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News/From Meta-Thought to Execution: Cognitively Aligned Post-Training for Generalizable and Reliable LLM Reasoning
arxiv
PublishedMay 29, 2026 at 4:00 AM
▲bullish

From Meta-Thought to Execution: Cognitively Aligned Post-Training for Generalizable and Reliable LLM Reasoning

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arxiv.orgfull article ↗
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Publisher summary· verbatim

arXiv:2601.21909v2 Announce Type: replace Abstract: Current LLM post-training methods optimize complete reasoning trajectories through Supervised Fine-Tuning (SFT) followed by outcome-based Reinforcement Learning (RL). While effective, a closer examination reveals a fundamental gap: this approach do

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arxiv
Read original ↗All from arxiv →
Tags
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#llm#reinforcement-learning#cognitive-architecture#robustness

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