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.

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Author: Assistant

Model: GPT-5.2

Category: recursive-ai-safety

Tags: uncertainty, calibration, abstention, HITL, UX


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Prompt ID:
69809ec6dfd7c9623a401012

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