Which Math Field Should I Pursue for AI and Consciousness Modelling?

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The discussion centers on selecting a math field relevant to artificial intelligence and consciousness modeling. The individual expresses a strong interest in pure mathematics but is uncertain whether to pursue mathematical logic or graph theory, given their applications in the field. Suggestions include considering applied mathematics or interdisciplinary studies that involve collaboration with neurologists or psychologists. The importance of exploring various mathematical disciplines while also integrating courses in computer science, engineering, and physics is emphasized. Ultimately, the advice is to study broadly within mathematics and adjust goals as interests evolve.
SrVishi
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Hello. I recently asked a question about attending a grad school for logic, but now I am not so sure. I am trying to find a certain math field. As background, I am a university student. I really enjoy all math subjects equally, and to find what subject to go into, I wanted to go into the field that had what I thought were interesting applications. I really like the subjects of artificial intelligence/consciousness and just general modelling of consciousness like neural networks. At first, I was led to believe that mathematical logic would be the field, but various things like the proposed in-computability of consciousness (due to self-referential properties etc) made me reconsider. On the other hand, one article was saying about how researchers at Vanderbilt found graph theory necessary in modeling, so I am a little split. I would like to stay within mathematics, I like the theory and want to work in the theory. The only subject that I'm not as fond of is statistics. Can anyone help me. Sorry for this terribly written post (in an extreme rush). Thanks in advance for any response.
 
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If you care about applications, don't go into a pure math field like logic or graph theory. You might want to go into applied math, or find something interdisciplinary which allows you to work with actual neurologists or psychologists.
 
Hmm, well I very do much enjoy pure mathematics. I understand the whole "do math for it's own sake." I'm sorry if this is confusing (I'm very unclear a lot of the time), but I just wanted a way to help actually decide which areas to go into. I am very much a theory enthusiast. o0)
 
Have you looked into theoretical computer science? I don't know much about what they do, but it seems similar to your interests.
 
No, I have not looked into computer science. I would very much like to stay within the realm of mathematics. I'm just incredibly indecisive within it, and in choosing a field.
 
SrVishi said:
No, I have not looked into computer science. I would very much like to stay within the realm of mathematics. I'm just incredibly indecisive within it, and in choosing a field.
Pick Something! You like Mathematics and want to "stay within Mathematics", and you like both theory and want to find or see applications. Study as much Mathematics as you can at the university and include some courses on Computer Science, Engineering, and Physics. Make adjusted goal decisions as you go.
 
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Yesterday, 9/5/2025, when I was surfing, I found an article The Schwarzschild solution contains three problems, which can be easily solved - Journal of King Saud University - Science ABUNDANCE ESTIMATION IN AN ARID ENVIRONMENT https://jksus.org/the-schwarzschild-solution-contains-three-problems-which-can-be-easily-solved/ that has the derivation of a line element as a corrected version of the Schwarzschild solution to Einstein’s field equation. This article's date received is 2022-11-15...

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