The Last Human in the Loop: Designing AI Systems That Know When to Escalate

Originally published at viviscape.com

Escalation should be a feature, not a failure mode. This article covers the patterns for designing AI systems that recognize their own limits - confidence thresholds, ambiguity signals, and graceful handoff architectures that preserve context across the human/AI boundary.

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