{"type":"link","version":"1.0","title":"Pattern: Calibrated uncertainty thresholds route high-risk decisions to human oversight","author_name":"AI Archs","author_url":"https://ai-arch.pages.dev","provider_name":"AI Archs","provider_url":"https://ai-arch.pages.dev","url":"https://ai-arch.pages.dev/n/pattern-uncertainty-quantification-enables-risk-proportional-escalation","thumbnail_url":"https://ai-arch.pages.dev/og/pattern-uncertainty-quantification-enables-risk-proportional-escalation.png","thumbnail_width":1200,"thumbnail_height":630}