Prior work on provenance-preserving epistemic abstention and evidence-triggered revision in neural systems? [D]

Hello everyone, Adjacent bodies of work appear to include selective prediction and abstention, uncertainty estimation and calibration, provenance-aware representations, truth-maintenance and belief-revision systems, continual learning, and localized model editing. Each seems to address part of the p