Content by shayak lahiri (1)

Shayak Lahiri explains why Edge AI shifts security responsibility into customer-owned infrastructure, and outlines practical patterns for protecting model weights, credentials, and data. The post focuses on gating sensitive asset release using runtime attestation and artifact provenance, plus deterministic mediation to constrain what models can do.