Reinforcement Learning (RL) has become the dominant paradigm for aligning Large Language Models (LLMs) with human intent, yet a subtle but critical flaw known as “thinking leakage” threatens to undermine these efforts.
The Thinking Leakage in Reinforcement Learning for LLMs
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October 16, 2026
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