Capability Confidence
Overview
Surface confidence intervals and evidence weight — Fourth Law applies to capability truth as well as model output.
Why this matters
- Explicit uncertainty beats fake precision
- Confidence informs routing, not human ranking
- Low confidence → escalate or require stronger evidence
Try it
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SDK:
Use cases
- High-risk task routing
- Evidence tier upgrades
- Audit explanations for match decisions