Automated forensic detector for AI model distillation to certify clean training data lineage.

Market Catalyst & News Trigger

"Anthropic reveals widespread model distillation campaigns by major competitors"

The Workflow Friction

Enterprises face unquantified IP leakage and regulatory liability when using distilled models without provenance.

Problem Summary

Real-world problem signal validation.

One-Shot MVP Builder Blueprint (48 Hours)

Python CLI tool analyzing model weight distributions to flag statistical signatures of distillation from known frontier LLMs.

Recommended Developer Tech Stack

• Python
• PyTorch
• FastAPI