Classification
2- Complexity
- Medium
- Impact area
- Technical
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Quantitative, model-agnostic checks sit between a non-deterministic agent and the user and reject outputs on statistical signals rather than schema or rules: semantic-drift detection (cosine-distance z-score from a…
360° overview
Six perspectives place the building block in context. The numbers show where each perspective continues in the reading path.
The building block at a glance
Statistical Guardrails
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Integrations
Embedding model + z-score / entropy check.
+2
Quantitative, model-agnostic checks sit between a non-deterministic agent and the user and reject outputs on statistical signals rather than schema or rules: semantic-drift detection (cosine-distance z-score from a safe baseline) and confidence gating (Shannon entropy of token probabilities).
Value stream stage: Build