← Back to article

Equation 12 · OpenAI Codex as a Software-Engineering System: Models, Harnesses, and Evidence

What does this equation mean?

gg

Read the formula alongside the article passage below. Each part has a deeper page with its role in the equation, the supporting passage and nearby citations.

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

Read it piece by piece

gg

Symbol g

the task goal.

Understand this part →

How to interpret it

Read this expression with the definitions, units, and assumptions supplied by the article.

What the article says around this equation

At an agent step k , a model receives an observation history o≤ko_{\le k} , task goal g , and harness state hkh_k , then proposes an action:

Read the equation in its article →

Sources cited in the article section

These citations give research context. Read each source to check which claims it supports.

Return to OpenAI Codex as a Software-Engineering System: Models, Harnesses, and Evidence

Browse the mathematical compendium →