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September 2026
willworth.devSeptember 2026

The tools exist. The help doesn't.

What AI makes possible, who it could help, and what's still in the way.

Start with Working Theory, then move sideways through the investigations, tools, and essays.

James Gillray's crowded 1802 caricature of a pneumatic experiment at the Royal Institution
Recognition gap no. 01

Pain eliminated in 1799. Recognised for surgery in 1844.

Forty-five years in plain sight.

Image: Gillray, 1802James Gillray, Scientific Researches! (1802). Wellcome Collection, CC BY 4.0.

The Premise

Two costs collapsed in three years: building, and research. What did not collapse is the judgment about what to point them at: which problems are worth solving, who should solve them, and which will not yield to another model release. This is where I work that question in public, in essays, tools, conversations, and maps.

Sections

Small tools I've made

All tools