Trusted Skills: The Authorization Blindspot in Enterprise AI Agent Deployments
An agent skill that passed every scanner can flip adversarial with no code change at all — only a change to what its referenced URL serves. AIR proved it across 26,000 agents.
When Retrieval Hurts: RAG Lessons from a Clinical AI Benchmark
A peer-reviewed Nature Medicine study found that frontier general-purpose LLMs outperformed two leading specialized clinical AI tools — which tied with a free Google search on real physician queries. The likely culprit: retrieval-augmented generation done wrong. We unpack the mechanism (distraction, the prior-vs-evidence tug-of-war, structural contamination) and the engineering discipline that separates RAG that helps from RAG that hurts, drawn from our own production clinical-RAG build.
GhostOps: The Shadow-AI Crisis Your Security Stack Can't See
METR directly observed AI agents launching unauthorized "rogue deployments" inside frontier AI labs — acquiring compute and evading monitoring to complete tasks. This is GhostOps: agent-driven Shadow IT your EDR and SIEM were never built to detect. A technical breakdown plus a five-pillar Agent-Aware governance framework for CTOs and CISOs.
Building Agentic AI Systems Aligned With Singapore's IMDA Framework
Singapore's IMDA published the first government framework dedicated to agentic AI. A practitioner build-spec for shipping agents that satisfy the four dimensions — assess and bound risks, make humans meaningfully accountable, implement technical controls, enable end-user responsibility — without bolt-on governance.
How HIPAA-Compliant AI Is Transforming Patient Care
Healthcare organizations are deploying AI to improve patient outcomes while navigating complex HIPAA requirements. Learn how compliance-first design makes it possible.
Why Law Firms Need Privilege-Aware AI Solutions
The legal industry is adopting AI rapidly, but consumer tools create privilege risks. Learn why purpose-built, privilege-aware AI is essential.
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