20182, 7322, 49042, 19002, 10251, 1546, 35, 4469, 44, 41147, 51619], "temperature": 0, "avg_logprob": -0.08929901123046875, "compression_ratio": 1.2654155495978552, "no_speech_prob": 1.416656549013684e-11}, {"id": 22, "seek": 2784, "start": 52.92, "end": 54.7, "text": "先去猜测前面几个Token", "tokens": [51619, 10108, 6734, 25266, 250, 11038, 233, 8945, 8833, 6336, 254, 7549, 51, 8406, 51708], "temperature": 0, "avg_logprob": -0.08929901123046875, "compression_ratio": 1.2654155495978552, "no_speech_prob": 1.416656549013684e-11}, {"id": 23, "seek": 2784, "start": 54.7, "end": 57.66, "text": "然后再让大模型来去检查和确认", "tokens": [51708, 26636, 8623, 33650, 3582, 41908, 39823, 6912, 6734, 16407, 222, 42623, 12565, 38114, 106, 7422, 97, 51856], "temperature": 0, "avg_logprob": -0.08929901123046875, "compression_ratio": 1.2654155495978552, "no_speech_prob": 1.416656549013684e-11}, {"id": 24, "seek": 5766, "start": 57.66, "end": 59.48, "text": "如果猜对了那就少走了几步", "tokens": [50365, 13119, 25266, 250, 8713, 2289, 46887, 15686, 35267, 6336, 254, 31429, 50456], "temperature": 0, "avg_logprob": -0.10869527710270761, "compression_ratio": 1.3211267605633803, "no_speech_prob": 1.5153390695021862e-11}, {"id": 25, "seek": 5766, "start": 59.48, "end": 61.919999999999995, "text": "如果猜错了那就再回退去修正", "tokens": [50456, 13119, 25266, 250, 29900, 2289, 46887, 8623, 8350, 46361, 6734, 7792, 106, 15789, 50578], "temperature": 0, "avg_logprob": -0.10869527710270761, "compression_ratio": 1.3211267605633803, "no_speech_prob": 1.5153390695021862e-11}, {"id": 26, "seek": 5766, "start": 61.919999999999995, "end": 65.61999999999999, "text": "这个方法的关键不仅仅是有一个小模型来去帮忙", "tokens": [50578, 15368, 9249, 11148, 1546, 28053, 23049, 106, 1960, 1550, 227, 1550, 227, 1541, 2412, 20182, 7322, 41908, 39823, 6912, 6734, 4845, 106, 48839, 50763], "temperature": 0, "avg_logprob": -0.10869527710270761, "compression_ratio": 1.3211267605633803, "no_speech_prob": 1.5153390695021862e-11}, {"id": 27, "seek": 5766, "start": 65.61999999999999, "end": 68.03999999999999, "text": "而且还在于小模型猜的准不准", "tokens": [50763, 22942, 14852, 3581, 37732, 7322, 41908, 39823, 25266, 250, 1546, 6336, 228, 1960, 6336, 228, 50884], "temperature": 0, "avg_logprob": -0.10869527710270761, "compression_ratio": 1.3211267605633803, "no_speech_prob": 1.5153390695021862e-11}, {"id": 28, "seek": 5766, "start": 68.03999999999999, "end": 69.36, "text": "训练的方法好不好", "tokens": [50884, 7422, 255, 10115, 225, 1546, 9249, 11148, 34291, 50950], "temperature": 0, "avg_logprob": -0.10869527710270761, "compression_ratio": 1.3211267605633803, "no_speech_prob": 1.5153390695021862e-11}, {"id": 29, "seek": 5766, "start": 69.36, "end": 71.28, "text": "还有和模型的配合怎么样", "tokens": [50950, 35091, 12565, 41908, 39823, 1546, 38846, 14245, 48200, 51046], "temperature": 0, "avg_logprob": -0.10869527710270761, "compression_ratio": 1.3211267605633803, "no_speech_prob": 1.5153390695021862e-11}, {"id": 30, "seek": 5766, "start": 71.28, "end": 72.44, "text": "在这个项目当中", "tokens": [51046, 3581, 15368, 10178, 117, 11386, 16233, 5975, 51104], "temperature": 0, "avg_logprob": -0.10869527710270761, "compression_ratio": 1.3211267605633803, "no_speech_prob": 1.5153390695021862e-11}, {"id": 31, "seek": 5766, "start": 72.44, "end": 74.78, "text": "Dipseek依然还是保持了开放的态度", "tokens": [51104, 35, 647, 405, 916, 3254, 251, 5823, 45726, 24302, 17694, 2289, 18937, 12744, 1546, 3757, 223, 13127, 51221], "temperature": 0, "avg_logprob": -0.10869527710270761, "compression_ratio": 1.3211267605633803, "no_speech_prob": 1.5153390695021862e-11}, {"id": 32, "seek": 5766, "start": 74.78, "end": 76.28, "text": "论文代码checkpoint", "tokens": [51221, 7422, 118, 17174, 19105, 23230, 223, 15723, 6053, 51296], "temperature": 0, "avg_logprob": -0.10869527710270761, "compression_ratio": 1.3211267605633803, "no_speech_prob": 1.5153390695021862e-11}, {"id": 33, "seek": 5766, "start": 76.28, "end": 78.14, "text": "还有训练的流程都一并放出", "tokens": [51296, 35091, 7422, 255, 10115, 225, 1546, 27854, 29649, 7182, 2257, 3509, 114, 12744, 7781, 51389], "temperature": 0, "avg_logprob": -0.10869527710270761, "compression_ratio": 1.3211267605633803, "no_speech_prob": 1.5153390695021862e-11}, {"id": 34, "seek": 5766, "start": 78.14, "end": 80.06, "text": "官方在readme里也提醒", "tokens": [51389, 31929, 9249, 3581, 2538, 1398, 15759, 6404, 20949, 40796, 51485], "temperature": 0, "avg_logprob": -0.10869527710270761, "compression_ratio": 1.3211267605633803, "no_speech_prob": 1.5153390695021862e-11}, {"id": 35, "seek": 5766, "start": 80.06, "end": 81.25999999999999, "text": "在默认的情况下", "tokens": [51485, 3581, 6173, 246, 7422, 97, 1546, 46514, 4438, 51545], "temperature": 0, "avg_logprob": -0.10869527710270761, "compression_ratio": 1.3211267605633803, "no_speech_prob": 1.5153390695021862e-11}, {"id": 36, "seek": 5766, "start": 81.25999999999999, "end": 83.28, "text": "数据的缓存会非常大", "tokens": [51545, 33188, 26075, 106, 1546, 38109, 241, 39781, 12949, 14392, 3582, 51646], "temperature": 0, "avg_logprob": -0.10869527710270761, "compression_ratio": 1.3211267605633803, "no_speech_prob": 1.5153390695021862e-11}, {"id": 37, "seek": 5766, "start": 83.28, "end": 86.14, "text": "比如在千问三4B的默认设置里", "tokens": [51646, 36757, 3581, 20787, 22064, 10960, 19, 33, 1546, 6173, 246, 7422, 97, 7422, 122, 34719, 15759, 51789], "temperature": 0, "avg_logprob": -0.10869527710270761, "compression_ratio": 1.3211267605633803, "no_speech_prob": 1.5153390695021862e-11}, {"id": 38, "seek": 8614, "start": 86.14, "end": 87.32000000000001, "text": "就可能有几十T", "tokens": [50365, 3111, 16657, 2412, 6336, 254, 20145, 51, 50424], "temperature": 0, "avg_logprob": -0.10477498498293433, "compression_ratio": 1.0304347826086957, "no_speech_prob": 1.6580977910130024e-11}, {"id": 39, "seek": 8614, "start": 87.32000000000001, "end": 90.96000000000001, "text": "这个明显已经不是普通玩家能够体验的项目了", "tokens": [50424, 15368, 11100, 1431, 122, 49161, 7296, 29993, 19550, 19912, 5155, 8225, 1787, 253, 29485, 49657, 234, 1546, 10178, 117, 11386, 2289, 50606], "temperature": 0, "avg_logprob": -0.10477498498293433, "compression_ratio": 1.0304347826086957, "no_speech_prob": 1.6580977910130024e-11}, {"id": 40, "seek": 8614, "start": 90.96000000000001, "end": 92.62, "text": "按照目前公开的资料", "tokens": [50606, 26613, 32150, 39004, 13545, 18937, 1546, 5266, 226, 33404, 50689], "temperature": 0, "avg_logprob": -0.10477498498293433, "compression_ratio": 1.0304347826086957, "no_speech_prob": 1.6580977910130024e-11}, {"id": 41, "seek": 8614, "start": 92.62, "end": 94.52, "text": "线上真实的用户流量当中", "tokens": [50689, 16853, 123, 5708, 6303, 24726, 1546, 9254, 1486, 115, 27854, 26748, 16233, 5975, 50784], "temperature": 0, "avg_logprob": -0.10477498498293433, "compression_ratio": 1.0304347826086957, "no_speech_prob": 1.6580977910130024e-11}, {"id": 42, "seek": 8614, "start": 94.52, "end": 97.42, "text": "在系统总吞吐水平相同的情况下", "tokens": [50784, 3581, 25368, 10115, 253, 33440, 2392, 252, 2392, 238, 15590, 16716, 15106, 13089, 1546, 46514, 4438, 50929], "temperature": 0, "avg_logprob": -0.10477498498293433, "compression_ratio": 1.0304347826086957, "no_speech_prob": 1.6580977910130024e-11}, {"id": 43, "seek": 8614, "start": 97.42, "end": 100.88, "text": "Dispark可以将Dipseek V4 Flash的单用户生成速度", "tokens": [50929, 35, 7631, 809, 6723, 45456, 35, 647, 405, 916, 691, 19, 20232, 1546, 47446, 9254, 1486, 115, 8244, 11336, 31217, 13127, 51102], "temperature": 0, "avg_logprob": -0.10477498498293433, "compression_ratio": 1.0304347826086957, "no_speech_prob": 1.6580977910130024e-11}, {"id": 44, "seek": 10088, "start": 100.88, "end": 103.19999999999999, "text": "提升60%到85%", "tokens": [50365, 20949, 41670, 4550, 4, 4511, 19287, 4, 50481], "temperature": 0, "avg_logprob": -0.1419150071337044, "compression_ratio": 1.205298013245033, "no_speech_prob": 2.006192781345284e-11}, {"id": 45, "seek": 10088, "start": 103.19999999999999, "end": 107.36, "text": "将Dipseek V4 Pro的单用户生成速度提升57%到78%", "tokens": [50481, 45456, 35, 647, 405, 916, 691, 19, 1705, 1546, 47446, 9254, 1486, 115, 8244, 11336, 31217, 13127, 20949, 41670, 19004, 4, 4511, 30693, 4, 50689], "temperature": 0, "avg_logprob": -0.1419150071337044, "compression_ratio": 1.205298013245033, "no_speech_prob": 2.006192781345284e-11}, {"id": 46, "seek": 10088, "start": 107.36, "end": 109.16, "text": "同时还需要注意", "tokens": [50689, 13089, 15729, 14852, 35748, 40794, 50779], "temperature": 0, "avg_logprob": -0.1419150071337044, "compression_ratio": 1.205298013245033, "no_speech_prob": 2.006192781345284e-11}, {"id": 47, "seek": 10088, "start": 109.16, "end": 110.92, "text": "Dipseek最近的另一个消息", "tokens": [50779, 35, 647, 405, 916, 46777, 1546, 22762, 20182, 28837, 26460, 50867], "temperature": 0, "avg_logprob": -0.1419150071337044, "compression_ratio": 1.205298013245033, "no_speech_prob": 2.006192781345284e-11}, {"id": 48, "seek": 10088, "start": 110.92, "end": 112.06, "text": "6月15号", "tokens": [50867, 21, 6939, 5211, 26987, 50924], "temperature": 0, "avg_logprob": -0.1419150071337044, "compression_ratio": 1.205298013245033, "no_speech_prob": 2.006192781345284e-11}, {"id": 49, "seek": 10088, "start": 112.06, "end": 113.97999999999999, "text": "Dipseek完成了A轮的融资", "tokens": [50924, 35, 647, 405, 916, 41509, 2289, 32, 17819, 106, 1546, 43772, 235, 5266, 226, 51020], "temperature": 0, "avg_logprob": -0.1419150071337044, "compression_ratio": 1.205298013245033, "no_speech_prob": 2.006192781345284e-11}, {"id": 50, "seek": 10088, "start": 113.97999999999999, "end": 116.06, "text": "融资金额超过500亿", "tokens": [51020, 43772, 235, 5266, 226, 19117, 12501, 251, 19869, 16866, 7526, 1369, 123, 51124], "temperature": 0, "avg_logprob": -0.1419150071337044, "compression_ratio": 1.205298013245033, "no_speech_prob": 2.006192781345284e-11}, {"id": 51, "seek": 10088, "start": 116.06, "end": 118.39999999999999, "text": "企业估值接近了4000亿", "tokens": [51124, 7384, 223, 940, 248, 7384, 108, 40242, 14468, 17463, 2289, 19, 1360, 1369, 123, 51241], "temperature": 0, "avg_logprob": -0.1419150071337044, "compression_ratio": 1.205298013245033, "no_speech_prob": 2.006192781345284e-11}, {"id": 52, "seek": 10088, "start": 118.39999999999999, "end": 119.47999999999999, "text": "腾讯宁德", "tokens": [51241, 21184, 122, 7422, 107, 2415, 223, 35898, 51295], "temperature": 0, "avg_logprob": -0.1419150071337044, "compression_ratio": 1.205298013245033, "no_speech_prob": 2.006192781345284e-11}, {"id": 53, "seek": 10088, "start": 119.47999999999999, "end": 121.3, "text": "网易京东都参与了投资", "tokens": [51295, 16469, 239, 31962, 31375, 38409, 7182, 2129, 224, 940, 236, 2289, 37094, 5266, 226, 51386], "temperature": 0, "avg_logprob": -0.1419150071337044, "compression_ratio": 1.205298013245033, "no_speech_prob": 2.006192781345284e-11}, {"id": 54, "seek": 10088, "start": 121.3, "end": 122.69999999999999, "text": "此前还有消息", "tokens": [51386, 17947, 8945, 35091, 28837, 26460, 51456], "temperature": 0, "avg_logprob": -0.1419150071337044, "compression_ratio": 1.205298013245033, "no_speech_prob": 2.006192781345284e-11}, {"id": 55, "seek": 10088, "start": 122.69999999999999, "end": 124.39999999999999, "text": "阿里也有一投资Dipseek", "tokens": [51456, 13594, 15759, 6404, 32241, 37094, 5266, 226, 35, 647, 405, 916, 51541], "temperature": 0, "avg_logprob": -0.1419150071337044, "compression_ratio": 1.205298013245033, "no_speech_prob": 2.006192781345284e-11}, {"id": 56, "seek": 10088, "start": 124.39999999999999, "end": 125.89999999999999, "text": "但是最终没有成功", "tokens": [51541, 11189, 8661, 10115, 230, 17944, 11336, 32311, 51616], "temperature": 0, "avg_logprob": -0.1419150071337044, "compression_ratio": 1.205298013245033, "no_speech_prob": 2.006192781345284e-11}, {"id": 57, "seek": 10088, "start": 125.89999999999999, "end": 128.46, "text": "真的不是你想投就会要你的钱", "tokens": [51616, 8034, 7296, 38386, 37094, 3111, 12949, 4275, 18961, 39623, 51744], "temperature": 0, "avg_logprob": -0.1419150071337044, "compression_ratio": 1.205298013245033, "no_speech_prob": 2.006192781345284e-11}, {"id": 58, "seek": 12846, "start": 128.46, "end": 131.84, "text": "当然随着Dipseek的融资信号也非常明显", "tokens": [50365, 40486, 10673, 237, 20708, 35, 647, 405, 916, 1546, 43772, 235, 5266, 226, 17665, 26987, 6404, 14392, 11100, 1431, 122, 50534], "temperature": 0, "avg_logprob": -0.08036721649990287, "compression_ratio": 1.2038567493112948, "no_speech_prob": 1.6194290700100034e-11}, {"id": 59, "seek": 12846, "start": 131.84, "end": 135.22, "text": "Dipseek已经不是一个研究团队的明星公司了", "tokens": [50534, 35, 647, 405, 916, 49161, 7296, 20182, 23230, 242, 44704, 3919, 95, 10034, 253, 1546, 11100, 20682, 13545, 32981, 2289, 50703], "temperature": 0, "avg_logprob": -0.08036721649990287, "compression_ratio": 1.2038567493112948, "no_speech_prob": 1.6194290700100034e-11}, {"id": 60, "seek": 12846, "start": 135.22, "end": 137.5, "text": "而是要进入更商业化的阶段了", "tokens": [50703, 11070, 1541, 4275, 36700, 14028, 19002, 45581, 940, 248, 23756, 1546, 10034, 114, 28427, 2289, 50817], "temperature": 0, "avg_logprob": -0.08036721649990287, "compression_ratio": 1.2038567493112948, "no_speech_prob": 1.6194290700100034e-11}, {"id": 61, "seek": 12846, "start": 137.5, "end": 139.16, "text": "而像Dispark这样的项目", "tokens": [50817, 11070, 12760, 35, 7631, 809, 21209, 1546, 10178, 117, 11386, 50900], "temperature": 0, "avg_logprob": -0.08036721649990287, "compression_ratio": 1.2038567493112948, "no_speech_prob": 1.6194290700100034e-11}, {"id": 62, "seek": 12846, "start": 139.16, "end": 141.28, "text": "正好可以看出它下一阶段的重点", "tokens": [50900, 15789, 2131, 6723, 4200, 7781, 11284, 45271, 10034, 114, 28427, 1546, 12624, 12579, 51006], "temperature": 0, "avg_logprob": -0.08036721649990287, "compression_ratio": 1.2038567493112948, "no_speech_prob": 1.6194290700100034e-11}, {"id": 63, "seek": 12846, "start": 141.28, "end": 143.10000000000002, "text": "大模型后面的竞争", "tokens": [51006, 3582, 41908, 39823, 13547, 8833, 1546, 11957, 252, 1369, 231, 51097], "temperature": 0, "avg_logprob": -0.08036721649990287, "compression_ratio": 1.2038567493112948, "no_speech_prob": 1.6194290700100034e-11}, {"id": 64, "seek": 12846, "start": 143.10000000000002, "end": 145.64000000000001, "text": "并不单纯的是比谁的benchmark更高", "tokens": [51097, 3509, 114, 1960, 47446, 16853, 107, 24620, 11706, 33556, 1546, 47244, 5638, 19002, 12979, 51224], "temperature": 0, "avg_logprob": -0.08036721649990287, "compression_ratio": 1.2038567493112948, "no_speech_prob": 1.6194290700100034e-11}, {"id": 65, "seek": 12846, "start": 145.64000000000001, "end": 148.32, "text": "也要看谁能够把模型跑得更便宜", "tokens": [51224, 6404, 4275, 4200, 33556, 8225, 1787, 253, 16075, 41908, 39823, 32585, 5916, 19002, 27364, 2415, 250, 51358], "temperature": 0, "avg_logprob": -0.08036721649990287, "compression_ratio": 1.2038567493112948, "no_speech_prob": 1.6194290700100034e-11}, {"id": 66, "seek": 12846, "start": 148.32, "end": 149.12, "text": "更快更稳", "tokens": [51358, 19002, 10251, 19002, 10415, 111, 51398], "temperature": 0, "avg_logprob": -0.08036721649990287, "compression_ratio": 1.2038567493112948, "no_speech_prob": 1.6194290700100034e-11}, {"id": 67, "seek": 12846, "start": 149.12, "end": 152.62, "text": "尤其是在算力还有高端的GPU受限的背景下", "tokens": [51398, 1530, 97, 9572, 1541, 3581, 19497, 13486, 35091, 12979, 11957, 107, 1546, 38, 8115, 23151, 43446, 1546, 46329, 50218, 4438, 51573], "temperature": 0, "avg_logprob": -0.08036721649990287, "compression_ratio": 1.2038567493112948, "no_speech_prob": 1.6194290700100034e-11}, {"id": 68, "seek": 12846, "start": 152.62, "end": 156.68, "text": "第二个项目是Google LabCode开源的design.md", "tokens": [51573, 19693, 7549, 10178, 117, 11386, 1541, 12104, 3127, 10137, 34, 1429, 18937, 47402, 1546, 14792, 788, 13, 76, 67, 51776], "temperature": 0, "avg_logprob": -0.08036721649990287, "compression_ratio": 1.2038567493112948, "no_speech_prob": 1.6194290700100034e-11}, {"id": 69, "seek": 15668, "start": 156.68, "end": 159.04000000000002, "text": "这个项目最近在Github上非常火", "tokens": [50365, 15368, 10178, 117, 11386, 46777, 3581, 38, 355, 836, 5708, 14392, 26171, 50483], "temperature": 0, "avg_logprob": -0.08324722367890026, "compression_ratio": 1.3087431693989071, "no_speech_prob": 1.7270676208602787e-11}, {"id": 70, "seek": 15668, "start": 159.04000000000002, "end": 160.84, "text": "已经有超过2万多的Star", "tokens": [50483, 49161, 2412, 19869, 16866, 17, 23570, 6392, 1546, 24659, 50573], "temperature": 0, "avg_logprob": -0.08324722367890026, "compression_ratio": 1.3087431693989071, "no_speech_prob": 1.7270676208602787e-11}, {"id": 71, "seek": 15668, "start": 160.84, "end": 162.72, "text": "它做的事情也很简单", "tokens": [50573, 11284, 10907, 1546, 24675, 6404, 4563, 11249, 222, 47446, 50667], "temperature": 0, "avg_logprob": -0.08324722367890026, "compression_ratio": 1.3087431693989071, "no_speech_prob": 1.7270676208602787e-11}, {"id": 72, "seek": 15668, "start": 162.72, "end": 166.46, "text": "给AI编程Agent一个描述设计系统的标准文件", "tokens": [50667, 23197, 48698, 38109, 244, 29649, 32, 6930, 20182, 11673, 237, 3316, 108, 7422, 122, 7422, 94, 25368, 10115, 253, 1546, 162, 3921, 6336, 228, 17174, 20485, 50854], "temperature": 0, "avg_logprob": -0.08324722367890026, "compression_ratio": 1.3087431693989071, "no_speech_prob": 1.7270676208602787e-11}, {"id": 73, "seek": 15668, "start": 166.46, "end": 168.6, "text": "大家用AI做前端的时候", "tokens": [50854, 6868, 9254, 48698, 10907, 8945, 11957, 107, 49873, 50961], "temperature": 0, "avg_logprob": -0.08324722367890026, "compression_ratio": 1.3087431693989071, "no_speech_prob": 1.7270676208602787e-11}, {"id": 74, "seek": 15668, "start": 168.6, "end": 170.38, "text": "可能都会遇到过类似的问题", "tokens": [50961, 16657, 7182, 12949, 3330, 229, 4511, 16866, 22113, 119, 7384, 120, 1546, 34069, 51050], "temperature": 0, "avg_logprob": -0.08324722367890026, "compression_ratio": 1.3087431693989071, "no_speech_prob": 1.7270676208602787e-11}, {"id": 75, "seek": 15668, "start": 170.38, "end": 171.9, "text": "比如你让它做一个页面", "tokens": [51050, 36757, 2166, 33650, 11284, 10907, 20182, 10178, 113, 8833, 51126], "temperature": 0, "avg_logprob": -0.08324722367890026, "compression_ratio": 1.3087431693989071, "no_speech_prob": 1.7270676208602787e-11}, {"id": 76, "seek": 15668, "start": 171.9, "end": 173.66, "text": "它可能这一轮做的不错", "tokens": [51126, 11284, 16657, 5562, 2257, 17819, 106, 10907, 1546, 1960, 29900, 51214], "temperature": 0, "avg_logprob": -0.08324722367890026, "compression_ratio": 1.3087431693989071, "no_speech_prob": 1.7270676208602787e-11}, {"id": 77, "seek": 15668, "start": 173.66, "end": 175.54000000000002, "text": "下一轮你让它加一个弹窗", "tokens": [51214, 45271, 17819, 106, 2166, 33650, 11284, 9990, 20182, 5702, 117, 30771, 245, 51308], "temperature": 0, "avg_logprob": -0.08324722367890026, "compression_ratio": 1.3087431693989071, "no_speech_prob": 1.7270676208602787e-11}, {"id": 78, "seek": 15668, "start": 175.54000000000002, "end": 177.88, "text": "它顺便把按钮的样式也给你换了", "tokens": [51308, 11284, 10178, 118, 27364, 16075, 26613, 25153, 106, 1546, 14496, 27584, 6404, 23197, 2166, 26075, 95, 2289, 51425], "temperature": 0, "avg_logprob": -0.08324722367890026, "compression_ratio": 1.3087431693989071, "no_speech_prob": 1.7270676208602787e-11}, {"id": 79, "seek": 15668, "start": 177.88, "end": 180.26000000000002, "text": "这个不是模型不会去做设计", "tokens": [51425, 15368, 7296, 41908, 39823, 47928, 6734, 10907, 7422, 122, 7422, 94, 51544], "temperature": 0, "avg_logprob": -0.08324722367890026, "compression_ratio": 1.3087431693989071, "no_speech_prob": 1.7270676208602787e-11}, {"id": 80, "seek": 15668, "start": 180.26000000000002, "end": 183.16, "text": "而是它没有一个稳定的品牌和视觉的记忆", "tokens": [51544, 11070, 1541, 11284, 17944, 20182, 10415, 111, 12088, 1546, 30246, 6935, 234, 12565, 40656, 24447, 1546, 34756, 4263, 228, 51689], "temperature": 0, "avg_logprob": -0.08324722367890026, "compression_ratio": 1.3087431693989071, "no_speech_prob": 1.7270676208602787e-11}, {"id": 81, "seek": 15668, "start": 183.16, "end": 185.18, "text": "design.md就是为了解决这个问题", "tokens": [51689, 14792, 788, 13, 76, 67, 5620, 13992, 2289, 17278, 5676, 111, 15368, 34069, 51790], "temperature": 0, "avg_logprob": -0.08324722367890026, "compression_ratio": 1.3087431693989071, "no_speech_prob": 1.7270676208602787e-11}, {"id": 82, "seek": 18518, "start": 185.18, "end": 187.24, "text": "它把一个产品的视觉身份", "tokens": [50365, 11284, 16075, 20182, 1369, 100, 30246, 1546, 40656, 24447, 19847, 36266, 50468], "temperature": 0, "avg_logprob": -0.09705617756186845, "compression_ratio": 1.2477611940298508, "no_speech_prob": 1.1882453354594702e-11}, {"id": 83, "seek": 18518, "start": 187.24, "end": 188.70000000000002, "text": "写成了一个Markdown文件", "tokens": [50468, 5676, 247, 11336, 2289, 20182, 15168, 5093, 17174, 20485, 50541], "temperature": 0, "avg_logprob": -0.09705617756186845, "compression_ratio": 1.2477611940298508, "no_speech_prob": 1.1882453354594702e-11}, {"id": 84, "seek": 18518, "start": 188.70000000000002, "end": 191.06, "text": "前半部分是压谋front matter", "tokens": [50541, 8945, 30018, 32174, 1541, 5014, 233, 8897, 233, 11496, 1871, 50659], "temperature": 0, "avg_logprob": -0.09705617756186845, "compression_ratio": 1.2477611940298508, "no_speech_prob": 1.1882453354594702e-11}, {"id": 85, "seek": 18518, "start": 191.06, "end": 192.96, "text": "放机器可读的design tokens", "tokens": [50659, 12744, 37960, 34386, 4429, 5233, 119, 1546, 14792, 788, 22667, 50754], "temperature": 0, "avg_logprob": -0.09705617756186845, "compression_ratio": 1.2477611940298508, "no_speech_prob": 1.1882453354594702e-11}, {"id": 86, "seek": 18518, "start": 192.96, "end": 196.46, "text": "比如像颜色字体圆角兼具组件样式", "tokens": [50754, 36757, 12760, 12501, 250, 17673, 22381, 29485, 2523, 228, 29389, 2347, 120, 39806, 10115, 226, 20485, 14496, 27584, 50929], "temperature": 0, "avg_logprob": -0.09705617756186845, "compression_ratio": 1.2477611940298508, "no_speech_prob": 1.1882453354594702e-11}, {"id": 87, "seek": 18518, "start": 196.46, "end": 198.52, "text": "后半部分是Markdown正文", "tokens": [50929, 13547, 30018, 32174, 1541, 15168, 5093, 15789, 17174, 51032], "temperature": 0, "avg_logprob": -0.09705617756186845, "compression_ratio": 1.2477611940298508, "no_speech_prob": 1.1882453354594702e-11}, {"id": 88, "seek": 18518, "start": 198.52, "end": 200.70000000000002, "text": "去解释这些设计是怎么使用", "tokens": [51032, 6734, 17278, 5873, 232, 5562, 13824, 7422, 122, 7422, 94, 1541, 15282, 22982, 9254, 51141], "temperature": 0, "avg_logprob": -0.09705617756186845, "compression_ratio": 1.2477611940298508, "no_speech_prob": 1.1882453354594702e-11}, {"id": 89, "seek": 18518, "start": 200.70000000000002, "end": 203.56, "text": "比如这个品牌应该是严肃的年轻的", "tokens": [51141, 36757, 15368, 30246, 6935, 234, 44297, 44646, 1541, 940, 98, 14356, 225, 1546, 5157, 17819, 119, 1546, 51284], "temperature": 0, "avg_logprob": -0.09705617756186845, "compression_ratio": 1.2477611940298508, "no_speech_prob": 1.1882453354594702e-11}, {"id": 90, "seek": 18518, "start": 203.56, "end": 204.68, "text": "还是偏工具感的", "tokens": [51284, 45726, 7437, 237, 23323, 39806, 9709, 1546, 51340], "temperature": 0, "avg_logprob": -0.09705617756186845, "compression_ratio": 1.2477611940298508, "no_speech_prob": 1.1882453354594702e-11}, {"id": 91, "seek": 18518, "start": 204.68, "end": 208.10000000000002, "text": "这个项目建议去配合Google Stitch来去使用", "tokens": [51340, 15368, 10178, 117, 11386, 34157, 7422, 106, 6734, 38846, 14245, 12104, 3127, 44871, 6912, 6734, 22982, 9254, 51511], "temperature": 0, "avg_logprob": -0.09705617756186845, "compression_ratio": 1.2477611940298508, "no_speech_prob": 1.1882453354594702e-11}, {"id": 92, "seek": 18518, "start": 208.10000000000002, "end": 209.26000000000002, "text": "更容易去理解", "tokens": [51511, 19002, 49212, 6734, 13876, 17278, 51569], "temperature": 0, "avg_logprob": -0.09705617756186845, "compression_ratio": 1.2477611940298508, "no_speech_prob": 1.1882453354594702e-11}, {"id": 93, "seek": 18518, "start": 209.26000000000002, "end": 212.36, "text": "那Stitch是Google做UI的一个AI生成工具", "tokens": [51569, 4184, 4520, 1549, 1541, 12104, 3127, 10907, 46324, 1546, 20182, 48698, 8244, 11336, 23323, 39806, 51724], "temperature": 0, "avg_logprob": -0.09705617756186845, "compression_ratio": 1.2477611940298508, "no_speech_prob": 1.1882453354594702e-11}, {"id": 94, "seek": 21236, "start": 212.36, "end": 216.0, "text": "而Design.md可以在Stitch里面去导入和导出", "tokens": [50365, 11070, 29543, 788, 13, 76, 67, 6723, 3581, 4520, 1549, 15759, 8833, 6734, 4510, 120, 14028, 12565, 4510, 120, 7781, 50547], "temperature": 0, "avg_logprob": -0.07713087833288944, "compression_ratio": 1.2912621359223302, "no_speech_prob": 1.7913210845210692e-11}, {"id": 95, "seek": 21236, "start": 216.0, "end": 218.68, "text": "比如你在Stitch里面设计了一个项目", "tokens": [50547, 36757, 41410, 4520, 1549, 15759, 8833, 7422, 122, 7422, 94, 2289, 20182, 10178, 117, 11386, 50681], "temperature": 0, "avg_logprob": -0.07713087833288944, "compression_ratio": 1.2912621359223302, "no_speech_prob": 1.7913210845210692e-11}, {"id": 96, "seek": 21236, "start": 218.68, "end": 220.72000000000003, "text": "然后就可以导出一个Design.md", "tokens": [50681, 26636, 36781, 4510, 120, 7781, 20182, 29543, 788, 13, 76, 67, 50783], "temperature": 0, "avg_logprob": -0.07713087833288944, "compression_ratio": 1.2912621359223302, "no_speech_prob": 1.7913210845210692e-11}, {"id": 97, "seek": 21236, "start": 220.72000000000003, "end": 224.06, "text": "这样你的设计风格就可以实现跨项目跨工具", "tokens": [50783, 21209, 18961, 7422, 122, 7422, 94, 47209, 30921, 36781, 24726, 20204, 6563, 101, 10178, 117, 11386, 6563, 101, 23323, 39806, 50950], "temperature": 0, "avg_logprob": -0.07713087833288944, "compression_ratio": 1.2912621359223302, "no_speech_prob": 1.7913210845210692e-11}, {"id": 98, "seek": 21236, "start": 224.06, "end": 226.28, "text": "当然目前它还是α阶段", "tokens": [50950, 40486, 39004, 11284, 45726, 1529, 10034, 114, 28427, 51061], "temperature": 0, "avg_logprob": -0.07713087833288944, "compression_ratio": 1.2912621359223302, "no_speech_prob": 1.7913210845210692e-11}, {"id": 99, "seek": 21236, "start": 226.28, "end": 228.92000000000002, "text": "离真正的成为行业标准的还有一段距离", "tokens": [51061, 18614, 119, 6303, 15789, 1546, 11336, 13992, 8082, 940, 248, 162, 3921, 6336, 228, 1546, 14852, 32241, 28427, 6563, 251, 18614, 119, 51193], "temperature": 0, "avg_logprob": -0.07713087833288944, "compression_ratio": 1.2912621359223302, "no_speech_prob": 1.7913210845210692e-11}, {"id": 100, "seek": 21236, "start": 228.92000000000002, "end": 230.92000000000002, "text": "但是从中我们也能看到", "tokens": [51193, 11189, 35630, 5975, 15003, 6404, 8225, 18032, 51293], "temperature": 0, "avg_logprob": -0.07713087833288944, "compression_ratio": 1.2912621359223302, "no_speech_prob": 1.7913210845210692e-11}, {"id": 101, "seek": 21236, "start": 230.92000000000002, "end": 232.98000000000002, "text": "未来的AI前端的趋势", "tokens": [51293, 29954, 6912, 1546, 48698, 8945, 11957, 107, 1546, 9759, 233, 5087, 123, 51396], "temperature": 0, "avg_logprob": -0.07713087833288944, "compression_ratio": 1.2912621359223302, "no_speech_prob": 1.7913210845210692e-11}, {"id": 102, "seek": 21236, "start": 232.98000000000002, "end": 235.58, "text": "还是更加偏向于稳定化和工程化", "tokens": [51396, 45726, 19002, 9990, 7437, 237, 24282, 37732, 10415, 111, 12088, 23756, 12565, 23323, 29649, 23756, 51526], "temperature": 0, "avg_logprob": -0.07713087833288944, "compression_ratio": 1.2912621359223302, "no_speech_prob": 1.7913210845210692e-11}, {"id": 103, "seek": 21236, "start": 235.58, "end": 237.78000000000003, "text": "第三个项目是AI伯克希尔", "tokens": [51526, 35878, 7549, 10178, 117, 11386, 1541, 48698, 7384, 107, 24881, 26496, 1530, 242, 51636], "temperature": 0, "avg_logprob": -0.07713087833288944, "compression_ratio": 1.2912621359223302, "no_speech_prob": 1.7913210845210692e-11}, {"id": 104, "seek": 23778, "start": 237.78, "end": 239.9, "text": "你如果不知道什么是伯克希尔的话", "tokens": [50365, 2166, 13119, 17572, 10440, 1541, 7384, 107, 24881, 26496, 1530, 242, 44575, 50471], "temperature": 0, "avg_logprob": -0.1033583584953757, "compression_ratio": 1.278688524590164, "no_speech_prob": 1.7304364538506256e-11}, {"id": 105, "seek": 23778, "start": 239.9, "end": 241.96, "text": "那股神巴菲特总应该听说过", "tokens": [50471, 4184, 14356, 94, 20432, 38325, 16616, 110, 17682, 33440, 44297, 44646, 31022, 8090, 16866, 50574], "temperature": 0, "avg_logprob": -0.1033583584953757, "compression_ratio": 1.278688524590164, "no_speech_prob": 1.7304364538506256e-11}, {"id": 106, "seek": 23778, "start": 241.96, "end": 243.94, "text": "他的公司就是伯克希尔", "tokens": [50574, 31309, 13545, 32981, 5620, 7384, 107, 24881, 26496, 1530, 242, 50673], "temperature": 0, "avg_logprob": -0.1033583584953757, "compression_ratio": 1.278688524590164, "no_speech_prob": 1.7304364538506256e-11}, {"id": 107, "seek": 23778, "start": 243.94, "end": 245.52, "text": "经过60年的经营", "tokens": [50673, 30276, 16866, 4550, 34128, 30276, 10674, 98, 50752], "temperature": 0, "avg_logprob": -0.1033583584953757, "compression_ratio": 1.278688524590164, "no_speech_prob": 1.7304364538506256e-11}, {"id": 108, "seek": 23778, "start": 245.52, "end": 249.12, "text": "巴菲特让投资人的股价增长了55000倍", "tokens": [50752, 38325, 16616, 110, 17682, 33650, 37094, 5266, 226, 4035, 1546, 14356, 94, 1550, 115, 24228, 252, 32271, 2289, 13622, 1360, 35477, 50932], "temperature": 0, "avg_logprob": -0.1033583584953757, "compression_ratio": 1.278688524590164, "no_speech_prob": 1.7304364538506256e-11}, {"id": 109, "seek": 23778, "start": 249.12, "end": 251.68, "text": "可以说是价值投资的一个典范", "tokens": [50932, 6723, 8090, 1541, 1550, 115, 40242, 37094, 5266, 226, 1546, 20182, 2347, 116, 27395, 225, 51060], "temperature": 0, "avg_logprob": -0.1033583584953757, "compression_ratio": 1.278688524590164, "no_speech_prob": 1.7304364538506256e-11}, {"id": 110, "seek": 23778, "start": 251.68, "end": 253.4, "text": "那本项目就是一套", "tokens": [51060, 4184, 8802, 10178, 117, 11386, 5620, 2257, 1881, 245, 51146], "temperature": 0, "avg_logprob": -0.1033583584953757, "compression_ratio": 1.278688524590164, "no_speech_prob": 1.7304364538506256e-11}, {"id": 111, "seek": 23778, "start": 253.4, "end": 257.4, "text": "同时兼容Cloud Code和Codex的投资研究Skill合集", "tokens": [51146, 13089, 15729, 2347, 120, 25750, 32787, 15549, 12565, 34, 1429, 87, 1546, 37094, 5266, 226, 23230, 242, 44704, 50, 34213, 14245, 26020, 51346], "temperature": 0, "avg_logprob": -0.1033583584953757, "compression_ratio": 1.278688524590164, "no_speech_prob": 1.7304364538506256e-11}, {"id": 112, "seek": 23778, "start": 257.4, "end": 260.68, "text": "项目把巴菲特、芒格、段永平、李璐", "tokens": [51346, 10178, 117, 11386, 16075, 38325, 16616, 110, 17682, 1231, 13778, 240, 30921, 1231, 28427, 42503, 16716, 1231, 31206, 40063, 238, 51510], "temperature": 0, "avg_logprob": -0.1033583584953757, "compression_ratio": 1.278688524590164, "no_speech_prob": 1.7304364538506256e-11}, {"id": 113, "seek": 23778, "start": 260.68, "end": 263.22, "text": "这四位价值投资代表人物的方法论", "tokens": [51510, 5562, 19425, 11160, 1550, 115, 40242, 37094, 5266, 226, 19105, 17571, 4035, 23516, 1546, 9249, 11148, 7422, 118, 51637], "temperature": 0, "avg_logprob": -0.1033583584953757, "compression_ratio": 1.278688524590164, "no_speech_prob": 1.7304364538506256e-11}, {"id": 114, "seek": 26322, "start": 263.22, "end": 266.92, "text": "拆成了18个可以被AI agent执行的研究技能", "tokens": [50365, 6852, 228, 11336, 2289, 6494, 7549, 6723, 23238, 48698, 9461, 3416, 100, 8082, 1546, 23230, 242, 44704, 32502, 8225, 50550], "temperature": 0, "avg_logprob": -0.09693608564489029, "compression_ratio": 1.2337662337662338, "no_speech_prob": 1.7704121155204255e-11}, {"id": 115, "seek": 26322, "start": 266.92, "end": 268.06, "text": "那项目一开始", "tokens": [50550, 4184, 10178, 117, 11386, 2257, 45213, 50607], "temperature": 0, "avg_logprob": -0.09693608564489029, "compression_ratio": 1.2337662337662338, "no_speech_prob": 1.7704121155204255e-11}, {"id": 116, "seek": 26322, "start": 268.06, "end": 270.12, "text": "作者也说了这个不是纸上谈兵", "tokens": [50607, 11914, 12444, 6404, 8090, 2289, 15368, 7296, 16853, 116, 5708, 8897, 230, 2347, 113, 50710], "temperature": 0, "avg_logprob": -0.09693608564489029, "compression_ratio": 1.2337662337662338, "no_speech_prob": 1.7704121155204255e-11}, {"id": 117, "seek": 26322, "start": 270.12, "end": 272.58000000000004, "text": "而是他真金白银的投资体系", "tokens": [50710, 11070, 1541, 5000, 6303, 19117, 13558, 165, 241, 114, 1546, 37094, 5266, 226, 29485, 25368, 50833], "temperature": 0, "avg_logprob": -0.09693608564489029, "compression_ratio": 1.2337662337662338, "no_speech_prob": 1.7704121155204255e-11}, {"id": 118, "seek": 26322, "start": 272.58000000000004, "end": 276.08000000000004, "text": "也晒出了自己近几年的历史投资的收益情况", "tokens": [50833, 6404, 5094, 240, 7781, 2289, 17645, 17463, 6336, 254, 34128, 5014, 228, 45399, 37094, 5266, 226, 1546, 18681, 5419, 232, 46514, 51008], "temperature": 0, "avg_logprob": -0.09693608564489029, "compression_ratio": 1.2337662337662338, "no_speech_prob": 1.7704121155204255e-11}, {"id": 119, "seek": 26322, "start": 276.08000000000004, "end": 277.16, "text": "那使用的话", "tokens": [51008, 4184, 22982, 9254, 44575, 51062], "temperature": 0, "avg_logprob": -0.09693608564489029, "compression_ratio": 1.2337662337662338, "no_speech_prob": 1.7704121155204255e-11}, {"id": 120, "seek": 26322, "start": 277.16, "end": 278.38000000000005, "text": "比如在Codex当中", "tokens": [51062, 36757, 3581, 34, 1429, 87, 16233, 5975, 51123], "temperature": 0, "avg_logprob": -0.09693608564489029, "compression_ratio": 1.2337662337662338, "no_speech_prob": 1.7704121155204255e-11}, {"id": 121, "seek": 26322, "start": 278.38000000000005, "end": 280.02000000000004, "text": "你直接把项目的地址发给他", "tokens": [51123, 2166, 43297, 16075, 10178, 117, 11386, 1546, 10928, 14872, 222, 28926, 23197, 5000, 51205], "temperature": 0, "avg_logprob": -0.09693608564489029, "compression_ratio": 1.2337662337662338, "no_speech_prob": 1.7704121155204255e-11}, {"id": 122, "seek": 26322, "start": 280.02000000000004, "end": 281.40000000000003, "text": "然后让他去安装就可以", "tokens": [51205, 26636, 33650, 5000, 6734, 16206, 8083, 227, 36781, 51274], "temperature": 0, "avg_logprob": -0.09693608564489029, "compression_ratio": 1.2337662337662338, "no_speech_prob": 1.7704121155204255e-11}, {"id": 123, "seek": 26322, "start": 281.40000000000003, "end": 283.44000000000005, "text": "现在的Skill安装确实比较容易", "tokens": [51274, 25040, 1546, 50, 34213, 16206, 8083, 227, 38114, 106, 24726, 11706, 9830, 225, 49212, 51376], "temperature": 0, "avg_logprob": -0.09693608564489029, "compression_ratio": 1.2337662337662338, "no_speech_prob": 1.7704121155204255e-11}, {"id": 124, "seek": 26322, "start": 283.44000000000005, "end": 285.22, "text": "那接下来你就可以用他", "tokens": [51376, 4184, 14468, 4438, 6912, 2166, 36781, 9254, 5000, 51465], "temperature": 0, "avg_logprob": -0.09693608564489029, "compression_ratio": 1.2337662337662338, "no_speech_prob": 1.7704121155204255e-11}, {"id": 125, "seek": 26322, "start": 285.22, "end": 286.86, "text": "去做公司的深度研究", "tokens": [51465, 6734, 10907, 13545, 32981, 1546, 24043, 13127, 23230, 242, 44704, 51547], "temperature": 0, "avg_logprob": -0.09693608564489029, "compression_ratio": 1.2337662337662338, "no_speech_prob": 1.7704121155204255e-11}, {"id": 126, "seek": 26322, "start": 286.86, "end": 288.32000000000005, "text": "财报精选、行业筛选", "tokens": [51547, 18464, 95, 49817, 34910, 2215, 231, 1231, 8082, 940, 248, 7973, 249, 2215, 231, 51620], "temperature": 0, "avg_logprob": -0.09693608564489029, "compression_ratio": 1.2337662337662338, "no_speech_prob": 1.7704121155204255e-11}, {"id": 127, "seek": 26322, "start": 288.32000000000005, "end": 289.74, "text": "或者是持舱的管理", "tokens": [51620, 31148, 1541, 17694, 10256, 109, 1546, 23131, 13876, 51691], "temperature": 0, "avg_logprob": -0.09693608564489029, "compression_ratio": 1.2337662337662338, "no_speech_prob": 1.7704121155204255e-11}, {"id": 128, "seek": 26322, "start": 289.74, "end": 291.28000000000003, "text": "那AI伯克希尔的做法", "tokens": [51691, 4184, 48698, 7384, 107, 24881, 26496, 1530, 242, 1546, 10907, 11148, 51768], "temperature": 0, "avg_logprob": -0.09693608564489029, "compression_ratio": 1.2337662337662338, "no_speech_prob": 1.7704121155204255e-11}, {"id": 129, "seek": 29128, "start": 291.28, "end": 293.67999999999995, "text": "就是把投研的过程工程化", "tokens": [50365, 5620, 16075, 37094, 23230, 242, 1546, 16866, 29649, 23323, 29649, 23756, 50485], "temperature": 0, "avg_logprob": -0.08601297796728777, "compression_ratio": 1.2478873239436619, "no_speech_prob": 1.6748789855025592e-11}, {"id": 130, "seek": 29128, "start": 293.67999999999995, "end": 294.96, "text": "拆成4个agent", "tokens": [50485, 6852, 228, 11336, 19, 7549, 559, 317, 50549], "temperature": 0, "avg_logprob": -0.08601297796728777, "compression_ratio": 1.2478873239436619, "no_speech_prob": 1.6748789855025592e-11}, {"id": 131, "seek": 29128, "start": 294.96, "end": 297.5, "text": "分别从不同的角度来去独立的研究", "tokens": [50549, 6627, 18453, 35630, 47123, 1546, 29389, 13127, 6912, 6734, 18637, 105, 24409, 1546, 23230, 242, 44704, 50676], "temperature": 0, "avg_logprob": -0.08601297796728777, "compression_ratio": 1.2478873239436619, "no_speech_prob": 1.6748789855025592e-11}, {"id": 132, "seek": 29128, "start": 297.5, "end": 299.53999999999996, "text": "然后再由team lead去综合", "tokens": [50676, 26636, 8623, 23786, 975, 335, 1477, 6734, 10115, 120, 14245, 50778], "temperature": 0, "avg_logprob": -0.08601297796728777, "compression_ratio": 1.2478873239436619, "no_speech_prob": 1.6748789855025592e-11}, {"id": 133, "seek": 29128, "start": 299.53999999999996, "end": 300.9, "text": "那另外还有一点", "tokens": [50778, 4184, 26202, 14852, 32241, 12579, 50846], "temperature": 0, "avg_logprob": -0.08601297796728777, "compression_ratio": 1.2478873239436619, "no_speech_prob": 1.6748789855025592e-11}, {"id": 134, "seek": 29128, "start": 300.9, "end": 301.78, "text": "就是这个项目", "tokens": [50846, 5620, 15368, 10178, 117, 11386, 50890], "temperature": 0, "avg_logprob": -0.08601297796728777, "compression_ratio": 1.2478873239436619, "no_speech_prob": 1.6748789855025592e-11}, {"id": 135, "seek": 29128, "start": 301.78, "end": 305.35999999999996, "text": "其实它给你提供的是一种价值投资的辅助", "tokens": [50890, 41646, 11284, 23197, 2166, 20949, 3254, 249, 24620, 2257, 39810, 1550, 115, 40242, 37094, 5266, 226, 1546, 9830, 227, 37618, 51069], "temperature": 0, "avg_logprob": -0.08601297796728777, "compression_ratio": 1.2478873239436619, "no_speech_prob": 1.6748789855025592e-11}, {"id": 136, "seek": 29128, "start": 305.35999999999996, "end": 306.7, "text": "并不是告诉你", "tokens": [51069, 3509, 114, 7296, 44816, 2166, 51136], "temperature": 0, "avg_logprob": -0.08601297796728777, "compression_ratio": 1.2478873239436619, "no_speech_prob": 1.6748789855025592e-11}, {"id": 137, "seek": 29128, "start": 306.7, "end": 308.97999999999996, "text": "这个股票明天到底会涨还是会跌", "tokens": [51136, 15368, 14356, 94, 41925, 11100, 6135, 33883, 12949, 35681, 101, 45726, 12949, 6563, 234, 51250], "temperature": 0, "avg_logprob": -0.08601297796728777, "compression_ratio": 1.2478873239436619, "no_speech_prob": 1.6748789855025592e-11}, {"id": 138, "seek": 29128, "start": 308.97999999999996, "end": 310.73999999999995, "text": "当然最后还是要说一句", "tokens": [51250, 40486, 8661, 13547, 45726, 4275, 8090, 2257, 34592, 51338], "temperature": 0, "avg_logprob": -0.08601297796728777, "compression_ratio": 1.2478873239436619, "no_speech_prob": 1.6748789855025592e-11}, {"id": 139, "seek": 29128, "start": 310.73999999999995, "end": 311.58, "text": "股市有风险", "tokens": [51338, 14356, 94, 27261, 2412, 47209, 8842, 102, 51380], "temperature": 0, "avg_logprob": -0.08601297796728777, "compression_ratio": 1.2478873239436619, "no_speech_prob": 1.6748789855025592e-11}, {"id": 140, "seek": 29128, "start": 311.58, "end": 312.5, "text": "投资需谨慎", "tokens": [51380, 37094, 5266, 226, 32535, 8897, 101, 12358, 236, 51426], "temperature": 0, "avg_logprob": -0.08601297796728777, "compression_ratio": 1.2478873239436619, "no_speech_prob": 1.6748789855025592e-11}, {"id": 141, "seek": 29128, "start": 312.5, "end": 314.4, "text": "大A不是一般人能玩明白的", "tokens": [51426, 3582, 32, 7296, 2257, 49640, 4035, 8225, 19912, 28430, 1546, 51521], "temperature": 0, "avg_logprob": -0.08601297796728777, "compression_ratio": 1.2478873239436619, "no_speech_prob": 1.6748789855025592e-11}, {"id": 142, "seek": 29128, "start": 314.4, "end": 315.55999999999995, "text": "第四个项目", "tokens": [51521, 7536, 19425, 7549, 10178, 117, 11386, 51579], "temperature": 0, "avg_logprob": -0.08601297796728777, "compression_ratio": 1.2478873239436619, "no_speech_prob": 1.6748789855025592e-11}, {"id": 143, "seek": 29128, "start": 315.55999999999995, "end": 318.29999999999995, "text": "Strix是一个开源的AI渗透测试工具", "tokens": [51579, 4520, 6579, 1541, 20182, 18937, 47402, 1546, 48698, 9592, 245, 45808, 11038, 233, 5233, 243, 23323, 39806, 51716], "temperature": 0, "avg_logprob": -0.08601297796728777, "compression_ratio": 1.2478873239436619, "no_speech_prob": 1.6748789855025592e-11}, {"id": 144, "seek": 29128, "start": 318.29999999999995, "end": 319.23999999999995, "text": "它做的事情", "tokens": [51716, 11284, 10907, 1546, 24675, 51763], "temperature": 0, "avg_logprob": -0.08601297796728777, "compression_ratio": 1.2478873239436619, "no_speech_prob": 1.6748789855025592e-11}, {"id": 145, "seek": 31924, "start": 319.24, "end": 322.62, "text": "就是让AI agent像真正的黑客一样去发现", "tokens": [50365, 5620, 33650, 48698, 9461, 12760, 6303, 15789, 1546, 32141, 32316, 2257, 14496, 6734, 28926, 20204, 50534], "temperature": 0, "avg_logprob": -0.0980281639099121, "compression_ratio": 1.2136498516320475, "no_speech_prob": 1.6374226627369204e-11}, {"id": 146, "seek": 31924, "start": 322.62, "end": 324.58, "text": "验证并且修复你的应用漏洞", "tokens": [50534, 49657, 234, 5233, 223, 3509, 114, 20334, 7792, 106, 1787, 235, 18961, 44297, 9254, 14065, 237, 12136, 252, 50632], "temperature": 0, "avg_logprob": -0.0980281639099121, "compression_ratio": 1.2136498516320475, "no_speech_prob": 1.6374226627369204e-11}, {"id": 147, "seek": 31924, "start": 324.58, "end": 326.34000000000003, "text": "传统的安全扫描工具", "tokens": [50632, 7384, 254, 10115, 253, 1546, 45466, 3416, 104, 11673, 237, 23323, 39806, 50720], "temperature": 0, "avg_logprob": -0.0980281639099121, "compression_ratio": 1.2136498516320475, "no_speech_prob": 1.6374226627369204e-11}, {"id": 148, "seek": 31924, "start": 326.34000000000003, "end": 328.12, "text": "最大的问题是误报很多", "tokens": [50720, 8661, 39156, 34069, 1541, 5233, 107, 49817, 20778, 50809], "temperature": 0, "avg_logprob": -0.0980281639099121, "compression_ratio": 1.2136498516320475, "no_speech_prob": 1.6374226627369204e-11}, {"id": 149, "seek": 31924, "start": 328.12, "end": 331.40000000000003, "text": "那Strix想解决的就是中间的地带", "tokens": [50809, 4184, 4520, 6579, 7093, 17278, 5676, 111, 1546, 5620, 5975, 31685, 1546, 10928, 4845, 99, 50973], "temperature": 0, "avg_logprob": -0.0980281639099121, "compression_ratio": 1.2136498516320475, "no_speech_prob": 1.6374226627369204e-11}, {"id": 150, "seek": 31924, "start": 331.40000000000003, "end": 332.88, "text": "它不只是去做扫描", "tokens": [50973, 11284, 1960, 36859, 6734, 10907, 3416, 104, 11673, 237, 51047], "temperature": 0, "avg_logprob": -0.0980281639099121, "compression_ratio": 1.2136498516320475, "no_speech_prob": 1.6374226627369204e-11}, {"id": 151, "seek": 31924, "start": 332.88, "end": 334.52, "text": "而是动态运行代码", "tokens": [51047, 11070, 1541, 34961, 3757, 223, 3316, 238, 8082, 19105, 23230, 223, 51129], "temperature": 0, "avg_logprob": -0.0980281639099121, "compression_ratio": 1.2136498516320475, "no_speech_prob": 1.6374226627369204e-11}, {"id": 152, "seek": 31924, "start": 334.52, "end": 336.06, "text": "尝试修复利用漏洞", "tokens": [51129, 1530, 251, 5233, 243, 7792, 106, 1787, 235, 23700, 9254, 14065, 237, 12136, 252, 51206], "temperature": 0, "avg_logprob": -0.0980281639099121, "compression_ratio": 1.2136498516320475, "no_speech_prob": 1.6374226627369204e-11}, {"id": 153, "seek": 31924, "start": 336.06, "end": 338.22, "text": "并且生成真实的POC", "tokens": [51206, 3509, 114, 20334, 8244, 11336, 6303, 24726, 1546, 47, 30087, 51314], "temperature": 0, "avg_logprob": -0.0980281639099121, "compression_ratio": 1.2136498516320475, "no_speech_prob": 1.6374226627369204e-11}, {"id": 154, "seek": 31924, "start": 338.22, "end": 340.3, "text": "那它内置的能力比较完整", "tokens": [51314, 4184, 11284, 34742, 34719, 1546, 8225, 13486, 11706, 9830, 225, 14128, 27662, 51418], "temperature": 0, "avg_logprob": -0.0980281639099121, "compression_ratio": 1.2136498516320475, "no_speech_prob": 1.6374226627369204e-11}, {"id": 155, "seek": 31924, "start": 340.3, "end": 342.16, "text": "包括了像侦查漏洞利用", "tokens": [51418, 41828, 2289, 12760, 3254, 99, 42623, 14065, 237, 12136, 252, 23700, 9254, 51511], "temperature": 0, "avg_logprob": -0.0980281639099121, "compression_ratio": 1.2136498516320475, "no_speech_prob": 1.6374226627369204e-11}, {"id": 156, "seek": 31924, "start": 342.16, "end": 343.48, "text": "验证浏览器自动化", "tokens": [51511, 49657, 234, 5233, 223, 11038, 237, 6758, 230, 34386, 9722, 34961, 23756, 51577], "temperature": 0, "avg_logprob": -0.0980281639099121, "compression_ratio": 1.2136498516320475, "no_speech_prob": 1.6374226627369204e-11}, {"id": 157, "seek": 31924, "start": 343.48, "end": 344.40000000000003, "text": "HTTP代理", "tokens": [51577, 39, 51, 16804, 19105, 13876, 51623], "temperature": 0, "avg_logprob": -0.0980281639099121, "compression_ratio": 1.2136498516320475, "no_speech_prob": 1.6374226627369204e-11}, {"id": 158, "seek": 31924, "start": 344.40000000000003, "end": 345.36, "text": "Share命令执行", "tokens": [51623, 7774, 543, 25236, 49061, 3416, 100, 8082, 51671], "temperature": 0, "avg_logprob": -0.0980281639099121, "compression_ratio": 1.2136498516320475, "no_speech_prob": 1.6374226627369204e-11}, {"id": 159, "seek": 31924, "start": 345.36, "end": 346.3, "text": "Python的沙箱", "tokens": [51671, 47, 88, 11943, 1546, 3308, 247, 11249, 109, 51718], "temperature": 0, "avg_logprob": -0.0980281639099121, "compression_ratio": 1.2136498516320475, "no_speech_prob": 1.6374226627369204e-11}, {"id": 160, "seek": 34630, "start": 346.3, "end": 348.14, "text": "还有静态的动态的代码分析", "tokens": [50365, 35091, 5363, 247, 3757, 223, 1546, 34961, 3757, 223, 1546, 19105, 23230, 223, 6627, 7360, 238, 50457], "temperature": 0, "avg_logprob": -0.08106746378633164, "compression_ratio": 1.3055555555555556, "no_speech_prob": 1.7337579288900784e-11}, {"id": 161, "seek": 34630, "start": 348.14, "end": 350.3, "text": "你可以用它去扫描本地的代码库", "tokens": [50457, 42766, 9254, 11284, 6734, 3416, 104, 11673, 237, 8802, 10928, 1546, 19105, 23230, 223, 6346, 241, 50565], "temperature": 0, "avg_logprob": -0.08106746378633164, "compression_ratio": 1.3055555555555556, "no_speech_prob": 1.7337579288900784e-11}, {"id": 162, "seek": 34630, "start": 350.3, "end": 352.02000000000004, "text": "也可以扫描Github的仓库", "tokens": [50565, 47935, 3416, 104, 11673, 237, 38, 355, 836, 1546, 1550, 241, 6346, 241, 50651], "temperature": 0, "avg_logprob": -0.08106746378633164, "compression_ratio": 1.3055555555555556, "no_speech_prob": 1.7337579288900784e-11}, {"id": 163, "seek": 34630, "start": 352.02000000000004, "end": 354.56, "text": "或者是做黑盒的外部应用测试", "tokens": [50651, 31148, 1541, 10907, 32141, 5419, 240, 1546, 12022, 13470, 44297, 9254, 11038, 233, 5233, 243, 50778], "temperature": 0, "avg_logprob": -0.08106746378633164, "compression_ratio": 1.3055555555555556, "no_speech_prob": 1.7337579288900784e-11}, {"id": 164, "seek": 34630, "start": 354.56, "end": 356.34000000000003, "text": "使用的方法也比较简单", "tokens": [50778, 22982, 9254, 1546, 9249, 11148, 6404, 11706, 9830, 225, 11249, 222, 47446, 50867], "temperature": 0, "avg_logprob": -0.08106746378633164, "compression_ratio": 1.3055555555555556, "no_speech_prob": 1.7337579288900784e-11}, {"id": 165, "seek": 34630, "start": 356.34000000000003, "end": 357.8, "text": "使用安装脚本一键安装", "tokens": [50867, 22982, 9254, 16206, 8083, 227, 27067, 248, 8802, 2257, 23049, 106, 16206, 8083, 227, 50940], "temperature": 0, "avg_logprob": -0.08106746378633164, "compression_ratio": 1.3055555555555556, "no_speech_prob": 1.7337579288900784e-11}, {"id": 166, "seek": 34630, "start": 357.8, "end": 360.24, "text": "然后再配置一个大模型的provider", "tokens": [50940, 26636, 8623, 38846, 34719, 20182, 3582, 41908, 39823, 1546, 49911, 1438, 51062], "temperature": 0, "avg_logprob": -0.08106746378633164, "compression_ratio": 1.3055555555555556, "no_speech_prob": 1.7337579288900784e-11}, {"id": 167, "seek": 34630, "start": 360.24, "end": 361.7, "text": "然后再执行命令", "tokens": [51062, 26636, 8623, 3416, 100, 8082, 25236, 49061, 51135], "temperature": 0, "avg_logprob": -0.08106746378633164, "compression_ratio": 1.3055555555555556, "no_speech_prob": 1.7337579288900784e-11}, {"id": 168, "seek": 34630, "start": 361.7, "end": 363.32, "text": "就可以开始去检查了", "tokens": [51135, 36781, 45213, 6734, 16407, 222, 42623, 2289, 51216], "temperature": 0, "avg_logprob": -0.08106746378633164, "compression_ratio": 1.3055555555555556, "no_speech_prob": 1.7337579288900784e-11}, {"id": 169, "seek": 34630, "start": 363.32, "end": 365.96000000000004, "text": "它支持headless模式和Github Action", "tokens": [51216, 11284, 35488, 1934, 1832, 41908, 27584, 12565, 38, 355, 836, 16261, 51348], "temperature": 0, "avg_logprob": -0.08106746378633164, "compression_ratio": 1.3055555555555556, "no_speech_prob": 1.7337579288900784e-11}, {"id": 170, "seek": 34630, "start": 365.96000000000004, "end": 368.32, "text": "你可以把它配到你的CICD流程里", "tokens": [51348, 42766, 42061, 38846, 4511, 18961, 34, 2532, 35, 27854, 29649, 15759, 51466], "temperature": 0, "avg_logprob": -0.08106746378633164, "compression_ratio": 1.3055555555555556, "no_speech_prob": 1.7337579288900784e-11}, {"id": 171, "seek": 34630, "start": 368.32, "end": 370.2, "text": "那我觉得从趋势上来说", "tokens": [51466, 4184, 45681, 35630, 9759, 233, 5087, 123, 5708, 6912, 8090, 51560], "temperature": 0, "avg_logprob": -0.08106746378633164, "compression_ratio": 1.3055555555555556, "no_speech_prob": 1.7337579288900784e-11}, {"id": 172, "seek": 34630, "start": 370.2, "end": 372.56, "text": "AI安全测试一定会越来越重要", "tokens": [51560, 48698, 45466, 11038, 233, 5233, 243, 24272, 12949, 25761, 6912, 25761, 24928, 51678], "temperature": 0, "avg_logprob": -0.08106746378633164, "compression_ratio": 1.3055555555555556, "no_speech_prob": 1.7337579288900784e-11}, {"id": 173, "seek": 34630, "start": 372.56, "end": 374.14, "text": "现在代码生成的速度", "tokens": [51678, 25040, 19105, 23230, 223, 8244, 11336, 1546, 31217, 13127, 51757], "temperature": 0, "avg_logprob": -0.08106746378633164, "compression_ratio": 1.3055555555555556, "no_speech_prob": 1.7337579288900784e-11}, {"id": 174, "seek": 37414, "start": 374.14, "end": 375.03999999999996, "text": "那是越来越快", "tokens": [50365, 4184, 1541, 25761, 6912, 25761, 10251, 50410], "temperature": 0, "avg_logprob": -0.11667621319110577, "compression_ratio": 1.2544378698224852, "no_speech_prob": 1.6813517592084715e-11}, {"id": 175, "seek": 37414, "start": 375.03999999999996, "end": 377.46, "text": "漏洞产生的速度也会越来越快", "tokens": [50410, 14065, 237, 12136, 252, 1369, 100, 8244, 1546, 31217, 13127, 6404, 12949, 25761, 6912, 25761, 10251, 50531], "temperature": 0, "avg_logprob": -0.11667621319110577, "compression_ratio": 1.2544378698224852, "no_speech_prob": 1.6813517592084715e-11}, {"id": 176, "seek": 37414, "start": 377.46, "end": 379.8, "text": "如果完全靠人工的安全评审", "tokens": [50531, 13119, 37100, 5363, 254, 4035, 23323, 1546, 45466, 5233, 226, 2415, 94, 50648], "temperature": 0, "avg_logprob": -0.11667621319110577, "compression_ratio": 1.2544378698224852, "no_speech_prob": 1.6813517592084715e-11}, {"id": 177, "seek": 37414, "start": 379.8, "end": 380.76, "text": "成本太高了", "tokens": [50648, 11336, 8802, 9455, 12979, 2289, 50696], "temperature": 0, "avg_logprob": -0.11667621319110577, "compression_ratio": 1.2544378698224852, "no_speech_prob": 1.6813517592084715e-11}, {"id": 178, "seek": 37414, "start": 380.76, "end": 381.96, "text": "像本项目这种", "tokens": [50696, 12760, 8802, 10178, 117, 11386, 5562, 39810, 50756], "temperature": 0, "avg_logprob": -0.11667621319110577, "compression_ratio": 1.2544378698224852, "no_speech_prob": 1.6813517592084715e-11}, {"id": 179, "seek": 37414, "start": 381.96, "end": 383.7, "text": "一体化的安全测试Agent", "tokens": [50756, 2257, 29485, 23756, 1546, 45466, 11038, 233, 5233, 243, 32, 6930, 50843], "temperature": 0, "avg_logprob": -0.11667621319110577, "compression_ratio": 1.2544378698224852, "no_speech_prob": 1.6813517592084715e-11}, {"id": 180, "seek": 37414, "start": 383.7, "end": 386.21999999999997, "text": "未来很可能是DevSecOps里面", "tokens": [50843, 29954, 6912, 4563, 16657, 1541, 11089, 85, 29511, 36179, 15759, 8833, 50969], "temperature": 0, "avg_logprob": -0.11667621319110577, "compression_ratio": 1.2544378698224852, "no_speech_prob": 1.6813517592084715e-11}, {"id": 181, "seek": 37414, "start": 386.21999999999997, "end": 387.47999999999996, "text": "最常见的一类工具", "tokens": [50969, 8661, 11279, 23813, 1546, 2257, 22113, 119, 23323, 39806, 51032], "temperature": 0, "avg_logprob": -0.11667621319110577, "compression_ratio": 1.2544378698224852, "no_speech_prob": 1.6813517592084715e-11}, {"id": 182, "seek": 37414, "start": 387.47999999999996, "end": 388.94, "text": "最后一个项目", "tokens": [51032, 8661, 13547, 20182, 10178, 117, 11386, 51105], "temperature": 0, "avg_logprob": -0.11667621319110577, "compression_ratio": 1.2544378698224852, "no_speech_prob": 1.6813517592084715e-11}, {"id": 183, "seek": 37414, "start": 388.94, "end": 389.7, "text": "Free4Dev", "tokens": [51105, 45479, 19, 11089, 85, 51143], "temperature": 0, "avg_logprob": -0.11667621319110577, "compression_ratio": 1.2544378698224852, "no_speech_prob": 1.6813517592084715e-11}, {"id": 184, "seek": 37414, "start": 389.7, "end": 390.71999999999997, "text": "是一个非常老牌", "tokens": [51143, 1541, 20182, 14392, 10439, 6935, 234, 51194], "temperature": 0, "avg_logprob": -0.11667621319110577, "compression_ratio": 1.2544378698224852, "no_speech_prob": 1.6813517592084715e-11}, {"id": 185, "seek": 37414, "start": 390.71999999999997, "end": 392.2, "text": "也非常实用的资源清单", "tokens": [51194, 6404, 14392, 24726, 9254, 1546, 5266, 226, 47402, 21784, 47446, 51268], "temperature": 0, "avg_logprob": -0.11667621319110577, "compression_ratio": 1.2544378698224852, "no_speech_prob": 1.6813517592084715e-11}, {"id": 186, "seek": 37414, "start": 392.2, "end": 394.84, "text": "目前已经接近了13万的STAR", "tokens": [51268, 39004, 49161, 14468, 17463, 2289, 7668, 23570, 1546, 6840, 1899, 51400], "temperature": 0, "avg_logprob": -0.11667621319110577, "compression_ratio": 1.2544378698224852, "no_speech_prob": 1.6813517592084715e-11}, {"id": 187, "seek": 37414, "start": 394.84, "end": 396.12, "text": "它整理了各种", "tokens": [51400, 11284, 27662, 13876, 2289, 17516, 39810, 51464], "temperature": 0, "avg_logprob": -0.11667621319110577, "compression_ratio": 1.2544378698224852, "no_speech_prob": 1.6813517592084715e-11}, {"id": 188, "seek": 37414, "start": 396.12, "end": 397.68, "text": "对开发者有免费额度的", "tokens": [51464, 8713, 18937, 28926, 12444, 2412, 2347, 235, 18464, 117, 12501, 251, 13127, 1546, 51542], "temperature": 0, "avg_logprob": -0.11667621319110577, "compression_ratio": 1.2544378698224852, "no_speech_prob": 1.6813517592084715e-11}, {"id": 189, "seek": 37414, "start": 397.68, "end": 397.97999999999996, "text": "SaaS", "tokens": [51542, 50, 45515, 51557], "temperature": 0, "avg_logprob": -0.11667621319110577, "compression_ratio": 1.2544378698224852, "no_speech_prob": 1.6813517592084715e-11}, {"id": 190, "seek": 37414, "start": 397.97999999999996, "end": 398.36, "text": "PaaS", "tokens": [51557, 47, 45515, 51576], "temperature": 0, "avg_logprob": -0.11667621319110577, "compression_ratio": 1.2544378698224852, "no_speech_prob": 1.6813517592084715e-11}, {"id": 191, "seek": 37414, "start": 398.36, "end": 399.52, "text": "S和开发工具", "tokens": [51576, 50, 12565, 18937, 28926, 23323, 39806, 51634], "temperature": 0, "avg_logprob": -0.11667621319110577, "compression_ratio": 1.2544378698224852, "no_speech_prob": 1.6813517592084715e-11}, {"id": 192, "seek": 37414, "start": 399.52, "end": 400.96, "text": "比如像云服器", "tokens": [51634, 36757, 12760, 1369, 239, 27408, 34386, 51706], "temperature": 0, "avg_logprob": -0.11667621319110577, "compression_ratio": 1.2544378698224852, "no_speech_prob": 1.6813517592084715e-11}, {"id": 193, "seek": 37414, "start": 400.96, "end": 401.68, "text": "对象存储", "tokens": [51706, 8713, 45007, 39781, 11518, 101, 51742], "temperature": 0, "avg_logprob": -0.11667621319110577, "compression_ratio": 1.2544378698224852, "no_speech_prob": 1.6813517592084715e-11}, {"id": 194, "seek": 40168, "start": 401.68, "end": 402.32, "text": "数据库", "tokens": [50365, 33188, 26075, 106, 6346, 241, 50397], "temperature": 0, "avg_logprob": -0.09405059985515783, "compression_ratio": 1.42296918767507, "no_speech_prob": 1.635178104031354e-11}, {"id": 195, "seek": 40168, "start": 402.32, "end": 403.1, "text": "CICD", "tokens": [50397, 34, 2532, 35, 50436], "temperature": 0, "avg_logprob": -0.09405059985515783, "compression_ratio": 1.42296918767507, "no_speech_prob": 1.635178104031354e-11}, {"id": 196, "seek": 40168, "start": 403.1, "end": 403.78000000000003, "text": "还有日志", "tokens": [50436, 35091, 6890, 44700, 50470], "temperature": 0, "avg_logprob": -0.09405059985515783, "compression_ratio": 1.42296918767507, "no_speech_prob": 1.635178104031354e-11}, {"id": 197, "seek": 40168, "start": 403.78000000000003, "end": 404.22, "text": "邮件", "tokens": [50470, 3023, 106, 20485, 50492], "temperature": 0, "avg_logprob": -0.09405059985515783, "compression_ratio": 1.42296918767507, "no_speech_prob": 1.635178104031354e-11}, {"id": 198, "seek": 40168, "start": 404.22, "end": 404.88, "text": "身份证证", "tokens": [50492, 19847, 36266, 5233, 223, 5233, 223, 50525], "temperature": 0, "avg_logprob": -0.09405059985515783, "compression_ratio": 1.42296918767507, "no_speech_prob": 1.635178104031354e-11}, {"id": 199, "seek": 40168, "start": 404.88, "end": 405.62, "text": "等等的工具", "tokens": [50525, 36000, 1546, 23323, 39806, 50562], "temperature": 0, "avg_logprob": -0.09405059985515783, "compression_ratio": 1.42296918767507, "no_speech_prob": 1.635178104031354e-11}, {"id": 200, "seek": 40168, "start": 405.62, "end": 407.28000000000003, "text": "然后这个项目最有价值的地方", "tokens": [50562, 26636, 15368, 10178, 117, 11386, 8661, 2412, 1550, 115, 40242, 1546, 30146, 50645], "temperature": 0, "avg_logprob": -0.09405059985515783, "compression_ratio": 1.42296918767507, "no_speech_prob": 1.635178104031354e-11}, {"id": 201, "seek": 40168, "start": 407.28000000000003, "end": 409.16, "text": "不仅仅是在于免费两个字", "tokens": [50645, 1960, 1550, 227, 1550, 227, 1541, 3581, 37732, 2347, 235, 18464, 117, 36257, 7549, 22381, 50739], "temperature": 0, "avg_logprob": -0.09405059985515783, "compression_ratio": 1.42296918767507, "no_speech_prob": 1.635178104031354e-11}, {"id": 202, "seek": 40168, "start": 409.16, "end": 411.86, "text": "而是它帮你节省了大量的筛选时间", "tokens": [50739, 11070, 1541, 11284, 4845, 106, 2166, 45161, 2862, 223, 2289, 3582, 26748, 1546, 7973, 249, 2215, 231, 44848, 50874], "temperature": 0, "avg_logprob": -0.09405059985515783, "compression_ratio": 1.42296918767507, "no_speech_prob": 1.635178104031354e-11}, {"id": 203, "seek": 40168, "start": 411.86, "end": 413.3, "text": "现在很多的服务", "tokens": [50874, 25040, 20778, 1546, 27408, 5087, 94, 50946], "temperature": 0, "avg_logprob": -0.09405059985515783, "compression_ratio": 1.42296918767507, "no_speech_prob": 1.635178104031354e-11}, {"id": 204, "seek": 40168, "start": 413.3, "end": 415.0, "text": "都有这种免费的额度", "tokens": [50946, 48121, 5562, 39810, 2347, 235, 18464, 117, 1546, 12501, 251, 13127, 51031], "temperature": 0, "avg_logprob": -0.09405059985515783, "compression_ratio": 1.42296918767507, "no_speech_prob": 1.635178104031354e-11}, {"id": 205, "seek": 40168, "start": 415.0, "end": 416.92, "text": "但是制度是五花八门的", "tokens": [51031, 11189, 25491, 13127, 1541, 21001, 20127, 33453, 8259, 101, 1546, 51127], "temperature": 0, "avg_logprob": -0.09405059985515783, "compression_ratio": 1.42296918767507, "no_speech_prob": 1.635178104031354e-11}, {"id": 206, "seek": 40168, "start": 416.92, "end": 419.16, "text": "有很多是每月按照请求的次数", "tokens": [51127, 2412, 20778, 1541, 23664, 6939, 26613, 32150, 27908, 32718, 1546, 9487, 33188, 51239], "temperature": 0, "avg_logprob": -0.09405059985515783, "compression_ratio": 1.42296918767507, "no_speech_prob": 1.635178104031354e-11}, {"id": 207, "seek": 40168, "start": 419.16, "end": 420.16, "text": "也有按照流量的", "tokens": [51239, 6404, 2412, 26613, 32150, 27854, 26748, 1546, 51289], "temperature": 0, "avg_logprob": -0.09405059985515783, "compression_ratio": 1.42296918767507, "no_speech_prob": 1.635178104031354e-11}, {"id": 208, "seek": 40168, "start": 420.16, "end": 421.24, "text": "还有比如按照时间", "tokens": [51289, 35091, 36757, 26613, 32150, 44848, 51343], "temperature": 0, "avg_logprob": -0.09405059985515783, "compression_ratio": 1.42296918767507, "no_speech_prob": 1.635178104031354e-11}, {"id": 209, "seek": 40168, "start": 421.24, "end": 422.2, "text": "一年免费的", "tokens": [51343, 2257, 5157, 2347, 235, 18464, 117, 1546, 51391], "temperature": 0, "avg_logprob": -0.09405059985515783, "compression_ratio": 1.42296918767507, "no_speech_prob": 1.635178104031354e-11}, {"id": 210, "seek": 40168, "start": 422.2, "end": 424.42, "text": "你如果一个一个的去官网查看", "tokens": [51391, 2166, 13119, 20182, 20182, 1546, 6734, 31929, 16469, 239, 42623, 4200, 51502], "temperature": 0, "avg_logprob": -0.09405059985515783, "compression_ratio": 1.42296918767507, "no_speech_prob": 1.635178104031354e-11}, {"id": 211, "seek": 40168, "start": 424.42, "end": 425.38, "text": "会比较浪费时间", "tokens": [51502, 12949, 11706, 9830, 225, 11038, 103, 18464, 117, 44848, 51550], "temperature": 0, "avg_logprob": -0.09405059985515783, "compression_ratio": 1.42296918767507, "no_speech_prob": 1.635178104031354e-11}, {"id": 212, "seek": 40168, "start": 425.38, "end": 427.08, "text": "如果你是独立开发者", "tokens": [51550, 13119, 32526, 18637, 105, 24409, 18937, 28926, 12444, 51635], "temperature": 0, "avg_logprob": -0.09405059985515783, "compression_ratio": 1.42296918767507, "no_speech_prob": 1.635178104031354e-11}, {"id": 213, "seek": 40168, "start": 427.08, "end": 427.56, "text": "学生", "tokens": [51635, 29618, 8244, 51659], "temperature": 0, "avg_logprob": -0.09405059985515783, "compression_ratio": 1.42296918767507, "no_speech_prob": 1.635178104031354e-11}, {"id": 214, "seek": 40168, "start": 427.56, "end": 429.0, "text": "或者是开源作者的话", "tokens": [51659, 31148, 1541, 18937, 47402, 11914, 12444, 44575, 51731], "temperature": 0, "avg_logprob": -0.09405059985515783, "compression_ratio": 1.42296918767507, "no_speech_prob": 1.635178104031354e-11}, {"id": 215, "seek": 40168, "start": 429.0, "end": 431.18, "text": "这个仓库还是很值得搜长的", "tokens": [51731, 15368, 1550, 241, 6346, 241, 45726, 4563, 40242, 5916, 162, 14987, 32271, 1546, 51840], "temperature": 0, "avg_logprob": -0.09405059985515783, "compression_ratio": 1.42296918767507, "no_speech_prob": 1.635178104031354e-11}, {"id": 216, "seek": 43118, "start": 431.18, "end": 433.46, "text": "比如你想快速的上线一个小工具", "tokens": [50365, 36757, 38386, 10251, 31217, 1546, 5708, 16853, 123, 20182, 7322, 23323, 39806, 50479], "temperature": 0, "avg_logprob": -0.07880588550472734, "compression_ratio": 1.3982300884955752, "no_speech_prob": 1.7818380451672944e-11}, {"id": 217, "seek": 43118, "start": 433.46, "end": 435.84000000000003, "text": "可以先在里面找到免费的数据库", "tokens": [50479, 6723, 10108, 3581, 15759, 8833, 25085, 4511, 2347, 235, 18464, 117, 1546, 33188, 26075, 106, 6346, 241, 50598], "temperature": 0, "avg_logprob": -0.07880588550472734, "compression_ratio": 1.3982300884955752, "no_speech_prob": 1.7818380451672944e-11}, {"id": 218, "seek": 43118, "start": 435.84000000000003, "end": 436.56, "text": "拓管平台", "tokens": [50598, 6852, 241, 23131, 16716, 15433, 50634], "temperature": 0, "avg_logprob": -0.07880588550472734, "compression_ratio": 1.3982300884955752, "no_speech_prob": 1.7818380451672944e-11}, {"id": 219, "seek": 43118, "start": 436.56, "end": 438.16, "text": "还有邮件的服务和监控", "tokens": [50634, 35091, 3023, 106, 20485, 1546, 27408, 5087, 94, 12565, 5419, 239, 48707, 50714], "temperature": 0, "avg_logprob": -0.07880588550472734, "compression_ratio": 1.3982300884955752, "no_speech_prob": 1.7818380451672944e-11}, {"id": 220, "seek": 43118, "start": 438.16, "end": 440.14, "text": "等项目真正有了用户", "tokens": [50714, 10187, 10178, 117, 11386, 6303, 15789, 2412, 2289, 9254, 1486, 115, 50813], "temperature": 0, "avg_logprob": -0.07880588550472734, "compression_ratio": 1.3982300884955752, "no_speech_prob": 1.7818380451672944e-11}, {"id": 221, "seek": 43118, "start": 440.14, "end": 440.88, "text": "有了收入", "tokens": [50813, 2412, 2289, 18681, 14028, 50850], "temperature": 0, "avg_logprob": -0.07880588550472734, "compression_ratio": 1.3982300884955752, "no_speech_prob": 1.7818380451672944e-11}, {"id": 222, "seek": 43118, "start": 440.88, "end": 443.0, "text": "再考虑升级成付费的方案", "tokens": [50850, 8623, 26504, 12026, 239, 41670, 16853, 100, 11336, 41469, 18464, 117, 1546, 9249, 28899, 50956], "temperature": 0, "avg_logprob": -0.07880588550472734, "compression_ratio": 1.3982300884955752, "no_speech_prob": 1.7818380451672944e-11}, {"id": 223, "seek": 43118, "start": 443.0, "end": 446.02, "text": "当然免费的服务也不是没有代价的", "tokens": [50956, 40486, 2347, 235, 18464, 117, 1546, 27408, 5087, 94, 6404, 7296, 17944, 19105, 1550, 115, 1546, 51107], "temperature": 0, "avg_logprob": -0.07880588550472734, "compression_ratio": 1.3982300884955752, "no_speech_prob": 1.7818380451672944e-11}, {"id": 224, "seek": 43118, "start": 446.02, "end": 446.68, "text": "它的额度", "tokens": [51107, 45224, 12501, 251, 13127, 51140], "temperature": 0, "avg_logprob": -0.07880588550472734, "compression_ratio": 1.3982300884955752, "no_speech_prob": 1.7818380451672944e-11}, {"id": 225, "seek": 43118, "start": 446.68, "end": 447.2, "text": "地区", "tokens": [51140, 10928, 9937, 118, 51166], "temperature": 0, "avg_logprob": -0.07880588550472734, "compression_ratio": 1.3982300884955752, "no_speech_prob": 1.7818380451672944e-11}, {"id": 226, "seek": 43118, "start": 447.2, "end": 447.96000000000004, "text": "还有稳定性", "tokens": [51166, 35091, 10415, 111, 12088, 21686, 51204], "temperature": 0, "avg_logprob": -0.07880588550472734, "compression_ratio": 1.3982300884955752, "no_speech_prob": 1.7818380451672944e-11}, {"id": 227, "seek": 43118, "start": 447.96000000000004, "end": 450.02, "text": "还有风控等等的都有可能变化", "tokens": [51204, 35091, 47209, 48707, 36000, 1546, 48121, 16657, 2129, 246, 23756, 51307], "temperature": 0, "avg_logprob": -0.07880588550472734, "compression_ratio": 1.3982300884955752, "no_speech_prob": 1.7818380451672944e-11}, {"id": 228, "seek": 43118, "start": 450.02, "end": 451.88, "text": "所以比较重要的一点", "tokens": [51307, 7239, 11706, 9830, 225, 24928, 1546, 49042, 51400], "temperature": 0, "avg_logprob": -0.07880588550472734, "compression_ratio": 1.3982300884955752, "no_speech_prob": 1.7818380451672944e-11}, {"id": 229, "seek": 43118, "start": 451.88, "end": 453.4, "text": "就是在项目的开始", "tokens": [51400, 5620, 3581, 10178, 117, 11386, 1546, 45213, 51476], "temperature": 0, "avg_logprob": -0.07880588550472734, "compression_ratio": 1.3982300884955752, "no_speech_prob": 1.7818380451672944e-11}, {"id": 230, "seek": 43118, "start": 453.4, "end": 455.8, "text": "也要做好完备的迁移的方案", "tokens": [51476, 6404, 4275, 10907, 2131, 14128, 1787, 229, 1546, 3316, 223, 8204, 119, 1546, 9249, 28899, 51596], "temperature": 0, "avg_logprob": -0.07880588550472734, "compression_ratio": 1.3982300884955752, "no_speech_prob": 1.7818380451672944e-11}, {"id": 231, "seek": 43118, "start": 455.8, "end": 456.82, "text": "当你需要的时候", "tokens": [51596, 16233, 2166, 35748, 49873, 51647], "temperature": 0, "avg_logprob": -0.07880588550472734, "compression_ratio": 1.3982300884955752, "no_speech_prob": 1.7818380451672944e-11}, {"id": 232, "seek": 43118, "start": 456.82, "end": 458.44, "text": "可以随时的迁走", "tokens": [51647, 6723, 10673, 237, 15729, 1546, 3316, 223, 9575, 51728], "temperature": 0, "avg_logprob": -0.07880588550472734, "compression_ratio": 1.3982300884955752, "no_speech_prob": 1.7818380451672944e-11}, {"id": 233, "seek": 43118, "start": 458.44, "end": 459.94, "text": "最后还是分享两份资料", "tokens": [51728, 8661, 13547, 45726, 30855, 36257, 36266, 5266, 226, 33404, 51803], "temperature": 0, "avg_logprob": -0.07880588550472734, "compression_ratio": 1.3982300884955752, "no_speech_prob": 1.7818380451672944e-11}, {"id": 234, "seek": 45994, "start": 459.94, "end": 463.02, "text": "第一份是罗兰贝格的跨越AI价值鸿沟", "tokens": [50365, 18049, 36266, 1541, 16469, 245, 2347, 108, 18464, 251, 30921, 1546, 6563, 101, 25761, 48698, 1550, 115, 40242, 165, 116, 123, 3308, 253, 50519], "temperature": 0, "avg_logprob": -0.08898155915670555, "compression_ratio": 1.3161512027491409, "no_speech_prob": 1.5322037041909375e-11}, {"id": 235, "seek": 45994, "start": 463.02, "end": 464.18, "text": "AI落地速度", "tokens": [50519, 48698, 30848, 10928, 31217, 13127, 50577], "temperature": 0, "avg_logprob": -0.08898155915670555, "compression_ratio": 1.3161512027491409, "no_speech_prob": 1.5322037041909375e-11}, {"id": 236, "seek": 45994, "start": 464.18, "end": 466.32, "text": "远和远超商业变现速度", "tokens": [50577, 3316, 250, 12565, 3316, 250, 19869, 45581, 940, 248, 2129, 246, 20204, 31217, 13127, 50684], "temperature": 0, "avg_logprob": -0.08898155915670555, "compression_ratio": 1.3161512027491409, "no_speech_prob": 1.5322037041909375e-11}, {"id": 237, "seek": 45994, "start": 466.32, "end": 467.92, "text": "企业又当如何破局", "tokens": [50684, 7384, 223, 940, 248, 17047, 16233, 43526, 39560, 34703, 50764], "temperature": 0, "avg_logprob": -0.08898155915670555, "compression_ratio": 1.3161512027491409, "no_speech_prob": 1.5322037041909375e-11}, {"id": 238, "seek": 45994, "start": 467.92, "end": 468.78, "text": "这份报告", "tokens": [50764, 5562, 36266, 49817, 16846, 50807], "temperature": 0, "avg_logprob": -0.08898155915670555, "compression_ratio": 1.3161512027491409, "no_speech_prob": 1.5322037041909375e-11}, {"id": 239, "seek": 45994, "start": 468.78, "end": 470.78, "text": "当时我看到名字的时候就下了", "tokens": [50807, 16233, 15729, 1654, 18032, 15940, 22381, 49873, 3111, 4438, 2289, 50907], "temperature": 0, "avg_logprob": -0.08898155915670555, "compression_ratio": 1.3161512027491409, "no_speech_prob": 1.5322037041909375e-11}, {"id": 240, "seek": 45994, "start": 470.78, "end": 472.94, "text": "很多企业的AI部署速度很快", "tokens": [50907, 20778, 7384, 223, 940, 248, 1546, 48698, 13470, 16469, 110, 31217, 13127, 4563, 10251, 51015], "temperature": 0, "avg_logprob": -0.08898155915670555, "compression_ratio": 1.3161512027491409, "no_speech_prob": 1.5322037041909375e-11}, {"id": 241, "seek": 45994, "start": 472.94, "end": 473.94, "text": "预算也在涨", "tokens": [51015, 12501, 226, 19497, 6404, 3581, 35681, 101, 51065], "temperature": 0, "avg_logprob": -0.08898155915670555, "compression_ratio": 1.3161512027491409, "no_speech_prob": 1.5322037041909375e-11}, {"id": 242, "seek": 45994, "start": 473.94, "end": 475.88, "text": "但是真正赚到钱的", "tokens": [51065, 11189, 6303, 15789, 5266, 248, 4511, 39623, 1546, 51162], "temperature": 0, "avg_logprob": -0.08898155915670555, "compression_ratio": 1.3161512027491409, "no_speech_prob": 1.5322037041909375e-11}, {"id": 243, "seek": 45994, "start": 475.88, "end": 477.68, "text": "提升利润的速度却没有跟上", "tokens": [51162, 20949, 41670, 23700, 35681, 99, 1546, 31217, 13127, 5322, 112, 17944, 9678, 5708, 51252], "temperature": 0, "avg_logprob": -0.08898155915670555, "compression_ratio": 1.3161512027491409, "no_speech_prob": 1.5322037041909375e-11}, {"id": 244, "seek": 45994, "start": 477.68, "end": 479.68, "text": "报告里面也把这种现象", "tokens": [51252, 49817, 16846, 15759, 8833, 6404, 16075, 5562, 39810, 20204, 45007, 51352], "temperature": 0, "avg_logprob": -0.08898155915670555, "compression_ratio": 1.3161512027491409, "no_speech_prob": 1.5322037041909375e-11}, {"id": 245, "seek": 45994, "start": 479.68, "end": 481.1, "text": "叫做AI价值鸿沟", "tokens": [51352, 19855, 10907, 48698, 1550, 115, 40242, 165, 116, 123, 3308, 253, 51423], "temperature": 0, "avg_logprob": -0.08898155915670555, "compression_ratio": 1.3161512027491409, "no_speech_prob": 1.5322037041909375e-11}, {"id": 246, "seek": 45994, "start": 481.1, "end": 482.88, "text": "甚至有点像是一场", "tokens": [51423, 17556, 20844, 2412, 12579, 12760, 1541, 2257, 50255, 51512], "temperature": 0, "avg_logprob": -0.08898155915670555, "compression_ratio": 1.3161512027491409, "no_speech_prob": 1.5322037041909375e-11}, {"id": 247, "seek": 45994, "start": 482.88, "end": 483.96, "text": "无利润的繁荣", "tokens": [51512, 31364, 23700, 35681, 99, 1546, 23141, 223, 31409, 96, 51566], "temperature": 0, "avg_logprob": -0.08898155915670555, "compression_ratio": 1.3161512027491409, "no_speech_prob": 1.5322037041909375e-11}, {"id": 248, "seek": 45994, "start": 483.96, "end": 485.02, "text": "而且我觉得", "tokens": [51566, 22942, 45681, 51619], "temperature": 0, "avg_logprob": -0.08898155915670555, "compression_ratio": 1.3161512027491409, "no_speech_prob": 1.5322037041909375e-11}, {"id": 249, "seek": 48502, "start": 485.02, "end": 487.52, "text": "这也是一个目前非常普遍的现象", "tokens": [50365, 5562, 22021, 20182, 39004, 14392, 29993, 3330, 235, 1546, 20204, 45007, 50490], "temperature": 0, "avg_logprob": -0.1473820784996296, "compression_ratio": 1.3616352201257862, "no_speech_prob": 2.138345750468673e-11}, {"id": 250, "seek": 48502, "start": 487.52, "end": 490.09999999999997, "text": "确实很值得去研究和讨论", "tokens": [50490, 38114, 106, 24726, 4563, 40242, 5916, 6734, 23230, 242, 44704, 12565, 7422, 101, 7422, 118, 50619], "temperature": 0, "avg_logprob": -0.1473820784996296, "compression_ratio": 1.3616352201257862, "no_speech_prob": 2.138345750468673e-11}, {"id": 251, "seek": 48502, "start": 490.09999999999997, "end": 493.21999999999997, "text": "第二份是德勤的物理AI开启加速新纪元", "tokens": [50619, 19693, 36266, 1541, 35898, 7978, 97, 1546, 23516, 13876, 48698, 18937, 2392, 107, 9990, 31217, 12560, 16853, 103, 14812, 50775], "temperature": 0, "avg_logprob": -0.1473820784996296, "compression_ratio": 1.3616352201257862, "no_speech_prob": 2.138345750468673e-11}, {"id": 252, "seek": 48502, "start": 493.21999999999997, "end": 495.12, "text": "如果你关注大A市场的话", "tokens": [50775, 45669, 28053, 26432, 3582, 32, 27261, 50255, 44575, 50870], "temperature": 0, "avg_logprob": -0.1473820784996296, "compression_ratio": 1.3616352201257862, "no_speech_prob": 2.138345750468673e-11}, {"id": 253, "seek": 48502, "start": 495.12, "end": 496.44, "text": "这周其实有个大消息", "tokens": [50870, 5562, 37390, 41646, 2412, 7549, 3582, 28837, 26460, 50936], "temperature": 0, "avg_logprob": -0.1473820784996296, "compression_ratio": 1.3616352201257862, "no_speech_prob": 2.138345750468673e-11}, {"id": 254, "seek": 48502, "start": 496.44, "end": 497.76, "text": "就是语数过会了", "tokens": [50936, 5620, 5233, 255, 33188, 16866, 12949, 2289, 51002], "temperature": 0, "avg_logprob": -0.1473820784996296, "compression_ratio": 1.3616352201257862, "no_speech_prob": 2.138345750468673e-11}, {"id": 255, "seek": 48502, "start": 497.76, "end": 499.96, "text": "也就是语数很快就要上市了", "tokens": [51002, 6404, 5620, 5233, 255, 33188, 4563, 10251, 3111, 4275, 5708, 27261, 2289, 51112], "temperature": 0, "avg_logprob": -0.1473820784996296, "compression_ratio": 1.3616352201257862, "no_speech_prob": 2.138345750468673e-11}, {"id": 256, "seek": 48502, "start": 499.96, "end": 502.35999999999996, "text": "这个时候我们更应该来关注一下", "tokens": [51112, 15368, 29111, 15003, 19002, 44297, 44646, 6912, 28053, 26432, 8861, 51232], "temperature": 0, "avg_logprob": -0.1473820784996296, "compression_ratio": 1.3616352201257862, "no_speech_prob": 2.138345750468673e-11}, {"id": 257, "seek": 48502, "start": 502.35999999999996, "end": 504.12, "text": "未来的机器人和聚身智能", "tokens": [51232, 29954, 6912, 1546, 37960, 34386, 4035, 12565, 8171, 248, 19847, 5094, 118, 8225, 51320], "temperature": 0, "avg_logprob": -0.1473820784996296, "compression_ratio": 1.3616352201257862, "no_speech_prob": 2.138345750468673e-11}, {"id": 258, "seek": 48502, "start": 504.12, "end": 505.7, "text": "这些物理AI相关的内容了", "tokens": [51320, 5562, 13824, 23516, 13876, 48698, 15106, 28053, 1546, 34742, 25750, 2289, 51399], "temperature": 0, "avg_logprob": -0.1473820784996296, "compression_ratio": 1.3616352201257862, "no_speech_prob": 2.138345750468673e-11}, {"id": 259, "seek": 48502, "start": 505.7, "end": 507.15999999999997, "text": "这个报告里也提到", "tokens": [51399, 15368, 49817, 16846, 15759, 6404, 20949, 4511, 51472], "temperature": 0, "avg_logprob": -0.1473820784996296, "compression_ratio": 1.3616352201257862, "no_speech_prob": 2.138345750468673e-11}, {"id": 260, "seek": 48502, "start": 507.15999999999997, "end": 509.94, "text": "真正的把物理AI融入到运营的企业", "tokens": [51472, 6303, 15789, 1546, 16075, 23516, 13876, 48698, 43772, 235, 14028, 4511, 3316, 238, 10674, 98, 1546, 7384, 223, 940, 248, 51611], "temperature": 0, "avg_logprob": -0.1473820784996296, "compression_ratio": 1.3616352201257862, "no_speech_prob": 2.138345750468673e-11}, {"id": 261, "seek": 48502, "start": 509.94, "end": 510.91999999999996, "text": "比例其实不高", "tokens": [51611, 11706, 17797, 41646, 1960, 12979, 51660], "temperature": 0, "avg_logprob": -0.1473820784996296, "compression_ratio": 1.3616352201257862, "no_speech_prob": 2.138345750468673e-11}, {"id": 262, "seek": 51092, "start": 510.92, "end": 514.08, "text": "在未来几年还是有明显的预期提升的", "tokens": [50365, 3581, 29954, 6912, 6336, 254, 5157, 45726, 2412, 11100, 1431, 122, 1546, 12501, 226, 16786, 20949, 41670, 1546, 50523], "temperature": 0, "avg_logprob": -0.11908862807533958, "compression_ratio": 1.05, "no_speech_prob": 1.6406011965619527e-11}, {"id": 263, "seek": 51092, "start": 514.08, "end": 515.6800000000001, "text": "有需要的可以告诉我", "tokens": [50523, 2412, 35748, 1546, 6723, 44816, 1654, 50603], "temperature": 0, "avg_logprob": -0.11908862807533958, "compression_ratio": 1.05, "no_speech_prob": 1.6406011965619527e-11}, {"id": 264, "seek": 51092, "start": 515.6800000000001, "end": 517.34, "text": "以上就是本期的全部内容", "tokens": [50603, 29497, 5620, 8802, 16786, 1546, 38714, 34742, 25750, 50686], "temperature": 0, "avg_logprob": -0.11908862807533958, "compression_ratio": 1.05, "no_speech_prob": 1.6406011965619527e-11}, {"id": 265, "seek": 51092, "start": 517.34, "end": 518.24, "text": "我们下次再见", "tokens": [50686, 15003, 35829, 44176, 50731], "temperature": 0, "avg_logprob": -0.11908862807533958, "compression_ratio": 1.05, "no_speech_prob": 1.6406011965619527e-11}], "language": "zh"}