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grep -l @verl /news/*.json | wc -l โ†’ 1

@VeRL

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2026-04-20
andlukyane.com
large-language-models

FIPO: Teaching LLMs Which Thoughts Actually Matter

FIPO (Future-Impact-based Policy Optimization) is a reinforcement learning method that improves LLM reasoning by assigning token-level credit based on each token's future impact on the policy, rather โ€ฆ

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