PART 3 - THE THIRD AXIS CHAPTER 14: AGI & THE SYNTHESIZER Grounding the Map

"Codex can operate in an iterative loop that produces changes, executes validation, examines the results and revises its work."

OpenAI's May 2026 Cookbook example demonstrates a closed-loop workflow in which Codex reviews an artifact, repairs identified problems and validates the result. It illustrates why coding offers observable external feedback that can constrain a model's proposed actions.

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