{
  "text": "谷歌又发布了新的版本\n而这次与上一代Gemini\n更新的时间相差无几\n甚至有些反常\n当人们看到这个内容的时候\n他们的第一反应大概就是\n谷歌又要开始堆版本的事情了\n但是你如果仔细观察Gemini\n这次更新的方向的话\n就会发现事情并没有那么简单\n由于谷歌此次想要解决的问题并非是\n如何再次创造出一个跑分第一的模型\n而是更加实际的一个问题\n人工智能到底要怎么做到真正的\n进入到人们的日常工作当中去呢\n是开发人员每天都可以愉快的使用它\n并且能够让企业长久的支付费用呢\n因此Gemini这次并没有把所有的注意力\n集中在哪个模型更聪明的问题上\n而是在逐步加强代码开发、工具使用\n和复杂的任务处理等方面的工作\nagent场景下稳定性、效率方面的表现\n也就是说\n谷歌想把Gemini从一个你\n偶尔发几个问题给它的AI中\n变成一个能够长久的\n为你服务的主力模型\n这次的变化看上去只是\n对软件的一个版本升级\n但是它所蕴含的意义却\n远远大于参数提升本身\n因为在人工智能代理真正\n的投入到工作中去之后\n一个任务往往要调用\n模型十几遍到几十遍不等\n此时人们比较的已经\n不是哪一个模型最厉害呢\n而会变成哪一个模型可以以较低\n的成本稳定的性能完成工作呢\n这样就会影响到\n人工智能行业的未来竞争模式\n因此今天我们这期的内容\n就不再只是单纯的去聊\n一下Gemini新版到底有多牛了\n而是从这次更新的背\n后来拆开来思考3个问题\n为什么谷歌会忽然如此\n重视一个不一定要追求第一\n但是非常擅长做事的模型呢\n在agent时代的背景下\n人工智能的价格是否可以不再仅仅\n以每百万个TOKEN多少钱来衡量呢\n另外谷歌、Openai、Deepseek等公司\n接下来又将会怎样进行竞争呢\n如果能解决好这三方面的问题的话\n那么你就能够发现\n谷歌此次发布的新模型\n并非只是单纯的创新\n在于它已经提前预判到了人工智能\n下一阶段最大应用场景的可能性\n大家好我叫财经翻译官\n本期我们从Gemini这次\n的新版本发布说起\n把谷歌想要抢走的东西\n一层层的拆开来给你看\n再说一下这次更新中\n最不符合常理的部分\n过去的几年里\n在人工智能行业的发布会上\n大家都在比的是谁能在最\n困难的基准测试中拿到第一名\n或者解出其他模型无法\n解答的数学题和推理题\n好像模型只要足够聪明\n就可以一统江湖了\n但是这次Gemini3.7Flash并没有\n想要争夺最强大脑的称号\n谷歌给自己定的位置是Workhorse model\n即主力干活的模型\n它并不追求在极难的问题上获得胜利\n它的目标就是解决开发人员每天\n都会频繁使用的各种真实的场景问题\n编写业务代码\n读取很长的文件\n调用各种API\n自动浏览网页查找资料\n处理日常工作中的各项事务\n这些事情并不酷炫\n也不能登上科技新闻头条\n但是他们是开发人员\n每天都要做的80%的工作\n定位的变化要比性能提高更加重要\n这说明整个行业对\n考核的标准发生了变化\n以前人们比的是谁的回答最聪明\n而现在要开始比的是\n谁能用更便宜的价格\n在更多的步骤中遇到错误时\n能够自己纠正\n重新规划路线\n就如公司在招聘的时候\n最聪明的大学毕业生\n当然是最好的人选了\n但是真正能够把日常\n工作做的既快又好\n不需要经常有人来收拾烂摊子的人才\n才是团队中最不可或缺的核心力量\n我跟很多做人工智能\n应用的朋友交流过\n他们之前遇到的最大\n难题就是这样一个问题\n很多模型跑分看起来很厉害\n但是真正放到生产环境中使用\n就会出现各种各样的问题\n让其写出一个完整的功能\n它可以帮到你遗漏了依赖包\n让其修改现有的项目代码\n它可以把其他正常的功能搞砸\n对于需求不明确的地方\n它不会提问\n全部依靠自己的猜测来完成工作\n并且所产出的结果也无法使用\n最后开发人员还要花费更多\n的精力来处理这个问题\n从而降低工作效率\n此次Gemini3.7Flash的出现\n显然是为了应对上述问题而设计的\n我们可以看一下一些\n公开的基准测试数据\n就可以知道它所要\n提高的方向非常明确\n按照Frontier Code 1.1代码基准来计算的话\n在3.6版本中得分为34.4%\n而在43.6%\n在更加接近真实的工程\n项目中进行的DEPSE 1.1测试上\n从49%直接上升到65.3%\nWebDevArena\n面向网页开发的比赛\n已经上升到1,588分\n用终端命令行来测试\nTerminalBench 2.1的时候\n得到的成绩是85.8%\n最极端的情况就是Oswald 2.0\n即测试人工智能控制电脑桌面的能力\n该分数由原来的3.8%猛增到现在的47.9%\n之前用的模型在电脑上\n操作的基本都是点错按钮\n开错软件的水平\n现在可以独立完成\n将近一半的桌面端工作\n例如整理文件、使用软件、填写表格等\n对于agent来说\n这是实实在在的进步\n但是谷歌并没有掩饰自己的缺点\n在更难的TerminalBench 3.0测试中\n谷歌只获得了14.9%的成绩\n小于GPT-5.6terror的20.8%的情况下\n在极端复杂工程任务上\n并不是行业的顶尖水平\n但是对于大多数\n开发者日常的需求而言\n它的能力已经足够使用了\n并且更加懂得怎样把事情做好、做对\n针对性的加强了一些在\n实际开发中经常用到的能力\n严格按照字面意思来执行\n并且不会随意添加\n一些没有被要求的功能\n对于需求不明确的\n地方会主动去询问\n并不是自己瞎猜\n当发现路径走不通\n或者错误很多时\n就会及时止损\n不会一条路走到黑\n浪费大量的时间与计算资源\n这些特点在跑分中是无法体现出来的\n但是真正使用的时候\n体验上的差别就会很明显\n讲完了性能之后\n我们就来聊聊这次更新中最为\n核心的一点agent时代经济学\n也就是人工智能模型成本账\n在算法上已经发生了变化\n人们比较模型的价格时\n只关心每百个TOKEN多少钱\n哪个更便宜就用哪个\n在之前的单轮对话中是正确的\n当你提出一个问题的时候\n模型就会回答一次\n并且计算的非常准确\n但是到了agent代理的时代之后\n该算法就完全不起作用了\nagent不是一次回答一个问题就结束了\n而是一直的去完成一系列的任务\n首先要弄清楚目标是什么\n然后调动相应的工具来实现这个目标\n接着读取相关的文件\n编写代码并进行测试\n一旦发现问题就会及时修正和重试\n整个过程中可能会使用\n到十几乃至几十个模型\n此时衡量成本的主要指标不再\n是每百万个TOKEN的价格\n而变成了完成一个完整的\n任务所需要的所有费用\n有些模型的价格看上去很低廉\n但是第一回做不正确的话\n就要反复尝试几次\n期间还要调用很多没有用到过的工具\n最后算总账的时候\n费用反而要比单个模型的价格高一些\n但是只要有一次能够做到\n的事情的模型就值钱多了\n就比如你要请个装修工人\n一个工钱便宜\n但是干活粗糙\n装完了还要拆掉重新安装三次\n最后花费的钱和时间都比\n找一个工钱稍微高一点\n但是只用一次就可以\n完成的工作的人要多得多\nGemini3.7Flash本次优化的重点是\n提高第一次就做对的概率\n降低不必要的工具使用\n以及无意义的重复尝试\n它不一定是最便宜的型号\n但是只要能减少重试次数\n那么完成同一项工作\n的总成本就会降低\n这才是企业用户真正关心的账单\n毕竟企业在使用人工智能的时候\n是为了降低成本\n提高效率\n并不是为了购买最低价的代币\n按照这样的成本考量来分析\n它所采取的价格策略的话\n就可以很容易的理解\n到谷歌的战略意图了\n官方公布的售价为\n在2026年底之前是推广价\n输入TOKEN每百万0.75美元\n输出TOKEN每百万3.75美元\n自2027年1月1日开始实行正式价格\n在上涨至1.5美元的时候\n输出上涨到7.5美元\n也就是翻倍\n从价格上来看\n它要比很多开源模型要贵一些\n但是结合其性能以及\n任务完成率来考量的话\n其实它的性价比是非常高的\n谷歌给出这样的价格\n并不是依靠该模型来短期内获利\n而是有两重明确的战略目的\n第一项任务就是夺取\n开发者默认的选择权\n现在的AI开发迁移成本其实要\n比人们想象中的要高一些\n当开发者习惯于某\n一个模型回答的方式\n并且把提示词库工具链工\n作流都建立在该模型之上时\n就不会轻易更换其他模型了\n更换一次就需要重新调整和测试\n费用很高\n目前谷歌采用的是接近\n成本的价格进行推广\n目的是为了让开发者以较\n低的成本使用到产品中去\n在开发者习惯之后再逐步\n绑定到Gemini生态系统上来\n即使到了2027年再提价\n如果总的费用仍然低于竞争对手的话\n大多数人是不会选择离开的\n第二个目的就是夺取\n企业的模型路由的主导权\n稍微有点规模的企业并\n不是只会使用一种模型\n而是会进行分层路由\n大约有5%的最复杂的最难的\n任务会被交由最昂贵且能力\n最强的顶级模型来处理\n剩下的高频重复难度较低的\n日程工作都交给性价比高\n速度快、稳定性强的主要模型来完成\n95%的任务中\n调用量是顶级模型的几十上百倍\n这才是人工智能市场的最大基础盘\nGemini3.7Flash打向的是这个市场\n不会和顶级模型争夺那5%的高光场景\n而是吃掉剩下的95%的高频调用\n看上去单价不高\n但是架不住使用次数多\n细水长流的收入要比依靠顶尖的\n人工智能来赚钱更有实际意义\n除了模型本身之外\n谷歌还拥有其他厂商所不具备的优势\n那就是它自己的生态系统\n而此次同步推出的新品Spark\n全天候代理则是用这个牌\n即使是第三方的人工智能做的最好了\n也免不了有一个绕不过去的问题\n它拿不到你个人上下文的信息\n要让其帮助你处理邮件的话\n就需要你自己把邮件的\n内容导出来再上传上去\n让其为你安排日程\n需要自己把日程表发送给他\n让其修改文档\n上传文件等事情也是\n一次又一次的进行\n十分不便\n但是Spark是由谷歌直接\n开发出来的代理软件\n它可以非常深入的与Gmail Google\n日历、Google文档等几乎每一个\n职场人使用的软件进行连接\n它可以自动读取你的\n邮件日程文档等信息\n并且不需要你不断的\n进行数据同步操作\n可以直接帮助你回复邮件\n安排会议、修改文档、整理资料等等\n这样的用户体验是\n第三方人工智能很难做到的\n但是权限越高\n所承担的风险也就越大\n如果人工智能可以随意读取和\n修改你的电子邮件文档等信息\n那么一次错误的操作就会\n导致重要的文件被删除\n或者给客户提供错误的内容\n所造成的影响要比普通\n的AI胡言乱语要大得多\n因此谷歌也需要做好三件事情\n极高的操作透明度\n让使用者知道\n人工智能每一步要做什么\n重要的操作要人工二次确认\n例如发送电子邮件删除\n文件之前都要得到你的同意\n还有一整套的审计日志\n所有的操作都可以被倒退回去\n另外它也加入了Antigravity开发环境\n把人工智能的操作放在一个可以回滚\n受到控制的边界之中\n即使人工智能操作出错\n或者是遇到网络不稳定\n验证码等现实生活中的意外情况\n也可以通过一键回滚\n功能回到之前的状况\n并不会把你的本地环境弄垮\n虽然这些细节并不酷炫\n但是他们是agent真正的去面对\n和解决工作中遇到的各种\n问题所必须跨越的一道坎\n把目光放远一些的话\n目前人工智能界的三大\n巨头们所走的道路已经十分明确\n并且这三条道路根本就不是一回事\n谷歌的Gemini3.7Flash主要卖点为\n性价比、工程完成率、工具链绑定\n以及全套生态入口\n目的是成为整个行业的主要工作模式\n并且占领最大的日常使用市场\nOpenAi所走的道路是性能上限\n与极速路线相结合的方式\n它所推出的新一代推理服务Ultrafast\n在最高峰的时候可以达到\n每秒钟750个输出TOKEN的速度\n就是为了消除agent\n连续工作时延的问题\n以前agent做任务的时候要等\n它一步一步的反应出来\n卡顿感很强\n极速推理可以让整个\n过程像真人操作一样流畅\n主要针对的是高端场景以及实时交互\n例如实时语音对话\n实时设备控制、复杂的推理等等\n对于延迟和能力上限\n有较高要求的场景\n而Deepseek走的是差异化的路线\nV4Pro版本反而提高了售价\n并且开始追求更高的毛利额\n之前是以廉价替代品的身份出现的\n现在则要向高附加值的产品发展了\n不再进行价格战\n利用一定的场景来获得收益\n三条不同的道路\n实际上表明了\n人工智能市场的分化趋势\n并且不会形成一家独大的局面\n高端场景、大众市场、性价比场景等\n未来的各个场景都会出现相应的玩家\n而竞争也不再是简单的\n谁跑分高谁赢的问题了\n但是我们也应该清醒地认识到\n谷歌此次的战略部署\n并不是完全没有风险\n在一些方面\n如果没有做好\n可能会对它实现目标产生影响\n第一个问题就是发布的频率过快\n每隔三周进行一次大的版本更新\n对于普通的用户来说是一件好事\n但是对于企业用户而言\n兼容性测试以及维护的成本将会很高\n企业把主要业务都放在API上\n每次模型更新都需要\n重新测试所有的功能\n害怕新的版本改变了输出格式\n或者功能发生变化\n从而影响到线上的业务\n迭代速度过快会使得保守\n企业无法将关键业务流程上线\n第二个问题就是跑分与\n实际业务之间的差异\n公开基准测试是标准的问题\n但是企业的实际业务环境千变万化\n有的企业有着几十年的老系统\n有的企业则存在复杂的内部后端\n还有一些非常奇特的边缘场景\n跑分高并不意味着在这样的\n环境中可以保持稳定的运行状态\n在实际的企业用户的使用过程中\n是否能够持久的为企业用户提供服务\n则要根据实际情况来判断\n第三个问题是优惠\n期满之后的价格翻倍\n目前低价为推广期的价格\n在2,027年正式售价时会直接翻倍\n到那时很多小微企业和个人\n开发者的成本账都要重新算了\n到时候竞品推出\n性价比更高的产品的话\n就会有一部分价格敏感型用户流失\n第四问是关于隐私以及越权的风险\nagent获得了邮箱、文档\n日程等高权限之后\n在一次误读误写中所造成的后果\n要比普通的AI幻觉要严重得多\n普通的幻觉就是说错了某句话\n而高权限agent所出现的幻觉\n有可能会带来实际的损失\n如果这个问题处理不好的话\n企业和个人用户都不敢\n真的把高权限交给别人\n第五个问题是\n谷歌的产品线非常分散\n目前Gemini有Pro Flash Ultra等版本\n并且还推出了Spark代理和Antigravity\n开发环境等一系列名称繁多的产品\n普通的用户根本无法\n分辨出哪些是哪一种产品\n自己选择的话就选哪一个吧\n产品的线太多\n反而会使用户的挑选成本增加\n说到这的时候\n可能会有人联想到之前谷歌\n的核心高管离职创业的事情\n在那个时候\n很多人都认为谷歌的\n人工智能要不行了\n核心的人才走了之后\n后续的迭代也一定跟不上\n结果才过了几个月的时间\nGemini三周发布一次新版本\n迭代的速度一点都没有减缓过\n反而越来越快了\n这件事情实际上也是\n给我们的一个警示\n目前的人工智能竞争并不是\n依靠少数顶尖的研究人员\n单打独斗就可以做到的了\n现在已经变成了一种\n工业化流水线式的竞争\n依靠的是算力规模、数据飞轮\n自动化评测体系\n产品分发渠道组成的一个完整的系统\n顶尖的人才固然很重要\n但是系统的迭代能力才是\n目前大厂的核心竞争力\n流水线运转的情况下\n个别人员的调动并不会\n改变整个系统迭代的速度\n对普通人来说\n这同样有着非常直接的启示\n以后人类的核心价值观并\n不是跟AI比谁写代码更快\n谁做执行更强\n这些问题模型都会做的很快\n而且很便宜\n人的真正不可替代之处\n在于确定正确的目标\n控制最后结果\n对决策负责\n而模型只起到高效的执行作用\n倒不如先学会如何利用好这个执行层\n来为模型定方向\n查结果的人\n最后谷歌这次能不能成功\n其实不需要看发布会吹的多么好\n只需要关注4个主要的数据就可以了\n第二是开发者选择的标准\n它是否真的会成为大家\n生产环境中默认使用的模型\n而不会只是用来测试和玩耍\n并且编写一些简单的脚本而已\n第二步就是对整个\n项目的成本进行计算\n包括了重试、人工修复等费用之后\n该项目真正完成的任务总成本\n到底是不是真的比竞争对手低呢\n第三是用户的粘性\nSpark这样的代理产品能否使\n用户形成高频使用的好习惯\n而不能只是新鲜感\n一下就忘了\n第四是生态治理方面\n谷歌能否把杂乱无章的\n产品线整理的井然有序\n并且能够有效的降低用户的\n决策难度以及使用成本呢\n因此回头来看\n谷歌这次又发布了Gemini新版本\n真正值得我们关注的是\n它多出了多少个参数\n并不是哪一个排行榜上超越了谁\n更主要的是\n谷歌正把Gemini的功能由原来的\n回答问题的AI逐渐转变为现在\n的可以帮你做事情的工作型AI\n而其背后所代表的是\n人工智能行业的一个重要变革\n以前人们比拼的是模型有多聪明\n接下来要拼的是模型是否能完成任务\n谁能使得agent更加稳定的使用工具\n并且减少错误的发生\n也不再反复尝试同样的工作\n而又能把每次任务的成本降到最低\n那么他就有可能真正的\n进入到企业的工作当中去\n因此Gemini这次更新\n我认为更值得关注的是3个方面\n开发人员是否真的会把\n它们放到生产环境中去使用\n企业在计算了全部的成本之后\n是否还会愿意长久的使用\n还有谷歌是否能够利用Gmail\nDocs Calendar等整个生态系统\n并且把Gemini变成用户每天\n都要用到的应用程序\n如果上述的事情最后\n都能够运行起来的话\n那么谷歌此次不断更新Gemini\n并且频繁的进行更新\n就不只是普通的版本升级了\n在某种程度上来说\n它已经预示着人工智能\n代理时代到来的可能性\n但是现在下结论为时尚早\n人工智能行业的变化很快\n今天处于领先地位的企业并不\n代表明天仍然会保持领先地位\n值得我们长期关注的是\n这些模型是否可以从发布会\n中发布的参数、跑分等信息中\n真正走入到普通人的工作流程\n以及企业的实际业务当中去\n这也是我一直想要做的\n在于告诉人们谁发布过什么\n并不是说只把新闻\n本身讲清楚就可以了\n而要把新闻背后所涉及的产业\n逻辑也一并拆开来给大家看\n如果你想继续学习人工智能\n科技巨头以及美股市场的深层次原理\n请关注本频道\n最后还想问一下你\n你觉得Gemini将来最大的优势是什么\n是模型本身的实力\n还是背后谷歌整个生态系统的力量\n欢迎大家在评论区发表自己的观点\n本期内容仅为产业\n信息分享与观点交流\n不构成任何投资建议或交易依据\nAI行业变化非常快\n任何判断都存在不确定性\n请大家独立思考\n理性看待市场变化\n我们下一期见",
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      "id": 18,
      "start": 40.4,
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      "id": 24,
      "start": 55.7,
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      "id": 25,
      "start": 57.966,
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      "text": "变成一个能够长久的",
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      "id": 30,
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      "id": 32,
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      "end": 77.0,
      "text": "模型十几遍到几十遍不等",
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    {
      "id": 35,
      "start": 77.2,
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    {
      "id": 36,
      "start": 78.566,
      "end": 80.733,
      "text": "不是哪一个模型最厉害呢",
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    {
      "id": 37,
      "start": 80.733,
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      "text": "而会变成哪一个模型可以以较低",
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    {
      "id": 38,
      "start": 83.466,
      "end": 86.333,
      "text": "的成本稳定的性能完成工作呢",
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    },
    {
      "id": 39,
      "start": 86.666,
      "end": 87.9,
      "text": "这样就会影响到",
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      "id": 40,
      "start": 87.9,
      "end": 90.3,
      "text": "人工智能行业的未来竞争模式",
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    {
      "id": 41,
      "start": 90.7,
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      "text": "因此今天我们这期的内容",
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      "start": 92.3,
      "end": 93.933,
      "text": "就不再只是单纯的去聊",
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      "authority": "video_source_subtitle"
    },
    {
      "id": 43,
      "start": 93.933,
      "end": 96.2,
      "text": "一下Gemini新版到底有多牛了",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 44,
      "start": 96.266,
      "end": 97.666,
      "text": "而是从这次更新的背",
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      "authority": "video_source_subtitle"
    },
    {
      "id": 45,
      "start": 97.666,
      "end": 99.666,
      "text": "后来拆开来思考3个问题",
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      "authority": "video_source_subtitle"
    },
    {
      "id": 46,
      "start": 99.9,
      "end": 101.5,
      "text": "为什么谷歌会忽然如此",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 47,
      "start": 101.5,
      "end": 103.733,
      "text": "重视一个不一定要追求第一",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 48,
      "start": 103.733,
      "end": 106.1,
      "text": "但是非常擅长做事的模型呢",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 49,
      "start": 106.366,
      "end": 108.1,
      "text": "在agent时代的背景下",
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      "authority": "video_source_subtitle"
    },
    {
      "id": 50,
      "start": 108.133,
      "end": 110.7,
      "text": "人工智能的价格是否可以不再仅仅",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 51,
      "start": 110.7,
      "end": 113.4,
      "text": "以每百万个TOKEN多少钱来衡量呢",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 52,
      "start": 113.7,
      "end": 117.466,
      "text": "另外谷歌、Openai、Deepseek等公司",
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      "authority": "video_source_subtitle"
    },
    {
      "id": 53,
      "start": 117.466,
      "end": 119.9,
      "text": "接下来又将会怎样进行竞争呢",
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      "authority": "video_source_subtitle"
    },
    {
      "id": 54,
      "start": 120.066,
      "end": 122.566,
      "text": "如果能解决好这三方面的问题的话",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 55,
      "start": 122.6,
      "end": 124.0,
      "text": "那么你就能够发现",
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      "authority": "video_source_subtitle"
    },
    {
      "id": 56,
      "start": 124.133,
      "end": 125.966,
      "text": "谷歌此次发布的新模型",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 57,
      "start": 126.0,
      "end": 127.866,
      "text": "并非只是单纯的创新",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 58,
      "start": 128.2,
      "end": 130.5,
      "text": "在于它已经提前预判到了人工智能",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 59,
      "start": 130.5,
      "end": 132.933,
      "text": "下一阶段最大应用场景的可能性",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 60,
      "start": 133.2,
      "end": 135.7,
      "text": "大家好我叫财经翻译官",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 61,
      "start": 135.966,
      "end": 137.566,
      "text": "本期我们从Gemini这次",
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      "authority": "video_source_subtitle"
    },
    {
      "id": 62,
      "start": 137.566,
      "end": 139.266,
      "text": "的新版本发布说起",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 63,
      "start": 139.3,
      "end": 141.066,
      "text": "把谷歌想要抢走的东西",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 64,
      "start": 141.066,
      "end": 142.9,
      "text": "一层层的拆开来给你看",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 65,
      "start": 142.966,
      "end": 144.6,
      "text": "再说一下这次更新中",
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      "authority": "video_source_subtitle"
    },
    {
      "id": 66,
      "start": 144.6,
      "end": 146.266,
      "text": "最不符合常理的部分",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 67,
      "start": 146.7,
      "end": 147.733,
      "text": "过去的几年里",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 68,
      "start": 147.733,
      "end": 149.9,
      "text": "在人工智能行业的发布会上",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 69,
      "start": 149.9,
      "end": 152.0,
      "text": "大家都在比的是谁能在最",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 70,
      "start": 152.0,
      "end": 154.4,
      "text": "困难的基准测试中拿到第一名",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 71,
      "start": 154.666,
      "end": 156.333,
      "text": "或者解出其他模型无法",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 72,
      "start": 156.333,
      "end": 158.066,
      "text": "解答的数学题和推理题",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 73,
      "start": 158.1,
      "end": 159.933,
      "text": "好像模型只要足够聪明",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 74,
      "start": 159.933,
      "end": 161.6,
      "text": "就可以一统江湖了",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 75,
      "start": 161.8,
      "end": 165.0,
      "text": "但是这次Gemini3.7Flash并没有",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 76,
      "start": 165.0,
      "end": 167.3,
      "text": "想要争夺最强大脑的称号",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 77,
      "start": 167.7,
      "end": 170.4,
      "text": "谷歌给自己定的位置是Workhorse model",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 78,
      "start": 170.533,
      "end": 172.333,
      "text": "即主力干活的模型",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 79,
      "start": 172.7,
      "end": 175.7,
      "text": "它并不追求在极难的问题上获得胜利",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 80,
      "start": 176.0,
      "end": 178.366,
      "text": "它的目标就是解决开发人员每天",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 81,
      "start": 178.366,
      "end": 181.466,
      "text": "都会频繁使用的各种真实的场景问题",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 82,
      "start": 181.533,
      "end": 182.7,
      "text": "编写业务代码",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 83,
      "start": 182.966,
      "end": 184.2,
      "text": "读取很长的文件",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 84,
      "start": 184.333,
      "end": 185.733,
      "text": "调用各种API",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 85,
      "start": 185.766,
      "end": 187.766,
      "text": "自动浏览网页查找资料",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 86,
      "start": 187.866,
      "end": 189.966,
      "text": "处理日常工作中的各项事务",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 87,
      "start": 190.4,
      "end": 191.933,
      "text": "这些事情并不酷炫",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 88,
      "start": 191.933,
      "end": 193.966,
      "text": "也不能登上科技新闻头条",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 89,
      "start": 194.1,
      "end": 195.933,
      "text": "但是他们是开发人员",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 90,
      "start": 195.933,
      "end": 198.333,
      "text": "每天都要做的80%的工作",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 91,
      "start": 198.566,
      "end": 201.6,
      "text": "定位的变化要比性能提高更加重要",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 92,
      "start": 201.766,
      "end": 203.3,
      "text": "这说明整个行业对",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 93,
      "start": 203.3,
      "end": 205.1,
      "text": "考核的标准发生了变化",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 94,
      "start": 205.266,
      "end": 207.9,
      "text": "以前人们比的是谁的回答最聪明",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 95,
      "start": 207.9,
      "end": 209.533,
      "text": "而现在要开始比的是",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 96,
      "start": 209.533,
      "end": 211.3,
      "text": "谁能用更便宜的价格",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 97,
      "start": 211.7,
      "end": 213.7,
      "text": "在更多的步骤中遇到错误时",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 98,
      "start": 213.7,
      "end": 214.9,
      "text": "能够自己纠正",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 99,
      "start": 215.0,
      "end": 216.4,
      "text": "重新规划路线",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 100,
      "start": 216.7,
      "end": 218.5,
      "text": "就如公司在招聘的时候",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 101,
      "start": 218.5,
      "end": 219.933,
      "text": "最聪明的大学毕业生",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 102,
      "start": 219.933,
      "end": 221.566,
      "text": "当然是最好的人选了",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 103,
      "start": 221.6,
      "end": 223.133,
      "text": "但是真正能够把日常",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 104,
      "start": 223.133,
      "end": 225.166,
      "text": "工作做的既快又好",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 105,
      "start": 225.3,
      "end": 228.133,
      "text": "不需要经常有人来收拾烂摊子的人才",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 106,
      "start": 228.133,
      "end": 231.4,
      "text": "才是团队中最不可或缺的核心力量",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 107,
      "start": 231.8,
      "end": 233.066,
      "text": "我跟很多做人工智能",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 108,
      "start": 233.066,
      "end": 234.366,
      "text": "应用的朋友交流过",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 109,
      "start": 234.466,
      "end": 235.666,
      "text": "他们之前遇到的最大",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 110,
      "start": 235.666,
      "end": 237.166,
      "text": "难题就是这样一个问题",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 111,
      "start": 237.333,
      "end": 239.4,
      "text": "很多模型跑分看起来很厉害",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 112,
      "start": 239.533,
      "end": 242.1,
      "text": "但是真正放到生产环境中使用",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 113,
      "start": 242.1,
      "end": 244.0,
      "text": "就会出现各种各样的问题",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 114,
      "start": 244.466,
      "end": 246.366,
      "text": "让其写出一个完整的功能",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 115,
      "start": 246.5,
      "end": 248.466,
      "text": "它可以帮到你遗漏了依赖包",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 116,
      "start": 248.466,
      "end": 250.7,
      "text": "让其修改现有的项目代码",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 117,
      "start": 250.766,
      "end": 252.9,
      "text": "它可以把其他正常的功能搞砸",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 118,
      "start": 252.966,
      "end": 254.766,
      "text": "对于需求不明确的地方",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 119,
      "start": 254.966,
      "end": 256.0,
      "text": "它不会提问",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 120,
      "start": 256.066,
      "end": 258.5,
      "text": "全部依靠自己的猜测来完成工作",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 121,
      "start": 258.533,
      "end": 260.933,
      "text": "并且所产出的结果也无法使用",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 122,
      "start": 261.133,
      "end": 263.333,
      "text": "最后开发人员还要花费更多",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 123,
      "start": 263.333,
      "end": 265.2,
      "text": "的精力来处理这个问题",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 124,
      "start": 265.266,
      "end": 266.766,
      "text": "从而降低工作效率",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 125,
      "start": 267.166,
      "end": 269.766,
      "text": "此次Gemini3.7Flash的出现",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 126,
      "start": 269.8,
      "end": 272.566,
      "text": "显然是为了应对上述问题而设计的",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 127,
      "start": 272.766,
      "end": 273.766,
      "text": "我们可以看一下一些",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 128,
      "start": 273.766,
      "end": 275.4,
      "text": "公开的基准测试数据",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 129,
      "start": 275.4,
      "end": 276.566,
      "text": "就可以知道它所要",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 130,
      "start": 276.566,
      "end": 278.133,
      "text": "提高的方向非常明确",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 131,
      "start": 278.4,
      "end": 281.6,
      "text": "按照Frontier Code 1.1代码基准来计算的话",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 132,
      "start": 281.6,
      "end": 284.933,
      "text": "在3.6版本中得分为34.4%",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 133,
      "start": 284.933,
      "end": 286.766,
      "text": "而在43.6%",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 134,
      "start": 287.1,
      "end": 288.766,
      "text": "在更加接近真实的工程",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 135,
      "start": 288.766,
      "end": 291.9,
      "text": "项目中进行的DEPSE 1.1测试上",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 136,
      "start": 291.9,
      "end": 295.3,
      "text": "从49%直接上升到65.3%",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 137,
      "start": 295.466,
      "end": 296.533,
      "text": "WebDevArena",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 138,
      "start": 296.6,
      "end": 298.3,
      "text": "面向网页开发的比赛",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 139,
      "start": 298.3,
      "end": 300.8,
      "text": "已经上升到1,588分",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 140,
      "start": 301.1,
      "end": 302.933,
      "text": "用终端命令行来测试",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 141,
      "start": 303.1,
      "end": 304.933,
      "text": "TerminalBench 2.1的时候",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 142,
      "start": 304.933,
      "end": 307.566,
      "text": "得到的成绩是85.8%",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 143,
      "start": 307.866,
      "end": 310.366,
      "text": "最极端的情况就是Oswald 2.0",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 144,
      "start": 310.366,
      "end": 313.2,
      "text": "即测试人工智能控制电脑桌面的能力",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 145,
      "start": 313.2,
      "end": 318.166,
      "text": "该分数由原来的3.8%猛增到现在的47.9%",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 146,
      "start": 318.533,
      "end": 320.066,
      "text": "之前用的模型在电脑上",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 147,
      "start": 320.066,
      "end": 322.133,
      "text": "操作的基本都是点错按钮",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 148,
      "start": 322.133,
      "end": 323.533,
      "text": "开错软件的水平",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 149,
      "start": 323.6,
      "end": 324.866,
      "text": "现在可以独立完成",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 150,
      "start": 324.866,
      "end": 326.733,
      "text": "将近一半的桌面端工作",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 151,
      "start": 326.8,
      "end": 330.266,
      "text": "例如整理文件、使用软件、填写表格等",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 152,
      "start": 330.266,
      "end": 331.466,
      "text": "对于agent来说",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 153,
      "start": 331.466,
      "end": 333.166,
      "text": "这是实实在在的进步",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 154,
      "start": 333.533,
      "end": 335.8,
      "text": "但是谷歌并没有掩饰自己的缺点",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 155,
      "start": 335.8,
      "end": 338.666,
      "text": "在更难的TerminalBench 3.0测试中",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 156,
      "start": 338.7,
      "end": 341.3,
      "text": "谷歌只获得了14.9%的成绩",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 157,
      "start": 341.533,
      "end": 345.566,
      "text": "小于GPT-5.6terror的20.8%的情况下",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 158,
      "start": 345.566,
      "end": 347.5,
      "text": "在极端复杂工程任务上",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 159,
      "start": 347.5,
      "end": 349.3,
      "text": "并不是行业的顶尖水平",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 160,
      "start": 349.733,
      "end": 350.566,
      "text": "但是对于大多数",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 161,
      "start": 350.566,
      "end": 352.2,
      "text": "开发者日常的需求而言",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 162,
      "start": 352.266,
      "end": 354.5,
      "text": "它的能力已经足够使用了",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 163,
      "start": 354.6,
      "end": 357.6,
      "text": "并且更加懂得怎样把事情做好、做对",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 164,
      "start": 357.9,
      "end": 359.466,
      "text": "针对性的加强了一些在",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 165,
      "start": 359.466,
      "end": 361.6,
      "text": "实际开发中经常用到的能力",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 166,
      "start": 361.733,
      "end": 363.766,
      "text": "严格按照字面意思来执行",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 167,
      "start": 363.9,
      "end": 365.3,
      "text": "并且不会随意添加",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 168,
      "start": 365.3,
      "end": 367.0,
      "text": "一些没有被要求的功能",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 169,
      "start": 367.3,
      "end": 368.8,
      "text": "对于需求不明确的",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 170,
      "start": 369.133,
      "end": 370.666,
      "text": "地方会主动去询问",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 171,
      "start": 370.7,
      "end": 372.066,
      "text": "并不是自己瞎猜",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 172,
      "start": 372.2,
      "end": 373.766,
      "text": "当发现路径走不通",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 173,
      "start": 373.766,
      "end": 375.066,
      "text": "或者错误很多时",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 174,
      "start": 375.066,
      "end": 376.3,
      "text": "就会及时止损",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 175,
      "start": 376.366,
      "end": 377.966,
      "text": "不会一条路走到黑",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 176,
      "start": 378.0,
      "end": 380.266,
      "text": "浪费大量的时间与计算资源",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 177,
      "start": 380.666,
      "end": 383.666,
      "text": "这些特点在跑分中是无法体现出来的",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 178,
      "start": 383.7,
      "end": 385.6,
      "text": "但是真正使用的时候",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 179,
      "start": 385.6,
      "end": 387.733,
      "text": "体验上的差别就会很明显",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 180,
      "start": 388.066,
      "end": 389.3,
      "text": "讲完了性能之后",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 181,
      "start": 389.3,
      "end": 391.2,
      "text": "我们就来聊聊这次更新中最为",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 182,
      "start": 391.2,
      "end": 393.733,
      "text": "核心的一点agent时代经济学",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 183,
      "start": 393.766,
      "end": 395.9,
      "text": "也就是人工智能模型成本账",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 184,
      "start": 395.9,
      "end": 397.9,
      "text": "在算法上已经发生了变化",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 185,
      "start": 398.333,
      "end": 399.933,
      "text": "人们比较模型的价格时",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 186,
      "start": 399.933,
      "end": 402.1,
      "text": "只关心每百个TOKEN多少钱",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 187,
      "start": 402.133,
      "end": 403.933,
      "text": "哪个更便宜就用哪个",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 188,
      "start": 404.066,
      "end": 406.666,
      "text": "在之前的单轮对话中是正确的",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 189,
      "start": 406.666,
      "end": 408.5,
      "text": "当你提出一个问题的时候",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 190,
      "start": 408.566,
      "end": 410.1,
      "text": "模型就会回答一次",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 191,
      "start": 410.1,
      "end": 411.866,
      "text": "并且计算的非常准确",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 192,
      "start": 412.133,
      "end": 414.366,
      "text": "但是到了agent代理的时代之后",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 193,
      "start": 414.366,
      "end": 416.5,
      "text": "该算法就完全不起作用了",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 194,
      "start": 416.866,
      "end": 419.533,
      "text": "agent不是一次回答一个问题就结束了",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 195,
      "start": 419.566,
      "end": 422.2,
      "text": "而是一直的去完成一系列的任务",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 196,
      "start": 422.4,
      "end": 424.866,
      "text": "首先要弄清楚目标是什么",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 197,
      "start": 424.866,
      "end": 428.066,
      "text": "然后调动相应的工具来实现这个目标",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 198,
      "start": 428.366,
      "end": 429.966,
      "text": "接着读取相关的文件",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 199,
      "start": 430.066,
      "end": 431.733,
      "text": "编写代码并进行测试",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 200,
      "start": 431.766,
      "end": 434.566,
      "text": "一旦发现问题就会及时修正和重试",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 201,
      "start": 434.9,
      "end": 436.466,
      "text": "整个过程中可能会使用",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 202,
      "start": 436.466,
      "end": 438.5,
      "text": "到十几乃至几十个模型",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 203,
      "start": 438.9,
      "end": 441.266,
      "text": "此时衡量成本的主要指标不再",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 204,
      "start": 441.266,
      "end": 443.1,
      "text": "是每百万个TOKEN的价格",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 205,
      "start": 443.133,
      "end": 445.3,
      "text": "而变成了完成一个完整的",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 206,
      "start": 445.3,
      "end": 447.0,
      "text": "任务所需要的所有费用",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 207,
      "start": 447.5,
      "end": 449.666,
      "text": "有些模型的价格看上去很低廉",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 208,
      "start": 449.733,
      "end": 451.5,
      "text": "但是第一回做不正确的话",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 209,
      "start": 451.5,
      "end": 453.166,
      "text": "就要反复尝试几次",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 210,
      "start": 453.266,
      "end": 455.966,
      "text": "期间还要调用很多没有用到过的工具",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 211,
      "start": 456.1,
      "end": 457.666,
      "text": "最后算总账的时候",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 212,
      "start": 457.9,
      "end": 460.766,
      "text": "费用反而要比单个模型的价格高一些",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 213,
      "start": 460.9,
      "end": 462.666,
      "text": "但是只要有一次能够做到",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 214,
      "start": 462.666,
      "end": 464.7,
      "text": "的事情的模型就值钱多了",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 215,
      "start": 464.933,
      "end": 467.166,
      "text": "就比如你要请个装修工人",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 216,
      "start": 467.166,
      "end": 468.2,
      "text": "一个工钱便宜",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 217,
      "start": 468.2,
      "end": 469.4,
      "text": "但是干活粗糙",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 218,
      "start": 469.533,
      "end": 472.133,
      "text": "装完了还要拆掉重新安装三次",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 219,
      "start": 472.4,
      "end": 474.2,
      "text": "最后花费的钱和时间都比",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 220,
      "start": 474.2,
      "end": 475.7,
      "text": "找一个工钱稍微高一点",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 221,
      "start": 475.7,
      "end": 477.066,
      "text": "但是只用一次就可以",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 222,
      "start": 477.066,
      "end": 479.266,
      "text": "完成的工作的人要多得多",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 223,
      "start": 479.533,
      "end": 482.466,
      "text": "Gemini3.7Flash本次优化的重点是",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 224,
      "start": 482.466,
      "end": 484.533,
      "text": "提高第一次就做对的概率",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 225,
      "start": 484.6,
      "end": 486.2,
      "text": "降低不必要的工具使用",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 226,
      "start": 486.2,
      "end": 488.0,
      "text": "以及无意义的重复尝试",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 227,
      "start": 488.466,
      "end": 490.266,
      "text": "它不一定是最便宜的型号",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 228,
      "start": 490.366,
      "end": 492.8,
      "text": "但是只要能减少重试次数",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 229,
      "start": 492.8,
      "end": 494.266,
      "text": "那么完成同一项工作",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 230,
      "start": 494.266,
      "end": 495.866,
      "text": "的总成本就会降低",
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      "authority": "video_source_subtitle"
    },
    {
      "id": 231,
      "start": 496.1,
      "end": 498.733,
      "text": "这才是企业用户真正关心的账单",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 232,
      "start": 498.933,
      "end": 501.3,
      "text": "毕竟企业在使用人工智能的时候",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 233,
      "start": 501.3,
      "end": 502.8,
      "text": "是为了降低成本",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 234,
      "start": 502.866,
      "end": 503.8,
      "text": "提高效率",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 235,
      "start": 503.933,
      "end": 506.166,
      "text": "并不是为了购买最低价的代币",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 236,
      "start": 506.666,
      "end": 508.733,
      "text": "按照这样的成本考量来分析",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 237,
      "start": 508.733,
      "end": 510.7,
      "text": "它所采取的价格策略的话",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 238,
      "start": 510.766,
      "end": 512.1,
      "text": "就可以很容易的理解",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 239,
      "start": 512.1,
      "end": 513.933,
      "text": "到谷歌的战略意图了",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 240,
      "start": 514.133,
      "end": 515.666,
      "text": "官方公布的售价为",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 241,
      "start": 515.666,
      "end": 518.766,
      "text": "在2026年底之前是推广价",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 242,
      "start": 518.866,
      "end": 521.7,
      "text": "输入TOKEN每百万0.75美元",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 243,
      "start": 521.733,
      "end": 524.4,
      "text": "输出TOKEN每百万3.75美元",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 244,
      "start": 524.766,
      "end": 528.3,
      "text": "自2027年1月1日开始实行正式价格",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 245,
      "start": 528.4,
      "end": 530.566,
      "text": "在上涨至1.5美元的时候",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 246,
      "start": 530.666,
      "end": 532.666,
      "text": "输出上涨到7.5美元",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 247,
      "start": 532.666,
      "end": 533.666,
      "text": "也就是翻倍",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 248,
      "start": 534.0,
      "end": 535.2,
      "text": "从价格上来看",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 249,
      "start": 535.2,
      "end": 537.6,
      "text": "它要比很多开源模型要贵一些",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 250,
      "start": 537.6,
      "end": 539.766,
      "text": "但是结合其性能以及",
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      "authority": "video_source_subtitle"
    },
    {
      "id": 251,
      "start": 539.766,
      "end": 541.666,
      "text": "任务完成率来考量的话",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 252,
      "start": 541.666,
      "end": 543.8,
      "text": "其实它的性价比是非常高的",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 253,
      "start": 544.0,
      "end": 545.466,
      "text": "谷歌给出这样的价格",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 254,
      "start": 545.6,
      "end": 548.533,
      "text": "并不是依靠该模型来短期内获利",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 255,
      "start": 548.533,
      "end": 550.7,
      "text": "而是有两重明确的战略目的",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 256,
      "start": 551.1,
      "end": 552.733,
      "text": "第一项任务就是夺取",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 257,
      "start": 552.733,
      "end": 554.366,
      "text": "开发者默认的选择权",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 258,
      "start": 554.566,
      "end": 556.7,
      "text": "现在的AI开发迁移成本其实要",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 259,
      "start": 556.7,
      "end": 558.566,
      "text": "比人们想象中的要高一些",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 260,
      "start": 558.733,
      "end": 560.166,
      "text": "当开发者习惯于某",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 261,
      "start": 560.166,
      "end": 561.666,
      "text": "一个模型回答的方式",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 262,
      "start": 561.733,
      "end": 564.366,
      "text": "并且把提示词库工具链工",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 263,
      "start": 564.366,
      "end": 566.4,
      "text": "作流都建立在该模型之上时",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 264,
      "start": 566.4,
      "end": 568.566,
      "text": "就不会轻易更换其他模型了",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 265,
      "start": 568.866,
      "end": 571.466,
      "text": "更换一次就需要重新调整和测试",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 266,
      "start": 571.566,
      "end": 572.533,
      "text": "费用很高",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 267,
      "start": 572.766,
      "end": 574.666,
      "text": "目前谷歌采用的是接近",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 268,
      "start": 574.666,
      "end": 576.3,
      "text": "成本的价格进行推广",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 269,
      "start": 576.4,
      "end": 578.133,
      "text": "目的是为了让开发者以较",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 270,
      "start": 578.133,
      "end": 580.166,
      "text": "低的成本使用到产品中去",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 271,
      "start": 580.166,
      "end": 582.133,
      "text": "在开发者习惯之后再逐步",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 272,
      "start": 582.133,
      "end": 584.5,
      "text": "绑定到Gemini生态系统上来",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 273,
      "start": 584.866,
      "end": 587.4,
      "text": "即使到了2027年再提价",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 274,
      "start": 587.4,
      "end": 590.4,
      "text": "如果总的费用仍然低于竞争对手的话",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 275,
      "start": 590.4,
      "end": 592.866,
      "text": "大多数人是不会选择离开的",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 276,
      "start": 593.1,
      "end": 594.766,
      "text": "第二个目的就是夺取",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 277,
      "start": 594.766,
      "end": 597.066,
      "text": "企业的模型路由的主导权",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 278,
      "start": 597.466,
      "end": 599.0,
      "text": "稍微有点规模的企业并",
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      "authority": "video_source_subtitle"
    },
    {
      "id": 279,
      "start": 599.0,
      "end": 600.733,
      "text": "不是只会使用一种模型",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 280,
      "start": 600.766,
      "end": 602.533,
      "text": "而是会进行分层路由",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 281,
      "start": 602.6,
      "end": 605.6,
      "text": "大约有5%的最复杂的最难的",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 282,
      "start": 605.6,
      "end": 607.5,
      "text": "任务会被交由最昂贵且能力",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 283,
      "start": 607.5,
      "end": 609.9,
      "text": "最强的顶级模型来处理",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 284,
      "start": 610.066,
      "end": 612.666,
      "text": "剩下的高频重复难度较低的",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 285,
      "start": 612.666,
      "end": 615.0,
      "text": "日程工作都交给性价比高",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 286,
      "start": 615.0,
      "end": 617.533,
      "text": "速度快、稳定性强的主要模型来完成",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 287,
      "start": 617.966,
      "end": 619.6,
      "text": "95%的任务中",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 288,
      "start": 619.666,
      "end": 622.5,
      "text": "调用量是顶级模型的几十上百倍",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 289,
      "start": 622.533,
      "end": 625.4,
      "text": "这才是人工智能市场的最大基础盘",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 290,
      "start": 625.733,
      "end": 628.366,
      "text": "Gemini3.7Flash打向的是这个市场",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 291,
      "start": 628.366,
      "end": 631.7,
      "text": "不会和顶级模型争夺那5%的高光场景",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 292,
      "start": 631.7,
      "end": 634.9,
      "text": "而是吃掉剩下的95%的高频调用",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 293,
      "start": 635.266,
      "end": 636.533,
      "text": "看上去单价不高",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 294,
      "start": 636.533,
      "end": 638.366,
      "text": "但是架不住使用次数多",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 295,
      "start": 638.466,
      "end": 641.066,
      "text": "细水长流的收入要比依靠顶尖的",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 296,
      "start": 641.066,
      "end": 643.566,
      "text": "人工智能来赚钱更有实际意义",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 297,
      "start": 643.866,
      "end": 645.366,
      "text": "除了模型本身之外",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 298,
      "start": 645.4,
      "end": 648.133,
      "text": "谷歌还拥有其他厂商所不具备的优势",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 299,
      "start": 648.166,
      "end": 650.333,
      "text": "那就是它自己的生态系统",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 300,
      "start": 650.733,
      "end": 653.133,
      "text": "而此次同步推出的新品Spark",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 301,
      "start": 653.166,
      "end": 655.466,
      "text": "全天候代理则是用这个牌",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 302,
      "start": 655.866,
      "end": 658.533,
      "text": "即使是第三方的人工智能做的最好了",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 303,
      "start": 658.533,
      "end": 660.766,
      "text": "也免不了有一个绕不过去的问题",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 304,
      "start": 660.9,
      "end": 663.066,
      "text": "它拿不到你个人上下文的信息",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 305,
      "start": 663.5,
      "end": 665.366,
      "text": "要让其帮助你处理邮件的话",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 306,
      "start": 665.366,
      "end": 667.066,
      "text": "就需要你自己把邮件的",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 307,
      "start": 667.066,
      "end": 669.066,
      "text": "内容导出来再上传上去",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 308,
      "start": 669.066,
      "end": 670.566,
      "text": "让其为你安排日程",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 309,
      "start": 670.7,
      "end": 672.8,
      "text": "需要自己把日程表发送给他",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 310,
      "start": 673.0,
      "end": 674.266,
      "text": "让其修改文档",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 311,
      "start": 674.333,
      "end": 675.9,
      "text": "上传文件等事情也是",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 312,
      "start": 675.9,
      "end": 677.266,
      "text": "一次又一次的进行",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 313,
      "start": 677.333,
      "end": 678.2,
      "text": "十分不便",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 314,
      "start": 678.5,
      "end": 680.366,
      "text": "但是Spark是由谷歌直接",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 315,
      "start": 680.366,
      "end": 681.866,
      "text": "开发出来的代理软件",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 316,
      "start": 681.9,
      "end": 684.533,
      "text": "它可以非常深入的与Gmail Google",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 317,
      "start": 684.566,
      "end": 686.733,
      "text": "日历、Google文档等几乎每一个",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 318,
      "start": 686.733,
      "end": 688.7,
      "text": "职场人使用的软件进行连接",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 319,
      "start": 689.1,
      "end": 690.466,
      "text": "它可以自动读取你的",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 320,
      "start": 690.466,
      "end": 692.9,
      "text": "邮件日程文档等信息",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 321,
      "start": 692.933,
      "end": 694.466,
      "text": "并且不需要你不断的",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 322,
      "start": 694.466,
      "end": 696.0,
      "text": "进行数据同步操作",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 323,
      "start": 696.066,
      "end": 698.4,
      "text": "可以直接帮助你回复邮件",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 324,
      "start": 698.4,
      "end": 701.333,
      "text": "安排会议、修改文档、整理资料等等",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 325,
      "start": 701.333,
      "end": 702.733,
      "text": "这样的用户体验是",
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      "authority": "video_source_subtitle"
    },
    {
      "id": 326,
      "start": 702.733,
      "end": 705.3,
      "text": "第三方人工智能很难做到的",
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      "authority": "video_source_subtitle"
    },
    {
      "id": 327,
      "start": 705.5,
      "end": 707.066,
      "text": "但是权限越高",
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      "authority": "video_source_subtitle"
    },
    {
      "id": 328,
      "start": 707.066,
      "end": 709.2,
      "text": "所承担的风险也就越大",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 329,
      "start": 709.566,
      "end": 711.966,
      "text": "如果人工智能可以随意读取和",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 330,
      "start": 711.966,
      "end": 714.566,
      "text": "修改你的电子邮件文档等信息",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 331,
      "start": 714.6,
      "end": 716.6,
      "text": "那么一次错误的操作就会",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 332,
      "start": 716.6,
      "end": 718.4,
      "text": "导致重要的文件被删除",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 333,
      "start": 718.666,
      "end": 720.8,
      "text": "或者给客户提供错误的内容",
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      "authority": "video_source_subtitle"
    },
    {
      "id": 334,
      "start": 720.8,
      "end": 722.666,
      "text": "所造成的影响要比普通",
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      "authority": "video_source_subtitle"
    },
    {
      "id": 335,
      "start": 722.666,
      "end": 724.866,
      "text": "的AI胡言乱语要大得多",
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      "authority": "video_source_subtitle"
    },
    {
      "id": 336,
      "start": 725.266,
      "end": 727.666,
      "text": "因此谷歌也需要做好三件事情",
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      "authority": "video_source_subtitle"
    },
    {
      "id": 337,
      "start": 727.866,
      "end": 729.333,
      "text": "极高的操作透明度",
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      "authority": "video_source_subtitle"
    },
    {
      "id": 338,
      "start": 729.333,
      "end": 730.566,
      "text": "让使用者知道",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 339,
      "start": 730.566,
      "end": 732.566,
      "text": "人工智能每一步要做什么",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 340,
      "start": 732.6,
      "end": 735.133,
      "text": "重要的操作要人工二次确认",
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      "authority": "video_source_subtitle"
    },
    {
      "id": 341,
      "start": 735.4,
      "end": 737.333,
      "text": "例如发送电子邮件删除",
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      "authority": "video_source_subtitle"
    },
    {
      "id": 342,
      "start": 737.333,
      "end": 739.3,
      "text": "文件之前都要得到你的同意",
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      "authority": "video_source_subtitle"
    },
    {
      "id": 343,
      "start": 739.333,
      "end": 741.066,
      "text": "还有一整套的审计日志",
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      "authority": "video_source_subtitle"
    },
    {
      "id": 344,
      "start": 741.2,
      "end": 743.5,
      "text": "所有的操作都可以被倒退回去",
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      "authority": "video_source_subtitle"
    },
    {
      "id": 345,
      "start": 743.9,
      "end": 746.666,
      "text": "另外它也加入了Antigravity开发环境",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 346,
      "start": 746.666,
      "end": 749.566,
      "text": "把人工智能的操作放在一个可以回滚",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 347,
      "start": 749.666,
      "end": 751.4,
      "text": "受到控制的边界之中",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 348,
      "start": 751.733,
      "end": 753.7,
      "text": "即使人工智能操作出错",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 349,
      "start": 753.7,
      "end": 755.4,
      "text": "或者是遇到网络不稳定",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 350,
      "start": 755.533,
      "end": 757.933,
      "text": "验证码等现实生活中的意外情况",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 351,
      "start": 757.933,
      "end": 759.5,
      "text": "也可以通过一键回滚",
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      "authority": "video_source_subtitle"
    },
    {
      "id": 352,
      "start": 759.5,
      "end": 761.2,
      "text": "功能回到之前的状况",
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      "authority": "video_source_subtitle"
    },
    {
      "id": 353,
      "start": 761.4,
      "end": 763.533,
      "text": "并不会把你的本地环境弄垮",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 354,
      "start": 763.966,
      "end": 765.8,
      "text": "虽然这些细节并不酷炫",
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      "authority": "video_source_subtitle"
    },
    {
      "id": 355,
      "start": 765.933,
      "end": 768.4,
      "text": "但是他们是agent真正的去面对",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 356,
      "start": 768.4,
      "end": 770.2,
      "text": "和解决工作中遇到的各种",
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      "authority": "video_source_subtitle"
    },
    {
      "id": 357,
      "start": 770.2,
      "end": 772.266,
      "text": "问题所必须跨越的一道坎",
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      "authority": "video_source_subtitle"
    },
    {
      "id": 358,
      "start": 772.733,
      "end": 774.333,
      "text": "把目光放远一些的话",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 359,
      "start": 774.366,
      "end": 776.1,
      "text": "目前人工智能界的三大",
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      "authority": "video_source_subtitle"
    },
    {
      "id": 360,
      "start": 776.1,
      "end": 779.0,
      "text": "巨头们所走的道路已经十分明确",
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      "authority": "video_source_subtitle"
    },
    {
      "id": 361,
      "start": 779.166,
      "end": 782.2,
      "text": "并且这三条道路根本就不是一回事",
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      "authority": "video_source_subtitle"
    },
    {
      "id": 362,
      "start": 782.6,
      "end": 785.7,
      "text": "谷歌的Gemini3.7Flash主要卖点为",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 363,
      "start": 785.7,
      "end": 788.3,
      "text": "性价比、工程完成率、工具链绑定",
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      "authority": "video_source_subtitle"
    },
    {
      "id": 364,
      "start": 788.3,
      "end": 790.533,
      "text": "以及全套生态入口",
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      "authority": "video_source_subtitle"
    },
    {
      "id": 365,
      "start": 790.566,
      "end": 793.166,
      "text": "目的是成为整个行业的主要工作模式",
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      "authority": "video_source_subtitle"
    },
    {
      "id": 366,
      "start": 793.4,
      "end": 795.8,
      "text": "并且占领最大的日常使用市场",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 367,
      "start": 796.4,
      "end": 799.266,
      "text": "OpenAi所走的道路是性能上限",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 368,
      "start": 799.266,
      "end": 801.466,
      "text": "与极速路线相结合的方式",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 369,
      "start": 801.766,
      "end": 804.7,
      "text": "它所推出的新一代推理服务Ultrafast",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 370,
      "start": 805.133,
      "end": 806.6,
      "text": "在最高峰的时候可以达到",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 371,
      "start": 806.6,
      "end": 809.4,
      "text": "每秒钟750个输出TOKEN的速度",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 372,
      "start": 809.466,
      "end": 810.9,
      "text": "就是为了消除agent",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 373,
      "start": 810.9,
      "end": 812.466,
      "text": "连续工作时延的问题",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 374,
      "start": 812.766,
      "end": 814.8,
      "text": "以前agent做任务的时候要等",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 375,
      "start": 814.8,
      "end": 816.5,
      "text": "它一步一步的反应出来",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 376,
      "start": 816.7,
      "end": 817.866,
      "text": "卡顿感很强",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 377,
      "start": 817.933,
      "end": 819.3,
      "text": "极速推理可以让整个",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 378,
      "start": 819.3,
      "end": 821.5,
      "text": "过程像真人操作一样流畅",
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      "authority": "video_source_subtitle"
    },
    {
      "id": 379,
      "start": 821.966,
      "end": 824.8,
      "text": "主要针对的是高端场景以及实时交互",
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      "authority": "video_source_subtitle"
    },
    {
      "id": 380,
      "start": 824.966,
      "end": 827.066,
      "text": "例如实时语音对话",
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      "authority": "video_source_subtitle"
    },
    {
      "id": 381,
      "start": 827.066,
      "end": 829.133,
      "text": "实时设备控制、复杂的推理等等",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 382,
      "start": 829.133,
      "end": 830.933,
      "text": "对于延迟和能力上限",
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      "authority": "video_source_subtitle"
    },
    {
      "id": 383,
      "start": 830.933,
      "end": 832.4,
      "text": "有较高要求的场景",
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      "authority": "video_source_subtitle"
    },
    {
      "id": 384,
      "start": 832.866,
      "end": 835.133,
      "text": "而Deepseek走的是差异化的路线",
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      "authority": "video_source_subtitle"
    },
    {
      "id": 385,
      "start": 835.2,
      "end": 837.366,
      "text": "V4Pro版本反而提高了售价",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 386,
      "start": 837.366,
      "end": 839.466,
      "text": "并且开始追求更高的毛利额",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 387,
      "start": 839.6,
      "end": 842.666,
      "text": "之前是以廉价替代品的身份出现的",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 388,
      "start": 842.8,
      "end": 845.766,
      "text": "现在则要向高附加值的产品发展了",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 389,
      "start": 845.766,
      "end": 847.2,
      "text": "不再进行价格战",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 390,
      "start": 847.266,
      "end": 849.366,
      "text": "利用一定的场景来获得收益",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 391,
      "start": 849.8,
      "end": 851.066,
      "text": "三条不同的道路",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 392,
      "start": 851.066,
      "end": 852.166,
      "text": "实际上表明了",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 393,
      "start": 852.166,
      "end": 854.166,
      "text": "人工智能市场的分化趋势",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 394,
      "start": 854.3,
      "end": 856.566,
      "text": "并且不会形成一家独大的局面",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 395,
      "start": 856.8,
      "end": 859.866,
      "text": "高端场景、大众市场、性价比场景等",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 396,
      "start": 859.866,
      "end": 862.4,
      "text": "未来的各个场景都会出现相应的玩家",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 397,
      "start": 862.466,
      "end": 864.3,
      "text": "而竞争也不再是简单的",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 398,
      "start": 864.3,
      "end": 866.266,
      "text": "谁跑分高谁赢的问题了",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 399,
      "start": 866.666,
      "end": 868.966,
      "text": "但是我们也应该清醒地认识到",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 400,
      "start": 869.0,
      "end": 870.666,
      "text": "谷歌此次的战略部署",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 401,
      "start": 870.7,
      "end": 872.3,
      "text": "并不是完全没有风险",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 402,
      "start": 872.366,
      "end": 873.3,
      "text": "在一些方面",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 403,
      "start": 873.3,
      "end": 874.3,
      "text": "如果没有做好",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 404,
      "start": 874.3,
      "end": 876.7,
      "text": "可能会对它实现目标产生影响",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 405,
      "start": 877.166,
      "end": 879.7,
      "text": "第一个问题就是发布的频率过快",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 406,
      "start": 879.9,
      "end": 882.533,
      "text": "每隔三周进行一次大的版本更新",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 407,
      "start": 882.533,
      "end": 885.0,
      "text": "对于普通的用户来说是一件好事",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 408,
      "start": 885.133,
      "end": 887.0,
      "text": "但是对于企业用户而言",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 409,
      "start": 887.133,
      "end": 890.266,
      "text": "兼容性测试以及维护的成本将会很高",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 410,
      "start": 890.6,
      "end": 892.866,
      "text": "企业把主要业务都放在API上",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 411,
      "start": 892.9,
      "end": 894.366,
      "text": "每次模型更新都需要",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 412,
      "start": 894.366,
      "end": 895.966,
      "text": "重新测试所有的功能",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 413,
      "start": 896.066,
      "end": 898.2,
      "text": "害怕新的版本改变了输出格式",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 414,
      "start": 898.266,
      "end": 899.766,
      "text": "或者功能发生变化",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 415,
      "start": 899.933,
      "end": 901.666,
      "text": "从而影响到线上的业务",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 416,
      "start": 902.133,
      "end": 903.866,
      "text": "迭代速度过快会使得保守",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 417,
      "start": 903.866,
      "end": 906.166,
      "text": "企业无法将关键业务流程上线",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 418,
      "start": 906.4,
      "end": 908.466,
      "text": "第二个问题就是跑分与",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 419,
      "start": 908.466,
      "end": 909.933,
      "text": "实际业务之间的差异",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 420,
      "start": 910.2,
      "end": 912.466,
      "text": "公开基准测试是标准的问题",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 421,
      "start": 912.533,
      "end": 915.366,
      "text": "但是企业的实际业务环境千变万化",
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      "authority": "video_source_subtitle"
    },
    {
      "id": 422,
      "start": 915.5,
      "end": 918.066,
      "text": "有的企业有着几十年的老系统",
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      "authority": "video_source_subtitle"
    },
    {
      "id": 423,
      "start": 918.133,
      "end": 920.9,
      "text": "有的企业则存在复杂的内部后端",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 424,
      "start": 921.1,
      "end": 923.333,
      "text": "还有一些非常奇特的边缘场景",
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      "authority": "video_source_subtitle"
    },
    {
      "id": 425,
      "start": 923.7,
      "end": 925.333,
      "text": "跑分高并不意味着在这样的",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 426,
      "start": 925.333,
      "end": 927.6,
      "text": "环境中可以保持稳定的运行状态",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 427,
      "start": 927.766,
      "end": 930.066,
      "text": "在实际的企业用户的使用过程中",
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      "authority": "video_source_subtitle"
    },
    {
      "id": 428,
      "start": 930.066,
      "end": 932.9,
      "text": "是否能够持久的为企业用户提供服务",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 429,
      "start": 933.066,
      "end": 935.066,
      "text": "则要根据实际情况来判断",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 430,
      "start": 935.5,
      "end": 936.966,
      "text": "第三个问题是优惠",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 431,
      "start": 936.966,
      "end": 938.766,
      "text": "期满之后的价格翻倍",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 432,
      "start": 938.966,
      "end": 941.066,
      "text": "目前低价为推广期的价格",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 433,
      "start": 941.066,
      "end": 944.566,
      "text": "在2,027年正式售价时会直接翻倍",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 434,
      "start": 944.6,
      "end": 946.7,
      "text": "到那时很多小微企业和个人",
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      "authority": "video_source_subtitle"
    },
    {
      "id": 435,
      "start": 946.7,
      "end": 949.266,
      "text": "开发者的成本账都要重新算了",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 436,
      "start": 949.366,
      "end": 950.8,
      "text": "到时候竞品推出",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 437,
      "start": 950.8,
      "end": 952.466,
      "text": "性价比更高的产品的话",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 438,
      "start": 952.466,
      "end": 955.333,
      "text": "就会有一部分价格敏感型用户流失",
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      "authority": "video_source_subtitle"
    },
    {
      "id": 439,
      "start": 956.0,
      "end": 959.5,
      "text": "第四问是关于隐私以及越权的风险",
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      "authority": "video_source_subtitle"
    },
    {
      "id": 440,
      "start": 959.966,
      "end": 961.933,
      "text": "agent获得了邮箱、文档",
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      "authority": "video_source_subtitle"
    },
    {
      "id": 441,
      "start": 961.933,
      "end": 963.566,
      "text": "日程等高权限之后",
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      "authority": "video_source_subtitle"
    },
    {
      "id": 442,
      "start": 963.566,
      "end": 965.733,
      "text": "在一次误读误写中所造成的后果",
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      "authority": "video_source_subtitle"
    },
    {
      "id": 443,
      "start": 965.733,
      "end": 968.166,
      "text": "要比普通的AI幻觉要严重得多",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 444,
      "start": 968.566,
      "end": 970.7,
      "text": "普通的幻觉就是说错了某句话",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 445,
      "start": 970.7,
      "end": 973.0,
      "text": "而高权限agent所出现的幻觉",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 446,
      "start": 973.0,
      "end": 974.766,
      "text": "有可能会带来实际的损失",
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      "authority": "video_source_subtitle"
    },
    {
      "id": 447,
      "start": 974.933,
      "end": 976.866,
      "text": "如果这个问题处理不好的话",
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      "authority": "video_source_subtitle"
    },
    {
      "id": 448,
      "start": 976.966,
      "end": 978.9,
      "text": "企业和个人用户都不敢",
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      "authority": "video_source_subtitle"
    },
    {
      "id": 449,
      "start": 978.9,
      "end": 980.8,
      "text": "真的把高权限交给别人",
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      "authority": "video_source_subtitle"
    },
    {
      "id": 450,
      "start": 981.133,
      "end": 982.3,
      "text": "第五个问题是",
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    },
    {
      "id": 451,
      "start": 982.3,
      "end": 984.1,
      "text": "谷歌的产品线非常分散",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 452,
      "start": 984.466,
      "end": 987.766,
      "text": "目前Gemini有Pro Flash Ultra等版本",
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      "authority": "video_source_subtitle"
    },
    {
      "id": 453,
      "start": 987.8,
      "end": 990.6,
      "text": "并且还推出了Spark代理和Antigravity",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 454,
      "start": 990.866,
      "end": 993.666,
      "text": "开发环境等一系列名称繁多的产品",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 455,
      "start": 993.966,
      "end": 995.7,
      "text": "普通的用户根本无法",
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      "authority": "video_source_subtitle"
    },
    {
      "id": 456,
      "start": 995.7,
      "end": 998.266,
      "text": "分辨出哪些是哪一种产品",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 457,
      "start": 998.366,
      "end": 1000.7,
      "text": "自己选择的话就选哪一个吧",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 458,
      "start": 1001.0,
      "end": 1002.266,
      "text": "产品的线太多",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 459,
      "start": 1002.266,
      "end": 1004.666,
      "text": "反而会使用户的挑选成本增加",
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      "authority": "video_source_subtitle"
    },
    {
      "id": 460,
      "start": 1004.866,
      "end": 1005.866,
      "text": "说到这的时候",
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      "authority": "video_source_subtitle"
    },
    {
      "id": 461,
      "start": 1005.866,
      "end": 1007.7,
      "text": "可能会有人联想到之前谷歌",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 462,
      "start": 1007.7,
      "end": 1009.766,
      "text": "的核心高管离职创业的事情",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 463,
      "start": 1009.9,
      "end": 1010.7,
      "text": "在那个时候",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 464,
      "start": 1010.7,
      "end": 1011.933,
      "text": "很多人都认为谷歌的",
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      "authority": "video_source_subtitle"
    },
    {
      "id": 465,
      "start": 1011.933,
      "end": 1013.366,
      "text": "人工智能要不行了",
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      "authority": "video_source_subtitle"
    },
    {
      "id": 466,
      "start": 1013.5,
      "end": 1015.1,
      "text": "核心的人才走了之后",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 467,
      "start": 1015.1,
      "end": 1017.3,
      "text": "后续的迭代也一定跟不上",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 468,
      "start": 1017.7,
      "end": 1019.4,
      "text": "结果才过了几个月的时间",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 469,
      "start": 1019.533,
      "end": 1021.566,
      "text": "Gemini三周发布一次新版本",
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      "authority": "video_source_subtitle"
    },
    {
      "id": 470,
      "start": 1021.666,
      "end": 1023.8,
      "text": "迭代的速度一点都没有减缓过",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 471,
      "start": 1023.8,
      "end": 1025.4,
      "text": "反而越来越快了",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 472,
      "start": 1025.6,
      "end": 1027.1,
      "text": "这件事情实际上也是",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 473,
      "start": 1027.1,
      "end": 1028.333,
      "text": "给我们的一个警示",
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      "authority": "video_source_subtitle"
    },
    {
      "id": 474,
      "start": 1028.7,
      "end": 1030.8,
      "text": "目前的人工智能竞争并不是",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 475,
      "start": 1030.8,
      "end": 1032.766,
      "text": "依靠少数顶尖的研究人员",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 476,
      "start": 1032.766,
      "end": 1034.733,
      "text": "单打独斗就可以做到的了",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 477,
      "start": 1035.066,
      "end": 1036.266,
      "text": "现在已经变成了一种",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 478,
      "start": 1036.266,
      "end": 1038.1,
      "text": "工业化流水线式的竞争",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 479,
      "start": 1038.3,
      "end": 1040.866,
      "text": "依靠的是算力规模、数据飞轮",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 480,
      "start": 1040.9,
      "end": 1042.466,
      "text": "自动化评测体系",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 481,
      "start": 1042.466,
      "end": 1045.4,
      "text": "产品分发渠道组成的一个完整的系统",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 482,
      "start": 1045.766,
      "end": 1047.666,
      "text": "顶尖的人才固然很重要",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 483,
      "start": 1047.7,
      "end": 1050.133,
      "text": "但是系统的迭代能力才是",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 484,
      "start": 1050.133,
      "end": 1052.0,
      "text": "目前大厂的核心竞争力",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 485,
      "start": 1052.466,
      "end": 1054.0,
      "text": "流水线运转的情况下",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 486,
      "start": 1054.0,
      "end": 1055.666,
      "text": "个别人员的调动并不会",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 487,
      "start": 1055.666,
      "end": 1057.566,
      "text": "改变整个系统迭代的速度",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 488,
      "start": 1057.866,
      "end": 1058.933,
      "text": "对普通人来说",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 489,
      "start": 1058.933,
      "end": 1061.133,
      "text": "这同样有着非常直接的启示",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 490,
      "start": 1061.266,
      "end": 1063.266,
      "text": "以后人类的核心价值观并",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 491,
      "start": 1063.266,
      "end": 1065.366,
      "text": "不是跟AI比谁写代码更快",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 492,
      "start": 1065.366,
      "end": 1066.766,
      "text": "谁做执行更强",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 493,
      "start": 1066.933,
      "end": 1068.966,
      "text": "这些问题模型都会做的很快",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 494,
      "start": 1068.966,
      "end": 1069.966,
      "text": "而且很便宜",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 495,
      "start": 1070.466,
      "end": 1072.2,
      "text": "人的真正不可替代之处",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 496,
      "start": 1072.2,
      "end": 1073.933,
      "text": "在于确定正确的目标",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 497,
      "start": 1073.966,
      "end": 1075.3,
      "text": "控制最后结果",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 498,
      "start": 1075.3,
      "end": 1076.566,
      "text": "对决策负责",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 499,
      "start": 1076.566,
      "end": 1079.166,
      "text": "而模型只起到高效的执行作用",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 500,
      "start": 1079.466,
      "end": 1082.8,
      "text": "倒不如先学会如何利用好这个执行层",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 501,
      "start": 1082.8,
      "end": 1084.366,
      "text": "来为模型定方向",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 502,
      "start": 1084.4,
      "end": 1085.666,
      "text": "查结果的人",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 503,
      "start": 1086.0,
      "end": 1088.266,
      "text": "最后谷歌这次能不能成功",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 504,
      "start": 1088.266,
      "end": 1090.6,
      "text": "其实不需要看发布会吹的多么好",
      "source": "video_source_subtitle",
      "authority": "video_source_subtitle"
    },
    {
      "id": 505,
      "start": 1090.6,
      "end": 1093.566,
      "text": "只需要关注4个主要的数据就可以了",
      "source": "video_source_subtitle",
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      "text": "它是否真的会成为大家",
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      "text": "生产环境中默认使用的模型",
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      "text": "而不会只是用来测试和玩耍",
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      "text": "并且编写一些简单的脚本而已",
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      "text": "第二步就是对整个",
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      "text": "项目的成本进行计算",
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      "text": "包括了重试、人工修复等费用之后",
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      "text": "该项目真正完成的任务总成本",
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    {
      "id": 515,
      "start": 1112.8,
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      "text": "到底是不是真的比竞争对手低呢",
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    {
      "id": 517,
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      "end": 1120.166,
      "text": "Spark这样的代理产品能否使",
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    {
      "id": 518,
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      "text": "用户形成高频使用的好习惯",
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    {
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      "text": "而不能只是新鲜感",
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    {
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      "text": "一下就忘了",
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      "text": "第四是生态治理方面",
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      "id": 522,
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      "text": "谷歌能否把杂乱无章的",
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    {
      "id": 523,
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      "text": "产品线整理的井然有序",
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      "id": 524,
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      "text": "并且能够有效的降低用户的",
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      "text": "决策难度以及使用成本呢",
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    {
      "id": 526,
      "start": 1135.133,
      "end": 1136.266,
      "text": "因此回头来看",
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      "id": 528,
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      "text": "真正值得我们关注的是",
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    {
      "id": 529,
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      "text": "它多出了多少个参数",
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      "id": 530,
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      "text": "并不是哪一个排行榜上超越了谁",
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    {
      "id": 531,
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      "text": "更主要的是",
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    {
      "id": 532,
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      "text": "谷歌正把Gemini的功能由原来的",
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    {
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    {
      "id": 534,
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      "text": "的可以帮你做事情的工作型AI",
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    {
      "id": 535,
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      "text": "而其背后所代表的是",
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    {
      "id": 536,
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      "text": "人工智能行业的一个重要变革",
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    {
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    {
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    {
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      "text": "并且减少错误的发生",
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    {
      "id": 541,
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    {
      "id": 543,
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      "text": "进入到企业的工作当中去",
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      "text": "开发人员是否真的会把",
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      "text": "它们放到生产环境中去使用",
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    {
      "id": 550,
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      "text": "是否还会愿意长久的使用",
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      "text": "还有谷歌是否能够利用Gmail",
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    {
      "id": 552,
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      "text": "Docs Calendar等整个生态系统",
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      "text": "并且把Gemini变成用户每天",
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    {
      "id": 554,
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      "text": "都要用到的应用程序",
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    },
    {
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      "text": "如果上述的事情最后",
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    {
      "id": 556,
      "start": 1202.166,
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      "text": "都能够运行起来的话",
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    {
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      "text": "并且频繁的进行更新",
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    {
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      "text": "就不只是普通的版本升级了",
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    {
      "id": 560,
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      "text": "在某种程度上来说",
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      "text": "它已经预示着人工智能",
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      "text": "代理时代到来的可能性",
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      "text": "但是现在下结论为时尚早",
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      "id": 565,
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      "text": "今天处于领先地位的企业并不",
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      "start": 1223.0,
      "end": 1225.6,
      "text": "代表明天仍然会保持领先地位",
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      "text": "值得我们长期关注的是",
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    {
      "id": 568,
      "start": 1227.6,
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      "text": "这些模型是否可以从发布会",
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    {
      "id": 569,
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      "text": "中发布的参数、跑分等信息中",
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    {
      "id": 570,
      "start": 1231.966,
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      "text": "真正走入到普通人的工作流程",
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      "text": "以及企业的实际业务当中去",
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      "text": "这也是我一直想要做的",
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      "id": 573,
      "start": 1238.1,
      "end": 1240.266,
      "text": "在于告诉人们谁发布过什么",
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    {
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      "text": "并不是说只把新闻",
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      "id": 575,
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      "end": 1243.3,
      "text": "本身讲清楚就可以了",
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    {
      "id": 576,
      "start": 1243.466,
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      "text": "而要把新闻背后所涉及的产业",
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    {
      "id": 577,
      "start": 1245.6,
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      "text": "逻辑也一并拆开来给大家看",
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      "text": "如果你想继续学习人工智能",
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    {
      "id": 579,
      "start": 1250.733,
      "end": 1253.5,
      "text": "科技巨头以及美股市场的深层次原理",
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    {
      "id": 580,
      "start": 1253.5,
      "end": 1254.8,
      "text": "请关注本频道",
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      "text": "最后还想问一下你",
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      "id": 582,
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      "end": 1259.6,
      "text": "你觉得Gemini将来最大的优势是什么",
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    {
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      "text": "是模型本身的实力",
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      "text": "还是背后谷歌整个生态系统的力量",
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      "id": 585,
      "start": 1264.366,
      "end": 1267.0,
      "text": "欢迎大家在评论区发表自己的观点",
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    {
      "id": 586,
      "start": 1267.366,
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      "text": "本期内容仅为产业",
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      "id": 587,
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      "end": 1270.7,
      "text": "信息分享与观点交流",
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    {
      "id": 588,
      "start": 1270.7,
      "end": 1273.6,
      "text": "不构成任何投资建议或交易依据",
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      "authority": "video_source_subtitle"
    },
    {
      "id": 589,
      "start": 1274.066,
      "end": 1275.566,
      "text": "AI行业变化非常快",
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      "id": 590,
      "start": 1275.6,
      "end": 1277.6,
      "text": "任何判断都存在不确定性",
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      "start": 1277.6,
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      "text": "请大家独立思考",
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      "end": 1280.666,
      "text": "理性看待市场变化",
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      "start": 1280.666,
      "end": 1281.833,
      "text": "我们下一期见",
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    "source_profile": {
      "segment_count": 594,
      "duration_coverage": 0.946176
    }
  }
}