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The Case That A.I. Is Thinking

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Re: The Case That A.I. Is Thinking

#41
I think we are getting to point where we are trying to figure how important is human experience to intelligence.

Things we do like sleep, meditate, have fun, listen to music etc. do they add to our intelligence? Do they help us have a consistent world model that we build on everyday?

Will we be able to replicate this is in a artificial neural net which is extremely smart in spurts but does not "enjoy" the world it operates in?

Re: The Case That A.I. Is Thinking

#42

The author searches for a midpoint between "AIs are useless and do not actually think" and "AIs think like humans," but to me it seems almost trivially true that both are possible. What I mean by that is that I think there is a good chance that LLMs are similar to a subsystem of human thinking. They are great at pattern recognition and prediction, which is a huge part of cognition. What they are not is conscious, or…

By that reasoning all that is missing is what a human brings as "stimuli" to review, refine and reevaluate as complete.

Re: The Case That A.I. Is Thinking

#43

The author searches for a midpoint between "AIs are useless and do not actually think" and "AIs think like humans," but to me it seems almost trivially true that both are possible. What I mean by that is that I think there is a good chance that LLMs are similar to a subsystem of human thinking. They are great at pattern recognition and prediction, which is a huge part of cognition. What they are not is conscious, or…

> or possessed of subjective experience in any measurable way

We don't know how to measure subjective experience in other people, even, other than via self-reporting, so this is a meaningless statement. Of course we don't know whether they are, and of course we can't measure it.

I also don't know for sure whether or not you are "possessed of subjective experience" as I can't measure it.

> What they are not is conscious

And this is equally meaningless without your definition of "conscious".

> It's possible those latter two parts can be solved, or approximated, by an LLM, but I am skeptical.

Unless we can find indications that humans can exceed the Turing computable - something we as of yet have no indication is even theoretically possible - there is no rational reason to think it can't.

Re: The Case That A.I. Is Thinking

#44

Let's quote all the CEO's benefiting from bubble spending, is their fake "AI" llm going to blow up the world or take all our jobs!? Find out in this weeks episode!

I mean, yeah why not? Journalism should surface both perspectives, and readers should understand that any perspective is clouded (biased if you will) one way or another. No matter whose quotes you include, they will be biased because we as humans inherently is. Some articles/opinion pieces will only have one perspective, and that's OK too, you shouldn't take everything you read at face value, go out and search for more perspectives if you wanna dive deeper.

Re: The Case That A.I. Is Thinking

#45
post #37

The definitions of all these words have been going back and forward and never reached any 100% consensus anyways, so what one person understands of "thinking", "conscious", "intelligence" and so on seems to be vastly different from another person. I guess this is why any discussion around this ends up with huge conversations, everyone is talking from their own perspective and understanding, while others have differen…

You’ve got the nail on the head. We can’t answer whether AI is conscious etc unless we can agree on a definition of what that means exactly, which we don’t seem to be able to do.

But that's not the question TFA is about.

Re: The Case That A.I. Is Thinking

#46

Earlier quoted context omitted.

Now convince us that you’re sentient and not just regurgitating what you’ve heard and seen in your life.

By what definition of "sentience"? Wikipedia claims "Sentience is the ability to experience feelings and sensations" as an opening statement, which I think would be trivial depending again on your definition of "experience" and "sensations". Can a LLM hooked up to sensor events be considered to "experience sensations"? I could see arguments both ways for that.

I have no way of measuring whether or not you experience feelings and sensations, or are just regurgitating statements to convince me of that.

The only basis I have for assuming you are sentient according to that definition is trust in your self-reports.

Re: The Case That A.I. Is Thinking

#47

Well, I think because we know how the code is written, in the sense that humans quite literally wrote the code for it - it's definitely not thinking, and it is literally doing what we asked, based on the data we gave it. It is specifically executing code we thought of. The output of course, we had no flying idea it would work this well. But it is not sentient. It has no idea of a self or anything like that. If it mak…

> But it is not sentient. It has no idea of a self or anything like that.

Who stated that sentience or sense of self is a part of thinking?

Re: The Case That A.I. Is Thinking

#48

Earlier quoted context omitted.

We do not write the code that makes it do what it does. We write the code that trains it to figure out how to do what it does. There's a big difference.

The code that builds the models and performance inference from it is code we have written. The data in the model is obviously the big trick. But what I'm saying is that if you run inference, that alone does not give it super-powers over your computer. You can write some agentic framework where it WOULD have power over your computer, but that's not what I'm referring to. It's not a living thing inside the computer, it…

You cannot say, 'we know it's not thinking because we wrote the code' when the inference 'code' we wrote amounts to, 'Hey, just do whatever you figured out during training okay'.

'Power over your computer', all that is orthogonal to the point. A human brain without a functioning body would still be thinking.

Re: The Case That A.I. Is Thinking

#49
post #17

Well, I think because we know how the code is written, in the sense that humans quite literally wrote the code for it - it's definitely not thinking, and it is literally doing what we asked, based on the data we gave it. It is specifically executing code we thought of. The output of course, we had no flying idea it would work this well. But it is not sentient. It has no idea of a self or anything like that. If it mak…

What’s crazy to me is the mechanism of pleasure or pain. I can understand that with enough complexity we can give rise to sentience but what does it take to achieve sensation?

Input is input. There's no reason why we should assume that a data source from embodiment is any different to any other data source.

Re: The Case That A.I. Is Thinking

#50

Well, I think because we know how the code is written, in the sense that humans quite literally wrote the code for it - it's definitely not thinking, and it is literally doing what we asked, based on the data we gave it. It is specifically executing code we thought of. The output of course, we had no flying idea it would work this well. But it is not sentient. It has no idea of a self or anything like that. If it mak…

Well, unless you believe in some spiritual, non-physical aspect of consciousness, we could probably agree that human intelligence is Turing-complete (with a slightly sloppy use of terms).

So any other Turing-complete model can emulate it, including a computer. We can even randomly generate Turing machines, as they are just data. Now imagine we are extremely lucky and happen to end up with a super-intelligent program which through the mediums it can communicate (it could be simply text-based but a 2D video with audio is no different for my perspective) can't be differentiated from a human being.

Would you consider it sentient?

Now replace the random generation with, say, a back propagation algorithm. If it's sufficiently large, don't you think it's indifferent from the former case - that is, novel qualities could emerge?

With that said, I don't think that current LLMs are anywhere close to this category, but I just don't think this your reasoning is sound.

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