[AI Security Frontier] Why is the 'this folder only' restriction for AI broken? Illustrating the TOCTOU problem and pathfence

Even though I checked, the secret outside was opened.I ask the AI, 'You may only touch things inside this folder.' For those ...

8 Best Agent Skills Security Tools to Vet Skills Before You Install Them

Drop-in agent skills evolve quickly. Yet 26 percent of the 31,132 public skills analysed in a January 2026 study carried at ...
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Scaling Agentic AI Coding Assistants in a Regulated Enterprise

Key TakeawaysPublished evidence on AI coding productivity is genuinely mixed — from a 55.8% speed-up on a greenfield task to a 19% slowdown for experienced ...
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laboration Suite. In this domain, in order to provide a fluid user

covering all the hot paths through the loop. the VM would start tracing there. When the inner loop exits, the VM would detect that a different branch was taken. The VM would try to record a branch ...