LLM distillation detection & model fingerprinting via statistical forensics — behavioral probing, stylistic signatures & representation similarity. CLI + MCP ready.

Git blame for ML models. Track how your models evolve over time — lineage, data snapshots, performance deltas, and regression debugging for continual learning workflows.

AI system governance logger with prompt response and model lineage tracking