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A read of an HHAI 2026 position paper: AI narrows the novice-expert gap on routine work and widens it on complex work. What decides who benefits is domain expertise, not prompt engineering.
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AI is everywhere right now — on roadmaps, in boardrooms, and across product conversations. But once you look past the headlines, the questions that matter are still very practical: What’s actually working in real deployments?
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