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- The EU AI Act High-Risk Deferral Is a Trap, Not a Reprieve
The EU AI Act Digital Omnibus deferred the Annex III high-risk deadline to December 2027 — but that's exactly one conformity assessment cycle, and Article 50 transparency obligations are already live. Banks that filed this as a win are already behind.
- The EU AI Act Omnibus Saved Your Credit Model. It Didn't Save Your LLM Stack.
The EU AI Act Omnibus moved the credit scoring deadline to December 2027 — but GPAI enforcement and Article 50 transparency go live August 2, and banks using LLMs in production workflows are exposed right now.
- The RAG Pattern That Stops LLMs From Inventing Fields That Don't Exist
AK-RAG is a reference architecture that indexes enterprise attribute metadata as first-class knowledge objects, then routes LLM output through a six-step governed pipeline — parse, retrieve, classify, clarify, govern, emit DSL — so the LLM can only select attributes that exist in your catalog, never invent them.