Equation 5 · Why Coding Agents Fail: Long-Horizon Reliability in OpenAI Codex
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Symbol V
V is a part of this expression. Its role is fixed by the surrounding article and by the operations shown in the formula.
Symbol s_T
is a part of this expression. Its role is fixed by the surrounding article and by the operations shown in the formula.
Symbol g
g is a part of this expression. Its role is fixed by the surrounding article and by the operations shown in the formula.
subscript
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What the article says around this equation
where is environmental state, the agent’s observation, and its action. Task success is not a property of the final message. It is an externally evaluated predicate V(,g) over final state and goal g . System reliability under task distribution D is
Sources cited in the article section
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