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Monday, July 11, 2005

So, What's AI Research, Anyways?

Hi everyone, I am Priyang Rathod. I am a PhD student at UMBC, working with Marie desJardins. I have been meaning to blog since the day of my arrival here, but could not, because I am staying at the student housing at Duquesne University :(.

On the opening day of ASAMAS, Gal Kaminka of Bar Ilan University gave an Introduction to Agents and Multiagent Systems. At the beginning of his speech, he mentioned an incident when his paper was rejected at an Agents conference because one of the reviewers thought that the research presented was not related to Agents. Gal was quite annoyed about that for a couple of weeks. That's quite expected; anyone would be annoyed if a peer-reviewer decides that you are not doing what you think you are doing. But then later Gal also talked about meeting a researcher at Bar Ilan who makes the best batteries and how according to him the battery maker was also a robotics researcher.

That got me thinking: Where is the line between AI Research and Non-AI Research? Does Machine Vision or Robotic Arm Design count as AI research?? Well, I think many would say so. But then what about the batteries and motors used in robots?? Is that AI research? If it is, then what about the chemicals used in batteries, which can be used in a robot? Is THAT AI research? How far do we go? Where do we draw the line?

51 Comments:

Anonymous Mentifex said...

AI has been solved.

9:19 PM  
Blogger Jystar said...

In regard to the original post:

Priyang, I think your question, although you possibly make too much of a slippery slope argument in your answer, is a valid one. Indeed, it seems to have been a core question for the conference, as demonstrated in this morning’s presidential address. I think perhaps that the separation you seek is not a dichotomy but rather a gradient. Work in game theory or Bayesian nets may be more like AI research, while certain work, perhaps that on robots or their batteries, is less like AI research. In trying to make concrete distinctions between fields and subfields, we fall into the ivory tower trap and close our minds off to the possible benefits of understanding the work of others.

To mantifex’s comment:

Perhaps I don’t know enough about the project to which you refer, but the idea of solving AI in theory just doesn’t make sense. Anyone can come up with a nearly bullet proof theory of AI and arguments to support it, but without an implementation, there is no verification to justify the correctness of that theory. Furthermore, what exactly does that theory entail? Does it cover the entire range of human ability, including those which might be considered irrational? Would such a system really be intelligent? I’m not proposing to have answers, I’m merely probing further into your post.

1:31 PM  
Blogger pr said...

jystar,

I mostly agree with what you are saying. But by calling some work as "Non-AI-research", I am in no way insinuating that it is in any way menial or unimportant. You are also right about the separation being more of a gradient than a dichotomy. But on the other hand, gradient is no answer at all and if we accept that as an answer, we end up back where we started from.

mentifex,
AI has been solved?? So we are all just wasting our time here??

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Anonymous Mentifex said...

Jystar, the theory covers the central range of human thinking ability. Priyang Rathod, of course you're making good use of your time. The Mind.Forth implementation is approaching a primitive but True AI.

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