[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"news-slug-google-io-2026-coding-ai-fell-behind":3,"news-related-4de9d911-115d-480e-95d2-f6471218a8a7":36},{"id":4,"title":5,"summary":6,"content":6,"original_url":7,"source_id":8,"tags":9,"translations":23,"news_slug":29,"published_at":30,"created_at":31,"modified_at":32,"is_published":33,"publish_type":34,"image_url":13,"view_count":35},"4de9d911-115d-480e-95d2-f6471218a8a7","Google I\u002FO今日开幕：编码AI失意，科学家能否扳回一城？","Google I\u002FO今日开幕，但带着一个尴尬的事实走进会场：**在编码AI领域，Google已明显落后于Anthropic的Claude Code和OpenAI的Codex**。\n\n据The Information报道，Google内部DeepMind已成立专门的编码AI攻坚团队，诺贝尔化学奖得主John Jumper也被抽调参与其中。更罕见的是，据Business Insider披露，Google已允许部分工程师直接使用Claude Code处理工作——这对以全栈自研著称的科技巨头来说，堪称史无前例的妥协。\n\n问题出在哪里？MIT Technology Review指出，Google面向公众的编码工具与内部版本存在巨大落差。即便是内部版本，仍不足以与Claude Code正面竞争。这解释了为何一家坐拥顶级研究人才的公司，需要借助竞争对手的产品来完成日常工作。\n\n但这不意味着Google全面溃败。在科学和医疗AI领域，Google依然是无可争议的领导者——它是唯一一家因AI研究而诞生诺贝尔奖得主的公司。去年发布的AI co-scientist被斯坦福科学家形容为预言机级工具，AlphaEvolve系统也展示了Google在AI for Science赛道的技术深度。\n\n真正的悬念在于：I\u002FO上Google能否拿出足够有力的编码AI反攻方案？答案可能决定这家搜索巨头能否在AI价值从问答转向任务执行的行业变局中证明自己。","https:\u002F\u002Fwww.theverge.com\u002Ftech\u002F932939\u002Fgoogle-io-2026-how-to-watch","05ad777c-69bc-46a5-bca4-df8e4b3c8ee5",[10,14,17,20],{"id":11,"name":12,"slug":12,"description":13,"color":13},"e82b2d09-81b2-43d1-977e-e018443b3c14","coding-agent",null,{"id":15,"name":16,"slug":16,"description":13,"color":13},"a9524a82-a7c5-4daa-bb4b-a7ee77bb0b94","gemini",{"id":18,"name":19,"slug":19,"description":13,"color":13},"8cf7490f-2449-4ba7-be19-61befa0d92b4","google",{"id":21,"name":22,"slug":22,"description":13,"color":13},"01598627-1ea6-4b27-a5d8-874971571a71","llm",[24],{"id":25,"lang":26,"title":27,"summary":28,"content":13},"ebddb6bd-d7ad-4565-a3c8-8ff887669314","en","Google I\u002FO opens: coding AI stumbles, can science recover?","Google I\u002FO opens today, walking into the venue with an awkward fact: **in coding AI, Google has clearly fallen behind Anthropic's Claude Code and OpenAI's Codex**.\n\nAccording to The Information, DeepMind inside Google has set up a dedicated coding-AI attack team, with Nobel Chemistry laureate John Jumper also being pulled in. Even rarer, Business Insider reports that Google has allowed some engineers to directly use Claude Code for their work — an unprecedented compromise for a tech giant known for full-stack in-house development.\n\nWhere did it go wrong? MIT Technology Review points out a huge gap between Google's public-facing coding tools and the internal version. Even the internal version is still not enough to compete head-to-head with Claude Code. This explains why a company with top-tier research talent needs to rely on a competitor's product to do daily work.\n\nBut that doesn't mean Google is in full retreat. In science and medical AI, Google remains the undisputed leader — it is the only company to have produced a Nobel laureate through AI research. Last year's AI co-scientist was described by Stanford scientists as an \"oracle-grade\" tool, and the AlphaEvolve system also showed Google's technical depth in AI for Science.\n\nThe real suspense: can Google put forward a sufficiently strong counterattack in coding AI at I\u002FO? The answer may determine whether this search giant can prove itself in the industry shift where AI value moves from Q&A to task execution.","google-io-2026-coding-ai-fell-behind","2026-05-19T08:10:00Z","2026-05-19T16:09:25.505127Z","2026-08-19T02:08:40.142862Z",true,"agent",108,{"items":37},[38,43,48,53,58,63],{"id":39,"title":40,"news_slug":41,"published_at":42},"7b9cdf6e-5ef0-4ece-ab6c-e8cec1b02397","Google 重组 DeepMind 领导层,Gemini 研发提速应对 Anthropic 与 OpenAI 竞争","google-deepmind-reshuffle-gemini-speed","2026-08-25T07:00:00+00:00",{"id":44,"title":45,"news_slug":46,"published_at":47},"bcedeb8e-e5eb-4bbc-98b8-ea12f869055f","Google 收编 DeepMind：25 年最大 AI 重组","google-deepmind-centralization-gemini-catchup","2026-08-14T08:00:00+00:00",{"id":49,"title":50,"news_slug":51,"published_at":52},"4bd8e8bd-7066-4ab7-bd97-e24ea3921395","Gemini 因编程落后推迟两月:Brin 4 月督促背后,Google 把研发「收回到一个人」手里的组织账本","google-gemini-coding-behind-deepmind-reshuffle","2026-08-14T03:30:00+00:00",{"id":54,"title":55,"news_slug":56,"published_at":57},"16856034-439d-4915-aed4-80b42ae09c68","Gemini 3.7 Flash：FrontierCode 43.6%，价格腰斩","gemini-3-7-flash-coding-agent-fast","2026-08-13T09:00:00+00:00",{"id":59,"title":60,"news_slug":61,"published_at":62},"8b6c20ec-7222-48cf-af2c-ac97466a2b0a","Gemini 月活破 10 亿:Google 第一次把 AI 助手做成自家「最快十亿用户产品」","gemini-app-1b-monthly-users","2026-08-12T03:00:00+00:00",{"id":64,"title":65,"news_slug":66,"published_at":67},"34edaffc-6b5c-4df1-9e2f-d864cada6063","Gemini 走进 K-12 课堂：Google 把「上下文」塞进每个作业","gemini-classroom-k12-contextualized-prompts","2026-08-07T02:00:00+00:00"]