As Simon Willison notes, OpenAI's clarification effort points to a fundamental product friction in the AI industry. The attempt to delineate between cloud and local processing in ChatGPT Work arguably highlights a core user experience problem. Companies are racing to integrate AI into workflows, but in our view, these hybrid models often create confusion about where data lives and what capabilities are available where.
This could become a significant trust barrier for enterprise adoption, as businesses need predictable, transparent data handling. The industry may need to move beyond patchwork explanations toward more intuitive architectural designs that make data boundaries obvious by default.