Tag
#drift-detection
4 posts tagged drift-detection.
- monitoring
Model Monitoring for LLM Inference: Metrics Your APM Can't See
Model monitoring for LLM APIs requires a different metric set than traditional ML. Here's the signal hierarchy — TTFT, KV cache hit rate, output length
- mlops
ML Testing: A Checklist from Pre-Train Checks to Production Drift
ML testing spans pre-train sanity checks, behavioral validation, data integrity, and continuous drift monitoring.
- deep-dive
When Embedding-Based Defenses Fail in Multi-Agent LLMs
A new arXiv paper shows that embedding-distance detectors miss three classes of adversarial agent. The fix lives in your observability stack, not your
- tooling
ML Model Monitoring Tools & Frameworks (2026)
ML model monitoring tools and frameworks compared: how Evidently, Arize, WhyLabs, NannyML, Fiddler, and Alibi Detect detect drift and fit your stack.