to2d

A space for ideas, notes, and ongoing work.

control systemscontrol systems × ailanguage modelsopen source

Just enough signal.

Control Systems

The foundation layer. Feedback, state-space dynamics, transfer functions.

Control Systems × AI

Control theory applied to AI architectures. Operators, not oracles.

Language Models

Where LLMs break, why context fails, and what latent space actually looks like.

Open Source

BrowserState. BrowserAgent. State-space tooling.