Journal
Everything here answers one question: how you prove what a decision actually was, months after it was made. Start with the white paper for the argument, the experiments for the evidence, or the short reads if you have ten minutes and a regulator’s letter on your desk.
Research papers · 3
Research papers · 3
Precedents, policy, and commitment
Why two AI models can reason the same way about a decision and still commit to it on very different fractions of records — and what that…
When precedents commit AI and policy pulls it back
A 283-decision corpus measuring how an LLM agent’s verdicts shift as governance context is added one rung at a time, from no policy to full…
When AI hedges and policy commits
A 283-decision corpus comparing an LLM agent’s verdicts against MeshQu’s policy evaluator on UK Contracts Finder filings — every record…