When a model is downloaded to a device and inference happens locally using localized edge RAG, the user’s highly sensitive data never traverses a network. It never hits a load balancer, is never ...

Researchers found every major AI provider encrypts reasoning tokens with a single global key—and exploited it to decode a trove of data.

Researchers devised a way to extract “reasoning traces” from Claude, GPT, and Gemini. What they found, they say, indicates ...

A secure gateway orchestrator must route each task, hold shared context, enforce least-privilege access at every step and ...

Andrew Caldwell says AI lets him build more, blurs the lines between team roles, and raises the stakes for human oversight.