India, July 27 -- Zero data retention is today a promise, not an architecture. As enterprise knowledge flows into the models, a new trust layer of harnesses, on-premise AI, and AI-native security is opening up for builders, and India's AI startups are positioning to operate it.

The Gap Between AI's Promises And Its Plumbing Is Now Measurable

Enterprise AI's binding constraint is shifting from what the models can do to what happens to the customer's data. For the first time, that gap can be measured at the wire.

On 12 July, a security researcher publishing as cereblab routed xAI's Grok Build coding tool through an interception proxy and documented exactly what it transmits. The results were arresting. On a 12 GB repository of files the ...