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A research team replaced a database query engine with an LLM that writes bespoke C++ for every query. It beat DuckDB. The implications go well beyond databases.

A coding agent built a chess engine in pure TeX by inventing a virtual machine. The practitioner lesson isn't the stunt. It's what happens when agents redesign your substrate.

Learning. Sharing. Shitposting. It's all coming soon.