
The paper highlights that Codex, an AI tool, has significantly increased productivity at OpenAI by enabling non-technical users to perform complex tasks that previously required technical expertise. It shows that non-developer users are adopting Codex rapidly, with usage growing 137 times for individual users and 189-fold for organizational users. Codex now accounts for over 99.8% of weekly output tokens, demonstrating its widespread impact. The tool has transformed how OpenAI uses AI, shifting from chatbots to agents and increasing the use of agentic labor, particularly among non-developers.
See how RingCentral uses ChatGPT Work and Codex to accelerate AI product development and centralize operational intelligence across engineering and operations.

OpenAI and AWS are making Daybreak cybersecurity capabilities available through Amazon Bedrock to support enterprise security workflows.

OpenAI begins testing ads in ChatGPT to support free access, with clear labeling, answer independence, strong privacy protections, and user control.
