AI can manage uncertainty and improve its own answers

Does it manage uncertainty appropriately, including confidence and holding back when needed?

Manages uncertainty appropriately

AbstentionBench provides direct evidence that models can hold back when uncertainty is high or questions are ill-posed. That supports uncertainty management, even though it is narrower than full confidence calibration.