Exposure Intelligence Lab

This is a working lab, not a product and not an institute. It is where I develop and test a few ideas I keep running into as an operator: as AI makes it cheap to fake almost anything, who is exposed, what still proves authenticity, where real opportunity shows up early, and what any of it means for building in Canada.

Everything here is developed in public and framed as a working model. Some of it will be wrong. I would rather be usefully wrong in the open than privately vague. The point is to be a source worth checking when these topics come up, not to have the last word on them.

The four areas

How this works

Each area holds a short thesis, a working model where one exists, and a set of field notes. The labels are deliberate. A working model is a heuristic I am still refining. A field note is a single observation worked out far enough to be useful. Current questions are the parts I have not resolved. I update all of it as my thinking changes, and I date things so you can see when I last did.

What this is not: a security audit, a research institute, a validated methodology, or a forecast. It is one operator's attempt to think clearly, in public, about a set of problems that are arriving faster than the language for them.

Field notes from the lab

Short, structured notes tied to the work here. The full notebook lives at Field Notes.