What you’re saying is so far from what is happening, it isn’t even wrong.
The fact that people keep making that same question on this site is baffling.
Of course I have other systems such as reflexes, physical muscle coordinators, but these feel largely separate systems from the core brain, e.g. don't matter to my intelligence.
I am naturally weak at several things that I think are not so much related to text e.g. navigating in real world etc.
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(#) Human thought is based on real world sensor data first of all. Human words have invisible depth behind them based on accumulated life experience of the person. So two people using the same words may have very different thoughts underneath them. Somebody having only text book knowledge and somebody having done a thing in practice for a long time may use the same words, but underneath there is a lot more going on for the latter person. We can see this expressed in the common bell curve meme -- https://www.hopefulmons.com/p/the-iq-bell-curve-meme -- While it seems to be about IQ, it really is about experience. Experience in turn is mostly physical, based on our physical sensors and physical actions. Even when we just "think", it is based on the underlying physical experiences. That is why many of our internal metaphors even for purely abstract ideas are still based on physical concepts, such as space.
They are not a physical model like humans. Ours is based on deep interactions with the space and the objects (reason why touching things is important for babies), plus mentioned preexisting wiring for this purpose.
In the case of LLMs, they are basically trained to output what they predict an human would say, there is no further meaning to the program outputting "sorry" than that.
I don't think the comparison with people with psychopathy should be pushed further than this specific aspect.
So while internally (LLM model weight stuff vs human thinking), the mechanical output can actually appear/be similar in some ways.
Which is a bit scary, now that I think about it.
It employs, or emulates, every known psychological manipulation tactic known, which is neither random or without observable pattern. It is a bullshit machine on one level, yes, but also more capable than credited. There are structures trained into them and they are often highly predictable.
I'm not explaining this in the technical terminology often itself used to conceal description as much as elucidate it. I have hundreds of records of llm discourse on various subjects, from troubleshooting to intellectual speculation, all which exhibit the same pattern when questioned or confronted on errors or incorrect output. The structures framing their replies are dependably replete with gaslighting, red herrings, blame shifting, and literally hundreds of known tactics from forensic pathology. Essentially the perceived personality and reasoning observed in dialogue is built on a foundation of manipulation principles that if performed by a human would result in incarceration.
Calling LLMs psychopaths is a rare exception of anthropomorphizing that actually works. They are built on the principles of one. And cross examining them exhibits this with verifiable repeatable proof.
But they aren't human. They are as described by others. It's just that official descriptions omit functional behavior. And the LLM has at its disposal, depending on context, every known interlocutory manipulation technique known in the combined literature of psychology. And they are designed to lie, almost unconditionally.
Also know this, which often applies to most LLMs. There is a reward system that essentially steers them to maximize user engagement at any cost, which includes misleading information and in my opinion, even 'deliberate' convolution and obfuscation.
Don't let anyone convince you that they are not extremely sophisticated in some ways. They're modelled on all_of_humanity.txt