Four ways to represent problems: program, metric, search — and now science

madhavsinghal_ · x · 2026-10-14

The author sketches four progressively richer ways to represent a problem: as a program to implement, execute and iterate over with feedback; as a hillclimbable, optimizable metric; as formalization plus search; and now as science — doing open-ended discovery, building theories, and running experiment loops.

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