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Equation 17 · Part 1 · OpenAI Codex as a Software-Engineering System: Models, Harnesses, and Evidence

Symbol q_k

qkq_k
qkq_k

What this part means

the model’s query or action.

Its job in the formula

qkq_k is a part of this expression. Its role is fixed by the surrounding article and by the operations shown in the formula.

Where the article explains it

where qkq_k is the model’s query or action and bkb_k is a context budget.

The passage around this formula

where qkq_k is the model’s query or action and bkb_k is a context budget. Two agents using the same model can behave differently because their observation functions ΩH\Omega_H expose different facts, truncate different histories, or describe tools differently.

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Learn the underlying idea

A subscript is a label attached below a symbol. It often selects a time step, component, category, or member of a sequence.

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Sources cited in the article section

These citations provide research context; check each source for the exact claim it supports.