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Equation 45 · The Economics of Codex: Tokens, Sandboxes, Review Time, and Software Throughput

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ℓt\ell_t

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tt

Symbol t

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subscript

subscript

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What the article says around this equation

where ℓt\ell_t is learning from agent-assisted work and dtd_t is depreciation of skills no longer exercised. Both depend on workflow. Requiring developers to predict behavior, inspect evidence, and explain accepted changes can raise ℓt\ell_t . Delegating opaque work and reviewing only summaries can raise dtd_t .

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