Projects

Demo projects, mostly centered around the theme of re-introducing concreteness into LLM outputs: providing relevant, traceable information.

Demos

  • Smart Sources August 04, 2026

    Text editor that allows you to fetch sources in-flow as you write.

  • Earnings Explorer June 23, 2026

    Data exploration utility for corporate earnings data.

  • Interactive Docs May 14, 2026

    This is a simple demo project, aimed at touching on a weakness in AI systems, from the perspective of a user. Namely, the output of an LLM model is less certain, and less reliable than the original ground-truth data. The approach here is to return ground-truth documentation and to ground generated code examples by making the immediately editable and runnable by the user.