🏷️ Concept
Confidence Aware AI Assessment
◐ medium · created 2026-07-28 · updated 2026-08-11
Confidence-aware AI assessment — models that report uncertainty alongside scores — is examined in Confidence Aware Student Drawing Assessment, Cong Confidence ASAG 2026, and LLM Psychometric Calibration Cdp: calibrated confidence improves trust and enables appropriate delegation (trust-calibration, AI Ed Evaluation).