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@fchollet· @fchollet · X·· 2026-08-28AI 评分23
AI 导读

Francois Chollet 指出当前 AI 展现的是"超级技能"而非智能,智能应定义为提取并运用模式达成特定技能水平的效率,即资源与产出之间的信息转化比率。他认为人类在所有可验证领域的能力将被 AI 超越,但智能仍高出当前 AI 数个数量级——人类学会编程并不需要 GitHub 全部代码量 100 万倍的资源。

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To note, this isn't intelligence. This is skill. Superhuman skill. Of course it will *feel* like intelligence to anyone who equates intelligence with skill, which is probably almost everyone.

Intelligence in my definition is (and has always been) the efficiency with which you extract and operationalize the patterns you need to achieve a given level of skill. It's basically the ratio between your resources and what you can do with them, an information conversion ratio. It is not tied to any capability threshold. You can always achieve arbitrarily high skill with arbitrarily low intelligence, given arbitrarily high resources.

Humans will be left behind capability-wise in all verifiable domains, but remain many orders of magnitude more intelligent than current AI -- you didn't need 1,000,000x the code volume of all of GitHub in order to learn to code.

来源:@fchollet · x.com