Our interfaces should facilitate prose-sculpting, meaning-architecting, memory-augmenting, and inspiration-harvesting—all grounded in sources we love and trust. Just as calculators shifted math from rote computation to conceptual exploration, AI can nudge creative work toward the things humans are uniquely good at: thinking and feeling deeply.

We all reach for tools that save us time. But used incorrectly, AI saves us time at the expense of thoughtfulness. If you had chatGPT write all your emails and a meeting bot write all your notes, you would get your work done faster, but you’d be doing a terrible job.

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Over the next year or two, I expect GPT-4 and its successors to become a copilot for the mind: a digital research assistant that will bring to bear the sum total of everything you’ve read, everything you’ve thought, and everything you’ve forgotten every time you touch a keyboard. 

It will solve some of the perennial problems in productivity culture:

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