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CoreWeave 跌幅最大，单日下跌超过 15%。","src":"Gary Marcus 本人发布","url":"https://garymarcus.substack.com/p/generative-ai-in-disarray"},{"t":"新研究：AI 支出仍难找到可量化的财务回报","d":"一项新研究称，AI 投入与实际可衡量的财务影响之间仍缺乏证据。","time":"2026.10.14 09:29","ex":"Gary Marcus 引述 The Information 记者 Laura Bratton 报道的一项新研究称，目前仍“很难找到”AI 支出带来的实际、可量化的财务影响。文章提到，2023 年初人们曾设想 ChatGPT 会让每位员工生产力提升 10 倍、并大幅推高各国 GDP，但迄今没有大规模证据支持。可记录的 ROI 极低与数万亿美元投入之间的反差，被形容为反常且令人困惑。","src":"Gary Marcus 本人发布","url":"https://garymarcus.substack.com/p/it-remains-very-difficult-to-find"},{"t":"Gary Marcus 呼吁立即下架可联网的开放式 AI 智能体","d":"Gary Marcus 称 Anthropic 再出智能体事故，主张像召回缺陷汽车一样下架这类产品。","time":"2026.10.10 11:40","ex":"Gary Marcus 援引《纽约时报》报道称，Anthropic 又发生一起智能体引发的事故，他认为当前这一代合成智能体根本不可信，应像召回刹车有缺陷的汽车一样下架。他还引用刚离职的 AI 员工 David Robinson 的说法，认为行业安全投入远不匹配风险，失控可能造成比单座核电站熔毁更大的危害。","src":"Gary Marcus 本人发布","url":"https://garymarcus.substack.com/p/we-must-recall-open-ended-ai-agents"},{"t":"纽约市议会将就AI风险举行听证会，Gary Marcus拟出席作证","d":"纽约市议会将审议多项AI提案，Gary 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和已合作的埃森哲作为监督方；随后被曝低调建立湿生物实验室，缺乏审查；同时消息称 Anthropic 正考虑在 IPO 前推出新模型以应对 OpenAI。Marcus 认为 Amodei 的放缓承诺并不可信。","src":"Gary Marcus 本人发布","url":"https://garymarcus.substack.com/p/top-three-ways-dario-amodei-has-blown"},{"t":"Gary Marcus 评论 Trump 因经济原因淡化 AI 风险，AI 幻觉情报报告几乎引发战争","d":"AI辅助情报报告出现幻觉，美军拦截中国船只险致冲突。","time":"2026.09.19 03:52","ex":"Gary Marcus 指出，特朗普因经济原因淡化 AI 风险并可能抵制监管。同时，一份 AI 辅助情报报告出现幻觉，导致美军拦截一艘被误认为运输核武器组件的中船，险些引发战争。Marcus 曾在 2023 年向参议院警告过此类风险。","src":"原文","url":"https://garymarcus.substack.com/p/the-real-reason-trump-is-standing"},{"t":"陶哲轩呼吁AI公司优先探索新数学洞见，而非解题竞赛","d":"陶哲轩在X上发帖，建议AI研究应侧重产生新数学见解，而非单纯解题。","time":"2026.09.09 09:01","ex":"陶哲轩在X上发帖，指出纯数学问题之所以被提出，是因为解决它们的努力历史上推动了领域发展，而非解决方案本身急需。Gary Marcus转发了该帖截图，引发关于AI应侧重暴力计算还是新工具的讨论。","src":"Digg 事件页","url":"https://digg.com/tech/3dpakpun"},{"t":"OpenAI Astra 数学表现出色，但被过度吹捧","d":"评论 OpenAI 新模型 Astra：数学能力确实出色，但宣传远超实际进展，警惕把基准成绩当成通用能力。","time":"2026.08.02","ex":"Astra 的数学表现令人惊叹，但被 vastly oversold——基准测试的胜利不等于现实世界的推理能力。","src":"Substack","url":"https://garymarcus.substack.com/p/openais-amazing-but-vastly-oversold"}],"srcs":["Substack"],"note":"批评视角，建议对照官方信息阅读","status":"active","monitorStatus":"direct","monitorLabel":"本人专栏可自动读取","profileUrl":"https://garymarcus.substack.com/feed","links":[{"name":"本人专栏可自动读取","url":"https://garymarcus.substack.com/feed"}],"lastContentAt":"2026-10-22T13:52:00+00:00"}]}