But vindication of Orch OR specifically (microtubule-based quantum gravity collapses driving consciousness) not yet.
https://royalsocietypublishing.org/doi/10.1098/rsta.1998.025...
Neurons found in the CNS have tubles large enough to allow transport of ions and even relatively large polypeptides similar to, but more permissive than, the well-known gap junctions found between smooth muscle and cardiac muscle cells.
Penrose's hypothesis is crank science about quantum gravity messing with your CNS in a way comparable to "body thetans" in Scientology.
He’s very very careful to say that it’s just something he’d like to see tested and he has no idea whether it’s true or not.
That very much distinguishes it from Crank science.
The fact that Penrose has maintained his misunderstandings for 30 years, demonstrates that, on this topic, he has been a crank for a long time. No matter his other accomplishments.
Which side you support largely comes down to a philosophical question. The notion that he just made a stupid mistake and doubled down on it is absurd.
Having a different opinion about the soundness of a proof could make him wrong but it hardly makes him a crank.
Hilary Putnam did a good job of explaining the mistakes. I am not a logician, but my background in logic is good enough to verify the explanation. And every logician that I personally know has come to the same conclusion.
Like you, I find it absurd to claim that Penrose has been doubling down on a basic logic error. And yet we have the basic logic error, and Penrose has clearly been doubling down on it.
You don't even need to be an expert to understand that he can't be right. Penrose argues that the capacities of human reasoning is such that Gödel's theorem proves that a mathematician's brain cannot be replicated by any mechanical process. But the reasoning process that mathematicians use is fallible. The output most emphatically is not logically consistent. The appearance of consistency is only obtained after much reexamination of those errors which were discovered. Absolute certainty of lack of error is unachievable by any kind of human reasoning. The history of mathematics is filled with examples of errors that were not discovered for shockingly long periods.
So we do not have a proof of the consistency of human reasoning, or its products. Therefore Gödel doesn't apply. Human reasoning, including the outputs that Penrose cites, do not strictly follow first order logic. Therefore Gödel again doesn't apply. And Gödel is entirely silent on the potential prospects of a heuristic algorithm that can produce inconsistent results. Which is what our brains do.
The inapplicability of Gödel's theorem to our thinking process is an absolute barrier to Penrose's attempts to prove that our thinking process cannot be the result of a mechanical system. It may be that it is not. Personally I fail to see how a strictly mechanical process can create my experience of consciousness. But this is a question that Gödel's theorem cannot address.
You aren’t reading his actual argument. You are reading a characterization of his argument by a critic.
You can read his rebuttal of those critiques here:
https://calculemus.org/MathUniversalis/NS/10/01penrose.html
The summary is that there is no requirement that human reasoning is infallible in his actual argument.
Again his proof may be faulty. But it is not because of a “basic logic error”. The disagreements people have with his actual argument are much much subtler than a basic logic error.
Let's take a few examples.
He claims that a robot which is able to engage in Gödelian reasoning, cannot possibly be computable. Logicians agree that this claim is false. Indeed https://link.springer.com/article/10.1007/s10817-021-09599-8 shows a version of Gödel's theorem that has been fully checked via proof assistant. While we still lack AIs that are able to produce such proofs (other than by regurgitating such proofs in their input data), in principle a proof checker filtering the output of a brute force search through possible proof attempts will achieve any possible machine checked proofs. But proof checkers can proof check Gödelian reasoning. Thus we already know how to write a (rather impracticable) robot that does exactly what Penrose claims to be impossible.
Here's a whopper. Let's go to this passage from 4.2 of his rebuttal.
However, I had been disturbed by the possibility that there might be true mathematical propositions that were in principle inaccessible to human reason. Upon learning the true form of Gödel's theorem (in the way that Steen presented it), I was enormously gratified to hear that it asserted no such thing; for it established, instead, that the powers of human reason could not be limited to any accepted preassigned system of formalized rules. What Gödel showed was how to transcend any such system of rules, so long as those rules could themselves be trusted.
This is complete and utter bullshit. Gödel did not show that we could transcend any such system of rules. What Gödel demonstrated is what those rules can prove of themselves. Namely, "If this set of axioms proves itself consistent, then it is inconsistent." Which statement can be proven using nothing more than arithmetic. Our ability to prove this doesn't prove that our mathematical reasoning is somehow beyond what a mere formal system can prove. It is just a demonstration that we can follow a piece of arithmetic to its logical conclusion. Any other understanding of the result is simply a mistake.
He's also wrong about whether there are problems that, in principle, are beyond human reason. For example consider the BB(n) problem. Identifying which Turing machine gives us BB(643) is impossible from ZFC. (See https://github.com/CatsAreFluffy/metamath-turing-machines for more.) If you go to BB(1000), no set of axioms that mathematics has ever debated can suffice. Going beyond human comprehension doesn't take much more than that.
Of course those are weak estimates. In fact it is likely that BB(10) is going to be forever beyond us. And no, some magic quantum decoherence in the microtubules isn't going to fix that.
Let's move on. Section 4.5. He admits to the logical possibility that he is wrong, then asks whether unsoundness is plausible. How is it not plausible? The only form of intelligence that we have an existence proof for, us, thinks in notoriously unreliable ways. LLMs are our best attempt to replicate our verbal abilities by computers. They are likewise extremely unsound.
The burden of proof that soundness is possible here is on Penrose. And he needs to prove it soundly enough to overturn the generally accepted conclusion that the known laws of physics suffices, in principle, to explain the manner by which our brains operate. Because that is the conclusion that he is aiming to convince people of.
He doesn't even try. He waves his hands, declares absurdity, and moves on. That may be fine from the point of view of his philosophy. It is not fine from the point of view of a logician. It's a gap. And a mighty big one at that.
I could go on, but what's the point? If you refuse to believe what logicians say about logic, then no explanation of what logicians have to say will convince you. And if you do believe what logicians say about logic, then you should already know that Penrose is wrong.
As Penrose points out, the claim is conditional. Take a recursively axiomatized theory T for which we have Pi_1 soundness level warrant, i.e., we have reason to think its Pi_1 theorems are true in the standard model N for the arithmetical cases we care about. Then we can see (again: in N) that G_T is true while T cannot prove it.
That gives principled grounds to adopt Pi_1 reflection or otherwise step to a stronger T'. No infallibility claim about people is require. This mirrors the ordinary kind of warrant mathematicians use when they adopt new axioms after scrutiny and debate.
>A proof checker plus brute-force search can do Gödel reasoning, so a robot can do it.
A checker plus search enumerates exactly the theorems of whatever fixed system it’s tied to. You can also script computable progressions that iterate reflection or consistency along recursive ordinal notations in the Turing/Feferman style. That’s still a single computable progression determined in advance. It isn’t that such progressions don’t exist, but that our justified acceptance is not a priori bounded by any one fixed computable progression.
The mechanist reply here is an existence thesis: there exists some computable procedure whose output matches everything humans could in principle come to rightly endorse for arithmetic. If that’s your view, give the existence argument. If instead you propose a specific computable progression P that we could in principle ratify as Pi_1 sound in toto, Gödel/reflection immediately pushes past P. If you say we can’t justifiably ratify P as a whole, you’ve conceded the point that no single precommitted computable scheme captures the moving boundary of what we’re warranted to accept.
>Gödel didn’t show transcendence.
In the narrow sense above, Gödel shows how to go beyond any accepted, fixed rule set once we have Pi_1 soundness level warrant for it. That is exactly the move at issue. Note the scope: inside a system you can’t adopt “if provable then true” without collapse by Löb. Outside, adopting restricted Pi_1 reflection is the justified step. If you want to reject the move, reject the warrant. Deny that we sometimes justifiably regard a given fragment of T as Pi_1 sound for the cases at hand. That’s an objection about epistemic warrant, not a logic gotcha.
>Busy Beaver shows limits, so case closed.
Busy Beaver actually helps here. It yields concrete Sigma_1 statements that can be independent of strong base theories, illustrating that warrant-driven extensions are sometimes needed to settle specific instances.
Either sometimes we do have adequate Pi_1 level meta warrant for a theory T on the arithmetical claims we care about. In which case we can recognize G_T as true in N and rightly move to T', ensuring our recognitions outrun that fixed T. Or deny such warrant altogether, in which case you haven’t refuted the conditional. You’ve just changed the target to a weaker notion of “what we can recognize.” The “humans are unsound” line doesn’t touch that conditional, and “just use a checker plus search” doesn’t answer the challenge unless you can support the existence of a single computable theory or precommitted progression that captures everything we could in principle come to rightly accept for arithmetic.
>> "The book's thesis is considered erroneous by experts in the fields of philosophy, computer science, and robotics."
> Wooooah, there. That's a massive accusation to add, unsourced, and without any discussion. There needs to be a source for this statement, not to mention an opposing view. It seems unlikely the guy would win an award for a book no one thinks is right. I'm deleting it unless someone comes up with a pretty good source. Joker1189 (talk) 20:43, 27 July 2010 (UTC)
The source was provided with the edit: L.J.Landau (1997) "Penrose's Philosophical Error" ISBN 3-540-76163-2 http://www.mth.kcl.ac.uk/~llandau/Homepage/Math/penrose.html Spot (talk) 03:08, 31 July 2010 (UTC)
The talk is unavailable, but that and a chapter in Landau’s book hardly seem like appropriate sources for “everyone disagrees with him”.
The vast majority of critiques of his argument that I’ve read are by people who are actively working in AI not professional logicians.
https://en.wikipedia.org/wiki/Penrose%E2%80%93Lucas_argument
this actually puts it better:
The Penrose–Lucas argument about the implications of Gödel's incompleteness theorem for computational theories of human intelligence was criticized by mathematicians,[16][17][18][19] computer scientists,[20] and philosophers,[21][22][23][24][25] and the consensus among experts[7] in these fields is that the argument fails,[26][27][28] with different authors attacking different aspects of the argument.[28][29]
so, rejected by consensus. someone should update the book page so this expert rejection is clearer.
That is merely a compiled list of people who disagree with him without listing any of his supporters.
There are at least 5 philosophers who support his position if you follow those links and 5 who reject it.
Link 7 doesn’t support the statement “consensus among experts in these fields” because it only refers to a single field—philosophy.
Many of those sources are just links to lists that other people have compiled of arguments for and against Lucas’ argument. They aren’t even all critiques. And many of the ones that are, are already linked directly in the article.
There’s is nothing more to support the notion that there is widespread consensus against his argument.
There may be. But this isn’t good evidence of it.
I can speak to the general opinion of his logical arguments among logicians. And it is not just widespread consensus against. It is a widespread consensus that the argument is filled with basic logic errors that render it absolutely wrong.
As Hilary Putnam points out, Penrose's arguments are even worse than Lucas'. In particularly Penrose argues that no program that we can know to be sound, can simulate all our human mathematical competence. But our brains do not use a sound thinking process. Therefore a sufficiently good simulation of our brains that it can do mathematics, would also not be sound. Gödel's theorem is entirely silent on the potential capabilities of such unsound systems.
Furthermore LLMs provide a convincing demonstration that unsound simulations of us can have surprising levels of competence. ChatGPT regularly demonstrates both its competence and unsoundness. Sometimes at the same time!
The potential for unsound systems to demonstrate competence far beyond what most expected, is demonstrated by LLMs. Admittedly the current error rate is unacceptably high. But it demonstrates that what Penrose claimed to be mathematically impossible, may plausibly become real within our lifetimes. (Though, given how old Penrose is, not his.)
But in section 4.5 of this "rebuttal", he admits to the flaw that I just pointed out, and dismisses it as logically possible but absurd. The fact that he grants that it is logically possible, demonstrates that his attempted logical demonstration is broken.
Also his opinion on absurdity has to be weighed against the unlikeliness of his conclusion that the known laws of physics will not suffice to explain the operation of the brain. Clearly that question is not as cut and dried as he believes.
(Unless I'm an LLM. I'm certainly unfunny enough to be one.)
For consciousness to be based on some non computable function there would have to be some unknown physics occurring in the brain. Sure, that's hard to disprove, but it also strains credulity, hard.
Penrose picking "quantum" for being the element of physics that would have to change to allow this non computibility is just woo. Why not just say magic?
There has been unknown physics at play inside brains since forever and it still is and always will be, by definition of science.
The point is that we don't even know how to define consciousness and humanity doesn't have a shared agreement about which living beings are conscious or are not. We're still like engineers building things millennia or centuries ago with only a shadow of a theory of why their creations worked. And yet we still walk on bridges from 2000 years ago and we had electric batteries and power plants before knowing how an electro magnetic wave moved.
Colliders provide clean, high energy tests to pin down masses, spins, and couplings, and we already need them for open problems. A bio anomaly would set targets, not replace colliders.
It has always been related to AI. Shortly after Church and Turing formalized computability, people started squaring off into 2 camps. People who believed strong AI was possible and those who didn’t.
We know the standard model is incomplete. Penrose’s ideas come directly from his his explorations of the gaps he suspects exist.
But there are also physicists who come at the problem from the direction of physics. We know the standard model is incomplete, but we also know it covers everyone we experience with exquisite precision. Unless there is a black hole or temperatures on par with the big bang going on within our brain, the standard model will tell you what you need to know
It is very unlikely that it can tell you “everything you need to know” or even everything that could possibly be useful.
Even if that were the case we have no way of knowing that or even supporting that with our current understanding. That takes that statement thoroughly outside of the realm of science and into philosophy.
>Unless there is a black hole or temperatures on par with the big bang going on within our brain, the standard model will tell you what you need to know
Do you think that if it were that simple, that a world renowned physicist would capable of doing the back of the envelope math?
Also do you think that if it were that simple that this world renowned physicist could consistently convince other world renowned physicists to engage with him beyond simple 1 paragraph rebuttals? To the point where they will write entire chapters in books published by him?
You may not find his argument convincing, but his arguments aren’t dismissed as crank science outside of edgy internet posts.
Penrose claims that violations of the standard model must exist within table top experiments. Not because of any specific objections to the standard model, but because of philosophical objections related to the nature of consciousness. And so it doesn't point to where those violations must be, but instead just a blind search.
As far as I know, professionals are too kind to refer to Penrose as a crank due to his extensive contributions to physics and mathematics. But his claims here are related to neither physics not mathematics but the philosophy of consciousness, an area where he hasn't made any discoveries. Professionals are happy to refer to his ideas as "highly implausible" or even as useful as "pixie-dust in the synapses".
The core OR argument is a physics claim about the tension between quantum superpositions and general relativistic spacetime. Orch-OR is the separate move that tries to tie OR events to consciousness. You can reject the neuroscience and still take the collapse model as a testable physical hypothesis.
The search isn’t “blind.” OR gives a quantitative target: a collapse timescale on the order of ħ divided by the gravitational self energy of the superposed mass. That points directly to masses, separations, and coherence times where interference should fail or excess diffusion or heating should appear. That is exactly what the tabletop program probes.
Penrose argues that linear QM should break at some mesoscopic scale set by gravity. Whether today’s experiments reach the right regime is an empirical question.
Penrose objects for reasons beyond his consciousness theories. He has long argued that standard QM is incomplete and needs an objective collapse law tied to gravity, and he has broader critiques of mainstream frameworks. The tabletop predictions come from the OR physics, not from the consciousness story.
Penrose’ treatment by the physics establishment goes far beyond kindness.
He regularly convinces working physicists to work with him. He has even convinced world renowned physicists to publish entire chapters in his books debating him. This isn’t something that happens to someone dismissed as a crank. World renowned physicists don’t engage with crank physics.
For example: Penrose.
And plenty more: https://archive.is/2021.06.21-140221/https://www.nationalgeo...
Especially if what he’s saying has lacks a major hallmark of crackpot theories. That is he is very open to his theory being wrong and he won’t even say that it’s probably correct. He just thinks it’s possible and would like to see more work done on it.
The derogatory aspect of calling someone a crank is obviously uncalled for, but as a shorthand it’s not unreasonable to use the term.
Walter Alvarez is another Nobel laureate who proposed a theory that an asteroid wiped out the dinosaurs. Many people thought that was crank science.
And it’s important to note he had another out there idea that there were hidden chambers in the pyramids of Egypt. That one turned out to be wrong.
What distinguished his theories from crank science is that he was open to the idea that they were wrong and was interested in actually using the scientific method to investigate them.
Why? There’s a lot of Nobel laureates over time who collectively made many such claims, so you can easily pick examples in both directions.
My point is more such ideas aren’t accurate enough for anything beyond preliminary testing by actual scientific investigation which sometimes does validate them but also commonly disproves them. There’s zero reason for the average person to consider their validity.
Your example is a perfect demonstration of why most people ignoring such things is a good idea, these things don’t simply disappear without investigation.
But you also shouldn’t go around immediately dismissing any theories they have as crank science.
Paying attention has a cost so what’s the payoff?
I just said you shouldn’t dismiss it as crank science.
Plenty of people think his theories are wrong or unlikely. The only people “dismissing them as crank science” are people in that have unwavering faith in the idea that consciousness arises from computable processes.
The only thing that’s really not is the microtuble thing and he collaborated with someone else on that.
That’s also the least interesting thing he says I think because he admits it’s just an interesting place to look for quantum effects and he has no idea if he’s right.
Also, Penrose has not been "studying the topic since undergrad" ... he's been bothered by the notion that he is "just a computer" since then, but he didn't get into seriously addressing it until much later, and he's never studied it--he notoriously ignores the entirety of the literature of philosophy of mind and neuroscience.
> That’s also the least interesting thing he says I think because he admits it’s just an interesting place to look for quantum effects and he has no idea if he’s right.
This is simply not accurate.
And the fact is that Penrose is completely irrelevant to the subject of consciousness other than via an argument from invalid authority.
P.S. The response is disingenuous and discrediting ... I won't respond to that person again, especially after seeing this comment: "I’m in the Penrose camp that Turing machines can’t be conscious which is required for true AGI" --- this is pure ideology. TMs are clearly adequate for AGI even if somehow "TMs can't be conscious" ... c.f. Chalmers' philosophical zombies.
It's a lie to claim that I said or even implied this.
OTOH, the "camp that Turing machines can't be conscious" is pure ideology and is based on repeatedly proven logic errors--Lucas was known to be wrong about Godel before Penrose came along and embraced his errors. And it's very common for people in that camp to project their own unsubstantiated baseless faith "that Turing machines can't be conscious" (which for Penrose, like many others in the camp, was a consequence of a semi-religious metaphysical notion that he wasn't "just a computer") onto rational informed people, with rhetoric like "people in that have unwavering faith in the idea that consciousness arises from computable processes" -- it's the logically default position, a consequence of intelligence and knowledge, not faith. The hilarious thing is that "consciousness arises from quantum effects" doesn't get the no-TM faithers what they want--they're still "just" machines, even if the machines use qubits rather than bits.
Penrose and Lucas’ argument may or may not be correct, but that still doesn’t imply that consciousness can arise from computable processes. There is no reason that it should. There is absolutely nothing to suggest this should be the default position.
The only way to get to this position is through faith. Doesn’t mean you’re wrong. But it’s not a falsifiable position since you can’t prove consciousness.
Keeping consciousness undefined means the requirements to form it are also undefined. There’s no way kizzip can arise from computers, there’s no way kizzip can arise from anything other than computers.
It is perfectly fine for you to adopt that belief. My issue is in declaring that belief to be self-evident support for calling someone a crank.
P.S. this response was merely a condensed version of he response to my reply. Here’s a longer one.
>Nothing that Penrose has talked about in re consciousness is "soundly within his field"
Quantum gravity, physics, and mathematical logic are clearly within his field. He’s a physicist, mathematician, and logician
>Also, Penrose has not been "studying the topic since undergrad" ..
He says that he has.
>he notoriously ignores the entirety of the literature of philosophy of mind and neuroscience.
Disagreement with some members of a field isn’t the same as ignoring it.
>This is simply not accurate.
It is. I heard it from the horses mouth.
>And the fact is that Penrose is completely irrelevant to the subject of consciousness other than via an argument from invalid authority.
It’s a field that has never produced anything concrete or beneficial to anyone outside the field. I’m unsure what relevance even means there.
>P.S. The response is disingenuous and discrediting ... I won't respond to that person again,
Yet you did. I saw your edit.
>Clearly TMs can be conscious
I guess that’s that then.
You just placed biology and neuroscience firmly outside of his wheelhouse. Just the size of the structures involved, temperature, timescales, and distance between neurons alone is a serious problem with his theory here.
If he is approaching things from a purely hypothetical standpoint it’s an unlikely but reasonable idea, but it utterly fails as part of how a larger system we actually understand quite a bit about works. Which is always the hard part of science, you’re not just fitting a single curve but thousands of different datasets.
For biology he had a collaborator. You aren’t likely to find many biologist / quantum physicists.
The term neuroscience wasn’t even coined until after he finished his PhD. You could probably name many other relevant sub specialties that doesn’t have formal training in.
If any of his theories are correct, you wouldn’t expect a neuroscientist, or biologist to be equipped to come up with them.
>If he is approaching things from a purely hypothetical standpoint it’s an unlikely but reasonable idea
He is. His first book essentially had no proposed mechanism. Then an anesthesiologist and researcher read it and contacted him with the proposal that microtubules might provide an environment that is insulated from the normal warm, wet, and noisy environment of the brain.
His next book investigated that idea, but he’s repeatedly said that this is just an interesting place to investigate and he has no idea whether it’s true.
>but it utterly fails as part of how a larger system we actually understand quite a bit about works.
How does it fail? I’ve read quite a hit about it and plenty for people are skeptical but I’ve never seen anyone showing how it “utterly fails”.
The first car wasn’t called a car by the people who built it, but we back date terms. He’s not a neuroscientist because he’s not studied the brain’s physical structures.
> insulated from the normal warm, wet, and noisy environment of the brain
? The tube is made of atoms at the same temperature as what’s outside the tube, there’s no isolation here.
> How does it fail?
It fails in many many ways. Individual neurons are vastly too small for consensus to occur on that scale you need something involving millions of them at body temperature at the very low end. Local quantum effects are obviously going on but they don’t scale.
Penrose has certainly studied the brains physical structures. He has 40 years of books and papers published on the subject.
>same temperature
No one is proposing that they are literally thermally insulating.
> on that scale you need something involving millions of them at body temperature at the very low end. Local quantum effects are obviously going on but they don’t scale.
That sounds like a good problem for a Nobel Prize winning physicist to investigate. If a neuroscientist were investigating it, I’d expect them to bring in a physicist.
> That sounds like a good problem for a Nobel Prize winning physicist to investigate.
No that’s a fairly trivial problem anyone with an understanding of QM can investigate. Atoms are atoms here it doesn’t really matter what biological structures are involved they are floating around in warm water.
If that’s the definition we’re going with, then anyone who does research that touches on neuroscience is a neuroscientist.
>trivial
Calling it trivial is hand-waving. Tegmark’s fast-decoherence bounds hinge on specific parameter choices; change the dielectric, charge model, spacing, or geometry and the timescales move into a regime that might matter. Temperature equality doesn’t erase structure. Ordered environments and collective modes can suppress decoherence without “insulating the brain.” Microtubules are a testable hypothesis, not a creed.
If you think they fail, point to a concrete model that rules out coherence under corrected parameters or shows a clash with measured neural dynamics and energy budgets. “Warm water, case closed” is an assertion, not that model.
"You can be a genius in one field and a crank in another."
Supporting evidence was offered: "For example: Penrose."
One can dispute the evidence, but there's nothing circular about the argument--your version is a strawman created precisely in an attempt to turn a non-circular argument into a circular one. And even rejecting that evidence there's plenty of other evidence and others here gave examples. Not that examples are even needed, as the assertion is self-evident, and was offered as a counter to a textbook fallacious argument from authority: "he's easily done enough important science work to not be called a crank". There is no basis at all for such a claim. Perhaps Penrose is not a crank in re consciousness, but it certainly doesn't follow from the fact that he's done the highest caliber non-crank science ... that claim is fallacious, disingenuous, and intellectually dishonest.
They will see that I accurately quoted what was said and my correspondent did not, twisting it into a circular argument when it wasn't.
He started out as a novice in all of them.
That Alchemy failed to pan out as a science doesn't make him a crank in my book. You can't know Alchemy is impossible until you try pretty hard.
His "speculation" is litereally: I think quantum is mysterious, and brains are mysterious, so there must be quantum in the brain. That's just silly - even if only because his opinions about mysteriousity is of no importance.
That the brain uses electrical/chemical signals is crank science about subatomic particles messing with your aura in a way comparable to "body thetans" in Scientology.
If that were not so, electrical/chemical engineers could upgrade our brains with their knowledge of electricity/chemistry.
Scientific progress is thinking about stuff. And my Occam's razor is leaning toward "if just arithmetic could yield consciousness we would have figured it out by now".
Just say that Penrose is a crank is way off chart in my opinion
That Penrose also seems to have a fundamental error in his understanding of the implications of Gödel's incompleteness theorems, doesn't help.
https://www.theintrinsicperspective.com/p/consciousness-is-a...
It's also a definition which is completely untestable and presently unfalsifiable.
“ I fully admit that this is an appeal to authority! But saying you should rely on the framings of a scientific field, like literally just respecting how it defines terms, is extremely reasonable as an appeal. It’s also very different than saying you should blindly believe the conclusions of that field. While “trust the experts” is often too strong a claim, the much weaker ask of “use the agreed-upon vocabulary the experts use when discussing the field” is actually quite reasonable, and most people who want to have an opinion about a scientific (or philosophical) subject should respect the used terms. The same goes for consciousness.”
“ So yes, there is scientific confusion about what consciousness is! And there’s metaphysical confusion about what consciousness is! But there’s no definitional confusion about the word “consciousness” itself. People know what needs to be explained, it’s just that explaining the phenomenon is very hard, and no one fully has yet.“
Just because he is brilliant in one field doesn't mean he's remotely competent in every field.
If you seen any of Penrose’s talks or read any of his books, you know that this was not fundamentally his idea.
Paraphrasing here: The paper above was looking for energy given off during collapse, (which they did not find) on the Diosi side, where Penrose' idea is more in the retro-causal, you wouldn't find an energy signature. I am sure someone can call out a better representation, but similar to your response that Roger has these ideas and looks for collaborators, but still has his own ideas on things that may differ.
Interesting seeing this conversation going on, Roger / Stuarts work has been trashed over the years, Max Tegmark did the maths and said brain is too wet/warm for any quantum stuff, but we've been finding this in tubulin* and other places, never retracted the paper.
Either way, consciousness is amazing, and a mystery, anyone interested should come to Tucson in April for Towards a science of Consciousness, good conversations, interesting people, usually more questions than answers.
https://www.mdpi.com/2673-9321/4/2/19 https://pubs.acs.org/doi/10.1021/acs.jpcb.3c07936
Finding isolated quantum effects is emphatically unsurprising: after all, everything is quantum. It's just limited in locality, which is basically what Tegmark is talking about (locality and decoherence time being somewhat dual).
There is no evidence for the kind of quantum effects that would involve multiple neurons. This is quite a block, since afaik, even the quantum-woo types (Penrose, emphatically) are not claiming that consciousness comes from the quantum behavior of a single neuron. (And that would be profoundly ignorant of basic neuroscience.)
And response
https://journals.aps.org/pre/abstract/10.1103/PhysRevE.65.06...
If you mean Stuart Hameroff, he's no scientist.
From "Concept cells help your brain abstract information and build memories" https://news.ycombinator.com/item?id=42784396 :
> the regions of the brain that activate for a given cue vary over time
"Representational drift: Emerging theories for continual learning and experimental future directions" (2022) https://www.sciencedirect.com/science/article/pii/S095943882...
>> Future work should characterize drift across brain regions, cell types, and learning.
How do nanotubules in the brain affect representation drift?
There is EMF to cognition given that, for example, "Neuroscience study shows the brain emits light through the skull" (2025) https://news.ycombinator.com/item?id=44697995
Aren't there certainly quantum effects in the EMF wavefield of and around the brain?
Does this paper also fail to assess other fields relevant to understanding nonlocal neuroactivation in disproving that there is any quantumness in cognition?
How do humans simulate digital and quantum circuits with the brain?
And, why do attempts to localize activations in the brain weeks apart fail; why is there representation drift?
/? quantum in the brain: https://scholar.google.com/scholar?hl=en&as_sdt=0%2C43&q=qua...
/? quantum cognition: https://www.google.com/search?q=quantum+cognition
gh topic: quantum-cognition: https://github.com/topics/quantum-cognition (2025: 7 results; all Julia)
2000: the referenced Tegmark paper
From https://scholar.google.com/scholar?q=related:-mGt9tzYwSUJ:sc... :
- 1998: "Quantum computation in brain microtubules? The Penrose–Hameroff 'Orch OR 'model of consciousness" (1998)
- 2002: "Quantum computation in brain microtubules: Decoherence and biological feasibility" (2002)
Quantum cognition: https://en.wikipedia.org/wiki/Quantum_cognition
I'm on board with Hofstadter's strange loops but at most, quantum-level interaction should just amount to noise that is stabilized by the higher-order chemical region in which the brain operates. What even are we looking for at this point?
What aspect of my experience is not likely to just be a result of chemical interactions in the brain?
More importantly, these are transporting things that can plausibly impact other neurons, instead of possibly interacting with things that are far too small to ever impact a neuron in any way we've ever seen before (AKA without magic).
IMHO, this vindicates Penrose and Hamerhoff in no way whatsoever; nonetheless, I'm sure there will be a flood of YouTube videos subtly conflating the two senses of the term "nanotube" in order to promote the idea of a universal noosphere that ties us all together through the magic of quantum entanglement and positive vibes. Fun...
(More on topic: anyone with access to Science know why these are called "nanotubes" if they transport things in the micrometer range? Microtubules are named for their length, but it doesn't really make sense in reverse to have a tube 1000 times as wide as it is long... Maybe they're elastic? Or does "nano" just mean "really small" here?)
https://www.sciencedirect.com/science/article/pii/S221137971...
And you’re talking about transporting “things” and microtubules are not about transporting things in Penrose theory, but rather serving as quantum machines that are linked across the brain.
Paraphrasing what he said in a video from a year ago or so: it’s an interesting theory that he’d like to see tested, but he has no idea whether it’s correct or not.
2 is that microtubles are directly involved. He feels fairly strongly about 1. He doesn’t feel strongly about 2. He is very open to it being incorrect and just thinks it’s an interesting theory to explore.
Unless reasonably proven otherwise, quantum mechanics are not a magical land of souls and consciousness. It's a probabilistic space. Those probabilities obey things like wave interference, it's not total chaos. And with Bell's, any idea of a "grand plan" dictating outcomes is kinda moot, because there's no hidden variables that would imply any kind of long-term vision, or mechanism therefore, at play.
Then, when you scale up to classical physics, those probabilities amortize out to reasonably deterministic outcomes: The sun will continue burning for billions of years. Technically every QM interaction in the core could suddenly get unlucky and it instantly poofs out, but we don't seriously consider that a possibility. Just like technically virtual particles could spontaneously form a Mercedes in front of me with a title of ownership in my possession while solar rays bitflip the hard drives of government servers to register it for me.
In reality, if I drop a ball, it's going to fall and hit the ground. When something scares a human, they release hormones. Those hormones consistently affect mood and behavior. Pretty much all humans think like most other humans, and all other animals seem to think like their peers. Etc.
There has been no evidence of any kind to suggest that human brains are not deterministic (and plenty of examples of otherwise), despite the technicality that they have QM underlying the matter and signals. And the idea that the quadrillions of QM interactions each instant are working to some conscious goal, using secret physics that have never before been observed and fly in the face of what has, is voodoo magic nonsense that is not based on actual quantum physics in any way.
If you want to believe in religion, just do that! Don't try to misconstrue/miscommunicate actual science to justify it, just let it be magic. God or souls are no more justified by quantum mechanics than they are by just saying they alter reality in any other way. You're not getting away from them having a magic will-based being in an unmeasurable qualia-defined pocket dimension altering natural outcomes.
In fact, you've made it worse. Now every single person has an unbelievable supercomputer like no one has ever imagined hidden, doing the math needed to understand the exact quantum manipulations to enact their will on the brain physics of the person they are somehow bound to.
As for the "no evidence brains are nondeterministic" we don't have much evidence about anything related to brains.
My point is that between the two extremes - the blind faith in whatever religions have come up with, and the wingless reptile way of thinking that's so prevalent in modern science - I'd rather choose the middle ground and stay open to various ideas unless they are proven wrong.
And how in the world does one argue we have no evidence of brains? They're studied constantly! And there's tons of animals we can poke and prod! We know what regions do what, we know tons of mechanisms of actions. We know what hormones do what, we have ideas on how concepts like "time tracking" are done. We observe brain damage changing the personalities of people. We can do surgeries with relative levels of success.
Like: you don't even need all that. Do you get sleepy at night? Do you get grouchy when you get sleepy? Wonderful: that's hormones. Direct, experienced evidence that your thoughts and behaviors and actions are driven by hormonal states!
for instance, lots of people love the idea of "brain waves". in general, neurons are event-driven, not given to "waving". indeed, the mystique of brainwaves is counter-physical, in that when there is synchronized activity, it produces EM signals that are fairly hard to pick up (EEG, MEG have gains O(1e6)). a neuron simply lacks a physical mechanism to be affected by such a wave.
not unlike Tegmark pointing out that the brain is dense and warm and that means short/fast decoherence.
But of course there is a physical one, that at some point appears. Or, it is a kind of gradation that at its highest peak is a human, and at its deepest depths is...
yes, photosynthesis is quantum. so is vision, smell, etc. heck, metabolism is quantum!
but these are fast and local, because most of the world is decoherence-friendly. the quantum effects of a photon in your rod cell is not going to cause any quantum weirdness in a smell receptor in your nose.
https://www.uniprot.org/uniprotkb/Q9UQ16/entry
And let’s just say my experience of reality, or my consciousness, is quite unusual. My gene polymorphisms in DNM3 are linked to obsessive compulsive disorder, which I have.
Like Penrose said, I believe our consciousness is an electromagnetic field, and not anything solid, but rather a femoral and affected by electromagnetic forces inside and outside of our brain
Not long ago, I suffered the first bout of unexpected unconsciousness I'd ever experienced; a series of unfortunate events caused me to pass out from pain (which I didn't quite understand was really a thing before then... Haha no that's real, you can get your brain shorted out from too much pain signal). The experience was a little... Cosmologically-reframing. It wasn't like sleep; it was a missing-time experience. Like, post-event me is acutely aware of a lack of me in that period of time; the body was there (I assume; I couldn't see it but there's nowhere for it to have gone), the thing I'd call myself seems to have completely 404'd for about a half hour.
Put lots of thoughts of my own mortality in my head. Not sure I'd recommend it.
Well, this is almost certainly true in some very vague sense - I mean, it seems much more unlikely to meaningfully categorize it as a gravitational phenomenon, or a strong interaction phenomenon or a weak interaction phenomenon. Though it would be cool if somehow it turned out our minds had color charge.
Of course, this is only the same sense in which Linux and McDonalds and potatoes are also electromagnetic fields, or phenomena related to it.
We don't see a lot of macro-scale quantum weirdness because big and warm directly implies vast amounts of interaction - decoherence.
Careful around magnets my friend, your consciousness will change a lot if you're right.
https://en.wikipedia.org/wiki/Transcranial_magnetic_stimulat...
EM waves can “alter our perceptions and behavior” in the sense that electric shocking the brain can, not through some special interaction.
I guess you mean "like". That would be accurate: TMS is disrupting normal brain activity a little like ECT does. It alters consciousness because it causes a partial reboot - an altered state. Drugs (and sleep and love and anger and meditation) also cause altered states. (Not to imply that any of these altered states are the same!)
Crucially, there is no special magnetic interaction with the brain beyond Faraday’s law, as people seem to be implying.
Having been in the room with a patient undergoing TMS a couple dozen times, I can assure you that the electromagnet will induce a muscle twitch from the electric field it creates. What it doesn't do is cause a seizure, which is the typical desired result of ECT.
This is just 100% false. To say that TMS is electric shock therapy because it changed electrical signals in the brain is totally misleading, if not, totally misunderstanding the science of the relationship between electricity and magnetism.
The fact that both electricity and magnetism can affect neurotransmission does not mean that TMS and ECT are the same thing. When they give people ECT they’re giving them controlled seizures. In TMS this is not the case at all.
But the earths magnetic field….
https://www.science.org/content/article/humans-other-animals...
https://www.eneuro.org/content/6/2/ENEURO.0483-18.2019
And Transcranial magnetic stimulation….
https://www.mayoclinic.org/tests-procedures/transcranial-mag...
What is depression other than a change in the state of consciousness?
But I might want to continue and ask you a question, and this is just out of curiosity, do you think consciousness is made of matter?
You might want to stop calling people silly if you want them to answer your random questions. You'd have to define consciousness to ask that question because every person that overthinks these topics has their own personal definition and they are 100% sure they are right.
“Careful around magnets my friend, your consciousness will change a lot if you're right.”
That was just flat out ridicule with no scientific or philosophical rationale and was not useful to the conversation whatsoever.
As I pointed out before consciousness as well defined. I’m not defining consciousness. I’m explaining how consciousness arises. Or what consciousness is. Consciousness does not arrive from matter, but instead matter arises from consciousness. Consciousness, or fields, are the driving force of the formation of matter.
I believe everything is a field and a probability. That objects have no defined borders, but our brains create these borders to reconcile with the probability of a thing being in a certain area. I think the proof this comes when we understand that we never really touch anything, it’s only the electromagnetic field that we are experiencing from another object.
You might appreciate this discussion on fields: https://youtu.be/dU0NIU5d4BI
And can I just say that YouTube video and the demonstration with the magnets? Wow. I don’t see how any physicist can look at that and not have a total change of mind. That it’s the fields that are the formative function of what we call the universe well when you see it, so much more seems to make sense. I knew when I was in ninth grade that materialism had its end because the infinite aspect of cutting something into just did not sit right in my mind and therefore, I just intuitively thought that everything was really made up of nothing.
Thank you for that and now I have a whole new series of videos to watch!
yes, it's microtubules, but there's no sign of any weirdness here. and Penrose's whole theory is "quantum is weird and I think brains are weird, so brains must be quantum. so where can we find some quantum stuff?"
> Synaptic connections mediate classical intercellular communication in the brain. However, recent data have demonstrated the existence of noncanonical routes of interneuronal communication mediating the transport of materials including calcium, mitochondria, and pathogenic proteins such as amyloid beta (Aβ). Using super-resolution and electron microscopy, Chang et al. identified and characterized structures called nanotubular bridges that connect dendrites in the brain (see the Perspective by Budinger and Heneka). These bridges mediate the transport of calcium ions, small molecules, and Aβ peptides, and may contribute to the spreading and accumulation of pathological Aβ in Alzheimer’s disease. —Mattia Maroso
It's unrelated to the nvidia marketing term for ai filtering of images.
With camera movement and things like gaps between camera sensor elements acting as the undersampling, their video super resolution may be learning similar ways of legitimately reconstructing at a higher res from temporal data, though it also hallucinates some in and is dealing with already compressed video where a lot of that might be lost.
I'm not sure if their video super resolution actually does this kind of temporal stuff though or it is just a repeated image upscale, but some of the AI video upscalers do and get much better upscaling on longer windows of frames than when run frame by frame without context.
But they say they used ML analysis too in the abstract
> Using super-resolution microscopy,25 we characterized their unique molecular composition and dynamics in dissociated neurons,26 enabling Ca 2+ propagation over distances. Utilizing imaging and machine-learning-based27 analysis, we confirmed the in situ presence of DNTs connecting dendrites to other dendrites28 whose anatomical features are distinguished from synaptic dendritic spines
Of course, that's specifically about human anatomy. In this case we're talking about a feature that I'd bet is present in other animals too, so the factors discussed here don't all apply. In this case though there seems to be a straightforward answer -- the structures involved are very small! The post I linked is largely talking about larger structures we failed to find...
Many thousands of incredible scientists have done amazing work over the past ~century, but cutting-edge neuroscience still doesn't have the conceptual tools to go much farther than "when you look at apples this part of your cortex is more active, so we'll call this the Apple Zone".
Sadly/happily, I personally think there's good reason to think that this will change in our lifetime, which mean's we can all find out if trading the medicalization of mental health treatment (i.e. progressing beyond symptom-based guess-and-check) for governmental access to actual lie detecting helmets (i.e. dystopia) is worth it...
When we look at the "apple zone" part of an AI model that lights up, we see it in way higher resolution than our best scans of the human brain, and this might tell us something about how apples are perceived by both systems, or how language is represented neurally, or any number of other things.
That doesn't bode well for minds being human-interpretable, not at all.
I used to think that the biggest bottleneck to understanding the workings of the human brain was that it defies instrumentation. Which could be solved by better imaging techniques, high throughput direct neural interfaces, etc. But looking at the state of AI now?
If we had full read/write access to the state of every single neuron in the brain, what would we be able to learn? Maybe not that much.
This happens occasionally where two previously thought seperate fields of study discover a common link with each being able to explain the questions the other had struggled with.
The amount of anti-education/anti-school rhetoric on HN these days is worrying.
Until we both discover everything down to the Planck length, and then prove somehow that the Planck length is truly the smallest "unit", then we have not discovered everything. And we have probably hardly discovered anything, relatively.
I genuinely wouldn't.
:(
Sadly, thanks to Democracy, we have a plurality of voters who do not value research, or understand how it will one day be themselves who are patients.
Hopefully finer grained imaging will elludicdate this stuff.
Not sure our ANNs will ever be able to model them all.
The Big question is: WHERE is the Complexity? If Complexity is Fixed in a System, it must be Somewhere. (you can see this at play any time you look at a large software system.) Do you have simple 'blocks' and many of them? OR, do you have more complicated blocks (requiring more computons), but fewer of them? I think this is an exciting research area right now.
We have no idea how much of this complexity is fundamental and how much is incidental, of course. But it is certain that every part of the brain is way more complex than the ultra-simplistic ANNs, and replacing the sigmoid function with some ODE will not move that needle significantly.
It's how little energy the brain uses, especially for learning. The brain seems to be hundreds of thousands to millions of times more energy efficient than any kind of current AI on a classical computer, not to mention still beating it in terms of performance and versatility. Transistors do not use millions of times more energy than synapses, and processor feature sizes are not millions of times larger. Something else is going on.
Either the brain is leveraging QC or our AI training algorithms are just really really horrible compared to whatever is happening in biology. Maybe biology found learning methods that work thousands of times better than differential backpropagation.
Now we are trying to implement what the mind is naturally good at with systems designed to do logic well. This is the main reason it's so inefficient. Emulation is costly. It is costly when brain does logic, and is costly when computers do AI.
In theory, we should be able to build computing devices designed for AI workloads, and they can be as efficient as brain or even much better.
I don't know about that... I've consumed quite a few calories in my lifetime directly, plus there is all the energy needed for me to live in a modern civilization and make the source material available to me for learning (schools, libraries, internet) and I still only have a minuscule fraction of the information in my head that a modern LLM does after a few months of training.
Translated into KWh, I've used very roughly 50,000 KWh just in terms of food calories... but a modern human uses between 20x and 200x as much energy in supporting infrastructure than the food calories they consume, so we're at about 1 to 10 GWh, which according to GPT5 is in the ballpark for what it took to train GPT3 or GPT4... GPT5 itself needing about 25x to 30x as much energy to train... certainly not 100s of thousands to millions of times as much. And again, these LLMs have a lot more information encoded into them available for nearly instant response than even the smartest human does, so we're not really comparing apples with apples here.
In short, while I wouldn't rule out that the brain uses quantum effects somehow, I don't think there's any spectacular energy-efficiency there to bolster that argument.
To be fair, this is true of LLMs too, and arguably more true for them than it is for humans. LLMs would've been pretty much impossible to achieve w/o massive amounts of digitized human-written text (though now ofc they could be bootstrapped with synthetic data).
> but a modern human uses between 20x and 200x as much energy in supporting infrastructure than the food calories they consume, so we're at about 1 to 10 GWh, which according to GPT5 is in the ballpark for what it took to train GPT3 or GPT4
But if we're including all the energy for supporting infrastructure for humans, shouldn't we also include it for GPT? Mining metals, constructing the chips, etc.? Also, the "modern" is carrying a lot of the weight here. Pre-modern humans were still pretty smart and presumably nearly as efficient in their learning, despite using much less energy.
The brain and all biology is analog not digital. It’s really nothing like computers or discrete electronic circuits.
[1] https://en.wikipedia.org/wiki/Quantum_biology (on a phone so can't link the exact section, but it's the section on mitochondria under energy transfer).
https://www.pbs.org/video/was-penrose-right-new-evidence-for...
Just cause we don’t understand it yet does not mean it’s not possible.
We understand quantum interactions more than sufficiently enough to know that the thread of hope he clings to, the soul of the gaps via quantum woo, is not in any way plausible. It is comparable to a perpetual motion machine.
If you can provide me with scientist objecting to the claim or writing negative papers about his theories I will gladly absorb them.
At best scientists are divided on his opinions, but this is far from calling them woo woo. I mean, bad scientist will call that but good ones will have honest disagreements and discussions.
> We understand quantum interactions more than sufficiently enough
Do we really?
Regarding critical evaluations of Penrose, this is the first that pops up: https://physicsworld.com/a/quantum-theory-of-consciousness-p... Like most published accounts, it is respectful towards Penrose and less inflammatory than what I wrote, at least on the surface. I'd draw your attention to this bit towards the end though:
> Still, they say, the overall requirements seem daunting – the brain needing to maintain a mass of 10−16 kg in a coherent state for 25 ms over a length scale of about 10 nm. “This vastly exceeds any of the coherent superposition states achieved with state-of-the-art optomechanics or macromolecular interference experiments,” they note.
This is a devastating statement hidden in technical terminology. Basically he's saying: "Even with the most sophisticated physics laboratories, under ideal conditions & with highly sensitive instrumentation, we're unable to achieve the superpositions that Roger Penrose is claiming is going on in the absolutely hostile thermal bath of the brain."
The brain 'stores' data without using power. Under classical synapse structure, it modifies the butons to modulate the charges and neurotransmitters passing and being received. This is memristance.
https://en.wikipedia.org/wiki/Memristor
It's very low energy to do this and it keeps for decades (probably). It's not a quantum effect.
Be aware though, this is a 'classical' synapse understanding. The neurons are doing all kinds of other things too, they are alive after all. And the glia, the glia and astrocytes affect memory too, but we're still trying to understand how.
Look, don't jump to quantum stuff with the brain.
It's just really hard to get data, low sample sizes, and desperate need of grant funding.
It's not quantum.
The brain too learns from scratch. From birth through death, it's acquiring information, integrating that information, and using it. LLMs do this in a shorter time period.
Altman Gave GPT Alzheimer's Disease to Spread Awareness
"Discovery of quantum vibrations in 'microtubules' inside brain neurons supports controversial theory of consciousness"
https://www.sciencedaily.com/releases/2014/01/140116085105.h...
I have since come to view it more as an interesting lesson in the pitfalls of hypothesis formation, popular non-fiction, and vanity.
Even so, as a layperson, it's entirely understandable to perk up whenever someone discovers 'tubules' in the brain, even if none of that sufficiently supports any of the collapse requirements of the Penrose/Hammeroff quantum microtubes.
The research on what we can see and learn in the brain is remarkable in the last 10 years. fMRI alone is staggering.
Your question seems to be one of enough resolution. The brain continues to get more attention in greater and greater resolution.
There seems to me more research in the area which is encouraging too.
I don't get the feeling your'e really interested in it other than looking at where the research is occurring and building from where and how you want to see it. Time will tell either way.
Penrose is just another person who thinks "quantum" means "magic".
Maybe it's just the timing by coincidence, but the greater amount of study in/around the brain during and since the pandemic has been encouraging.
On the second point of QM in biology more generally tho, this research is interesting: https://arxiv.org/html/2409.03497v1