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Adam Tornhill x.com
A question like ”do we still need to read AI generated code” is pointless in isolation. The answer depends on the task, and more specifically on the uncertainty inherent in each type of task. 🧵
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All those things you can easily measure in isolation, and you can also optimize for them quite locally. But these local optimizations do not produce global optimums, and the fewer of us are looking at the output, the less it matters.
Astra for Coding: Why Are We Doing This Again?lucumr.pocoo.org
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So, you you can't look at any given scientific achievement purely in isolation and give it an objective grade without being aware of the context both in the the past and the future. And so it it it may never be something that you can just reinforcement learn the same way that that you can for much sort of more localized problems.
5 October 2025
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