What I'm focused on right now.

Building

Most of my building time goes to Exposure Workbench — specifically the issuer-intelligence layer and getting the append-only evidence stores to the point where any figure in a report can be walked back to its raw fact. The deterministic exposure pipeline runs end to end; the interesting work now is in the seams.

Thinking about

• How AI actually changes financial research workflows — beyond summarization, toward systems that argue and stay traceable.
• What separates a prototype that demos from one you can operate on the second run, and the third.
• Representing model inventories as graphs rather than spreadsheets — the Model Object Graph experiment.

Writing

Turning working notes into things worth sharing. Recent ones on not writing fallbacks and why agent demos stop before the hard part came straight out of the building above.