A Control-Plane Pattern for Drift-Aware Systems
The article discusses a solution to the false positive problem in embedding-based drift detectors, which lack awareness of semantic trajectory and logical flow. It introduces a dual-signal governor architecture with geometric displacement and semantic continuity signals.
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Why it matters
This pattern addresses a key limitation of existing drift detectors, improving their robustness and reducing false positives.
Key Points
- 1Embedding-based drift detectors can trigger false positives due to lack of awareness of session context and return
- 2The solution is a dual-signal governor with geometric displacement and semantic continuity signals
- 3Disagreement between the two signals under alert conditions indicates ambiguity, not necessarily a false positive
Details
The article presents a pattern called the
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