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Mathematicians issue warning as AI rapidly gains ground

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281–290 of 366 posts

Re: Mathematicians issue warning as AI rapidly gains ground

#281

Is it possible they feel threatened their jobs are at stake?

I don't think current mathematician's jobs are at stake, as much as the field itself, if LLMs take all the "easy" problems that phd students would try to learn by solving on their own. Mathematics is susceptible to the same ladder-pulling situation that we see with junior programmers and LLMs.

Re: Mathematicians issue warning as AI rapidly gains ground

#282
post #258
post #257

> Mathematics produces not only a body of results, but also understanding, clarity, and judgment among the communities of mathematicians who have shaped them, often in the context of their own autonomously guided research. This expert knowledge is essential, both to effectively use mathematics, and to continue to articulate new and significant research questions. In a word, the job of the mathematics department is no…

>>Similarly, the output of programming is not only a program, but also a programmer. It is you. This can be said about pretty much any job on earth. By that definition nothing should ever be automated. Everything thinks they are special, actually no one is. You become special by being rare. Find something that can be done by no one or only a scant few.

> This can be said about pretty much any job on earth.

That isn't really true. After push button elevators with floor-logic relays eliminated the need for "elevator operator" to be a job, nobody needed to be an elevator operator anymore. The equipment could do 100% of the job and if the equipment was out of order then you call a repair technician or install a new elevator rather than needing to find an elevator operator to pull out of retirement, since knowing how to repair or install elevators was never part of their job to begin with.

The trouble with AI-generated code is that it can't do 100% of the job, so you still need a programmer to do the parts that it can't, but then you need the programmer to understand how to do the parts that it can't, which in turn requires them to also understand how to do the parts that it can.

Re: Mathematicians issue warning as AI rapidly gains ground

#283
post #257

> Mathematics produces not only a body of results, but also understanding, clarity, and judgment among the communities of mathematicians who have shaped them, often in the context of their own autonomously guided research. This expert knowledge is essential, both to effectively use mathematics, and to continue to articulate new and significant research questions. In a word, the job of the mathematics department is no…

While you are right in a way, I think you miss the point. In the past "computer" was a job description and mechanical power came from serfs. They surely developed skills we are lacking today but I'd argue that overall the world is a better place with digital computers and electrical motors. It frees up these people to do something else, something of higher value.

> In the past "computer" was a job description and mechanical power came from serfs.

Serfs, all right, but in what world do you live where "computers", people who did manual computing (i.e. mechanical additions/multiplications/... with very large numbers) are the same as actual research mathematicians, who are basically pure logicians?

The only perspective where it makes sense to root for mathematicians to go away is if you're a misandrist that thinks humanity should be replaced by robots (for reasons...). Or isn't logic something that's a defining human trait, and one of the main reasons we became the dominant species on the planet?

Re: Mathematicians issue warning as AI rapidly gains ground

#284

Earlier quoted context omitted.

We argued that AI would free us to explore the arts. Instead it first came for written language and images. So what's left when it can write all the programs, drive all the cars, and AI sensors on farms can monitor and distribute nutrients. I remember watching TED Talks about how AI weapons need to be carefully studied, and instead we see them autonomously picking targets. I'm not seeing any higher values, instead I'…

I see that point of view but there's another that I've recently been thinking about. Many of the fields that were traditionally considered for "smart" people (STEM etc.) are the ones that are being really hammered by AI. Whereas, things which people considered lightweight often involving social relationships and interpersonal skills are still beyond the scope of AI (much of it even theoretically beyond the scope alth…

This is actually a very old AI insight, acknowledged at least as early as the 80s, let me see if I can find the quote.

Found it:

> Rodney Brooks explains that, according to early AI research, intelligence was "best characterized as the things that highly educated male scientists found challenging", such as chess, symbolic integration, proving mathematical theorems and solving complicated word algebra problems. "The things that children of four or five years could do effortlessly, such as visually distinguishing between a coffee cup and a chair, or walking around on two legs, or finding their way from their bedroom to the living room were not thought of as activities requiring intelligence. Nor were any aesthetic judgments included in the repertoire of intelligence-based skills.

Re: Mathematicians issue warning as AI rapidly gains ground

#285
post #273

Earlier quoted context omitted.

While you are right in a way, I think you miss the point. In the past "computer" was a job description and mechanical power came from serfs. They surely developed skills we are lacking today but I'd argue that overall the world is a better place with digital computers and electrical motors. It frees up these people to do something else, something of higher value.

Sure, the world is a better place with fewer serfs in it, but what exactly is of "higher value" than being a research mathematician? It's already a profession that consists essentially of exercising our highest and most distinctly human capacities: creativity, abstract reasoning, and passing the results of those on through a distinctive language and culture. I don't think the comparison with serfs is useful. I'm sure…

Sure, recreational mathematicians. Just like people that like to ride horses for fun.

Re: Mathematicians issue warning as AI rapidly gains ground

#287

People talk about research mathematics being a science or an art, but it's also a sport. AI will kill the sport aspect of it. The art will survive. The science will thrive.

I think the bigger issue is that mathematicians historically invented the abstractions to make maths easier to understand for humans. With LLMs, will we get abstractions that only computers can understand?

Re: Mathematicians issue warning as AI rapidly gains ground

#289
post #284

Earlier quoted context omitted.

I see that point of view but there's another that I've recently been thinking about. Many of the fields that were traditionally considered for "smart" people (STEM etc.) are the ones that are being really hammered by AI. Whereas, things which people considered lightweight often involving social relationships and interpersonal skills are still beyond the scope of AI (much of it even theoretically beyond the scope alth…

This is actually a very old AI insight, acknowledged at least as early as the 80s, let me see if I can find the quote. Found it: > Rodney Brooks explains that, according to early AI research, intelligence was "best characterized as the things that highly educated male scientists found challenging", such as chess, symbolic integration, proving mathematical theorems and solving complicated word algebra problems. "The t…

Thanks. Is this quote from a book?

Re: Mathematicians issue warning as AI rapidly gains ground

#290
post #284

Earlier quoted context omitted.

This is actually a very old AI insight, acknowledged at least as early as the 80s, let me see if I can find the quote. Found it: > Rodney Brooks explains that, according to early AI research, intelligence was "best characterized as the things that highly educated male scientists found challenging", such as chess, symbolic integration, proving mathematical theorems and solving complicated word algebra problems. "The t…

Thanks. Is this quote from a book?

https://archive.org/details/robotfutureoffle0000broo/mode/2u...
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