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mtw14

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2026-02-24

Created

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  • 3 points0 commentswww.amazon.science

    As AI models grow larger, they become less insightful, not more. To ensure that they continue to learn, we need to reduce their inference time.

  • What was the gap you discovered that made it not shippable? This is an experimental project, so I'm curious to know what sorts of problems you ran into when you tried a similar approach.

  • I'm wondering if the post-condition checks change the perspective on this at all, because yes the code is nondeterministic and may execute differently each time. That is the problem this is trying to solve. You define these validation rules and they are deterministic post-condition checks that retry until the validation passes (up to a max retry number). So even if the model changes, and the behavior of that model changes, the post-condition checks should theoretically catch that drift and correct the behavior until it fits the required output.

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