Undergrad Isn't it terrifying that AI can become smarter than any Mathematician?

  • Thread starter Thread starter Gjmdp
  • Start date Start date
  • Tags Tags
    Ai Mathematician
Click For Summary
SUMMARY

The discussion centers on the implications of AI advancements in mathematics, particularly Microsoft's initiative to develop an AI capable of competing in the International Mathematical Olympiad by 2021. Participants express concerns about AI potentially surpassing human mathematicians in theorem proving, while also emphasizing that current AI, including automated theorem provers, has not yet achieved publication-worthy results without human involvement. The conversation highlights the distinction between solving mathematical problems and the creative process of formulating new theorems, suggesting that while AI may enhance capabilities, it will not render human mathematicians obsolete.

PREREQUISITES
  • Understanding of automated theorem proving techniques
  • Familiarity with the International Mathematical Olympiad (IMO) format
  • Knowledge of AI advancements, particularly in natural language processing (NLP)
  • Basic concepts of mathematical creativity and theorem formulation
NEXT STEPS
  • Research the capabilities and limitations of automated theorem provers
  • Explore the role of AI in enhancing mathematical research and creativity
  • Investigate the impact of AI on competitive mathematics, specifically in Olympiad settings
  • Study advancements in natural language processing and their applications in mathematics
USEFUL FOR

Mathematicians, AI researchers, educators, and anyone interested in the intersection of artificial intelligence and mathematical problem-solving.

  • #31
But what about when the technology decides it can do pretty much anything better, and it can? Hal says "I could see your lips moving, Dave." Is humanity destined to become obsolete? Replaced with things that can think but uncertainty if they feel?
 
Mathematics news on Phys.org
  • #32
jaketodd said:
But what about when the technology decides it can do pretty much anything better, and it can? Hal says "I could see your lips moving, Dave." Is humanity destined to become obsolete? Replaced with things that can think but uncertainty if they feel?
Sci-fi almost never gets the future right. Not so much obsolete as transformed I'd guess.
 
  • #33
Chris Miller said:
Sci-fi almost never gets the future right. Not so much obsolete as transformed I'd guess.
Sci-fi is a great thing though. If you're talking about cybernetics, you I remember writing a speech on how humans will be augmented with computers. Computer-brain interfaces. Ever heard of Alcor? The idea is to preserve the person until technology can bring them back to life and complement them.
 
  • #34
Can AI be trained to prove only interesting theorems? If yes, can it be trained to explain us why they are interesting? As a specific example, I have in mind the Godel incompleteness theorems.
 
  • #35
jaketodd said:
Sci-fi is a great thing though. If you're talking about cybernetics, you I remember writing a speech on how humans will be augmented with computers. Computer-brain interfaces. Ever heard of Alcor? The idea is to preserve the person until technology can bring them back to life and complement them.
I agree, and have written my fair share. I see AIs as our progeny. If you view evolution as "the rise of consciousness" (De Chardin) it makes sense. We humans are still pretty amazing and complex machines. Some aspects ought to endure.
 
  • #36
Demystifier said:
Can AI be trained to prove only interesting theorems? If yes, can it be trained to explain us why they are interesting? As a specific example, I have in mind the Godel incompleteness theorems.
Well, for one, many/most of the theorems of (ordinary) computation theory [say in literature etc.] should, in principle, be provable in sufficiently powerful axiomatic systems.

I suspect that if one tries to look for results of negative nature (no program can do this etc.) then probably this can serve as the most basic "filter" as a starting point (for results similar to what you mentioned).

===========================

Of course the question of "interesting" in general is well much more broad than this. As with most other questions of this type [including the one in OP], one can take two different viewpoints (mechanical/aesthetic or theoretical/practical distinction depending on question).

Here we have:
(i) purely mechanical [mechanical isn't the best word here, but I don't know of an alternative] viewpoint
(ii) aesthetic viewpoint on this.

(i) If we take a mechanical viewpoint we can say that nothing is really interesting or non-interesting. It is just that based on several factors (our lifespans, information processing speed, physical limitations on movements etc.) we only take those statements to be interesting which feel "short"/"elegant" enough to us.

(ii) The aesthetic viewpoint would not accept (i).
 
  • #37
Rumor is most of the mentors and science advisors here are bots, part of some secret program at Google
 
  • Haha
Likes Demystifier
  • #38
SSequence said:
Here we have:
(i) purely mechanical [mechanical isn't the best word here, but I don't know of an alternative] viewpoint
(ii) aesthetic viewpoint on this.

(i) If we take a mechanical viewpoint we can say that nothing is really interesting or non-interesting. It is just that based on several factors (our lifespans, information processing speed, physical limitations on movements etc.) we only take those statements to be interesting which feel "short"/"elegant" enough to us.

(ii) The aesthetic viewpoint would not accept (i).
Before letting machines take over too much, it's important to realize that our knowledge and understanding and feelings are not completely understood. So a computer "thinking" may not be thinking as we think. I firmly believe that we are a lot more than our incomplete understanding of ourselves and the world. So just because computers can be made to think and make decisions, doesn't mean they are anywhere near what you and I are.
 
  • #39
BWV said:
Rumor is most of the mentors and science advisors here are bots, part of some secret program at Google
Do you have a link? Thanks
 
  • #40
in actual history, when computers enter a new field, they have always helped people do their existing jobs. Actually replacing people is rare, as far as I can see. At worst, I suspect mathematicians will be enabled to spend more time asking challenging questions and combining new answers with existing mathematics to ask even more new questions. That doesn't sound so bad to me.
 
  • #41
jaketodd said:
Do you have a link? Thanks
My algorithms are 99.7% confident that the following is a link, and 72.3% confident that the linked post is related to the topic:

https://www.physicsforums.com/threads/most-likes-page.912736/page-9#post-6151556

It's somewhat of a running gag in many internet forums.
Ralph Dratman said:
in actual history, when computers enter a new field, they have always helped people do their existing jobs. Actually replacing people is rare, as far as I can see.
People no longer route phone calls by hand. All the big mail sorting in first world countries is done by machines today (well, most of the time at least...). "Type this properly with the typewriter" jobs are largely gone and many reasons to write, send and deliver physical mail disappeared due to computers. Some subways are driven by a computer - no train conductor jobs in them. In the near future the demand for truck and taxi drivers will go down notably and that's a big employment sector. At the same time many new jobs appeared that didn't exist without computers, of course.
 

Similar threads

Replies
10
Views
5K
Replies
3
Views
3K
Replies
8
Views
5K
Replies
4
Views
2K
  • · Replies 25 ·
Replies
25
Views
8K
Replies
6
Views
4K
  • · Replies 1 ·
Replies
1
Views
10K