AI security
4 published articles
AI security
Security isn't slowing ai down. It's what makes AI work at scale.
How security teams can turn trust into a competitive advantage in the age of AI by asking better questions, not gathering more data.
2026-08-06
AI Integrity
The AI Pipeline Has Three Silent Leaks, and Every Fix Makes One of Them Worse
A comment-spam poisoning study, a paper showing AI detectors can backfire, and a fraud-detection model caught exploiting label leakage all describe the same underlying failure: proxy measures in AI pipelines get gamed the moment they become load-bearing, and fixing one doesn't fix the pattern.
2026-07-31
Model Security: Specialists vs. Generalists
Why the Best General AI Model Keeps Losing to Narrower Ones on Security
Claude Opus 5's deliberately capped cybersecurity skills, Alibaba's in-session code review, and a new zero-query model-theft technique together show AI security fragmenting into specialized layers rather than converging on one trustworthy general model.
2026-07-28
Enterprise Security
Microsoft is about to flood patch Tuesday with AI-discovered security fixes
Microsoft will use AI to identify security issues earlier, leading to more fixes bundled into each patch Tuesday. The company is updating its Secure Development Lifecycle to account for AI-enabled attack techniques while keeping humans in the loop for code review.
2026-07-09