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  5. Claude-shaped problem
AI Slang & Cultureaka Claude-shaped scienceaka Claude-shaped

Claude-shaped problem

A Claude-shaped problem is a scientific task that matches what current LLMs already do well: breadth, coding, and checkable numerics — not deep unstated conceptual work.

Ask Melo about this← all terms

Physicist Matthew Schwartz introduced the phrase in his October 1, 2026 Anthropic guest essay. He contrasts it with human-shaped science: the model can port methods and close integrals; a domain expert still has to decide whether the result is interesting. The matching open harness in that essay is BootLoops.

Related terms

Vibe CodingJagged IntelligenceHuman in the LoopLoad-BearingEnshittificationGlazing