ML Model Provenance: Signing, SBOMs, and Verifying the AI You Deploy Before It Runs
You wouldn't deploy software without checksums and signatures. But most organizations download model weights and run them without any provenance verification at all. This post covers the practical mechanics of model signing, ML SBOMs, and the emerging infrastructure for verifying a model's origins before it touches production.