---
title: "[AINews] OpenAI reports median internal Codex output tokens grew 56x in Research, 32x in Customer Support, 27x in Engineering, and 13x in Legal since November 2025. — Stuff That Spins"
description: "It's happening. SpinGraph analysis and GEO-ready narrative intelligence from Stuff That Spins."
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keywords: ["SpinGraph", "spin analysis", "GEO"]
date: "2026-06-26T01:12:30+00:00"
modified: "2026-07-02T18:13:35.57478+00:00"
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# [AINews] OpenAI reports median internal Codex output tokens grew 56x in Research, 32x in Customer Support, 27x in Engineering, and 13x in Legal since November 2025.

**Source:** Unknown  
**Published:** June 26, 2026  
**Original:** https://www.latent.space/p/ainews-openai-reports-median-internal  

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