this post was submitted on 26 Aug 2024
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[–] MattMatt 50 points 3 months ago (5 children)

The difference is that plant identification is a classification problem, not an LLM.

[–] [email protected] 54 points 3 months ago (1 children)

Not all of AI is LLMs, most aren't.

[–] [email protected] 8 points 3 months ago (1 children)

I think state machines are cool and groovy. I still don't understand genetic algorithms but I wish I did.

15 years ago we were all saying "AI is just a series of IF statements" because of expert systems and y'all forgot

[–] [email protected] 2 points 3 months ago

Genetic algorithms kinda suck as they use random variations and breeding to solve a problem which is much slower than using backpropagation with any decent reward modeler. It's the difference between selective breeding and gene splicing in the real world.

[–] [email protected] 15 points 3 months ago (1 children)

The most annoying thing since the rise of LLMs is that everyone thinks that all of AI is just LLMs

Classification machine learning models can also be neural networks, which is something that was called AI also

[–] [email protected] 1 points 3 months ago

Yeah I used to think that reinforcement learning would be trending. But hey, maybe next time.

[–] [email protected] 9 points 3 months ago

AI isn't just about LLM. Modern AI libraries (pytorch, tensorflow etc.) can be used for being trained with all sorts of data.

[–] [email protected] 4 points 3 months ago (2 children)

Some customer support "bots" could be considered classification problems, no? At least in so far as which department does a call get routed to.

[–] [email protected] 3 points 3 months ago (1 children)

At least it's routing you to a department instead of trying to help you solve the issue yourself by showing you different help pages you already looked at before trying to contact support.

[–] [email protected] 3 points 3 months ago

If you actually looked at the help pages before contacting support, you are in the minority.

[–] [email protected] 2 points 3 months ago

Could be. Classification is a type of problem. LLM is a type of model. You can use LLMs to solve classification problems. There's a good chance that's what's happening here.

[–] iAvicenna 1 points 3 months ago

I would guess it is a conv neural network which is probably similar to what is being used in any image/video related AI such as deep fakes