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Re:Why neural networks struggle with the Game of Life (2020) by passwordoops on Friday May 17, 2024 @07:01AM (#40388539)
"then aren't we asking too much from it"

Not according to the hype merchants, hucksters, and VCs who think word models are displaying emergence and we're 6 months from AGI, if only we can have more data

Re:Why neural networks struggle with the Game of Life (2020) by danielbln on Friday May 17, 2024 @08:01AM (#40388945)
From the HN comment rules:

> Be kind. Don't be snarky. Converse curiously; don't cross-examine. Edit out swipes.

> Please don't fulminate. Please don't sneer, including at the rest of the community.

Re:Why neural networks struggle with the Game of Life (2020) by bell-cot on Friday May 17, 2024 @08:15AM (#40389068)
My read of the comment is: "You are correct, but bear in mind that the world seems infested with people who are far less realistic and honest than you."
Re:Why neural networks struggle with the Game of Life (2020) by iiovemiku on Friday May 17, 2024 @06:02PM (#40394576)
The rules also say "Please don't complain that a submission is inappropriate. If a story is spam or off-topic, flag it. Don't feed egregious comments by replying; flag them instead. If you flag, please don't also comment that you did."

I'm not really sure it's the best idea to accuse someone of breaking the rules if in doing so you're also breaking one yourself.

Re:Why neural networks struggle with the Game of Life (2020) by nottorp on Friday May 17, 2024 @07:25AM (#40388690)
Let's be snarky a bit:

Can you do a neural network that, given a starting position of the game of life, decides if it cycles or not? ;)

Ok, not cycles... dies, stabilizes, goes into a loop etc.

Re:Why neural networks struggle with the Game of Life (2020) by GrantMoyer on Friday May 17, 2024 @07:45AM (#40388845)
So Oracle's working on an LLM to, eh?
Re:Why neural networks struggle with the Game of Life (2020) by nottorp on Friday May 17, 2024 @08:00AM (#40388929)
<cough> halting problem. But now I'm spoiling it.
Re:Why neural networks struggle with the Game of Life (2020) by markisus on Friday May 17, 2024 @08:22AM (#40389114)
We know neural networks cannot solve the halting problem. But isn’t the question whether they can learn the transition table for game of life? Since each cell depends only on neighbors, this is as easy as memorizing how each 3x3 tile transitions.
Re:Why neural networks struggle with the Game of Life (2020) by nottorp on Friday May 17, 2024 @08:30AM (#40389167)
The original question, maybe. Mine is basically the halting problem, I think.

The other difference is I don't take it seriously.

Re:Why neural networks struggle with the Game of Life (2020) by theGnuMe on Saturday May 18, 2024 @08:05AM (#40398292)
Wolfram looked at this recently on his blog.

https://writings.stephenwolfram.com/2024/05/why-does-biologi...

He says it's possible for smaller games (fewer rules) but unlikely for larger ones.. IMHO anything Turing complete would have this problem.

Re:Why neural networks struggle with the Game of Life (2020) by DeathArrow on Friday May 17, 2024 @07:55AM (#40388905)
Everybody and their mom are into LLMs.
Re:Why neural networks struggle with the Game of Life (2020) by brookst on Friday May 17, 2024 @08:07AM (#40389005)
Same thing happened with the Internet.
Re:Why neural networks struggle with the Game of Life (2020) by yumong on Friday May 17, 2024 @08:09AM (#40389023)
And Second Life and Myspace.
Re:Why neural networks struggle with the Game of Life (2020) by catlifeonmars on Friday May 17, 2024 @08:33AM (#40389187)
For a grid of a fixed size, yes.
Re:Why neural networks struggle with the Game of Life (2020) by scarmig on Friday May 17, 2024 @06:18PM (#40394673)
The halting problem doesn't mean you can never decide if something cycles etc, just that you can't always decide.

As it stands, my guess is that the LLM would always confidently make a decision, even if it were wrong, and then politely backtrack if you pushed backed, even if it were originally right.

Re:Why neural networks struggle with the Game of Life (2020) by elevatedastalt on Friday May 17, 2024 @04:19PM (#40393816)
Every other day we see demos of AIs doing things that were thought of an impossible 6 months earlier, but sure, sounds like it's the "hype merchants" who are out of touch with reality.
Re:Why neural networks struggle with the Game of Life (2020) by int_19h on Friday May 17, 2024 @10:45PM (#40396144)
Not according to the actual article that you're commenting on, either.

"As the researchers added more layers and parameters to the neural network, the results improved and the training process eventually yielded a solution that reached near-perfect accuracy."

So, no, we aren't asking too much from it. We just need more compute.

Re:Why neural networks struggle with the Game of Life (2020) by HeatrayEnjoyer on Saturday May 18, 2024 @02:21AM (#40396841)
??

They are displaying emergence. They might as well be the walking definition of it.