八、负熵流：少数人构建基建，多数人共创与驾驭物理学告诉我们，封闭系统必然走向熵增。日常的运营只是止血，而系统的持续进化才是活命。
The research introduces what it calls “observed exposure” — a new metric that compares theoretical AI capability against real-world usage data, pulled directly from Claude interactions in professional settings. The finding that jumps off the page: AI is barely scratching the surface of what it’s technically capable of doing. And when it does close that gap, the workers most at risk are older, highly educated and well paid.。业内人士推荐PDF资料作为进阶阅读
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Another worker talks about people coming out of bathrooms.
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