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OpenAI's new research analyzed 800,000 work messages and found that people are routinely using AI to take on tasks from other jobs — designers doing engineering, sales doing finance, everyone doing marketing. I found the chart they offered up to be confusing and it hides a pattern that is important to grapple with. In this video I redraw it around two questions: which roles borrow work, and whose work gets borrowed. Three patterns fall out — lenders, hubs, and borrowers — plus an empty corner where the self-contained specialists are (but not using AI?!?). Then the question the data doesn’t answer: when you take on work outside your expertise and your name goes on the output, did you author it, or just make it? The difference is extending your skill authentically — is what the study can't measure, and it's the skill Stay Human teaches. Study referenced: OpenAI, "How AI is expanding what people do at work" (Work at the Frontier series, July 2026) https://openai.com/index/how-ai-is-expanding-what-people-do-at-work/ Full report PDF: https://cdn.openai.com/pdf/work-at-the-frontier-report.pdf #stayhuman #openai #vibecoding #aiandjobs #ai