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Now the standoff has reached a breaking point. Anthropic faces both Trump’s social media directive to scrub Anthropic from federal agencies (a demand it is unclear if he can enforce) and a Friday 5 p.m. Eastern deadline to accept the Pentagon’s terms or risk losing its contract entirely—a move that could force the military to rip out one of its most advanced AI systems and send a chilling message across Silicon Valley. The Friday deadline when Congress is not in session prevents that arm of the government intervening in a showdown that, as AI scholar Gary Marcus wrote, “may literally be life or death for all of us.”

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首先,大模型本身没那么可靠:存在无法根除的幻觉问题、知识时效性问题,任务拆解和规划经常不合理,也缺乏面向特定任务的系统性校验机制。这样一来,以其为“大脑”的智能体使用价值会大打折扣:智能体把模型从“对话”推向“行动”,错误不再只是答错问题,而是可能引发实际操作风险;而真实业务任务往往是跨系统、长链路的,一次小错误会在链路中层层放大,令长链路任务的失败率居高不下(例如单步成功率为95%时,一个 20步链路的整体成功率只有约 36%)。

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