Equation 12 · Part 5 · Why Coding Agents Fail: Long-Horizon Reliability in OpenAI Codex
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What this part means
The expressions on both sides represent the same quantity under the stated assumptions.
Its job in the formula
The equals sign connects the complete expression on the left with the complete expression on the right. Both sides must have compatible units.
Full expression→=→Article meaning
The passage around this formula
Suppose a task requires n materially dependent stages. If is the probability stage i succeeds conditional on all prior required state being correct, then . The equal- p simplification illustrates scale: 0.99^{100}0.366 . This is not a model of real coding trajectories—the stages are correlated, checkpoints exist, and some errors are reversible—but it defeats one intuition. “Usually correct” local behavior does not imply dependable long execution.
Learn the underlying idea
An equals sign says that the expression on its left and the expression on its right have the same value under the stated definitions and assumptions.
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