Research and field notes
Notes from the boundary.
Short notes on using AI over protected data: what controlled visibility buys you, what it does not, and where a modular tool fits. Written for reviewers, not for marketing.
NOTE 01
Why sensitive AI needs controlled visibility
NOTE 02What zero data retention does not solve
NOTE 03From protected documents to controlled answers
NOTE 04Why heavy intelligence platforms leave room for modular tools
NOTE 05Checking the request before the model sees it
NOTE 06An audit trail is evidence, not telemetry
Notes are published as the work develops. Request access to receive them directly.