OC below by @[email protected]
What called my attention is that assessments of AI are becoming polarized and somewhat a matter of belief.
Some people firmly believe LLMs are helpful. But programming is a logical task and LLMs can’t think - only generate statistically plausible patterns.
The author of the article explains that this creates the same psychological hazards like astrology or tarot cards, psychological traps that have been exploited by psychics for centuries - and even very intelligent people can fall prey to these.
Finally what should cause alarm is that on top that LLMs can’t think, but people behave as if they do, there is no objective scientifically sound examination whether AI models can create any working software faster. Given that there are multi-billion dollar investments, and there was more than enough time to carry through controlled experiments, this should raise loud alarm bells.
I don’t think y’all are disagreeing but maybe this sentence is somewhat confusing:
Maybe the “doesnt” shouldn’t be there.
No it is here because that’s what they claim.
Nobody yet know how it work, we don’t know how LLMs process information.
Anyone who claim it really think, or it isn’t thinking, is believing, this is not something the current ML field know.
Well, the neural network is given a prefix (series of tokens) and a token, and it spits out how likely is it that the token follows the prefix. Text is generated by calculating this probability for all known tokens, then picking one random, weighted based on the calculated probabilities.
And the brain is made out of neurons that sends electric signals between them and operate muscles.
That doesnt explain how the brain think.
It allows us to conclude that an LLM doesn’t “think” about what it is saying. Based on the mechanics, the LLM doesn’t even know it’s a participant in the conversation.
By that logic we also conclude that the human brain doesn’t “think” about what it is saying.
That does not follow. I can’t speak for you, but I can tell if I’m involved in a conversation or not.
Consciousness may be an illusion born from the ability of self reflection.
Also, like i showed before, you may act before consciously taking the decision of it.
https://en.m.wikipedia.org/wiki/Neuroscience_of_free_will
Theses study with the one presented by cgpgray, indicate that maybe we do stuff then we come up with a reasonable explanation after.
And how do you know LLMs can’t tell that they are involved in a conversation?
Unless you think there is something non-computational in the human brain, then you must accept that computers are - in theory - capable of thinking. With the right software and sufficiently powerful hardware.
Given that truth (which I think you can only avoid through religion or quantum quackery), you can’t just say “it’s only maths; it can’t be thinking” because we know that maths can think.
Do LLMs “think”? The definition of “think” is wooly enough and we understand them little enough that it’s quite an assertion to say that they definitely don’t.
It has no memory, for one. What makes you think that it does know its in a conversation?
How did you concluded that from theses 2 messages.