Lab

A running notebook of things I want to try, things I’m working on, and things I’ve set aside. Some make it into finished projects.

Newest ideas first, dated from when they began.

Sep 19, 2026
- GPT-2, but better
  idea
  Building on Karpathy’s GPT-2 reproduction.
- FrameFT experiments
  in progress
  Exploring FrameFT.
- notes/tools collection
  in progress
  A growing collection of notes and tools.
Jul 15, 2026
- Twynd
  archived
  A new way to learn concepts through voice.
- Tool Use Bench
  archived
  Tools a model has never seen before.
Jul 10, 2026
- Diffusion maze solver
  done
  Pathfinding by denoising rather than search.
  Finished Sep 5
Jun 15, 2026
- Figure It Out Bench
  archived
  Reasoning that recall can't fake.

GPT-2, but better