projects · technical notes

Research

Short write-ups of research projects, plus the occasional technical note on the maths and engineering behind them. No publications yet — these are the working record in the meantime.

2026 Connectome-constrained world models Using a real nervous system's wiring diagram as a structural prior for an agent's predictive model. 2025 Notes on JAX for biologically structured networks Practical patterns for sparse, masked, and graph-structured layers.