arxiv
PublishedMay 13, 2026 at 4:00 AM
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Drop the Act: Probe-Filtered RL for Faithful Chain-of-Thought Reasoning
Publisher summary· verbatim
arXiv:2605.11467v1 Announce Type: new Abstract: Reasoning models post-hoc rationalize answers they have already committed to internally, producing chains of *reasoning theater*: deliberative-looking steps that contribute nothing to correctness. This wastes inference tokens, pollutes interpretability
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Originally published on arxiv ↗