For a lot of people, the world models are really rough and incomplete, so they really really on common opinion on these matters.

This is the same if you tried asking a general populace ethical questions in a vacuum sneakily. You're going to be dismayed after collecting the set of approved behaviors per culture.

There's not really a way to evaluate one of these.

I am enormously skeptical of unsourced claims that boil down to "most people are substantially dumber than me, the enlightened one."

There are no such things as world models, the term is a cheap trick of language. The world is irreducible, he brain never reduces, it has no models. Even the hippocampus uses topology as a bypass to reduction.

These blind as a bat Codex pieces are the hamster wheel of silicon valley, he never gets at the problems, which are ad hoc, and only addresses them as post hoc.

Language is FOR deception, this is its endstate, and a particularly juicy one where language is used to pretend the problems aren't related to langauge.

This is all pyschological high comedy. Hide the source of psychosis when it stares us right in the face.

I love how this comment chain goes directly from

> Humans don't have world models

To

> Of course humans have world models

To

> You fools, there is no such thing as a "world model" and you are all hamsters!

Classic Socratic dialogue.

The problem is, neurobiology proves there are no world models. Silicon Valley bet on the wrong cognition model, a psychological version trapped in 20th C bunk, and everyone pays the price listening to cult leaders like Scott Alexander worm their way out of consciousness.

https://pmc.ncbi.nlm.nih.gov/articles/PMC7415918/

It takes a pretty damn complicated model of the world to start explaining things with neurobiology.

Doesn't require models in dynamics, coordination or otherwise.

How can you say there are no world models, when I can literally draw out a simple one for you on demand?

You can argue that's they're not the governing principle of cognition, but it seems farcical to say they don't even exist, when we are trying to explain them to eachother all the time.

No what you're describing is arbitrary and idiosyncratic. The brain doesn't use that to survive, it doesn't need them. Anything external to that is completely separate from thought. What you're describing is an arbitrary game for entertainment to fill up your time and confuse yourself and others. It has no relationship to the choices you would make to survive, and can only interfere with it. The "world model" you're describing is arbitrary fiction.

“We refute (based on empirical evidence) claims that humans use linguistic representations to think.” Ev Fedorenko Language Lab MIT 2024

World models aren't linguistic. You seem to be conflating (at least) two different things, then claiming because one doesn't apply the other doesn't exist.

Edit: Also come to think of it, that quote is odd, like it's rather late to the party. The NPC meme is several years old and came from a study that most people don't have an inner voice - that they don't think with words.

Of course world models are linguistic. What working memory or neural syntax bypasses linguistic externals when the term is in of itself linguistic. The entire concept of model is linguistic in origin. Biology doesn't have models.

I don’t necessarily disagree with you, but I wonder if you are not being overly reductive / pedantic.

What is there then?

What words (heh) do you use to distinguish between someone who makes more accurate predictions about the world than someone else?

First off, we don't use predictions, that's another model, it's false (Spontaneous Brain Northoff or read Mofakham's papers).

In terms of words, they barely represent and never reference. Any statement like that serves primarily status gain, not know knowledge transmission (I proved this from the first statement above as well).

The reality is CS built a math model from totally false premises as it relates to communication and knowledge. It works for efficient value trading using symbols in place of actions. Does it have a future, no.

The problem is how do we shift to a real neurodynamic system of sharing?

https://docs.google.com/document/d/1cXtU97SCjxaHCrf8UVeQGYaj...

I think we are talking past each other.

The ideas you mention sound interesting, but I’m not sure what the point is.

Words do not function as communication. You asked a pointless question. It has no function except to extract values from actions: it was subjective, arbitrary. Until CS grasps this, it is irrelevant.

All the symptoms from LLM failure rates stem from their reliance in arbitrary forms to extract value, and they are no different than the errors we experience in reality in climate, politics etc. CS didn't solve the initial conditions, it's maxing them out as errors.

You seem unable to communicate clearly what it is you are trying to say. Honestly i would be interested but I can't follow you. Your use of words is non standard. You say words are about social interelations, e.g. domninance, exchange, etc but then you also say that words don't communicate information. Of course thought is fundamentally non-verbal but since telepathy doesn't exist we use symbols, i.e. words to communicate with oth ers. Nobody thinks words ard thoughts. The represent thoughts. Your part about words being deception is one of many use cases. Honestly, and with all due respect, your comment fits the style of a person in an altered state of mind be it drugs, psychosis or something else. Why write words in a public forum with your weird little idiosyncratic meanings nobody else understands.

Words don't represent thoughts in any way shape or form. They externalize bias as a pretext to communication, which is arbitary. Every word is a metaphor, every word is mythological. These are empirical facts developed from Aristotle, Cassirer, Halliday into Fedorenko, yet CS takes not note of it. Language has no form that refers or represents anything in reality in any sense of concatenation. They are gibberish. This is where humanity is off the rails. Word statements are only 'about' status, dominance, control. Statements in arbitrary words do not exist as references or representations. A statement like which person makes more accurate predictions is basically nonsense, it's applying arbitrary values to events subjectively. Once we understand prediction has nothing to do with how brains work, it's basically an animal that has no relationship to others or itself except as to extract value and control. The argument is simply over your head unless you grasp the fundamentals: words do not work. Please don't pretend others don't grasp these ideas, brilliant minds have been dissecting the illusions of words since Aristotle. "Marshall McLuhan's idea of the "schizophrenic alphabet" is a provocative metaphor for his theory that the phonetic alphabet fundamentally altered human consciousness, leading to a fragmented, detached, and individualistic psychology."

So you are saying that your words are arbitrary and meaningless? You are writing gibberish because you have no choice?

I think you might be confused about the expression "world model". In this context it clearly means that a person has an understanding of reality based on "math->physics->chemistry->biology->psychology" instead of "peer pressure->group identity" or whatever you see in QAnon or cults or whatever.

If a person primarily evaluates the truth content of a statement based on identity or something instead of math/physics/etc then that person has no "world model", and vice versa.

No it's neurobiological, psychology and particularly cog-sci is in error, as both place language ahead of concepts. Our understanding of reality per language is post hoc, it's an illusion. Life is always ad hoc, any violation of a narrative model is easily evaded for survival. This is simple stuff folks!

You like to use big words. But you're not making any sense. Notice this.

It only makes sense to scientific thinkers who think in correlation, and know how degraded words and sentences are. Anyone who accepts word statements as valid is at loss. The only role of language is to refute itself.

The irony is intense. Classic psychotic dysphasia.

That's not what world model means, neither in psychology or artificial intelligence — two fields Scott writes a lot about so he should know how the term is used or define how he uses it if he uses a non-typical definition.

Neurology has not proven any such thing. Our knowledge of neuroscience on the cognitive level is super limited and we don't have a good understanding about how any higher-order cognition works.

Neurobiology has proved this, just read Buzsaki or Northoff. The brain doesn't need models, it needs differences.

I have a PhD in cognitive science and my supervisor was a neuroscientist.

That's irrelevant. Cog-sci is largely folk psychology, and the problems in automating inference in AI demonstrate the model would eventually collapse. Question is how do we toss this model aside for an irreducible form of post-symbolic relationship between brains and machines?

I appreciate your gumption but I really think that you don't understand things as well as you think you do. Maybe read someone other than Paul Churchland.

Both Churchland's are out of date. Note the references above, this is a neurobiological, dynamic approach they're not party to. If you don't know what those are or optic flow, neural reuse are, then study them. Trad Neuroscience and cog-sci is no longer applicable.

God you are so smug about something you know essentially nothing about.

I'm lead dev in a start-up that applies coordination dynamics to spatial-syntax. I probably know quite a bit more than you do about what I'm doing.

I don't care what narrow thing you're working on, the brain is simply not as well understood as you think it is.

We have a substantial grasp of the allocortex to make significant probes into working memory that relate to semantic memory, episodic thought, emotion and certain senses. The very idea we understand that Sharp Wave Ripples encode this and that various scales of waves integrate to create memories and action is the beginning of bypassing existing computational frameworks.

The LLM mind virus undermines coherent thought.

My man. Elaborate on word irreducibility and language as a "tool" for deception. Nietzsche's On Truth and Lies... comes to mind.

The brain is oscillatory and dynamic, everything is in there. It's lossless. The analog nature of compression is limitless. This system if you can call it that, is inseparable from the universe ("The World"). Everything in the model-free system is specific. Nothing is arbitrary here. It's merely idiosyncratic. Words are the other end of this: post-hoc, separate from thought, arbitrary, massively illusory. Language is completely irrelevant to consciousness and is the main reason we cannot acheive it. The slogan for humans should be words anonymous.

https://pubmed.ncbi.nlm.nih.gov/27096882/