Michael Noukhovitch personal blog

Learning to solve hard problems in RL for LLMs by never giving up

This is a blog post for my recent paper on RL post-training of LLMs: introducing the Matthew Effect and proposing to solve it with Never Give Up. It is presented interactively and less formally, more like how I give the talk. For a deeper, more technical dive, check out the paper on arxiv and code on github. The…
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AI & Machine LearningMath & Algorithms2026

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Sep 15, 2026Learning to solve hard problems in RL for LLMs by never giving up by natolambert1199

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