Labs
Interactive essays on cognition, AI, and systems — designed to be experienced, not skimmed.
Interactive Labs
Long-form essays on cognition, AI, and systems — built to be experienced, not skimmed. Each one runs in your browser.
Gas Town — Context Rot and Goal Neglect
Inside Steve Yegge's multi-agent orchestrator. Run the factory, inject errors, compare structured vs flat topologies, and take a goal neglect test — then see your performance data alongside an LLM's.
From Bits to Minds
Measuring what AI actually understands. Shannon's information theory meets Wiener's cybernetics to decompose agent behaviour into measurable cognitive operations — and reveal where metacognitive failures hide.
Finite Context, Real Memory
An interactive systems essay on context engineering, RAG, and the finite window — for people who ship. How do you build AI systems that remember when the substrate forgets?
Clawdbots & the Moltbook Moment
When the internet molted. How OpenClaw and Moltbook turned a lobster meme into the week the technology industry learned that text is a syscall — and everything changed.
Built by Gareth Roberts.