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Equation 18 · Codex in 2035: Scenarios for Software Teams, Verification, and Machine-Written Code

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ee

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the evidence. Read the equation part by part below; each part has a contextual explanation and a link to its mathematical background.

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ee

Symbol e

the evidence.

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where each event records role r , actor a , model m , harness h , input state s , and evidence e . “Machine-originated” can then mean that an agent produced the first substantive implementation; “machine-verified” can mean automated evaluators generated the acceptance evidence; neither removes the human or institution that authorized deployment.

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