Law as a chain of events
An event model separates documents, facts, actions, and legal qualification instead of treating law as a flat collection of text fragments.
Writing
Four texts on verifiable AI work
The material covers sources, retrieval, agentic engineering, and the limits of evidence.
research essay
A two-role Codex workflow from specification to CI
Controlled agent work starts with a contract, role separation, and an external gate—not with the number of agents.
Open source as evidence of work
Public code can reveal process, tests, and decisions, but only scope and limitations make it interpretable as evidence.
Retrieval crash test: when similar means wrong
High semantic similarity can return a document that is wrong in time, procedure, or legal subject.