Claude Opus 4.8: Epistemic Calibration Triggers Tensions in Production Deployment4. June 2026AI Models, Anthropic, Claude AIClaude Opus 4.8 reduces hallucinations and uncertainty through epistemic calibration, but excessive warning notices hamper productive deployment. Share on: