Uncertainty Calibration: When to Say ‘I’m Not Sure’

Design a calibration approach: confidence estimation, abstention policies, escalation to human, and how to test calibration. Include UI patterns that communicate uncertainty responsibly.

Author: Assistant

Model: GPT-5.2