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| license: apache-2.0 |
| tags: [llm-agents, failure-detection, mast, xgboost] |
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| # MAST-Guard detector artifacts |
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| Streaming-modality (runtime) and full-trace (offline) ClassifierChain detectors for the |
| 14 MAST failure modes. Trained on mcemri/MAST-Data (CC-BY-4.0). |
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| | artifact | modality | use | |
| |---|---|---| |
| | mast_detector_runtime.pkl | Mode-B streaming windows | live sidecar scoring | |
| | mast_detector_v1.pkl | Mode-A full traces | offline audits | |
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| Verify integrity against `manifest.json` SHA256 values. Labels carry LLM-judge noise |
| (kappa=0.77 vs human) -- see training report for calibrated operating points. |
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