Google's EnvHarness and EnvRigger reshape static environments around an agent's diagnosed flaws, beating domain-specific ...

Coldframe presents attackers with two fake supermarket refrigeration interfaces, turning apparent access to cooling equipment ...

Interchangeable encrypted reasoning blocks let attackers decode hidden chain-of-thought and leak PII and credentials from major LLM APIs.