"I crossed an interesting threshold yesterday, which I think many other mathematicians have been crossing recently as well. In the middle of trying to prove a result, I identified a statement that looked true and that would, if true, be useful to me.
"Instead of trying to prove it, I asked GPT5 about it, and in about 20 seconds received a proof. The proof relied on a lemma that I had not heard of (the statement was a bit outside my main areas), so although I am confident I'd have got there in the end.
"the time it would have taken me would probably have been of order of magnitude an hour (an estimate that comes with quite wide error bars). So it looks as though we have entered the brief but enjoyable era where our research is greatly sped up by AI but AI still needs us.
"PS In case anyone's worried that it used a lemma I hadn't heard of, I checked that the lemma was not a hallucination."
kenjackson•3mo ago
WhyOhWhyQ•3mo ago
johnisgood•3mo ago
WhyOhWhyQ•3mo ago
estimator7292•3mo ago
WhyOhWhyQ•3mo ago
johnisgood•3mo ago
nemetroid•2mo ago
tekbruh9000•2mo ago
"Get out an English thesaurus and recreate Mona Lisa in different words."
If you really want to be a cognitive maverick, you would encourage them to make up their own creole, syntax and semantics.
Still, the result is describing the same shared stable bubble of spacetime! But it's a grander feat than merely swapping words with others of the same relative meaning.
You totally missed the point of "put this in your own words" education. It was to make us aware we're just transpiling the same old ideas/semantics into different syntax.
Sure, it provides a nice biochemical bump; but it's not breaking new ground.
auggierose•2mo ago
siva7•2mo ago
squigz•2mo ago
muldvarp•2mo ago
It also significantly changes my current job to something I didn't sign up to.
mettamage•2mo ago
Or at least my school system tried to (Netherlands).
This didn’t fully come out of the blue. We have been told to expect the unexpected.
muldvarp•2mo ago
It absolutely did. Five years ago people would have told you that white collar jobs where mostly un-automatable and software engineering was especially safe due to the complexity.
mettamage•2mo ago
> We have been told to expect the unexpected.
But this didn't.
What happened is unexpected. And we've been told to expect that.
I understand that that's very broad, but the older people teaching me had a sense of how fast technology was accelerating. They didn't have a tv back in the day. They knew that work would change fast and the demands of work would change fast.
The way I've been taught at school, it's to actually be that wary and cautious. You need to pivot, switch and upskill fast again.
What are humans better at than what AI isn't? So far, I've noticed it's being connected to other humans. So I'm currently at a job that pivots more towards that. I'm a data analyst + softwar engineer hybrid at the moment.
Alex2037•2mo ago
muldvarp•2mo ago
I'm not complaining to stop this. I'm sure it won't be stopped. I'm explaining why some people who work for a living don't like this technology.
I'm honestly not sure why others do. It pretty much doesn't matter what work you do for a living. If this technology can replace a non-negligible part of the white collar workforce it will have negative consequences for you. You don't have to like that just because you can't stop it.
lacker•2mo ago
To me it's like a halfway step toward management. When you start being a manager, you also start writing less code and having a lot more conversations.
iwontberude•2mo ago
muldvarp•2mo ago
I didn't want to get into management, because it's boring. Now I got forced into management and don't even get paid more.
deaux•2mo ago
That's certainly not the reason most HNers are giving - I'm seeing far more claims that LLMs are entirely meaningless becauzs either "they cannot make something they haven't seen before" or "half the time they hallucinate". The latter even appears as one of the first replies in this post's link, the X thread!
truculent•2mo ago
> _brief_ but enjoyable era
muldvarp•2mo ago
turzmo•2mo ago
In the past this tradeoff probably was obvious: a farmer's individual fulfillment is less important than feeding a starving community.
I'm not so sure this tradeoff is obvious now. Will the increased productivity justify the loss of meaning and fulfillment that comes from robbing most jobs of autonomy and dignity? Will we become humans that have literally everything we need except the ability for self-actualization?
laterium•2mo ago
turzmo•2mo ago