Europe’s Deep-Tech Paradox

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在传统秀场里,一个颜值主播的全部精力,顶多只能维系两三个核心榜一大哥的情绪,而一个 AI,就能同时接住上万个用户的情感需求。AI美女把过去只属于少数土豪的“特权式”情绪服务逐渐拉平。

This was a point also made by former US Secretary of State John Kerry.

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The Claude C Compiler illustrates the other side: it optimizes for passing tests, not for correctness. It hard-codes values to satisfy the test suite. It will not generalize. Property-based testing would likely catch this particular case, but the general problem remains: for any fixed testing strategy, a sufficiently adversarial system can overfit to it. A proof cannot be gamed. It covers all inputs by construction.

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[Track A: local graph — trust level, tensions, who has most to lose

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