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Alteon

AI has been used for a breakthrough in batteries (www.theengineer.co.uk)

submitted 7 months ago by Alteon to c/mechanical_engineering

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[–] rdyoung 1 points 7 months ago* (last edited 7 months ago) (1 children)

You're still using AI as a buzzword. None of what is being attributed to AI is actually AI. This is the kind of thing that distributed computing has been doing for decades. Advances in processing power and code efficiency have made things easier but it's still not AI.

Again I'll ask. How is this different from boinc, etc?

Here is an article from Amazon about distributed computing that doesn't use AI incorrectly or at all.

https://aws.amazon.com/what-is/distributed-computing/#:~:text=Distributed%20computing%20is%20the%20method,to%20deal%20with%20complex%20challenges.

[–] [email protected] 4 points 7 months ago* (last edited 7 months ago) (1 children)

Distributed computing is completely unrelated. That's just running a program across many computers.

AI is the simulation of intelligence. The main one people know is a neural network.

The code they run it is very simple. It's just a series of nodes that apply a weight to their input and pass it to connected nodes. Basically just multiplication and compared to a threshold.

But what that simple code is able to achieve once trained is so much more than its code. That's the key. The same way everything we experience is just our neurons firing.

AIs ave figured out how to calculate the positions of planets in the future from training data in the past. Which means figuring out the scientific equations needed to calculate that.

So AI can potentially figure out equations that we don't even know as long as input and output data is available.

They are experimenting with this for the magnetic fields that contain fusion reactions. The AI can spot patterns in the data indicating a breach that we don't understand.

You can't just write a program to do that.

[–] RubberElectrons 2 points 7 months ago (1 children)

Where did you see this for fusion reactions?

[–] [email protected] 2 points 7 months ago* (last edited 7 months ago) (1 children)

https://www.nature.com/articles/s41586-021-04301-9

Can't find the article I read years ago. It may have been a misinterpretation of this one tbh.

[–] RubberElectrons 1 points 7 months ago (1 children)

Dude that's a great paper, thanks kindly. I still don't think that's the pubic understanding of general AI, more neural networks inferencing control methods... But it doesn't really matter. At least this is useful.

[–] [email protected] 1 points 7 months ago

No worries. No one is talking about general AI though.