Lab | Titusz Pan

Experiments, side-projects, and things I tinker with

Charcoal sketch of hands tinkering at a laboratory workbench

2026

Sheldrake — Teaching AI to Use the Backspace Key

A TUI experiment in cognitive backtracking, where the model can rewind its own output mid-generation and try again.