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Talking to LLMs has improved my thinking

philipotoole.com

41–50 of 154 posts

Re: Talking to LLMs has improved my thinking

#41
It definitely helps with expressing oneself in good "structured English" (or whatever natural language you speak). In my humble opinion, this is exactly the future of programming so it is worth it to invest some time and also learn how natural language processing if functioning.

Re: Talking to LLMs has improved my thinking

#42
Not to dismiss other people's experience, but thinking improves thinking. People tend to forget that you can ask yourself questions and try to answer them. There is such thing as recursive thinking where you end up with a new thought you didn't have before you started.

Don't dismiss this superpower you have in your own head.

Re: Talking to LLMs has improved my thinking

#43

Earlier quoted context omitted.

> they are going to want to monetize LLMs more and more Not only can you run reasonably intelligent models on recent relatively powerful PC's "for free", but advances are undoubtedly coming that will increase the efficient use of memory and CPU in these things- this is all still early-days Also, some of those models are "uncensored"

How do you verify the models you download also aren't trying to get you to buy stuff?

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Re: Talking to LLMs has improved my thinking

#44
This is very interesting because I have been thinking vaguely about a somewhat "opposite" effect. In the sense, talking to LLMs kills my enthusiasm for an idea with other people.

Sometimes, I' get excited by an idea, may be even write a bit about it. Then turn to LLMs to explore it a bit more. An hour later, I feel drained. Like I have explored it from so many angles and nuance that it starts to feel tiresome.

And within that span of couple of hours, the idea goes from "Aha! Let's talk to others about it!" to "Meh.."

EDIT: I do agree with this framing from the article though: "Once an idea is written down, it becomes easier to work with..... This is not new. Writing has always done this for me."

Re: Talking to LLMs has improved my thinking

#45

Not to dismiss other people's experience, but thinking improves thinking. People tend to forget that you can ask yourself questions and try to answer them. There is such thing as recursive thinking where you end up with a new thought you didn't have before you started. Don't dismiss this superpower you have in your own head.

Writing improves thinking, and when uses correctly, LLMs can increase the rate at which one writes, journals and refines their thoughts.

Re: Talking to LLMs has improved my thinking

#46
post #26

I started teaching undergraduate computer science courses a year ago, after ~20 years in various other careers. My campus has relatively low enrollment, but has seen a massive increase in CS majors recently (for reasons I won’t go into) so they are hiring a lot without much instructional support in place. I was basically given zero preparation other than a zip file with the current instructor’s tests and homeworks (w…

I found Geoffrey Hinton's hypothesis of LLMs interesting in this regard. They have to compress the world knowledge into a few billion parameters, much denser than the human brain, so they have to be very good at analogies, in order to obtain that compression.

That's essentially the manifold hypothesis of machine learning, right?

Re: Talking to LLMs has improved my thinking

#47

Not to dismiss other people's experience, but thinking improves thinking. People tend to forget that you can ask yourself questions and try to answer them. There is such thing as recursive thinking where you end up with a new thought you didn't have before you started. Don't dismiss this superpower you have in your own head.

Just like how writing helps memorisation. Our brains are efficient, they only do what they have to do. Just like you won't build much muscles from using forklifts.

I've seen multiple cases of... inception. Someone going all in with ChatGPT and what not to create their strategy. When asked _anything_ about it, they defended it as if they came up with it, but could barely reason about it. Almost as if they were convinced it was their idea, but it really wasn't. Weird times.

Re: Talking to LLMs has improved my thinking

#48

Earlier quoted context omitted.

> they are going to want to monetize LLMs more and more Not only can you run reasonably intelligent models on recent relatively powerful PC's "for free", but advances are undoubtedly coming that will increase the efficient use of memory and CPU in these things- this is all still early-days Also, some of those models are "uncensored"

How do you verify the models you download also aren't trying to get you to buy stuff?

I guess you.. ask them a bunch of recommendations? I would imagine this would not be incredibly hard to test as a community

Re: Talking to LLMs has improved my thinking

#49

Not to dismiss other people's experience, but thinking improves thinking. People tend to forget that you can ask yourself questions and try to answer them. There is such thing as recursive thinking where you end up with a new thought you didn't have before you started. Don't dismiss this superpower you have in your own head.

Agreed; also a kind of recursive placebo tends to happen in my experience:

  10 You recognise your thinking (or some other desirable activity) has improved
  20 You're excited about it
  30 You engage more with the thinking (or other activity)
  40 You get even better results
  50 Even more excitement  
  60 GOTO 30
You definitely don't need LLMs for this.

Re: Talking to LLMs has improved my thinking

#50
I've also found that talking through an idea with a language model can sharpen my thinking. It works a bit like rubber duck debugging: by explaining something to an impartial listener, you have to slow down and organise your thoughts, and you often notice gaps you didn't realise were there. The instant follow‑up questions help you explore angles you might not have considered.
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