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Notes from the field.

Practical writing on regulated AI, SR 11-7 in the GenAI era, evaluation harnesses, and the parts of LLM work that don't make the keynote slides.

April 22, 2026·9 min read

SR 11-7 meets generative AI: what actually has to change

The Federal Reserve framework was written for traditional models. Here is what holds, what breaks, and what to add when you bring it to LLMs.

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March 18, 2026·7 min read

Treat the evaluation harness as a product, not a script

The teams that ship reliable LLM features invest in evaluation infrastructure. Here is what that looks like in practice.

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February 4, 2026·8 min read

Agentic AI in regulated workflows: what to allow, what to forbid

Tool use is where most of the real value of agentic systems lives — and where most of the regulatory risk does too.

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Quarterly notes on regulated AI. No spam, no promotions.

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Matt Achachlouei · AI advisory for regulated financial services