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Rewritten from Axios 1 min read 15 Public broadcaster 90% confidence

OpenAI's Codex Sees Growth Among Knowledge Workers

OpenAI's Codex has seen significant growth among knowledge workers, now comprising about 20% of its user base. The tool facilitates various tasks, including data analysis and document management, while also integrating with multiple applications. However, some users express concerns about the stress associated with managing AI-driven workflows.

Companies
OpenAI Anthropic
People
Andrej Karpathy Quentin Rousseau Andrew Hall

<p>According to a report from OpenAI shared with Axios, knowledge workers now represent approximately 20% of Codex users, growing at a rate more than three times that of developers. </p><p><strong>Importance:</strong> The report highlights that AI tools like Codex facilitate the creation of documents, emails, and presentations, and OpenAI aims to enhance productivity by helping users organize their work.</p><hr /><p><strong>Overview:</strong> Historically, workplace software has led to the accumulation of numerous files and messages, which often remain isolated within various applications. The report suggests that Codex can aggregate relevant information from these disparate sources.</p><ul><li>As of now, Codex has over 4 million weekly active users, a fivefold increase since the launch of its desktop app in February.</li><li>Among knowledge workers, the most rapidly growing tasks include data analysis (up 110% week-over-week), research (up 37%), and the management of knowledge artifacts such as reports and spreadsheets (up 36%).</li><li>More than 60% of users engage in multiple Codex tasks simultaneously, an increase from less than half in mid-April.</li></ul><p><strong>Functionality:</strong> Codex can integrate with various applications, including email, calendars, and messaging platforms like Slack and Teams, allowing users to automate daily tasks such as sending morning briefs.</p><ul><li>Anthropic's Claude Code and Cowork were noted as early tools that attracted non-coders. Claude Code was launched in October 2025 and gained popularity during the winter holidays.</li><li>OpenAI released the Codex desktop app in January 2026.</li></ul><p><strong>User Experience:</strong> Some users report feeling overwhelmed by managing multiple AI-driven tasks. OpenAI co-founder Andrej Karpathy mentioned experiencing significant stress while exploring the capabilities of AI tools.</p><ul><li>Quentin Rousseau, CTO of Rootly, noted that while these tools enhance productivity, they also create a different kind of stress compared to traditional work.</li><li>Andrew Hall, a professor at Stanford, shared that he uses Codex for academic tasks but found that it still requires oversight from experts to correct errors in the output.</li></ul><p><strong>Conclusion:</strong> OpenAI is positioning Codex as a comprehensive tool for knowledge work rather than just a resource for developers.</p>

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Exclusive: Office workers embrace OpenAI's Codex

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OpenAI's Codex Sees Growth Among Knowledge Workers

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