What an AI system owes a legal workflow
A system used on legal material has to show its sources, leave room for review, and stay inside the matter it was given.
Notes from the work.
Essays on AI and law, security, intelligence systems, deployment, and migration. The pieces below are outlines, held in the form they will take when the writing is ready.
Editorial placeholder. This note outlines a subject. It is not published research and it does not report client work.
Analysis inside a controlled environment
Security work needs systems that can be limited, reviewed, and placed inside an operating rhythm that already exists.
From a pile of records to something you can assess
Intelligence, in practice, is structured information with its sources still attached.
Installing a system is part of designing it
A model that cannot be placed, limited, and maintained inside the real environment is not finished.