3+ hour, 7+ min ago   (1594+ words) AI model distillation is usually described as a way to transfer intelligence from a large teacher model into a smaller, cheaper, or more specialized student model. That description is technically correct, but it is incomplete. This makes AI model distillation…...

2+ mon, 3+ day ago   (1671+ words) AI penetration testing should start with scope, evidence, and control. Payload generation comes later. The practical question is not “Can AI hack?” The better question is: can AI help you move from an authorized target to verified, reproducible findings without…...

3+ mon, 3+ week ago   (357+ words) The table below is a synthesis of the Mercor reporting, LiteLLM incident material, OWASP’s supply-chain framing, and AI lifecycle guidance. It is designed as a working map for defenders, not as a taxonomy exercise. (WIRED) Most teams try to detect…...

3+ mon, 3+ week ago   (1697+ words) An AI pentest report is only useful if it can survive retest. In practice, that means a useful AI pentest report usually contains at least four layers of content. A lot of security teams treat standards as paperwork. That is…...

3+ mon, 4+ week ago   (1033+ words) Here is the kind of action object that keeps a model useful without making it sovereign: A simple policy gate makes the distinction concrete: Security teams should pay close attention to recent CVEs in agent frameworks and tool-execution layers because…...