Research
Every MeshQu paper: three experiments run on the same 283 UK procurement decisions, and the white paper that frames them. Each one is also a piece in the journal.
4 papers
Category
Research papers
Experiments on 283 real UK procurement decisions, every verdict bound to a signed receipt.

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…
Category
White papers
The argument the experiments were built to test.
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