Archive for Jan 2026

2 entries

From Architecture to Accountability: How AI Helps Policy Become Practice

Thu Jan 22 10:09:00 2026

Architecture alone does not make authorization trustworthy. Over time, access control only works if intent can be understood, traced, and shown to produce legitimate outcomes in real systems. This post explores how AI can support the governance of access control by helping teams connect policy intent to effective access, producing coherent evidence that policy behaves the way it is meant to.
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Authorization Before Retrieval: Making RAG Safe by Construction

Wed Jan 7 11:52:00 2026

Retrieval-augmented generation makes language models far more useful by grounding them in real data, But it also raises a hard question: who is allowed to see what? This post shows how authorization can be enforced before retrieval, ensuring that RAG systems remain powerful without becoming dangerous.
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