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Health Ai

1 published story filed under Health Ai.

The Judgment Engine: Building AI That Knows When to Stop and Ask
health ai June 24, 2026 4 min read

The Judgment Engine: Building AI That Knows When to Stop and Ask

Most AI failures in health settings aren't technical failures. They're failures of knowing when the machine should hand it back to the human.

When being wrong has clinical consequences, the architecture question isn't how to make AI more confident—it's how to make it know its own limits.

Eli Wood headshot

Eli Wood

CEO, Black Flag Design

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