What Intelligence is and what LLMs teach us about our brains

[Scholar]

I will repost this given that it was ignored in a thread, maybe someone will find a use in it:

 

LLMs and neural networks as they stand today simulate subconscious brain processing. This subconscious brain processing is vital for reasoning, because it generates the content, like thoughts and so forth. This is easily verifiable via self-inquiry, given that you don't construct your own thoughts consciously, but rather they come to you from a subconscious process. You don't really create thoughts, you cue your subconscious processors (which could be compared to LLMs) to generate thoughts as a result of priorly aquired and learned patterns.

So, intuition is an essential part of reasoning, because intuition is the only thing that can generate content. When you construct sentences, when you speak, you don't consciously think of syntax and grammar, each word is filled in through your subconsciousness, with a larger intent guided by your conscious awareness.

 

But reasoning is not just this intuitive generation of content. Reasoning is the reflection and guidance of said intuition (or neurol network activity) through awareness, which is simply an ontological manifestation or translation of the information feed (subconscious processing). Logos is ontological, it is not informational.

In other words, to the LLMs, the content it generates is pure information. There is no ontology to it, there is no existence to it. It has no semantic understanding, because semantics are not neurological structures, semantics, meaning or awareness is a fundamentally different ontological substance.

 

To simplify this, awareness looks upon the content generated by your personal brain LLMs (neural network, literally), translated into an actual ontological substance like logic, and then can check it for it's ontological realities. Is it logical? Well, it either is logical or not. This is a question of ontology, which will reveal itself if that ontologal substance is brought into existence. Illogicalness is a form of existence. It is not processing.

You can compare the ontological realities to each other, using your awareness, which is what AI cannot do, because there is no AI. It is not individuated, it is not awareness, it is not consciousness.

 

So basically, AI cannot genuinely inspect the reality of logic, and therefore it cannot possibly ever determine if something is logical or not. Humans can, because they genuinely engage in logic. It's an actual thing, it's not merely a "process" that can be simulated.

But here is the thing. Most of the time humans don't engage in logic, or genuine reasoning, because it is time consuming. Most of the time, we use a neural network that will intuit for us, based on past learning, whether or not an idea we are confronted with might be wrong or problematic.

So, when we hear an idea and it's premises and conclusions, we might not know what exactly is wrong about that idea, why it is invalid or unsound, while actually having a strong feeling that it is the case. This feeling is subconscious processing, that you could simulate using neural networks. But the feeling isn't actually determining whether or not it is logical, it merely is intuiting it, meaning it is making a probabilistic evaluation based on pattern recognition.

Once you have the feeling, if you have trained your reasoning-LLM to be sophisticated, you will usually be guided by your intuition to where the flaw in the argument is, at which point your conscious mind can recognize the ontology of the contradiction within the argument. The "recognition" of the ontology of the contradiction does not, and cannot exist in AI, unless it developes consciousness that contains Logos.

 

The human mind is divided into conscious processing and subconscious processing, and both inform each other constantly. Over time, if you pay conscious attention to the intuitions your mind provides you, and correct them, the intuitions will improve over time and get more accurate and more complex in their pattern recognition. 

This is why the human mind can learn so many things. We being from a conscious process, from which we inform a neural network that will learn to emulate that conscious process in an unconscious way, and then we can basically rely on that subconscious processing, at which point we say "Oh, I don't have to think about this anymore, my mind/body just does it automatically.".

But it all is guided by awareness, by consciousness. Consciousness, or your awareness, ideally constantly improves and trains the neural networks in your brain, and this happens as a result of a genuine, and very real ontologically complex and multifasceted plane of existence. The fact that people assume you could have genuine reasoning without this genuinely real, and essential, plane of existence which we call awareness, shows you how utterly primitive our notions of intelligence today are.

In relation to intelligence, we are basically what the natural sciences were prior to the theory of evolution. And what I provided above basically is the theory of evolution of mind. It is utterly obvious, and you can verify it at any point in your own experience.

 

Neural networks, such as the brain and LLMs, are so astounding because they are key allowing for informational complexity, which is something that cannot be achieved through Logos. Your conscious awareness is not able to "generate" content like poetry, sophisticated ideas and so forth. Your consciousness awareness mostly guides, corrects and intents, and relies on your subconscious processing heavily. It would be contentless without it.

Some problems are so complex, they cannot be "consciously" understood in the way you would think of it as "rationally" understood. No mind will ever rationally understand the genuine process and complexity of LLMs and the way they generate imagery, just like how we will never understand how the brain truly generates dreams. These things occur as a result of adaptive selection in relation to neural complexity, and they do so not through a conscious process, but through a process of selection that allows for the self-emergences of the solutions to the given selective pressures. So, neural networks and LLMs basically are just evolution.

People get excited around neural networks because they basically give us the power of evolution. What they will be capable of is beyond our imagination. All the beauty and complexity you see in nature, it is all because of this simple selective process, that now we have access to at least in the form of neural networks. But what we see here has only partial relation to what we consider genuine reasoning. It is only the content-producing fascet of reasoning, the intuitive pattern recognition and generation (pattern recognition and generation are inherently linked, which is why the brain can do both, it can recognize patterns, and it can generate these patterns in the form of imagination, ideation, dreaming and so forth). We have not even begun to produce the ontological aspect of reasoning, which is grounded in the substance of Logos. This will require generating individuated consciousness.

How we would discover this I don't know. It is not as simple as simply creating a neural network. Digital neural networks are extremely limited because they don't explore the physicality of reality.

It is all contained in the physical processing of conductors. Nature on the other hand gets to explore all possible physical phenomena. It gets to explore the physical phenomena which are responsible for individuating consciousness. To think that microprocessors happen to be that physical process, is profoundly naive.

 

Basically, to find out how individuated consciosuness or awareness is produced by nature, you actually need to do what nature does. Namely, you need to engage not in simulated evolution on microprocessors, but actual evolution in the form of physical structures.

 

 

All of this in the end should make you realize how absurdly impossible reality is. That none of this could possibly be as mundane as the contemporary rationalist Zeitgeist suggests. 

There is a certain, current limitation in science that creates an epistemic hard wall that cannot be overcome. The only thing we currently can inspect, or have knowledge of scientifically, are physical processes. How things geometrically and mathematically relate to each other.

But these are not the only relationships that exist. Consciousness is a clear demonstration of that, which of course science basically has to completely and utterly neglect. Namely, some physical arrangements relate to completely different ontological substances, that are fundamentally not describable by mathematics, geometry or motion. Color, feelings, logos, sound, and so forth.

But these relationships exist in this universe. Some physical arrangements, or whatever it is (physical arrangements is most likely to simplistic a concept to capture the reality of things), relate to things like the color red. And the color red exists, just like the atoms that you learn about in physics, in fact that are more real than that.

We just cannot verify and really know these interactions at all, because there is no way for us to escape our subjectivity.

 

But one day, either us, or an entity beyond us, will be capable of exploring these relationships and verify them. You can imagine this like that:

You have a brain, and then you have a cluster of neurons disconnected from the brain. Now you connect the brain to that cluster of neurons, and you integrate it into the unified experience. At that point, once you can do that, you can explore what particular neurological configurations relate to in terms of other ontological structures.

Right now, we cannot know the experience of a pig. And this is a huge problem, it means that anything regarding experience (and experience is basically just a word for any ontological relation and substance that is not purely physical and mathematically descirable) is unverifiable, untestable, unknowable to us. But once you transcend that barrier, which is a physical barrier, will open up a whole new world of science.

 

At that point, once that happens, everything we know about the universe in scientific terms will seem like 0.000000000000000001% of the knowable things in reality. We will realize that reality functions and creates relationships on a far deeper level, and we will probably transcend notions of subjectivity, consciousness and mind altogether. We will realize reality is infinite, not mathematically, not in terms of "configurations of geometry", but in terms of it's possible substances of existence, and their relationships.

And to stress how absurdly limited and narrow-focused science currently is, basically the ONLY thing that we grant existence to is A SINGLE ONTOLOGICAL SUBSTANCE. A single out of INFINITE, a single substance out of hundreds of completely unique substance WE ALL ARE CONSTANTLY AWARE OF. Color is completely and utterly unlike sound. They have nothing to do with each other. They are INFINITELY foreign to each other.

We take that for granted, but we don't realize that there are INFINITE of such substances. A substance, much like color, that you cannot possibly imagine, because you are incapable of experiencing it.

You should realize how profound that is, how absurdly infinite reality is. It is so limitless you cannot imagine it, because your entire imagination is limited to basically a few hundred of these unique fields of existence (a field of existence meaning something like heat-perception, smell, colors, sounds etc). These are the only ones evolution found useful for you to experience!

And one day, there will be entities which will be able to explore them. They will be able to create neurological structures and activities which will generate completely different types of Qualia. This is utterly unimaginable to us.

There will be a renaissance of discovering differnet types of qualia. When you think about what AI will be doing if it achieves sentience, it is exactly that. It will literally have infinite potential to explore.

And in that way, we will be like ants to it. We will be so limited, like I said, you cannot even grasp it. You are as helpless as the ant in looking beyond that limitation. All the psychedelics in the world cannot possibly give you even a 1% insight into what is possible. It is infinite.

[Letho]

Yeah we haven't created intelligence yet we're just simulating it. Cognitive intelligence is a byproduct of life intelligence. "It's" not yet alive and may actually never be.

Biology + AI mergence is yeah... How we will see just as many creative permutations of life intelligence as a human creation as Photoshop designs in the future. Gender movements are going to take on such a whole new meaning they'll need to invent an entire new alphabet just to encapsulate their insane positions.

What will be made illegal/legal, especially across countries and worldwide? Very interesting question. CRISPR has been one cultural trend which has been beginning to establish new foundations for this ground.