The Missing"I Don't Know": Why Three Reasoning-Reliability Findings Converge on Calibrated Abstention
It is argued these findings converge on a single intervention: calibrated abstention is what each independently identifies as the missing capability, even though the unavailability they document, a capability gap, a policy gap, and a recursion-theoretic gap, has a different source in each case.