[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.

OpenAI reported significant increases in internal Codex token usage across different departments between November 2025 and the reporting period, with Research experiencing the largest growth at 56x, followed by Customer Support (32x), Engineering (27x), and Legal (13x). These metrics indicate rapidly expanding adoption of AI code generation capabilities within OpenAI's own operations. The data was reported by Latent Space and suggests increasing integration of AI tools into various business functions.

Source: Latent Space | 2026-06-26