About Automate Capture

The method

Each project here is built as a working metaphor. Distillation is a whiskey distillery. Model surgery is an auto‑mechanic's garage. Bible semantics is a 3D galaxy.

The metaphor isn't decoration—it's the interface. Rigorous technical work becomes navigable, inhabitable, and memorable when the substrate it lives in is something a visitor already understands.

How it works

A piece of research starts in the Research division—a paper, a benchmark, a hunch. If it survives scrutiny, it goes to Research Radar, an autonomous pipeline that reproduces papers, runs the tests, and ships validated artifacts. The output is an Exhibit: a fully-realized site with the working code, the metaphor, the data, and an honest evaluation of where it works and where it doesn't.

What you'll find here

• 01
  Research  — peer-reviewable work on memory systems, neural architectures, and computational efficiency (ARMS, HAT, Blades, Sparse Pathways).
• 02
  Labs  — interactive, browser-runnable demonstrations of the research.
• 03
  Exhibits  — finished, themed projects shipped from the Radar pipeline: Distillarium, Hermeneutica, Model Garage, and more.
• 04
  Thoughts  — less formal than papers, more structured than tweets.

A note on shape

The work here is research first. Some exhibits grow into products over time; many stay as published artifacts. The body of work is the point—products are a welcome side‑effect when they emerge.

Why

Because rigorous research deserves interfaces as considered as the research itself.

Because making technical depth navigable for non-specialists is part of the rigor, not separate from it.

Because building this way is more fun, and the work is sharper when it's fun.