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Learning with AI requires abandoning traditional structures

I've been thinking about why so many people aren't using AI to learn new things. It's not that the tools aren't good enough. It's that we're still looking for the old structures: the syllabus, the expert instructor, the curated textbook. But AI fundamentally changes what's possible. You don't need to wait for someone to teach a course on exactly what you want to learn. You can have a patient tutor explain concepts in ten different ways until one clicks. You can ask the "dumb" questions you'd be embarrassed to ask in a classroom. The barrier to expanding out of your intellectual comfort zone used to be access. Now it's just willingness to embrace a new mental model: everything is learnable, and you don't need anyone's permission to start.

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