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GPT-4: A Copilot for the Mind

Never forget what you read again

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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: remembering what you read, then helping you apply it to your writing, your business, and your life. 

It will bring back the ideas, quotes, and memories you need, when you need them most, with no organizing, tagging, or linking required. It will work as a personalized extension of your intelligence available 24/7 at the touch of a button.

I’ve written about this a few times in “The End of Organizing” and “Where Copilots Work”, but this week it’s clear that the dominos are starting to falling into place: 

  • GPT-4 sports an 8x larger context window (the main thing bounding copilot use cases is small context window sizes)
  • Microsoft is building copilots into all of their Office 365 products. It aggregates all of your notes, documents, and meetings together to help you autocomplete memos, emails, and spreadsheets

It’s still early, and these technologies will need a lot of work before they are ready for prime time. Impressive demos don’t equal actually useful software.

But in this essay, I want to explore in more detail the problems that I think this copilot for the mind might solve, and what’s feasible today with the advent of GPT-4.

Let’s dive in.

The problem with reading

I love reading, but I don’t remember much of what I read. I’ve tried all sorts of hacky solutions: highlights, Zettelkastens, Anki cards, book notes, and more.

The fundamental problem is that I don't know when I’m going to need a particular fact, quote, or idea again. So all of these strategies are aimed at either improving my memory to keep them top of mind, or creating an organizational strategy that makes sure I bump into them later when I need them. 

To some degree, the solutions I’ve tried so far have worked—but they only take you so far. I go on and off with taking reading notes and building a Zettelkasten. It’s helpful, but it’s also a lot of work, and I don’t find myself referencing it that often. 

Anki cards provide some glimmer of hope here because they purport to load your brain with the knowledge you want, rather than keeping it in an organizational system. But I find that Anki makes me good at remembering the answers to Anki cards—rather than bringing the knowledge contained in them into the world and into my writing.

What I really want is to be steeped in these ideas and in the language of these writers, thinkers, and artists all day—instead of just at night when I’m reading before bed. (There’s a reason why some of the best ideas come out of the university environment. It’s far easier to reference the eminent dead when that’s what everyone around you is also doing.)

The goal here is erudition and application. I want to be able to write referencing the best ideas that have come before me. And I want to be able to make decisions, and see the world through the lenses provided by the people I’ve read. In short, I want to participate as fully as possible in the intellectual and emotional evolution of humanity.

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Hi Dan—very good points. I think personal LLMs will have huge value for people and can change the industry again. You'll find my thoughts about this here: https://medium.com/@mattesmattes/chatgpt-4-may-be-the-best-thing-that-could-happen-to-apple-3432fb33ba12

Chris Harvey over 2 years ago

Dan, great article! I'm excited for the future.

One critique and one comment:

1) When you say the context window of [[ChatGPT-4]] is "8x larger" than Chatgpt-3.5, i think you need to quantify what you're saying. Graham Lipman (@glipsman on Twitter) nailed it:
—About 25,000 words, or 100+ pages of a novel (see https://twitter.com/glipsman/status/1635697739349790720?s=20)

2) I've been told it was useless to capture personal ideas, notes, articles, books and other relevant time-bounded items because we have no good way to harvest them. It's like pulling all this fish from the sea but having no way to find what you've caught to cook up, at least not at scale. Now we have a machine than can not only find what you're caught, but help you preserve and find the best fish to eat. Very excited that my efforts to preserve my ideas may end up not being wasted.

—Chris

Diego Escosteguy over 2 years ago

Great article. One minor error: it’s Jorge Luis Borges, and not Jose. A copilot might help - all of us! - with this kind of mistake.

@michaelelling63 over 2 years ago

What if they make you less smart because "you don’t need to worry so much about remembering what you read." One's intellect and ability to imagine is a function of how one associates and synthesizes retained knowledge. Jeff Hawkins does a good job mapping how the brain develops and works relationally. Judea Pearl writes about how we imagine and innovate. Sure you can ride an ebike, but you won't exercise your muscles and become a better cyclist and be more fit. There are innumerable examples where people have lost basic mental and motor skills as they rely on new technology. That said, a process that helps you expand or maintain the existing associations and mental mappings will be quite useful. I would certainly be interested in mining the last 9 years of extensive digital note taking and linking within my 44 evernote notebooks.

frederick carter over 2 years ago

@michaelelling63 thats a take to seriously consider.