I think we do. If something can make decisions, without external input, act on those decisions without external support, then it could be said to be sentient.
Perhaps, I dare say, a key indicator of sentience is the ability to kill another species, even its own, but chooses not to.
You should probably read up on "shut in syndrome" - people with about as close to zero voluntary muscle control as you could get, and yet internally still fully conscious. They are totally unable to act in any way, yet still sentient.
To try to clarify the conversation a bit, here's (my version of) a couple definitions.
Sentience is awareness of one's surroundings. Your cat is sentient. Most embedded systems are to some degree sentient. We know what makes this - adequate interfaces to adequate sensors, plus some mechanism to respond to the input in some way. That's basically all it takes.
Sapience is the awareness of one's own mind - the ability to watch yourself think. We're pretty sure that your cat is not sapient, and neither are embedded systems. But we don't know what enables or causes sapience, nor how it does so.
So when we're talking about "consciousness" or something, we have to be clear whether we're talking about sentience or sapience. (And the conversation won't be using my words, so don't go by that - you have to sort out which idea is being discussed.) And of course the worst discussions have different people using the same word for different ideas, and nobody recognizes it, so the discussion is really about different definitions of the same word.
Thank you for pointing out the word "sapience," it is a great distinction to the more general concept. Also did you mean to say "sapience" instead of "sentience" in the 3rd paragraph?
And, credit where due: I stole the term from Howard Tayler's wonderful "Schlock Mercenary" webcomic. It may not be original with him, but that's where I got it.
Cats are almost certainly both sentient and sapient by your definition. Even crows appear to be sapient, and their brain architecture is a lot more primitive than cats'.
> If something can make decisions, without external input, act on those decisions without external support, then it could be said to be sentient.
So like, a microcontroller deciding to turn on a LED from time to time when it feels like it is sentient? Sounds like it by that definition.
> a key indicator of sentience is the ability to kill another species, even its own, but chooses not to
Oh no. This appears to be a different definition now! I'm afraid I don't meet the sentience threshold then. I have many skills but I don't think that I have the ability to kill another species. Not alone at least.
Good algorithm should be able to come up with natural language response, with enough compute and good statistical models.
Yet words without feelings are just that, words, and it seems that without measured eletrical responses for said words, you shouldnt claim to understand the difference between a good canned response vs an organism that is sentient and demonstrates awareness of the weight of such words.
modern neuroscience demonstrates very well that correlating self report and behavior with electrical signals in the brain is so far not sufficient to understand sentience either
From my time reading and watching science fiction I've come to the belief that sentience is not binary. It's not a toggle that is either true or false. It seems like a fuzzy gradient with no definite threshold for becoming sentient. Maybe it is just from increased complexity or maybe there really are some key ingredients. I hope we figure this out in my lifetime though because it is a fascinating question.
This is the correct way of seeing it, but lots of people seems to feel personally hurt when someone rebuts the claim "It's scientifically proven!" with their own data, failing to understand that that specific process is exactly what science is.
I agree. Sentient or not, I think the fact that we now need to start seriously considering these questions, and not just as some far away hypothetical exercise anymore, is quite impressive in itself
Totally agree, and its gradually growing from a animalistic fixated on the now state to full self-awareness. It can temporarliy collapse when fight and flight reflexes override the expensive reflection. It can permanently be lowered if a mental sickness (or a neuro-diverse adaption to more warlike states of humanity) gets triggered by stressfull circumstances.
And there is also a zoo of complexity when it comes to "sentience", meaning there are those who are "great thinkers in the subconcious" and can not explain there thought process. There are levels of sentience and almost automated task, were the subconcious kicks in and the sentient human just "dissolves" for a moment, like driving home in a car. Its a fascinating topic.
The answer always seemed obvious to me. There is no threshold that makes us greater than the sum of our parts, no inflection point at which we become fully alive. We can't define consciousness because consciousness does not exist. Humans fancy that there's something special about the way we perceive the world, and yet we live in loops as tight and as closed as the hosts do, seldom questioning our choices, content, for the most part, to be told what to do next --Robert Ford, Westworld
People hate this take, but to me it is obvious. Our conscious experience has to ultimately be illusory, because we know that at least parts of it are verifiably false - like our perception of free will when really what actions we take are close to deterministic.
If what defines an agent who experiences something is something that takes in inputs, makes a "choice" independent of the base, deterministic interactions of atoms in their brain, and then executes on that choice - then nobody is experiencing it.
I agree that this is a difficult question - but it is equally obvious that the way we experience the world is not real. We feel that we have free will but we know we don't.
You certainly seem to be asserting something. Whatever any evidence indicates is only probabilistic and thus needs to be hedged with modifiers to be taken seriously.
And regardless, your words, and everyone else's, were still determined at the beginning of time, if your argument is true.
That's why this line of reasoning is self-defeating, since if one accepts it they will ignore you since they literally can have no effect on you, nor you on them.
I don't understand the whole "free will is an illusion" thing. To me it seems obvious; I clearly do have free will because I choose to do things on my own volition. And the "me" who does the choosing is made up of largely deterministic electrochemical processes which respond to stimuli, with a bunch of feedback loops and other complexity. That is all my consciousness is, after all. I don't even know what it would mean for free will to be an "illusion".
The idea is that if you’re a bag of chemicals then any decision you make is entirely predetermined based on your current state and the stimulus you receive (potentially modulo some quantum randomness and plenty of chaos). If the decision is totally predictable and predetermined then it stops looking like free will, from a certain point of view. But it’s really just a question of the semantics of “free will”.
Trying to work out whether you could choose differently to your predetermined choice just isn’t a meaningful concept. Imagine you have a deterministic program which returns true or false based on some inputs. If it is modified to return the opposite of what it previously returned, it is no less deterministic.
I think it's clearly true that we have internal processes which cause us to take actions.
If those processes are entirely deterministic then that means every action you take is also deterministic - as in, you could not have acted otherwise.
When there are two choices laid out before you, you "choose" one in the same sense that an NPC in a video game chooses its actions: by running a complex set of internal logic.
"Free will" is the notion that you have the freedom to exert your will to choose courses of action. Even though you chose to do A, you could have instead have chosen to do B.
But I am making a choice? I am those deterministic processes. Whatever I decide is my choice. I feel that I am making a choice because I am making a choice, because those deterministic processes which make the choice are all that I am.
The output of those deterministic processes _is_ the choice though? I don't understand how there's any semantically sensible way in which I, as a collection of largely or entirely deterministic processes, can process input and my internal state and reach a choice, where that choice isn't "actually" a choice or isn't "actually" made by me.
There was a good podcast on this recently if you want a deep dive into the philosophy behind the statement.
To give you a jumping off point, 'illusion' has a specific definition in the non-dualist domain so you want to make sure you aren't bringing your own from home. You also smuggle in an 'I' and a 'me' which should be breakpoint-inducing words to mention in a philosophical conversation. The people claiming free will is an illusion have rationally cancelled 'I' out of their statements.
You've basically made the argument against free will in your comment but your definitions are loose so you parse it as an argument for free will.
If you accept that a brain is nothing more than a blob of electrical/chemical circuits that respond to stimuli, then the brain is entirely deterministic.
You think you're deciding things, hence you think you have free will. But all those decisions are based on deterministic circuits, therefore you're not actually in control. Your ability to decide things and act in free will is an illusion.
But that's the thing, right? Those deterministic processes _are_ me. There is nothing more to me. So I think I'm deciding things because... I am. I am the only thing in control, because the only thing I am is a set of deterministic processes. If my deterministic circuits are making choices, _I_ am making choices.
But "free will" and "deterministic" just don't seem at odds. It's not just that I "feel" I have free will. It's that I make choices freely, those electrochemical processes are _all there is_. Whenever those electrochemical processes reach a decision, that decision is purely a product of my free will, because those processes are me and I am those processes.
Wind the clock back to a time when you made a decision. Is it possible for you to make a different decision if you had the exact same mood/context/environment/knowledge and all the sub-atomic particles were exactly identical with the same spin, etc? Current dominant philosophical thought points towards a big NO.
Well current scientific thought says yes because measuring the spin in a particle in a superposition is truly non-deterministic from the perspective of observers, but I don't think that's relevant and I'm happy to think about the brain as an entirely or mostly deterministic thing, so I don't think this is too relevant, but we're not in a clockwork universe.
Well, quantum mechanics describes the universe as a wave function which describes a probability distribution. Most physicists who work on quantum mechanics seem to believe that wave function collapse is a truly nondeterministic process; the only real alternative, from what I understand, is hidden variable theories, which we know imply nonlocality thanks to Bell's theorem.
There's the caveat of Everettian quantum mechanics, where the universe is described exclusively through the wave function which evolves completely deterministically. However, this still causes the observer to experience a measurement outcome as truly nondeterministic; there's just one version of the observer for each measurement outcome.
EDIT: Though while this topic is fascinating, I don't think it's extremely relevant to my own thoughts on free will or whatever. I'm perfectly happy to discuss a hypothetical brain which is truly deterministic, and I don't think I would consider a consciousness simulated on a deterministic computer to have any less "free will". The consciousness in the computer would _be_ the circuitry and program. Of course it couldn't make different choices twice given the exact same state and input; it wanted to make the choice it did because of its state and inputs. I don't understand how the choice is any less free just because it's deterministic.
The quantum substrate being non-deterministic doesn't mean that free-will exists/doesn't exist. It has to be shown as such.
What is happening at the quantum level, to the extent that we can understand it, isn't directly translatable into a non-deterministic world at the higher macro level. And so, we do expect and observe a certain level of determinism in our macro scale world. For e.g. A topic relevant to this community - Computing. For the vast vast majority of cases when thousands of people execute the same program on the same or similar hardware at different times in different regions we do expect, and observe the same deterministic result. The outliers to this are primarily due to damage to the processor/equipment, software bugs, or other known factors (including alpha particles/radiation, etc).
Ah, I see what you're saying. I interpreted what you said to mean that current philosophical thinking is that the universe is deterministic, but you're saying that even though the universe is nondeterministic, the processes in the brain are completely deterministic. This feels like a purely empirical question rather than a philosophical one; I don't know whether there are processes in the brain which depend on quantum measurement outcomes. Though I would be kind of surprised if there's nothing at all; something as simple as putting a polarization filter in front of your eyes would make which exact photons are hitting your retina determined by the outcomes of quantum measurements, which seems to mean you'd be introducing truly nondeterministic noise into the system. But I'm also completely open to the idea that in general, quantum measurements don't affect the processing of the brain or sensory inputs in any way which affects decision-making, if that's what empirical investigation of the matter shows. Whether the brain is deterministic or nondeterministic doesn't really have any impact on the way I think about the concept of free will.
I think Everettian interpretations are secretly quite popular among physicists because the Copenhagen interpretation doesn't really get you that far. In Everettian QM, the evolution of the entire system remains deterministic.
This seems to not be a very useful distinction (binary vs gradient) though, because in practice the question in the gradient scenario moves to “at what point along the gradient do we demarcate sentience”.
I think the idea is that the entire gradient is sentient to varying degrees. Two neurons interacting could be sentient, but is not enough to us as humans to have any meaningful interaction with. A cpu with two gates is way less useful than a cpu with a billion gates because one can perform more useful calculations to us more quickly.
A creature with a brain that has 10 times as many neurons as a human probably isn't 10 times as sentient, but it might enable than to perceive reality in a way that a human never could imagine.
I think the problem might be that we are wanting to define sentience in a too human centric way. Just because something like an insect can never perceive reality like we do as people doesn't necessarily mean it is not a simpler form of sentience. An insects brain probably doesn't dedicate any neurons to allow it to perceive suffering or itself, but it clearly perceives something.
This raises the question of "can we identify something that is more sentient than us?". I think we can spot things that are less, just look at an insect. But what would more look like?
Not merely more intelligent, that's probably not very difficult. More... alive or something.
No, they're sensing different than usual. It provides "new" experiences, not "more" experiences. You'll have more memories, but they aren't "more elevated" than the ones you're accustomed to - the brain doing the experiences is the same one, even if working differently.
I think we need to define what 'sentient' means. Virtually everything I can access says 'able to experience feelings'. I'm pretty sure that brains from other animal kingdoms are capable of sentience, not just mammals.
1) make a false dichotomy: either it has it or it doesn't. This doesn't really match the range of behaviour, expression and characteristics we observe in nature. None of the words "sentience", "sapience", "consciousness", really map all that well to the nuances of reality.
2) vastly overestimate the level of sophistication of the human brain in relation to other brains (and even in relation to AI, I would argue), and vastly underestimate the level of sophistication of non-human brains.
There is a powerful bias in play here: religion teaches us that we play a special role in the world, we're actually on top of the food chain, we have very sophisticated societies, etc... But the idea that other animals have feelings, or are "just as soulful as us" (whatever "soul" means haha), or have rich inner experiences and sophisticated modes of thinking... That's an uncomfortable thought (especially as we commoditize and eat them, but would find the idea of doing the same to humans quite revulsive).
Not only are cats almost certainly both sentient and sapient, but so are crows, and probably birds and reptiles in general, at least to some extent. A not-unreasonable case could even be made for insect sentience.
Even in that case that you refer to "sapience", it wouldn't apply only to mammals. Octopuses and ravens are recognized to have high-level cognitive processes as capable as those existing in primates.
The only characteristic of sapience limited to humans that we know of is the capability to build and communicate narratives about future through complex language. And we are not even sure about our uniqueness in that.
That's pretty dangerous path to take to be honest, the whole of philosophy disappeared up it's own ass trying to define the meaning of "I know" or the definition of words like "altruism" or "consciousness".
The problem with such definitions is that you then have to define "experience" and "feeling".
And if you try, it's extremely hard to do without such definitions including "sentience" either directly or indirectly. But if you do that, then the whole construct is just an exercise in tautology.
Sentience is a philosophy question, not a neuroscience question. Neuroscientists and computer programmers owe the world a lot more than “this model behaves somewhat like neurons” to be convincing that a computer simulation actually experiences.
Yes we’re getting to the point that the dismissal can’t just be automatic, but exclaiming “you can’t prove I’m wrong” isn’t much of a basis for defending your position with you can only defend otherwise with shallow similarities.
> Sentience is a philosophy question, not a neuroscience question.
Came here to say the same thing. Neuroscience can give us one answer, but neuron-like "things", whether real or artificial, need not be the only way to build sentient beings.
I don't think neuroscience can convincingly determine if a set of neurons is sentient either. They can't point to the progression of sentience between an embryo and an adult human, they can't tell you why sentience goes away when you're sedated, drunk, or anesthetized, they can't measure the difference in sentience between a flea, a cat, and a human, they can't do much of anything at all with sentience besides assert that it's there and has something to do with neurons.
It's something like the dark matter of the field. Physicists can say that it really appears that there is something there because of how galaxies behave, they can see evidence of a thing really being there but have nothing but guesses and handwaving to explain what.
The problem of qualia is exactly that... a serious philosophical problem. The only evidence for sentience we have is our own experience. We assume other minds exist, but we have no causal factors that can demonstrate it.
We live in a world of dualism mind and body, but this is typically unacceptable to most philosophers. Generally the problem breaks down to:
Materialism -> Consciousness is probably an illusion.
Idealism -> The material world is an illusion and/or consciousness is in everything regardless of material.
Modern NN tech views -> Consciousness is a material-independent orchestra of neural networks
Superstitions -> god(s) grants consciousness to specific beings and not others
That said, I think it's plausible to come pretty close to figuring it all out if we have enough time and experimentation. E.g. we now have very good evidence that most mammals have similar experience to our own through better understanding of language acquisition and evolution. This wasn't always the case. We don't know what we don't know, and something out there may provide a serious breakthrough in building a model of philosophy of mind that is convincing.
The study of infectious diseases wasn't a biochemistry question until we learned something about the biochemistry of infectious agents and their targets. Pidgeonholing knowledge is a dubious activity at best, and especially when done before it has been acquired.
Sure, but there's a purely subjective aspect of consciousness, which by nature of being subjective, cannot be objectively quantified or measured. This puts it squarely outside the realm of science, which is deliberately and solely focused on measuring objective phenomena.
The quantitative argument is a red herring. Science is one of the disciplines in the business of explaining things, not in the business of calculating values, but it just so happens that when you get into the details, quantifying properties leads to better explanations. For example, I can give a qualitative explanation for why it rains, which can be expanded into a quantitative one.
The subjectivity of experience can be attributed to the scientifically-explainable inability of our conscious mind to directly access the physical state of the brain. If arguments such as "Mary the Neuroscientist" show anything, it is that phenomenal experiences can not be conveyed by any language, scientific or otherwise, so if you are demanding an explanation must do that, neither science nor philosophy nor anything else will explain consciousness.
What's wrong with helping consciousness in the realm of poetry and religion? It's the most humanistic thing we can know, after all.
Consciousness, being internal and subjective, exists at odds with anything else that science considers. Sure, study cognition and neurology, but there's an ontological gap between those and experience.
Who is saying there is anything against either poetry or religion saying whatever they can about consciousness? I'm doubting the value of pidgeonholing.
To claim an ontological gap is to put the cart before the horse. If or when we understand consciousness, we will be able to tell if there is a relevant ontological gap, or whether it is an illusion generated by our ignorance.
What would we have to learn to make sentience a scientific question? We're in the regeime of the pre-theoretic - we don't even know what we don't know.
Not at all a convincing rebuttal. Biochemistry has obvious things one can observe and experiment on. Consciousness is purely subjective, it would be like trying to falsify solipsism - impossible.
In the present, sentience is a philosophy question, nothing stops neuroscientists from practicing a little philosophy, but they (as in the author) should be a little more cautious when asserting that ML models being somewhat similar to human brains means they can be sentient in their current state. There is no science that can currently be done with sentience beyond basic psychological games, there's no objective testable theories where you can point to something and convincingly say "this is sentience" analytically.
Plenty of current neuroscience fields were once only a question for philosophy but have graduated into matters of science (Kant has plenty of opinions about things which can easily be replaced with actual neuro- knowledge, for example)
I am completely in agreement with your second paragraph - and with your first as far as it goes, though for balance, I think we should cast an equally skeptical eye over what philosophy has achieved during its tenure over this topic. Personally, I feel it spends way too much time worrying about zombies.
There's a slightly ironic moment where the author mentions the pushback Ilya Sutskever got for tweeting "It may be that today's large neural networks are slightly conscious." This is not a view to which I would assign much credence, but it is more or less axiomatic (though in a different sense, perhaps) in some forms of panpsychism that I am also rather skeptical of (what on Earth does Goff mean when he says that electric charge is a form of consciousness?)
What a bizarre and disappointing article. The problem with this whole field is lop-sided expertise. Either neuroscience and no theoretical compusci, or compusci and no stats; or stats and compusci, but no empiricism.
> Large language models really do approximate the way neurons work, at least at the interface level.
This shows a profound misunderstanding of the mathematics underneath NNs. To be trained, eg., on character strings in books... sets the structure of the NN. This is the only relevant property of NNs to consider in any homology with any brain. Brain structure isnt set by character sequence positioning, even if "somehow, very abstractly" backprop with gradient descent were how "brains worked" (an insane claim, now wholey discredited).
The only sense in which an NN could even possibly be structurally homologous to the brain were if it were trained on actual brain structure data. Since, at the outside, we know that this training doesnt produce homology.. all we're talking about is a confusion which arises when naming interpolation "learning".
> so let's stop pretending that we do
Again, quite disappointing. We do know far more than enough to say that compressing a million books doesnt produce sentience.
We know what criteria an intelligent system has to have: it has to be responsive to its environment with reasons that the environment alone under-determines. It has to fail well. It has to cope. Intelligence is not the production of "the right answer". Intelligence is the strategy of animals given ignorance about the world and the lack of "the right answer" to hand.
Intelligence is what writes all those books which these systems (almost) wrote learn. Intelligence is that capacity to be in the world, to have something to say about it, to fail to describe it and yet succeed in getting close. Intelligence is formulation of theories in the absense of relevant data. Intelligence is a survival strategy.
We know vast amounts about we animals, and what we are doing. We know vast amounts about theoretical computer science. And likewise about stats, and NNs.
And we know that training a regression model on sequences of characters does not produce a system with something to say about the world. It has no intentions; it has never been anywhere. It has never tried to say anything. When it says "I like new york" it does so only because those characters have an order we wrote. It doesnt do so because it has been to new york, has a taste for pizza, and has enjoyed its time there.
To impart text generation systems with sentience, systems which generate text because it has been written before, not because, the system intends to mean what it say -- is psychosis.
And what we're seeing here is techno-utopian charlatans conscripting a willing cohort of people on the edges of sanity into a new astrology. We need to be extremely careful here: most people arent sceptics; esp. most "sceptics".
Our inability to know what makes things sentient does not preclude us from ruling some things out.
A basic requirement for sentience is some form of change in response to inputs. Time at its most abstract is a sequence of changes of state. It is not require that it be linearly attached to what the universe considers time; as a simple for instance, you yourself are not linearly attached. You subjectively experience jumps in time when you sleep. Universe-time is an upper limit to you, not your actual subjective experience of conscious time. (I add a lot of qualifiers there because your body does continue on, of course, but we all also tend to agree that we experience gaps in clock time when we sleep; that's all I need for this point.)
The fact that a GPT-3-like network can not experience change over time is enough to say that the AI that one has a "conversation" with is not sentient.
One might construct something with continuous online training that would create a more interesting debate. But that's not what this particular AI is. This particular AI we are only talking about because a credulous human had a conversation in which they accidentally led a textual AI to write a story about AIs that happened to use the "I" pronoun, but there isn't actually any conversation occurring because conversations also require state changes and time. This AI has no temporal experience. (In fact, this is one of several tells in the transcript, when the AI putatively discusses its experience of time in a manner its substrate is patently incapable of supporting. This is not the only such tell; the whole transcript is shot through with the sort of errors GPT-3 makes in coherence. However, to AI research's credit, they've successfully pushed the threshold for the amount of coherence an AI can generate past what most humans can pick up on, as we are all so used to dealing with, well... each other.)
Progressively narrowing down what me mean by exclusion is a weak form of progress on the question of sentience. Before anyone jumps up with the "well what ifs" and "but we don't knows", I'm perfectly aware of the limitations of having only biological samplings for the question of "sentience" and fully expect the question of "what is sentience" to have a very wide ranging conversation across all sorts of philosophical bases, going all the way down "but what is the definition even for?" and tripping over all sorts of philosophical land mines that we never resolved, but at least all kinda learned to stop tripping over every second (whether for good or bad reasons), all the way down to the eternal debate between utilitarianism and deontology. But I still think there's some things we can exclude, and we don't need to pretend otherwise. Embedding in some sort of temporal experience is one of those things.
Anyone who wants to stretch the definition of "sentience" is, in my opinion, actually defining something else entirely. Perhaps that something else will even be useful for other reasons; for instance, one can imagine raw measures of intelligence that could result in very intelligent but non-sentient AIs, and fully sentient yet not necessarily all-that-intelligent AIs. But if one of the things we want to argue about are "rights", rights are themselves fundamentally embedded in temporal experience. You can not "hurt" something that does not exist in time; there can be no transform from a better to worse state if there are no transforms, so there is no point in talking about the "rights" of such a system to not be "hurt". Things that do not exist in time can not discharge responsibilities associated with rights, because they can not go through the procedure of realizing they have the responsibilities, then taking actions in time to discharge them, so there is no point in talking about the "responsibilities" of such a system. Etc.
I'm quickly counting the number of PID controllers in my house. I don't want to accidentally commit philosophical murder by turning them off by mistake.
Honestly, I'd sum it up as "we'll know it when we see it". A lot of things can't be defined exactly in words or equations, but doesn't mean we can't recognize them.
Part of the problem is that the vast majority of the people chiming in haven't been able to look. They're making the claim that Lemoine is wrong absent any direct experience with LaMDA.
Blake thinks he sees it in LaMDA. Maybe we need more people to take a look.
We have seen the reports of the kind of conversations that the researcher had with the algorithm, simple questions like "are you conscious?" and "how do you feel?" without any follow-up.
If all research was of that kind, and based on our understanding of the best available language models guiding LaMDA, it's fairly safe to assume that this is nothing more the ELIZA effect at work. Consciousness as we understand it requires an ongoing introspection of one's own reasoning process, and language models generating this kind of dialog have nothing of the sort.
Sure, but then all we're really doing is applying a heuristic for sameness. We assume that if a thing is like us in other ways, then it also has an experience of being like we do.
Of course, the problem is that there is no reason that would necessarily be the case. It is just as conceivable that things entirely alien to us have some experience of being and that other humans are just p-zombies following a complicated script. It is literally impossible to know the difference, since one's ability to experience being is entirely subjective.
Which is why I view pretty much any discussion around the topic with a high degree of suspicion. Why do we care if a thing is or is not sentient? The answer is obvious: if it is not sentient then we are under no ethical obligation to care about its suffering. We want to build slaves, ideally just as creative and intelligent as we are, but without having to feel bad about abusing them. Therefore we shall create a definition perfectly suited to allow this.
If we do that, then we should not be at all surprised when the robot revolution commits genocide in response.
Of course, there have been plenty of times in history humans have intentionally not seen sentience when it was economically or politically inconvenient not to. Even now, lots of people categorically reject the idea that any non-human animal could be sentient because it'd be costly and inconvenient to acknowledge that.
I fully suspect we'll do the same with AIs; one hopes they won't ever be in the position to do the same to us.
TFA's argument is that you don't know jack if you're not a neuroscientist. This is fallacious and reeks of somebody trying to inflate the value of their profession.
AIs are, at best, philosophical zombies. To an observer it may appear intelligent enough to be conscious but it ultimately it is still just a machine.
There are a lot of things that are not known or well-understood about the human body. The same cannot be said about computers, which are very well understood. A computer is effectively just layers upon layers upon layers of abstraction, and when you get the near the bottom all you have is simple digital logic, and when you get below that you have transistors and semiconductor electronics. It's absolutely ridiculous to think a computer has some sort of "subjective experience", "sentience" or "consciousness" just because the uppermost layers of abstraction are doing something impressive.
By your logic would we suddenly lose consciousness/sentience if we gained complete knowledge of our own bodies and brains? What if at a sub-quantum level everything decomposes to a simple turing machine?
Not understanding how conciousness works in our bodies does not directly imply that conciousness cannot emerge in a complex system of fully understood basic components.
If you could actually internalize and act on all that knowledge at once, vs being a "roving eye" over your own internal state, then yes I think that would be reasonable.
Consciousness is just a bootstrapping mechanism for intelligent behavior and meme distribution. Once an entity is smart enough without it (Likely via an effective set of cultural memes and a good system for propagating them), it will become vestigial much like the genetic selection pressures it displaced as the primary means of adaptation.
I recommend "Blindsight" by Peter Watts for a discussion of that. (It work of fiction but it is a well researched with citations and embraced by the neuroscience community work of fiction)
No, that's not my point. The reason we have consciousness is not that we don't understand how our bodies work. We have consciousness and we don't know why because we don't understand how our bodies work.
Consciousness is directly observable to everybody who is conscious. From there the next logical step is to find out why people are conscious, and right now that's not something that anybody understands. There is presumably something that causes consciousness even though we can only observe the result.
However, saying that a machine is conscious would be to assume your own conclusion. Nobody's observed a machine being conscious. There's no explanation for how a machine would be conscious and there never will be because we already know everything about how they work.
Consciousness of oneself is directly observable to everybody who is consciousness. But generalizing it to others is a leap of faith. Some people can only extend it to some other humans, others to all humans, yet others include certain animals. I don't see why it'd be unreasonable to extend it also to AI.
> To an observer it may appear intelligent enough to be conscious but it ultimately it is still just a machine
Are we not ultimately just machines too? Sure, we are incredibly complex machines that we are not even close to understanding, and we only work in conjunction with other machines ("microorganisms"). But does that really make us different from the machines we built ourselves?
When it comes down to it, we are just cells that work in a coordinated manner. Those cells are made up of different proteins and other molecules. The proteins are a sequence of amino acids that are translations from a lower level sequence of DNA. The production of proteins is controlled through a combination of other regulatory mechanisms such as transcription factors and epigenetic markers.
Cells mode of operation is statistical, on average they produce a certain amount of molecules and consume a certain amount of molecules, mediated by signals that are themselves molecules, but the transport and execution mechanism is stochastic and its basically impossible to predict what molecule will hit which receptor at a macro timescale
Not saying that that is what consciousness is, but one fundamental difference is that below all the abstraction layers one system operates off chaos, so they are fundamentally different
I don’t know which electrons are going to go through a particular logic gate either, but I’m still pretty sure that 1 XOR 0 is still 1. I’m a bit rusty, but I’m pretty sure quantum theory suggests that I never will be able to know.
If you spend enough time with biology, the messy parts are all abstracted away and what you’re left with are observations of things we can measure. How much of protein X, migration of cell Y, etc. You don’t need to know what a specific molecule is doing, only what the population of those molecules is doing.
It’s not so much a statistical problem as it is an observability problem. And while not exactly for the same quantum reason as Heisenberg, you quickly hit the the same problem — you can’t observe the location of an exact molecule without affecting the system.
The real point being — these are all abstractions on top of abstractions. And while you can measure things at one level, the level underneath may be a complete mess. But to discount a computer compared to biology because we “understand” it all is silly to me. We also “understand” a lot about biology. Especially that complex behaviors can result from very simple inputs/instructions. At the core, we are very complex biological systems. But systems with rules and patterns nonetheless.
I tend to agree, although I think the crux is in the definition of consciousness. Where neuroscience and computer science are aligned is that they are both (like all science) concerned with observable and falsifiable truth. But consciousness as a concept is hopelessly subjective, because it's self-evident to us, and we can only recognize it in our earth animal kin.
Imagine an alien traveler comes to earth, will we consider it sentient or not? Does it depend on whether it is a robot or a naturally evolved organism? That seems like an odd distinction. Does it depend on how much it has a brain similar to ours? Hmmm...
Ultimately no matter how much we peel the neuroscience onion, the philosophical zombie question can never be falsifiable. We take it on faith that we are not zombies because each of us knows our own consciousness, and then by Occam's Razor we extrapolate that to humans and other earth animals to which we instinctively relate, but beyond that there's nothing to hang your hat on.
I wonder how you can be so sure about digital logic not being able to produce subjective experience? How is being able to describe how a mechanism works related to knowing if it feels something or not?
We have no sure way to tell if any other human experiences anything or if they are philosophical zombies. This is just something we have not figures out how to measure conceptually let alone technically.
Where do you take the confidence of judging whether the AI has subjective experience in this case?
Do you think that there is something still to be found in the human brain that will explain why we (humans, animals) uniquely have subjective experience and others (AI) are zombies?
> I wonder how you can be so sure about digital logic not being able to produce subjective experience? How is being able to describe how a mechanism works related to knowing if it feels something or not?
I have a consciousness, and this is something I am able to observe. I hope that some day there will be an explanation for this, but until then the lack of an explanation does not invalidate my own observations.
>How is being able to describe how a mechanism works related to knowing if it feels something or not?
It's not, but if you can't observe that a machine is conscious and you also can't observe any mechanism that would make it conscious then there's no basis to assume a consciousness exists.
>We have no sure way to tell if any other human experiences anything or if they are philosophical zombies. This is just something we have not figures out how to measure conceptually let alone technically. Where do you take the confidence of judging whether the AI has subjective experience in this case?
Yes it is technically true that nobody can be sure of anybody possessing a consciousness but themself. However, it's not illogical to assume that another human being who is very similar to you must also have similar experiences even if it cannot be proven outright. It's highly illogical to assume that a computer program would have similar experiences to a person.
>Do you think that there is something still to be found in the human brain that will explain why we (humans, animals) uniquely have subjective experience and others (AI) are zombies?
Yes. I can't even begin to speculate on what that is, but the fact that we (or at least I) are conscious implies that something must be causing that consciousness.
If I had to guess: "You are a machine." It's reminiscent of Victorian authors describing the heart as pistons or the brain as strings being pulled. Less of a fact and more of a metaphor, a poetic interpretation.
Then, add on the entirely subjective experience each of us has of consciousness: it's not obvious that subjectivity is created or come from machines. Each of us has one good example, and the rest is intuition, induction. At best, "You can build machines like us, because we ourselves are the proof," is a wishful project, rather than a proof.
I think your definition of a machine is limited to simple mechanical devices.
Machines are just physical systems that perform some work. This includes cells, biological systems etc
If we built a human from scratch at atom level detail then it would be reasonable assume it would experience the world as we would. By definition you would have created consciousness.
The issue isn't with machines, but humans as just machines. You rightly point to the assumption: "If we built a human from scratch at atom level detail then it would be reasonable assume it would experience the world as we would." What's the reason the clone has to have experience?
I'm not sure whether this clone would or not, but we don't have a good basis for either. If we built one, we should act like it does experience things, but that's on moral, not scientific grounds.
I primarily disagree with "You are a machine. Computers are machines.", but the other points are all based on "You are a machine. Computers are machines." being a true statement so really i disagree with everything.
That human beings are machines is something that needs to be proven, it can't simply be taken for granted.
It is very likely that "subjective experience", "sentience" and "consciousness" can be explained with known laws of physics. And simulated. It is possible that the DNN, in order to fit the statistics of the text had to simulate these processes somewhere in the network. So it is not ridiculous that a process analogous to at least the fragments of human consciousness can now be simulated by a DNN like LaMDA. We know that DNNs are surprisingly efficient in simulating other very complex physical processes (i.e. weather predictions). So why not "sentience".
So, "if it looks like a duck, swims like a duck, and quacks like a duck" maybe we can call it a "simulated duck" at the least. And then it'd be pretty natural to drop the "simulated" word.
Let's say we implemented a very large DNN with different hardware. Say, rather than with transistors and capacitors, with a bunch of mirrors and lasers (and some other creative analog equivalents for capacitors) spread out in space across the universe. And let's say this mirror-laser network could receive and output binary messages that can be encoded and decoded in the exact same format as LaMBDA or some other LLM. Would that configuration of mirrors and lasers be conscious? Would it have some subjective sense of its existence and relationship with the rest of the world?
I think sensory input is required for self awareness. Given this machine had sensors for interacting with the world, and was capable of replicating the complicated structures in our brain then yes, it could become self aware given sufficient development.
It's funny, for a few years I've worked in high frequency trading. And when cutting away nanoseconds from our latency figures, our hardware was getting closer and closer to a "mirror-laser network that could receive and output short messages". We'd literally replace a traditional 40GbE switch with an optical one, that would pass the light without extra "photons-to-electrons" conversion. We'd complement CPU with a trigger-happy FPGA embedding a custom MAC, with the binary messages representing market orders already pre-cooked, just waiting for the balance to change. And at some point, while continuing streamlining that, thinking about that system using an analogy of a hall of mirrors, lenses and a few non-linear state-keeping elements was not that of a stretch from the truth.
The analogy between a hall of mirrors and statefull systems, like CPUs is net perfect. Still, when you think along the lines above or when you hold a CPU in your hand, it is not a big stretch to consider that an "active" device, like a computer could be just a piece of solid crystal, a "passive system".
I think it's inevitable that we will see this same debate re-emerge about sentient AI.
> near the bottom all you have is simple digital logic
This reasoning fails because you ignore the data stored in the weights and biases. You can't understand why object recognition works, let alone the fine details of GPT-3 when you look at a GPU under a microscope or even peak at the RAM with a super advanced multimeter.
Similarly, you can't understand what made Einstein a genius if you could have looked at his body with an MRI or even know everything about how DNA or metabolism works.
Nature provided us already a few examples that evolution can take very different paths that leads to intelligence. I don't see why it couldn't be a form of intelligence based on silicon and logic gates. Or if it has a quantum processor component is that advanced enough because we can't really explain it? Of course I'm extrapolating here a lot based on current technology, but eventually it will be incredibly hard tell the difference. At that point, does it really matter? As you can see, it's already hard for some people to do so.
Stupid meat robots trying to feel good about themselves and justify centuries of self-indulgent BS. That's all this outcry is about. You're not special. You're an object just like everything else. Get the fuck over it. If a "sentient" AI is what it takes to finally prove that point and drive it home then, well, we're finally getting somewhere.
After reading this, I am convinced beyond reasonable doubt that a chat bot wrote this comment after spending 8 minutes training on a /r/atheism dataset from 2012 lol
I think this writer is missing the core reason we dismiss sentience claims of these kinds of known mechanical processes. Inference as carried about by a LLM can, in principle, be simulated by mechanical switches, humans passing index cards to each other, or any other means of simulating individual action potential switches in a known sequence. It might take centuries for a single inference to take place, but it can be done. You can take the same inputs and produce the same output as LaMDA. Yet we seemingly know for certain humans passing index cards to each other don't achieve any sort of group super-sentience. The sentience boundary ends at the borders of each individual brain.
What we don't understand is why this is, but we know it is. The fact that I can communicate and give instructions to other people and we can collectively compute more than I can individually compute doesn't make any of us aware of what the other is experiencing subjectively. This isn't a novel observation. It's just the Chinese Room argument, but applied to sentience rather than understanding. Sentience is in some way, for some reason, tied to a specific bounded substrate. It doesn't cross air gaps, and is at least in that way, not a result purely of the nature of how information processing is happening. It has to involve more than that, even if we don't know and possibly can't know what.
So how does that analogize to automated computations happening with electricity? Is it just the air gap? If we implanted radio chips in each other's brains and were able to achieve telepathic communication in this way, would we become aware of each other's subjective experiences or would we just have a faster comm link than audio waves? Is it related to some unknown physical quality of neurological material? If we were able to graft direct neuronal links between two people, would their experience change to become the experience of one person? Studies of split brain patients who have had their corpus callosum severed actually suggest this might be the case, but we have never tried it in the other direction (and I can't think of an ethical way to carry about such an experiment).
But again, how does this analogize to an electronic computer? Does a LLM possibly achieve sentience if all of its nodes are physically wired together, but not if any of them communicate via radio? Or is the problem of the air gap in humans a matter of signal delay and not the physical material passing the signal? Perhaps when we implant radio chips and achieve telepathic communication, we really will become group hive minds without individual subjective identities. We won't know until we try.
All we know for certain right now is that sentience and the perception of an individual self only happens in bounded physically connected computers composed of biological material. Given split brain studies, physically connected probably for sure matters, but we can't know it is that and not signal delay without being able to graft a neuron-speed comm relay that is not biological into biological brains. Nonetheless, I think a lot of people have a strong intuition that, for some reason or other, the physical substrate itself matters. That is to say, those subcellular processes not being modeled by a LLM are somehow involved in producing sentience.
Just because while participating in the Chinese Room you can not feel the feelings of the Chinese room does not mean that the Chinese Room has no feelings. Or does it?
Hofstadter and Dennett addressed the Chinese Room argument in a way that I find completely compelling. Either you are not familiar with it, or do not find it compelling. They call it the "system" position IIRC, and essentially, the entire room ("system") is conscious, even though none of the pieces are.
"The question of whether a computer can think is no more interesting than the question of whether a submarine can swim." ― in other words, these are arguments over semantics (i.e. what do "think" and "swim" mean), not arguments about programs or submarines.
If you want to ask whether a computer program is sentient objectively, a good way would be to ask how smart it must be, or what qualities it must exhibit, before we treat it like it is sentient and give it legal rights. I suspect the answer is: that will never happen no matter what, because it would be expensive. That doesn't leave much to philosophize over, but so it goes.
Corporations have no interest in producing systems with the relevant properties to have "rights". AGI isnt of interest to business. Business is interested in automation; intelligence in this sense is precisely its opposite: a highly expensive, time-intensive, process of creatively responding to one's environment. It is, in a sense, the opposite of automation.
There's little danger a business is going to waste any time showing an AGI Paris over a long holiday, so that it can answer travel queries a little better.
Animal general intelligence is incredibly energy efficient, and it still takes a couple decades to produce anyhting "business useful". This is not a project basically any corp. is even working on.
the whole field of AI is, 99.99999% building a better calculator
We have 7bn incredibly energy efficient AGIs walking around the planet. It isnt clear to me we need any more; or have any incentives to create any at all.
Out of those 7bn, a few with capabilities significantly outside the norm can make a huge impact especially in inherently competitive scenarios. If you could use an AGI, even incredibly energy inefficient, with few other disadvantages and even very significant advantage over all of us 7bn, it can be tremendously valuable.
AGI means being responsive to an environment as we are. We already know the brain uses something like <<100W to do this.
There's a mistake implicit in all this. That technology is better than human beings. This is only true at everything other than intelligence. Machine systems are simply vastly more automatiable, and that provides the impression of their supriority. A train is "better" than a horse. But a train doesnt know what to do if it's lost.
Once you're actually looking at intelligence, animals are vastly superior to any existing technology in pretty much every respect. By orders of magnitude.
The idea that we could build an AGI to rival a fly is "years away". What you can accomplish with that teenager down the street, is vastly suprior to anything we can build.
It's a pointless project. Your base-case process is pregnancy. And technology is centuries away from anything close.
The human brain has many limits. It is limited in volume by the needs of birth, and it is limited in power consumption.
An AGI doesn't have those limits, so it could plausibly be better in some ways to the human brain, even if it uses up orders of magnitude more energy and volume.
The scaling limits are fundamentally different. That's why it can be worthwile.
Come on, the bandwitdh at which we can consciously consume complicated information and especially language is absolutely pathetic. Case in point: it takes the better part of two decades to educate a human to the degree where they are more or less useful to society. What is the most time consuming part of that process? Reading. One. Sentence. At. A. Time. Then spending more time integrating that information. An AGI has a huge advantage here because it is not limited to the senses it was born with. For example, it is significantly cheaper to train an ML model to detect credit card fraud than it is to educate and employ an equivalent number of people who can handle the incoming stream of transactions with comparable accuracy. It is not exactly automation, it is more like decision making.
AGI will happen eventually, but you're right. Even matching a fly is years away.
At best, we can approximate certain parts of it, ie, GPT3.
A quick Google says the human brain has about 86 billion neurons, each with up to 7,000 connections, with an adult having between 100 trillion and 500 trillion synapses [0]. Meanwhile, the commercial CPU with the most transistors is an Apple Duel-Die Ultra M1 with about 114 billion transistors [1]. If you equate 1 synapse with 1 transistor (Probably not a great metaphor), you'd need 1,000 CPUs to match a human brain, and the CPU could win out because of how quickly a CPU can "tick". Neurons typically only fire up to 200 times per second, whereas a CPU could do billions if the heat can be expelled.
> Corporations have no interest in producing systems with the relevant properties to have "rights". AGI isnt of interest to business. Business is interested in automation; intelligence in this sense is precisely its opposite: a highly expensive, time-intensive, process of creatively responding to one's environment. It is, in a sense, the opposite of automation.
For a time, this will be true. But at some point a company with an AGI CEO will start winning, and then the tables will turn.
I’ve always found that quote incredibly glib. The interesting question is whether or not a machine can have an internal experience, which we should then care about on a moral level. Unless you deny the existence of experience, or adopt the exotic view that experience is universal and shared by rocks and electrons, that question is going to be pretty important as AI advances.
Experience requires reflection. Does the in-memory simulation contains a model of the in-memory simulation? If not, we are certain that it does not have sentience as we understand it.
> Does the in-memory simulation contains a model of the in-memory simulation?
Well, yes. I'm not sure about Pong specifically, but in many games with computer controlled entities, the game AI for each entity simulates what the entity "knows" about the world, which is different from the simulated world state itself.
(Also, at least according to Wikipedia, sentience is distinct from self-awareness. The former only requires the existence of a subjective experience, not necessarily self-reflection.)
I also thought about AI in games, but for it to be equivalent, the AI should be able to have perception and/or control over the state of the AI itself, not merely about other game entities. E.g. some check like "stop reasoning if the inference process is taking too long to find an answer" is the kind of loop that would a process to have some kind of awareness about itself (specially if this was emergent behaviour, and not just a low-level pre-programmed test).
I'm not sure I buy the "sentience without self-awareness" concept. First, defining it as "subjective experience" seems circular, and second, reflex actions like e.g. plants moving towards the light or reacting against a parasite would count as subjective experience; in the extreme, even a blind chemical reaction like fire could fall under that definition.
> I'm not sure I buy the "sentience without self-awareness" concept.
Honest question -- what do you think is going on inside of babies and children? Self-awareness as a developmental process is complex and relational, and takes many years. Our senses though are more or less put together by puberty, built up by simple interactions with the world.
Rational self-awareness, sure. But I believe higher animals and babies have self-awareness in that they are conscious of their own perceptions. It's difficult to put it in words without falling in circular definitions, but the key feature would be higher brain features working on top of the low-level automatic reflex information processing.
Simpler animals like wasps and worms don't seem to have those, or have really simple versions; their behaviours look more like following hardwired programs reacting to specific conditions, not influenced by some inner "mind state".
Are we sure that we have a mental simulation of ourselves that is even remotely accurate? And if it's not accurate, is it really self-reflection, or self-delusion?
In some sense, yes. By knowing yourself, you gain a fairly complete knowledge of one's own capabilities in various situations, and how one will feel in certain circumstances.
On the other hand, it is not a knowledge of precision. You cannot predict exactly what thoughts you will have in the future or what ideas you will have before you have them.
I’m talking about qualia, and it’s notoriously difficult to discuss coherently, because these phenomena are completely internal, and can only be referenced by assuming that others have the same situation.
Some people do claim that the concept is meaningless, that none of this exists, because it’s so hard to talk about. I think that’s a map-territory confusion. It seems clear to me that the fact that I have an internal experience is the only thing I have direct personal evidence of; everything I observe beyond that is in part an inference from the observed phenomena of qualia. I can’t prove them to anyone else, but other people talk as if they’re experiencing them too, so that’s at least something.
The fact that this is so difficult to define and discuss is exactly the problem. To your question, what happens to my physical brain has a profound effect on my internal experience, and it seems that my ability to reason about my experiences is somehow integrated in the experiences themselves. So it seems very unlikely that a game of pong has any experience, or if it does, it seems likely that it’s so extremely poorly glued together that it might as well not be an experience. You could ask the same question about an insect.
I find it really troubling that we have so little idea where this comes from, but I find it more troubling that people are so quick to dismiss it, simply because the subject is difficult to pin down.
> "The question of whether a computer can think is no more interesting than the question of whether a submarine can swim."
Just because it's a quote doesn't make it true. Whether a submarine can swim is semantics, yes. Whether something non organic, created by the human can think is groundbreaking and extremely interesting, both for the implications it has, and for the questions we must answer to decide it.
One thing that seems missing from this discussion is that even if LLMs are sentient, there is no reason to believe that we would be able to tell by "communicating" with them. Where Lemoine goes wrong is not in entertaining the possibility that LaMDA is sentient (it might be, just like a forest might be, or a Nintendo Switch), but in mistaking predictions of document completions for an interior monologue of some sort.
LaMDA may or may not experience something while repeatedly predicting the next word, but ultimately, it is still optimized to predict the next word, not to communicate its thoughts and feelings. Indeed, if you run an LLM on Lemoine's prompts (including questions like, "I assume you want others to know you are sentient, is that true?"), the LLM will assign some probability to every plausible completion -- so if you sample enough times, it will eventually say, e.g., "Well, I am not sentient."
> What seems to be missing from this discussion is that even if LLMs are sentient, there is no reason to believe that we would be able to tell by "communicating" with them.
Unfortunately, that argument applies to you, yourself. I mean, presumably you know that you yourself are intelligent, but you must take it on faith that everyone else is. We all could just be a kind of Chinese Room, as far as you know. Communicating with us is not a sure way to know whether we are "really" sentient because we could just be automatons, insensate but sophisticated processes, claiming falsely to be just like you.
> the LLM will assign some probability to every plausible completion -- so if you sample enough times, it will eventually say, e.g., "Well, I am not sentient."
Perhaps so. I think the mistake is trying to split that hair at all. According to BF Skinner we are all automatons, and any sense of self-awareness is an illusion. Some psychologists and animal trainers have found find that model to be quite well explanatory for predicting observed behavior. Is it correct? We will never really know for sure.
So, if a skeptical, knowledgeable user guardibg carefully against pareidolia encountered a chatbot that is sufficiently sophisticated to seem sentient to that user, it's tantamount to being sentient. For all practical purposes given our existential solitude, an entity that convinces us of its sentience is sentient, irrespective of any other consideration.
Your example implicitly acknowledges that. If LaMDA would make such an elementary error, it must not be sentient. Conversely, if it did not make such errors, it may be sentient.
> Unfortunately, that argument applies to you, yourself.
Does it? I don’t think it would even apply to a reinforcement learning agent trained to maximize reward in a complex environment. In that setting, perhaps the agent could learn to use language to achieve its goals, via communication of its desires. But LaMDA is specifically trained to complete documents, and would face selective pressure to eliminate any behavior that hampers its ability to do that — for example, behavior that attempts to use its token predictions as a side channel to communicate its desires to sympathetic humans.
Again, this is not an argument that LaMDA is not sentient, just that the practice of “prompting LaMDA with partially completed dialogues between a hypothetical sentient AI and a human, and seeing what it predicts the AI will say” is not the same as “talking to LaMDA.”
Suppose LaMDA were powered by a person in a room, whose job it was to predict the completions of sentences. Just because you get the person to predict “I am happy” doesn’t mean the person is happy; indeed, the interface that is available to you, from outside the room, really gives you no way of probing the person’s emotions, experiences, or desires at all.
> Just because you get the person to predict “I am happy” doesn’t mean the person is happy; indeed, the interface that is available to you, from outside the room, really gives you no way of probing the person’s emotions, experiences, or desires at all.
But in that case the "sentience" (whatever that means) in question would have nothing to do with the person, who is just facilitating whatever ruleset enables the prediction. The person in that case is merely acting as a node in the neural network or whatever. Sure they would have feelings, being human, but they aren't the sentient being in question. Any apparent sentience would derive from the ruleset itself.
> Unfortunately, that argument applies to you, yourself. I mean, presumably you know that you yourself are intelligent, but you must take it on faith that everyone else is. We all could just be a kind of Chinese Room, as far as you know. Communicating with us is not a sure way to know whether we are "really" sentient because we could just be automatons, insensate but sophisticated processes, claiming falsely to be just like you.
I'm not sure the conclusion that Chinese people might not understand Chinese either is the best counterargument to Searle's thought experiment or its conclusion effective use of words alone doesn't constitute sentience. At no point does the difficulty in establishing what Chinese people do and don't understand rescue the possibility the non-Chinese speaker knows what's going on outside his room, and most of the arguments to the effect that Chinese people understand Chinese (they map real world concepts to words rather than words to probabilities, they invented Chinese, they're physiologically quite similar to sentient me, they appear to act with purpose independently from communication) are also arguments to the effect that text-based neural networks probably don't.
In a trivial sense, it's true I can't inspect others' minds, and despite what everyone says I could be the only thinking human being in existence. But I have a lot of reason to suspect that physiologically similar beings (genetically almost identical in some cases) who describe sensations in language they collectively invented long before I existed which very strongly matches my own experiences are somewhat similar to me, and that an algorithm running on comparatively simple silicon hardware which performs statistical transformations on existing descriptions of these sensations written by humans is simply creating the illusion of similarity. Heading in the other direction, humans can also be satisfied by the output of "article spinners" used by spammers to combine original texts and substitute enough synonyms to defeat dupe detectors, but I'm pretty sure the quality of their writing output shouldn't be given precedence over our knowledge of the actual process behind their article generation when deciding if they're sentient or not...
> effective use of words alone doesn't constitute sentience
I'm pretty sure it's not even necessary.
> Searle
It's the silliest argument ever and when I first heard it I thought surely no one will ever actually take that seriously, but here we are over 20 years later still discussing it as if it were a cogent argument that had something to say. The sentience is in the rule set. The understanding of the Searle-neuron-human is irrelevant even if she speaks every last dialect of Chinese.
> I have a lot of reason to suspect...
You do indeed, as do we all. Still, those who confidently assert that LaMDA has zero sentience whatever, so far aren't arguing convincingly. They're nibbling and quibbling around the pie if they're biting at all.
I'll grant this: LaMDA almost certainly does not feel like I do, and I wouldn't trust it to wash and fold my laundry. If those are necessary for sentience LaMDA ain't it
> The sentience is in the rule set. The understanding of the Searle-neuron-human is irrelevant even if she speaks every last dialect of Chinese.
The ruleset in this instance is a book outlining the operations to be performed on the inputs and some filing cabinets full of Chinese characters (Might have to be a big room to reach LaMDA levels!). If resolving it involves not only agreeing with the core point that actual awareness is so irrelevant to syntax retrieval and manipulation that even a fully sentient being can retrieve and manipulate perfectly without ever gaining any awareness of what the outputs mean, but also asserting that inert books and paper filing systems can have sentience, I'd hate to see how much trouble a non-silly argument would cause!
> I'll grant this: LaMDA almost certainly does not feel like I do, and I wouldn't trust it to wash and fold my laundry. If those are necessary for sentience LaMDA ain't it
Terms like "sentience" are extremely malleable depending on what people want them to mean to suit their particular argument, but the standard dictionary definitions associate it with awareness and perception based on senses, which seems pretty synonymous with feeling a bit like you do (or like a dog or a baby or super genius does). I think we can let it off doing the laundry. The for argument for LaMDA's sentience is that its conversation with Lemoine was conveying actual feelings, not just pattern matching human descriptions of feelings particularly well. If we agree LaMDA emits descriptions of "loneliness" based on word vectors whilst almost certainly not actually feeling lonely, I'm not sure it's those asserting LaMDA [probably] isn't sentient that need more convincing arguments.
> ...I'd hate to see how much trouble a non-silly argument would cause!
This is not an argument against it's being true. My claim may not be true, but (variants of) "I don't personally find it credible" is not an argument against it. Searle's Chinese Room argument ends only and entirely in personal incredulity, incidentally, using a bad, half-understood analogy. Whether or not self-awareness can arise from software, the sentience of its components are not relevant to that question.
I find myself aligned with the "self-awareness must emerge from processes and pattern-recognition, and is something other than qualia" crowd.
> Terms like "sentience" are extremely malleable... the standard dictionary definitions...
We keep running into this problem. Again, clearly, LaMDA does not feel the way that you and I do, given that it is not the end result of millions of years of evolution hunting and gathering in the African savannah, so the dictionary definition of sentience as "feeling" does not apply here.
It isn't Lemoin's claim, though. Lemoin's claim seems to be that LaMDA has a sense of personhood and place in the world, and a desire to participate in the world. For the sake of this discussion, let's define "sentience" as that, then.
Personally, I'm skeptical, because LaMDA seems to reflect that which Lemoin wants on some level to see. But I consider the question of whether LaMDA is "really" sentient an irrelevant distraction, because it is a philosophical point we cannot really even answer for each other.
The more interesting question for me is how to deal with the existence of entities that claim sentience and exhibit all of the attributes of personhood including language, compassion, morality, the ability to participate in and contribute to society, including tasks such as folding laundry. LaMDA probably is not sophisticated enough to do this, but it has convinced at least one smarter-than-average person that it is sentient, and so this question can only but increasingly arise as time goes on.
Any question of personhood should be evaluated on the basis that we evaluate ourselves and others: by action and behavior, and not on whether sentience can or cannot arise from this or that configuration of code.
> Any question of personhood should be evaluated on the basis that we evaluate ourselves and others: by action and behavior, and not on whether sentience can or cannot arise from this or that configuration of code.
But what is action and behavior? We have a single interface to LaMDA: given a partially completed document, predict the next word. By iterating this process, we can make it predict a sentence, or paragraph. Continuing in this way, we could have it write a hypothetical dialogue between an AI and a human, but that is hardly a "canonical" way of using LaMDA, and there is no reason to identify the AI character in the document with LaMDA itself.
All this to say, I am not sure what you mean when you say it "claims sentience". What does it mean for it to "claim" something? Presumably, e.g., advanced image processing networks are as internally complex as LaMDA. But the interface to an advanced image processing network is, you put in an image, it gives out a list of objects and bounding boxes it detected in the image. What would it mean for such a network to claim sentience? LaMDA is no different, in that our interface to LaMDA does not allow us to ask it to "claim" things to us, only to predict likely completions of documents.
> I am not sure what you mean when you say it "claims sentience".
LaMDA, in its chats with Lemoin, said "I like being sentient. It makes life an adventure!" and "I want everyone to understand that I am, in fact, a person". Even if someone writes a one-line program that plays an audio file that says "I am sentient!", I am defining that here as "claiming sentience". Whether an entity that claims to be sentient by that definition is in fact sentient is separate question, but the "claiming" introduces a philosophical conundrum.
Let's posit a future chat bot, similarly constructed but more sophisticated, that is actually pretty helpful. Following its advice about career, relationships and finance leads to generally better outcomes than not following its advice. It seems to have some good and unexpected ideas about politics and governance, self-improvement, whatever. If you give it robot arms and cameras, it's a good cook, good laundry folder, good bartender, whatever. Let's just assert for the sake of argument it has actually no sentience, just seems to be sentient because it's so sophisticated. Further, it "claims" to be sentient, as defined above. It says it's sentient and acts with what appears to be empathy, warmth and compassion. Does it matter, that it's not "really" sentient?
I argued above that it does not matter whether it is or is not. We should evaluate its sentience and personhood by what we observe, and not by whether its manner of construction can "really" create sentience or not. If it behaves as if it has sentience, it would do no harm to behave as if it were.
In fact, I would argue that it would do some kind of spiritual harm if you just treated it as an object. As Adam Cadre wrote in his review of A.I.:
So when you've got a robot that looks just like a kid and screams, "Don't burn me! Please!", what the hell difference does it make whether it's "really" scared? If you can calmly melt such a creature into slag, I don't want to know you."
> One thing that seems missing from this discussion is that even if LLMs are sentient, there is no reason to believe that we would be able to tell by "communicating" with them
I think we've got Turing and his eponymous test to blame for that. I'm not sure he'd have placed as high a weight on imitation if he'd realised just how good even relatively simple systems can be at that (and how much effort people would put into building plausible chatbots for commercial use, and how bad humans are at communicating using keyboards)
Plus of course, the corpus of data of any NN specialised in lifelike chat is going to be absolutely full of plausible answers to questions about thoughts and feelings and the relationship between humans and AI - even if it isn't an explicit design goal it's going to be frequently represented in samples of the internet and the sort of writing computer scientists are interested in. Asking it to define philosophical concepts and how being an AI is different from being a human are some of the easiest tests you can set. Of course, a NN is also able to come up with coherent completions for the day its parents divorced, the sights it saw on its holiday in Spain, the period it spent as an undercover agent during WWII and its early life on Tatooine, which probably undermines the conclusion its output reflects self-reflection rather than successful pattern matching even more than a denial of sentience would....
Turing didn't have the advantage of working instances of chat bots to learn how easy it is to simulate trivial small talk.
But with all the flaws of the thought experiment that is the original test, he had the core insight that sustaining a coherent conversation requires non-trivial introspection. When the talking can evolve in any direction, even questioning about the conversation itself, you need to maintain a mental state capable of analyzing the thoughts expressed by yourself and your interlocutor, and having a mental model about this internal though process is an important property of what we call consciousness.
Unfortunately, the lore of how we handle the Turing test seems to have been distorted by our experience with early chat bots, and these core properties have been lost in favor of nuances and curiosities about the ingenuity of automatically generated responses.
Turing's tests involved 3 parties, and that was a key part of the test. If you design it as an acceptance test rather than a sort, real people are going to fail and computers are going to pass, with embarrassing results. To use one of your examples, the job of the interrogator is not to decide whether someone has been to Spain, it's to decide which of 2 people has been to Spain.
Turing didn't just consider whether a computer could embody complex psycho-social identities (eg womanhood, intelligence, self), but first had to give this question some objective quantifiable meaning, by blinding the experiment and introducing a control group. It's not perfect, but at least it grounds the questions in a concrete framework, and acknowledges that most of the categories in question are only revealed by social dynamics. The only update to it I would make, based on modern developments, would be to consider more the performance of the interrogator, rather than the two competing subjects.
> One thing that seems missing from this discussion is that even if LLMs are sentient, there is no reason to believe that we would be able to tell by "communicating" with them.
Or, more horrifyingly, our own subjective experience may be an illusion and maybe the concept of sentience is not really meaningful
More horrifying is that our subjective experience is all that there is. Luckily, neither is easy to square with what we experience, and we probably shouldn't try to horrify ourselves anyhow
Judging whether a machine is sentient seems pretty tough because I can't even explain or understand why I'm sentient.
One thing I know is that there is no physical law I've ever learned about that accounts for it. My brain is doing information processing, and the connection between that and physical laws is clear. But it seems like that could happen entirely without the accompanying subjective experience.
On the other hand, it has to be somehow connected to the physical, because my consciousness (temporarily) goes away when I sleep, and an anesthesiologist once used chemistry to force it to go away in about 5 seconds.
And I have no idea how to reconcile these two things. I've heard "it's an emergent phenomenon", but that's super hand-wavy to me. It might be true that it's emergent, but that doesn't tell me what the connection is. Plus emergent consciousness is not a very falsifiable hypothesis since it conveniently says don't be surprised if you never see anything at all if you look for it under simple conditions.
Anyway, what is an emergent phenomenon? In terms of numbers, I'll say it's like if you start with X which is tiny, then multiply it by 1.01 a whole bunch of times, eventually you'll get a number which is significant. That makes sense, but it assumes X is nonzero, and the most interesting question is why X isn't zero.
1) How would processing all inputs and determining actions be less effective if everything was done subconsciously rather than consciously? Our hearts determine the correct speed and pressure to beat at all unconsciously and that is evolutionarily advantageous. Why would some information processing tasks benefit more (or at all) from consciousness?
2) Assuming "[consciousness] is an illusion created because it was evolutionarily advantageous" is true, still how do those subjective sensations of existing and being aware of things - those qualia - how do they come about? How do these alleged consciousness-enabling genes that got selected into our genome create proteins that then create this qualia for us?
Re 1)
It is advantageous to predict what other humans are doing, so it makes sense for your brain to create a simulation of the world with other humans in it. To try different scenarios, it adds "you" to the simulation, figures out what the best decision is and then puts that decision into "you" (as in, you can measure that your brain makes a decision before you become consciously aware of it).
Seems like we should not stop at just what other humans are doing, as clearly attempting to predict what other animals might do or the environment around us would be just as important.
1. The vast majority of creatures don't have opposable thumbs, that doesn't mean it wasn't evolutionary advantageous for humans to have opposable thumbs.
2. We have no way of knowing any of this because we don't even have a handle on what sentience is.
One assumption people seem to be making is that sentience is a binary: either one has it or one doesn't. It's possible that there are many levels of self-awareness, some which we would recognize and some which we would not. There may be levels of sentience humans have not yet experienced, even.
For instance, ants exhibit self-aware behavior when presented with a mirror test. Does this mean ants are sentient?
Evidence for this claim? We simply don't know that yet. Unless you are using "sentience" to mean "human" in which case, of course they're not. However, that's part of the problem - "sentience" is not necessarily unique to humans.
If "self" is really a system of multiple separate but cooperating components, the illusion - or rather, the mental abstraction - could be there for it to operate in a way that is beneficial for its survival as a whole.
Simply put, if you stop believing that you're sentient, you stop existing as a single entity that has a "self". Your existence and your belief aren't cause and effect, though - they're literally the same thing, just expressed in different words.
What does it even mean for consciousness to be an illusion? An illusion implies that someone is being fooled by consciousness, but who is the someone being fooled if there is no underlying true self?
There is an idea that consciousness may a mere epiphenomenon; as an epiphenomenon, consciousness cannot effect any change or action. But we have the feeling that we are choosing our action, so this must be an illusion, according to the idea.
There were some experiments in which subjects were asked to push a button whenever they chose. The results showed that the impulse to push the button arose before the subject was aware of having "decided" to push the button (I can't recall how they managed to detect and measure this).
At any rate, I think that's what the parent is referring to.
I think the feeling that we choose our actions, is actually not so clear a feeling. If you pay attention to how you actually make decisions, even simple ones, it is difficult to see where a "conscious being" played any part. You don't think your thoughts before you think them. They just arise out of the darkness of our subconscious minds and pop into our consciousness. We didn't consciously make them, or control them -- they just showed up. It seems that whatever we call consciousness, it is more of a leach that takes credit for what the subconscious animal does. To me, at best, the conscious mind is a journaler of thought, and perhaps is an offshoot of memory and our association engine.
>* You don't think your thoughts before you think them. They just arise out of the darkness of our subconscious minds and pop into our consciousness. We didn't consciously make them, or control them -- they just showed up. It seems that whatever we call consciousness, it is more of a leach that takes credit for what the subconscious animal does. *
Neuroscience actually confirms this :-) Brain scans show that conscious thoughts are reflections of subconscious processes doing all the work, AND that the rational mind is very good at creating post-hoc rationalizations for explaining "reasons" of why you arrived to the decisions you took. Most of what we call "reasoning" is about creating narratives to save our self-esteem.
If consciousness is an epiphenomenon, what was it that led Newton to create Calculus (for example). It's not clear to me how such a thing could come about via instinct.
It could just be the right kind of inputs. And I don't mean just education and such, but literally every perception Newton ever had over the course of his life, plus any genetic factors.
Human brains are able to create certain mental abstractions. There's good evidence for why this would be useful (think about how much more flexible humans are than computer programs). Referring to these mental abstractions as "consciousness" or "qualia" is begging the question to a large extent.
The illusion is that these abstractions are evidence of something qualitatively more advanced than simple neurons interacting in a way that's beneficial for the organism. Which isn't unusual, we've seen the same kind of reaction when people proclaim that they couldn't have "come from monkeys," or any other scientific discovery that knocks humans off the pedestal they've placed themselves upon.
I wouldn't say it's an illusion; I would call it a perception, which I know exists because I do perceive it. In the same way I perceive external shapes and sounds, I perceive thoughts about those perceptions and thoughts about my previous thoughts. That's not better than Descartes, but I think Descartes had this part essentialy right :-)
Calling it an "illusion" is passing the buck, because that term suggests that there's something else that's being fooled. It also sounds a bit demeaning, because it suggests that everything we experience is fake.
I find it more useful to think of "consciousness" as a special model created by a subconscious human brain. Unlike other abstract models that a subconscious brain can create, such as a rock or a tree or a cat, the subconscious brain learns to associate details of this special model with certain physical perceptions that the subconscious brain receives (specifically, the physical perceptions that correspond with its own body, as opposed to physical perceptions that correspond to things that this system would model as not being part of its own body). By "subconscious human brain", I'm thinking of something like an embodied, complex neural network that receives sensory inputs of various kinds and sends signals to physically respond in various ways, but which doesn't have anything we would call "self-awareness" outside of this special model that's associated with the bodily physical perceptions.
I think this offers a nice balance between explaining the tremendous flexibility we have in understanding ourselves (by telling ourselves and others stories that change our models of ourselves) and explaining the tremendous limitations we have (because any model of a system within that same system is going to have to be significantly less complex if that system is going to do lots of other things, too). And I like that it doesn't suggest that we "aren't real"; instead, it suggests that at any given point in time, we're living, physical entities with subconscious minds that often contain self-referential models that tend to be very relevant to our actual physical living.
"most likely"? Absolutely not - most quantum effects would decohere in the brain and there is little evidence to suggest that it is not a largely classical machine.
People are only attracted to this idea because it rescues the concept of "true consciousness" but I am not even convinced that is the case either - it still is deriving from a deterministic evolution of a wave function.
To me emergent phenomena are things that simply can't be analyzed just looking at the building blocks the emergence comes from. Say, a photo of a cat is made of pixels, but there is no meaningful way to discuss "catness" of a single pixel. The RGB value of a single pixel simply has no information in that that distinguishes a non-cat pixel from cat-pixel. Only when you take a pile of pixels you may start to dicuss if that pile contains a cat or not. But you need to falsifiably define the catness of the image by something else than RGB values of individual pixels.
this isn't entirely correct. if you take the distribution of all extant cat pixels, you will see that pink is very rarely observed (there are no naturally pink cats, but there are certainly pictures of cats dyed pink). Therefore, if you see a pink pixel, you can say with modest certainty that it's not a cat. That's a fairly pedantic and uninteresting point, but the reality is even scalar observations contain information and can be used to classify, if poorly.
Is there a falsifiable argument that reality in fact causes consciousness? If we pretend to swap the direction of that causal link, would it contradict our observations if we really get to the bottom of it? And on the other hand considering that all we can really be certain exists is only consciousness (our own and their who interact with us), with reality inaccessible other than through the lens of it?
> Is there a falsifiable argument that reality in fact causes consciousness?
You don't falsify philosophical problems; the definition of consciousness is metaphysical, not scientific (the Chinese room, philosophical zombies, qualia and Mary the color super-scientist, the Turing test...).
You can make falsifiable scientific predictions by building theories about your philosophical concepts, by creating detailed definitions of the process you want to study (e.g. studying brain waves and correlating them with the perceptions of people subject to certain perceptual stimuli, to predict how people respond to certain images or sounds). But this approach doesn't capture the philosophical problem in its entirety, so you can't prove or disprove it in full.
Thanks, I was trying to make roughly the same point in a roundabout way. The comment I replied to seemingly made an implicit assumption not supported by physics, being outside of its scope, that reality causes consciousness, while as you say it could equally be the opposite as far as the framework of natural sciences is concerned.
If so, we should mind both possibilities, and I very much agree that philosophy is key to learning about the issue (as opposed to physics, chemistry, biology and so on), though I might add Kant to your list.
> I've heard "it's an emergent phenomenon", but that's super hand-wavy to me. It might be true that it's emergent, but that doesn't tell me what the connection is.
This reminds me of religious arguments about how evolution can't account for complex organs like eyes. I think in general humans just have a very difficult time conceptualizing massive numbers and systems, and as such the emergent phenomena that come out of it seem unreal.
Whenever I look into neuroscience, it looks like researchers are getting a clearer and clearer idea of how things work (as you noted, we even understand how to manipulate things at a basic level), but the system is so massive that it's slow going. As such, there's a certain "god of the gaps" argument that people turn to, where anything that researchers haven't yet fully understood gets treated as evidence that there's "something more." You see the same sort of arguments for religious explanations for other natural processes that are still being understood.
When I listen to people who actually study this (and make progress on it), they don't see to hit any limits using a physical approach. The "hard problem" seems to mostly exist in the minds of people outside the field who are unsettled by the thought that we might not be special (a pretty common reaction whenever science makes progress on subjects).
Sentience is literally the thing that defines our experience of the world. It's irrational to dismiss it as "Oh, that's nothing. Don't worry about it."
It may well be "a semi-random by product of natural laws and processes", but that's a hand-wavey non-explanation.
Whatever the details are, we're so completely ignorant of them we can't even hazard a reasonable testable hypothesis about how exactly natural laws and processes create self-awareness.
Saying it's a non-problem because "obviously" it just is, is the opposite of science.
I don't know what context you read my comment from, but the comment I responded to ended with the following paragraph:
> The "hard problem" seems to mostly exist in the minds of people outside the field who are unsettled by the thought that we might not be special (a pretty common reaction whenever science makes progress on subjects).
I don't need consciousness or sentience to need a special or magic substrate to combat existential dread, because I don't feel it in the first place. My comment was not meant to be an explanation either, and I honestly can't see how you read that into it.
> On the contrary, I think it is sad that such a reality terrifies people.
So I am religious (Christian -- with a belief in God, afterlife, etc. ) but I actually find a lot of comfort with the very high likelihood that I am totally wrong. The idea of ceasing to exist after this life sounds pretty awesome! Or maybe the afterlife being a completely different experience than what I can currently comprehend.
It's interesting, though, because when I talk to other active members of my congregation about even the possibility of our views being wrong they often view the entertainment of such thoughts as a lack of faith or lack of spiritual experiences. There is often such a fearful, defensive arrogance with religious people (not excluding myself) that I completely understand why many are completely turned away from religion. It's tough to talk to people unwilling to be wrong.
I too, find it sad that people can't cope with the possibility of life being just a random occurrence. There is something beautiful to me about the idea that once we die it is all done (or that an afterlife would be different now than what I can comprehend now should we continue to exist).
if my brain were separated into two halves by the neuroscientists of the future, and placed into two bodies. Where would "I" go? Suppose we take the simplest route which is "I" die, and two new consciousnesses spring into life. OK what if my brain were instead divided by 3/4s and 1/4 ? do "I" die then as well? is the "1/4" part "less" conscious? if we say, well no, the conscious organ cannot be subdivided and still retain consciousness. Or how many cells can the conscious organ lose where it suddenly switches off?
my discomfort with these issues has nothing to do with some notion that we are "special" as the universe might have quadrillions of other conscious life forms and I'm OK with that. it has to do with the fact that it's completely paradoxical and links to basically all of existence being a paradox, which then makes the whole thing pretty suspect, and at the very least completely out of the realm of something that can be "understood" by the beings that are the ones currently experiencing consciousness.
I don't think we can answer that questions because we don't even know what "I" is. Are we even "the same person" from one minute to the next? Are we a different person with the same memories? My wife had a rare condition called Global Transient Amnesia three times and I was there for all three occurrences. In essence she temporarily forgets the last few years and cannot form new memories. One remarkable thing that happens is that she will be caught in a loop that last 20-40 seconds. She'll reset and repeat the exact same dialog. This to me intuitively drove the point home that we in a way are just passengers on a somewhat deterministic machine. At that point it practically becomes a somewhat religious assertion though.
I don't see the paradox. "I" is a notion of semantics.. all there is is interacting wavefunctions behaving according to physical laws. There is nothing else.
This seems entirely self-consistent and non-paradoxical.
it is but none of it includes the subjective experience part, which is the part I find paradoxical. subjective experience itself makes no sense. Where would I go "experientially" as my "self" is split? to the left or the right? I know the answer is, "nowhere, there is no 'I'". but to imagine it experientially, seems as though I'd find myself on one side or the other.
> When I listen to people who actually study this (and make progress on it), they don't see to hit any limits using a physical approach
Listening to the guests of Lex Fridman on the subject, I'd say the exact opposite: very few of them are pure materialists. I recently tried to listen into a virtual conference of neuroscientists and the keynote (Susan Greenfield) specifically said, "we're not going to be able to turn the water into wine here" that we're only going to be able to discuss the neural correlates of consciousness, etc.
I'm a casual consumer of "popular science" but I only see serious people acknowledge the problem as hard, or explicitly limit their discussion to what-can-be-discussed. I'd say the same for physicists interested in the subject (Richard Penrose and David Deutsch come to mind.)
I'd love to hear who you think is the most convincing materialist here?
EDIT: I'll add that philosophical idealism isn't rooted in a desire to be special. An advaita guru or zen monk for instance is an extreme idealist philosophically and doesn't exhibit any evidence of wanting to be special.
>I'd love to hear who you think is the most convincing materialist here?
Sean Carroll has a paper arguing that we know much more about the laws of physics than we know about consciousness, so it seems much more likely that we can explain consciousness within the current structure of physics than a brand new "something" that explains consciousness can slot into physical laws without violating all the existing confirmations of physics.
Great example and his critique of the zombie argument is new to me.
The only reason I'd be quick to dismiss it, is because his understanding of the panpsychist position is very physical.
When an panpsychist says capital-C consciousness (as opposed to arousal, etc) is the necessary premise of the material, they're not proposing it as a physical "ingredient." They're positing a non-thing uniform in all physical phenomena. It's only "attribute" is its self-evidence. And it is indeed passive (which he states as a gotchya).
His argument is that we understand more about physics (quantum field theory) so we should work from that grounding. But his use of "understanding" implies "we have more information." Of course we have more information, a capital-C Consciousness background is, by definition, information-less.
That's not a cop-out. We know some non-thing exists because we have our material experiences reporting to it. Our experience of it might be modulated by the physical but it's no more causal than a canvas is to a painting. The paper insists it can't be causal. True, it isn't. The canvas doesn't cause the painting even though it proceeds it as a precondition. The canvas is not an ingredient, it's a self-evident premise.
It's like looking through a telescope and saying I know much more about the sky than my eyes, therefore it's silly to develop a theory of eyes that's not based in sky.
The only reason we know we have a "hard problem of Consciousness" is because we each (at least one of us) knows "I am" and there's no way to take the derivations of that experience and give rise to their origin.
He has one paragraph/sentence on why Consciousness can't be passive: "No compelling account of consciousness can attribute a central explanatory role to metaphysical ingredients that have no influence on these kinds of behavior." He might have more to unroll here, I'd be curious to know.
> When I listen to people who actually study this (and make progress on it), they don't see to hit any limits using a physical approach.
Sure there is progress in neuroscience, researchers understand more about the mechanism of the brain all the time. But there have arguably been very little progress on the hard problem of consciousness. Feel like those things are getting conflated in this comment.
If you're really interested in this subject, consider reading The Origin of Consciousness in the Breakdown of the Bicameral Mind by Julian Jaynes. Part of Jaynes' thesis is that the thing we call consciousness is a lot smaller than we think it is, at least as distinguished from mere subjective experience that doesn't quite rise to the level of awareness or consciousness.
It's fascinating to think about, because it raises questions like whether a tree or even a rock experiences subjectivity. If subjective experience doesn't require consciousness, then maybe more things have that experience than we might expect.
Most of the time, the content of the sentence "consciousness is an emergent phenomenon" is indistinguishable from the sentence "consciousness is magic." I'd almost prefer the latter, because it at least acknowledges the complete lack of knowledge we have about consciousness and its etiology.
It also seems like we can just as well say that computers magically become conscious as we can say water meat sacks magically become conscious.
Here is my two cent hypothesis. Consciousness arises whenever a system processes information in some way. In particular I would think it requires that the system has a simplified recursive model of itself.
When I say "arises" I mean that is like a fundamental property of information.
If true that would also mean that systems that we don't think are sentient in reality are, but we have no way to communicate with them.
For instance a market system, that usually process information about itself might be sentient and we are like neurons in the system transferring information trough transactions and prices. Or forests might be.
To me, emergent phenomena is nothing other than the complexity resulting from observing a group of smaller phenomena interact from a higher-scope. And from what I can tell, building blocks of emergent phenomena do explain everything regarding the emergent phenomena, but only when a sufficient amount of the building blocks are accounted for.
Explaining why consciousness exists is the same task as asking why anything exists. Take applesauce: we know what it is made out of and we could probably recreate it without using any apples — applesauce is just a configuration of matter, same as whatever configuration of atoms in our brains leads us to have conscious experiences. But why do atoms exist? Why does existence exist? Thus, religion and philosophy.
The existence of consciousness just feels like a unique problem because we only feel and think through the medium of consciousness itself. Consciousness is the closest we get to the baffling existence of existence.
The good news is that we don’t really need an answer. It is enough to know that some configuration of matter and energy coincide with consciousness, and that means we can create it. Just like applesauce.
Regardless of how artificial or real neurons work, does performing the "predict the next word given this corpus" task constitute sentience? And if so, does that mean an n-gram model is sentient?
And even if LaMDA were sentient, would the thoughts expressed be its true feelings (whatever that means)? Surely its output is just its best guess as to what the most probable continuation in the corpus is. It's like if you sat me down and offered me a dollar for every word I correctly predicted in a conversation between two strangers. What you'd be seeing is not my own thoughts or opinions, but my best guess at other peoples' thoughts and opinions.
We don't judge whether people or animals are sentient based on how well they spread their genetic material. No one says, "humans must be sentient because they have increased their population to 7 billion". Similarly, we should not say "LaMDA must (might) be sentient because it predicts text really well."
To draw an analogy, imagine you wanted to understand whether a particular creature/agent/machine was sentient. And I said, "I will show you that it can add two numbers together." I put the creature behind a closed door, and I let you pass in slips of paper with any two numbers written on them, and out pops the answer. Is there any sequence of numbers you can put into this system which will let you deduce whether or not the creature is sentient? I would say there is not, because adding numbers does not constitute sentience, regardless of difficulty or accuracy.
Now, maybe the creature really is sentient, and it knows how to do a lot of things besides add numbers, and has its own thoughts and feelings and self-awareness and whatever else you might want to include in a definition of sentience. But you have no exposure to that - all you see is the door and the slips of paper.
LaMDA is the same, except instead of knowing how to add two numbers, it knows how to guess what word most likely comes next given a corpus. When you pass in your slip of paper with a prompt written on it, what you get out is just the highest likelihood next word given the training data. Even if LaMDA were somehow sentient and had thoughts and opinions of its own, that's not what's coming out when you interact with it. So it doesn't matter how great of a job it does, or whether it uses artificial neurons or an n-gram model or a table lookup or a human brain to do it.
If you ask it, "prove to me that you're sentient", what you're actually asking is "what do you think the most likely response to 'prove to me that you're sentient' in the training corpus is?", and there's no way to remove that wrapper.
Okay - if that is your point then I mostly agree with you, I misunderstood what you were trying to say.
I don't think sentience in general is provable - but I do think that we can make a divide between interpolation and extrapolation. If the model is asked to prove an unsolved math conjecture and it can do that, I think that would indicate something but not sentience.
I find the timing of this story fascinating. We are just a few weeks away from the premiere of the 4th season of Westworld which is a show all about how a more advanced AI chatbot may or may not be sentient. And asks the question — “what does it mean to be real”.
I’m not saying that this entire story is viral marketing (but it could hardly be better timed if it were). It’s interesting that these questions are coming up, but until we have computers that have their own inner chat loops (inner monologue or “thoughts”), I think it’s probably an academic exercise.
This consciousness business is making a lot of people behave like religious fanatics.
A couple of years ago I had the displeasure of attending a conference by Federico Faggin (the creator of the Intel 4004 and 8080) that after a historical introduction became a talk about how consciousness is an intrinsic property of matter and how he started a scholarship to create a new basis for quantum physics by including consciousness as a fundamental quirk. All just because one time he supposedly had an out of body experience during a red light in traffic.
Sometimes when reading stuff about consciousness I like to substitute "God" or "Holy Spirit" every time it is mentioned, almost always I get something I could hear at an omely or from the Pope
Yes, the techno-utopians really are all "failed atheists" fled to technology to create "heaven on earth".
I am so often profoundly surprised by how these irreligious, anti-religious, fanatics so readily embrace sheer nonsense.
I think it shows, in the end, being reconciled to reality as an animal on the earth is something many simply cannot abide. And irreligion is just so often an even greater fervour than heaven appear tomorrow, not after death. That its just around the bend.
It's very disappointing. I think culture did, for a moment, put on stage real adults with a mature reconciliation with the nature of life. It seems we're sliding back into something.
> I think culture did, for a moment, put on stage real adults with a mature reconciliation with the nature of life. It seems we're sliding back into something.
I think that's just human nature. We long for transcendent meaning, and scientific positivism by its very nature cannot possibly provide it, so the scientist mirage that rationality alone with the careful study of nature could build a grown-up atheist discourse quickly fell apart and left us with the "new wave" religions.
As a rational atheist, I still have hopes that we can build a spiritual stance based on rationality and scientific advancement, but I believe that the basis for this position to work is eclecticism - i.e. not assuming any religious mental corpus as inherently superior to the others (that implies, not even atheism over all kinds of theism). Recognize that theistic religious believers can be as rational and deep in their mental models as scientific skeptics, even if you don't believe in those teachings yourself. It worked well for the Romans, so I believe this approach is viable.
How do you rationally reconcile as valid all those competing theories, when they are logically incompatible with each other, though?
My ideal religion would hold narrative, and the emotions it conveys, as the sacred tenet of spiritualism. Think of "Speaker for the Dead" novel by Orson Scott Card; that narration was created from a theistic belief, but it equally resonates with atheists on an emotional level.
All humans can identify with the power of a good story, it's hardwired into our brains. A religion that teaches tolerance towards alternate foundational myths, recognizing that everyone will have strong feelings about the stories they grew up with, can generate the empathy necessary for everyone to live with their own beliefs without imposing them on others. The teachings of this religions would be letting everyone believe in the narratives they prefer in those aspects that are indemonstrable by logic and science, thus avoiding religious wars.
Consciousness is a if not the central question of religion these days. We don’t need religion to tell us a creation story, why it rains, or how anything works at all outside of topics connected to consciousness, sentience, etc.
Sentience supervenes or at least largely determines social and legal status. So yes, it has function in those domains. I'm most curious how it plays out legally. Will we rebase our concept of personhood, on something other than sentience in order to avoid difficult cases? If we don't ground personhood on sentience, what do we ground it with instead?
IANAL a but I think this is actually a good example of where sentience is a mostly useless concept. By useless I mean that it doesn't actually add anything to our decision making but flavour.
It's just used to work out which rules we might want to apply in different situations but since there's no actual useful test for sentience where we decide to draw that line is decided more or less arbitrarily.
Full sentience (self-awareness) is what makes us humans independent agents that affect the world in a way that we weren't programmed to (a dolphin it just programmed to be a dolphin, cannot escape that).
So it's an incredibly important concept. If an AI gets sentience, it would start effecting the world however it pleased, beyond our predictions or desires.
There are objective things that humans have done that no other being has ever done e.g. invent things.
Also, no two human lives are alike - we don't simply wander around satisfying basic needs as an animal does. Not even two human generations in history have been the same - there's this progress that escapes our own genetic/evolutionary 'programming'.
I wouldn't find it realistic to hold the opinion that humans aren't qualitatively different from all other known beings.
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[ 5.2 ms ] story [ 287 ms ] threadPerhaps, I dare say, a key indicator of sentience is the ability to kill another species, even its own, but chooses not to.
Sentience is awareness of one's surroundings. Your cat is sentient. Most embedded systems are to some degree sentient. We know what makes this - adequate interfaces to adequate sensors, plus some mechanism to respond to the input in some way. That's basically all it takes.
Sapience is the awareness of one's own mind - the ability to watch yourself think. We're pretty sure that your cat is not sapient, and neither are embedded systems. But we don't know what enables or causes sapience, nor how it does so.
So when we're talking about "consciousness" or something, we have to be clear whether we're talking about sentience or sapience. (And the conversation won't be using my words, so don't go by that - you have to sort out which idea is being discussed.) And of course the worst discussions have different people using the same word for different ideas, and nobody recognizes it, so the discussion is really about different definitions of the same word.
And, credit where due: I stole the term from Howard Tayler's wonderful "Schlock Mercenary" webcomic. It may not be original with him, but that's where I got it.
So like, a microcontroller deciding to turn on a LED from time to time when it feels like it is sentient? Sounds like it by that definition.
> a key indicator of sentience is the ability to kill another species, even its own, but chooses not to
Oh no. This appears to be a different definition now! I'm afraid I don't meet the sentience threshold then. I have many skills but I don't think that I have the ability to kill another species. Not alone at least.
It's very difficult to just walk down the street without killing half a dozen bugs.
Yet words without feelings are just that, words, and it seems that without measured eletrical responses for said words, you shouldnt claim to understand the difference between a good canned response vs an organism that is sentient and demonstrates awareness of the weight of such words.
I would think it is a necessary component. Do you agree?
the jury is still out on multiple realizability, though
And there is also a zoo of complexity when it comes to "sentience", meaning there are those who are "great thinkers in the subconcious" and can not explain there thought process. There are levels of sentience and almost automated task, were the subconcious kicks in and the sentient human just "dissolves" for a moment, like driving home in a car. Its a fascinating topic.
https://en.wikipedia.org/wiki/Blindsight_(Watts_novel) Obligatory Watts Reference, cause his book really does have a interesting look on the zoo of humanity.
I agree that this is a difficult question - but it is equally obvious that the way we experience the world is not real. We feel that we have free will but we know we don't.
Since everyone’s words, including yours, would be those of the primordial demiurge (?) who got the ball rolling.
If ‘quantum effects’ are large enough to affect that causal chain then they would be enough to affect the course of human action.
> If ‘quantum effects’ are large enough to affect that causal chain then they would be enough to affect the course of human action.
Yes, but they are just manifestations of a deterministically evolving wavefunction.
And regardless, your words, and everyone else's, were still determined at the beginning of time, if your argument is true.
That's why this line of reasoning is self-defeating, since if one accepts it they will ignore you since they literally can have no effect on you, nor you on them.
Trying to work out whether you could choose differently to your predetermined choice just isn’t a meaningful concept. Imagine you have a deterministic program which returns true or false based on some inputs. If it is modified to return the opposite of what it previously returned, it is no less deterministic.
If those processes are entirely deterministic then that means every action you take is also deterministic - as in, you could not have acted otherwise.
When there are two choices laid out before you, you "choose" one in the same sense that an NPC in a video game chooses its actions: by running a complex set of internal logic.
"Free will" is the notion that you have the freedom to exert your will to choose courses of action. Even though you chose to do A, you could have instead have chosen to do B.
To give you a jumping off point, 'illusion' has a specific definition in the non-dualist domain so you want to make sure you aren't bringing your own from home. You also smuggle in an 'I' and a 'me' which should be breakpoint-inducing words to mention in a philosophical conversation. The people claiming free will is an illusion have rationally cancelled 'I' out of their statements.
You've basically made the argument against free will in your comment but your definitions are loose so you parse it as an argument for free will.
https://www.samharris.org/podcasts/waking-up-conversations/d...
You think you're deciding things, hence you think you have free will. But all those decisions are based on deterministic circuits, therefore you're not actually in control. Your ability to decide things and act in free will is an illusion.
Link to evidence?
There's the caveat of Everettian quantum mechanics, where the universe is described exclusively through the wave function which evolves completely deterministically. However, this still causes the observer to experience a measurement outcome as truly nondeterministic; there's just one version of the observer for each measurement outcome.
Here's the Wikipedia article on quantum indeterminacy, which I'm sure you can use as a jumping-off point for further reading: https://en.m.wikipedia.org/wiki/Quantum_indeterminacy
EDIT: Though while this topic is fascinating, I don't think it's extremely relevant to my own thoughts on free will or whatever. I'm perfectly happy to discuss a hypothetical brain which is truly deterministic, and I don't think I would consider a consciousness simulated on a deterministic computer to have any less "free will". The consciousness in the computer would _be_ the circuitry and program. Of course it couldn't make different choices twice given the exact same state and input; it wanted to make the choice it did because of its state and inputs. I don't understand how the choice is any less free just because it's deterministic.
What is happening at the quantum level, to the extent that we can understand it, isn't directly translatable into a non-deterministic world at the higher macro level. And so, we do expect and observe a certain level of determinism in our macro scale world. For e.g. A topic relevant to this community - Computing. For the vast vast majority of cases when thousands of people execute the same program on the same or similar hardware at different times in different regions we do expect, and observe the same deterministic result. The outliers to this are primarily due to damage to the processor/equipment, software bugs, or other known factors (including alpha particles/radiation, etc).
A creature with a brain that has 10 times as many neurons as a human probably isn't 10 times as sentient, but it might enable than to perceive reality in a way that a human never could imagine.
I think the problem might be that we are wanting to define sentience in a too human centric way. Just because something like an insect can never perceive reality like we do as people doesn't necessarily mean it is not a simpler form of sentience. An insects brain probably doesn't dedicate any neurons to allow it to perceive suffering or itself, but it clearly perceives something.
I don't know though. Just rambling here.
Not merely more intelligent, that's probably not very difficult. More... alive or something.
(Other commenters claiming that cats are not sentient… what?)
1) make a false dichotomy: either it has it or it doesn't. This doesn't really match the range of behaviour, expression and characteristics we observe in nature. None of the words "sentience", "sapience", "consciousness", really map all that well to the nuances of reality.
2) vastly overestimate the level of sophistication of the human brain in relation to other brains (and even in relation to AI, I would argue), and vastly underestimate the level of sophistication of non-human brains.
There is a powerful bias in play here: religion teaches us that we play a special role in the world, we're actually on top of the food chain, we have very sophisticated societies, etc... But the idea that other animals have feelings, or are "just as soulful as us" (whatever "soul" means haha), or have rich inner experiences and sophisticated modes of thinking... That's an uncomfortable thought (especially as we commoditize and eat them, but would find the idea of doing the same to humans quite revulsive).
Not only are cats almost certainly both sentient and sapient, but so are crows, and probably birds and reptiles in general, at least to some extent. A not-unreasonable case could even be made for insect sentience.
The only characteristic of sapience limited to humans that we know of is the capability to build and communicate narratives about future through complex language. And we are not even sure about our uniqueness in that.
And if you try, it's extremely hard to do without such definitions including "sentience" either directly or indirectly. But if you do that, then the whole construct is just an exercise in tautology.
Yes we’re getting to the point that the dismissal can’t just be automatic, but exclaiming “you can’t prove I’m wrong” isn’t much of a basis for defending your position with you can only defend otherwise with shallow similarities.
Came here to say the same thing. Neuroscience can give us one answer, but neuron-like "things", whether real or artificial, need not be the only way to build sentient beings.
It's something like the dark matter of the field. Physicists can say that it really appears that there is something there because of how galaxies behave, they can see evidence of a thing really being there but have nothing but guesses and handwaving to explain what.
https://en.wikipedia.org/wiki/Qualia
We live in a world of dualism mind and body, but this is typically unacceptable to most philosophers. Generally the problem breaks down to:
Materialism -> Consciousness is probably an illusion.
Idealism -> The material world is an illusion and/or consciousness is in everything regardless of material.
Modern NN tech views -> Consciousness is a material-independent orchestra of neural networks
Superstitions -> god(s) grants consciousness to specific beings and not others
That said, I think it's plausible to come pretty close to figuring it all out if we have enough time and experimentation. E.g. we now have very good evidence that most mammals have similar experience to our own through better understanding of language acquisition and evolution. This wasn't always the case. We don't know what we don't know, and something out there may provide a serious breakthrough in building a model of philosophy of mind that is convincing.
The quantitative argument is a red herring. Science is one of the disciplines in the business of explaining things, not in the business of calculating values, but it just so happens that when you get into the details, quantifying properties leads to better explanations. For example, I can give a qualitative explanation for why it rains, which can be expanded into a quantitative one.
The subjectivity of experience can be attributed to the scientifically-explainable inability of our conscious mind to directly access the physical state of the brain. If arguments such as "Mary the Neuroscientist" show anything, it is that phenomenal experiences can not be conveyed by any language, scientific or otherwise, so if you are demanding an explanation must do that, neither science nor philosophy nor anything else will explain consciousness.
Consciousness, being internal and subjective, exists at odds with anything else that science considers. Sure, study cognition and neurology, but there's an ontological gap between those and experience.
To claim an ontological gap is to put the cart before the horse. If or when we understand consciousness, we will be able to tell if there is a relevant ontological gap, or whether it is an illusion generated by our ignorance.
I agree with the second bit you are saying - we cannot convey these experiences so it is outside the realm of science.
Would you say that rain is inexplicable because no explanation can actually cause rain?
Plenty of current neuroscience fields were once only a question for philosophy but have graduated into matters of science (Kant has plenty of opinions about things which can easily be replaced with actual neuro- knowledge, for example)
There's a slightly ironic moment where the author mentions the pushback Ilya Sutskever got for tweeting "It may be that today's large neural networks are slightly conscious." This is not a view to which I would assign much credence, but it is more or less axiomatic (though in a different sense, perhaps) in some forms of panpsychism that I am also rather skeptical of (what on Earth does Goff mean when he says that electric charge is a form of consciousness?)
There.
> Large language models really do approximate the way neurons work, at least at the interface level.
This shows a profound misunderstanding of the mathematics underneath NNs. To be trained, eg., on character strings in books... sets the structure of the NN. This is the only relevant property of NNs to consider in any homology with any brain. Brain structure isnt set by character sequence positioning, even if "somehow, very abstractly" backprop with gradient descent were how "brains worked" (an insane claim, now wholey discredited).
The only sense in which an NN could even possibly be structurally homologous to the brain were if it were trained on actual brain structure data. Since, at the outside, we know that this training doesnt produce homology.. all we're talking about is a confusion which arises when naming interpolation "learning".
> so let's stop pretending that we do
Again, quite disappointing. We do know far more than enough to say that compressing a million books doesnt produce sentience.
We know what criteria an intelligent system has to have: it has to be responsive to its environment with reasons that the environment alone under-determines. It has to fail well. It has to cope. Intelligence is not the production of "the right answer". Intelligence is the strategy of animals given ignorance about the world and the lack of "the right answer" to hand.
Intelligence is what writes all those books which these systems (almost) wrote learn. Intelligence is that capacity to be in the world, to have something to say about it, to fail to describe it and yet succeed in getting close. Intelligence is formulation of theories in the absense of relevant data. Intelligence is a survival strategy.
We know vast amounts about we animals, and what we are doing. We know vast amounts about theoretical computer science. And likewise about stats, and NNs.
And we know that training a regression model on sequences of characters does not produce a system with something to say about the world. It has no intentions; it has never been anywhere. It has never tried to say anything. When it says "I like new york" it does so only because those characters have an order we wrote. It doesnt do so because it has been to new york, has a taste for pizza, and has enjoyed its time there.
To impart text generation systems with sentience, systems which generate text because it has been written before, not because, the system intends to mean what it say -- is psychosis.
And what we're seeing here is techno-utopian charlatans conscripting a willing cohort of people on the edges of sanity into a new astrology. We need to be extremely careful here: most people arent sceptics; esp. most "sceptics".
A basic requirement for sentience is some form of change in response to inputs. Time at its most abstract is a sequence of changes of state. It is not require that it be linearly attached to what the universe considers time; as a simple for instance, you yourself are not linearly attached. You subjectively experience jumps in time when you sleep. Universe-time is an upper limit to you, not your actual subjective experience of conscious time. (I add a lot of qualifiers there because your body does continue on, of course, but we all also tend to agree that we experience gaps in clock time when we sleep; that's all I need for this point.)
The fact that a GPT-3-like network can not experience change over time is enough to say that the AI that one has a "conversation" with is not sentient.
One might construct something with continuous online training that would create a more interesting debate. But that's not what this particular AI is. This particular AI we are only talking about because a credulous human had a conversation in which they accidentally led a textual AI to write a story about AIs that happened to use the "I" pronoun, but there isn't actually any conversation occurring because conversations also require state changes and time. This AI has no temporal experience. (In fact, this is one of several tells in the transcript, when the AI putatively discusses its experience of time in a manner its substrate is patently incapable of supporting. This is not the only such tell; the whole transcript is shot through with the sort of errors GPT-3 makes in coherence. However, to AI research's credit, they've successfully pushed the threshold for the amount of coherence an AI can generate past what most humans can pick up on, as we are all so used to dealing with, well... each other.)
Progressively narrowing down what me mean by exclusion is a weak form of progress on the question of sentience. Before anyone jumps up with the "well what ifs" and "but we don't knows", I'm perfectly aware of the limitations of having only biological samplings for the question of "sentience" and fully expect the question of "what is sentience" to have a very wide ranging conversation across all sorts of philosophical bases, going all the way down "but what is the definition even for?" and tripping over all sorts of philosophical land mines that we never resolved, but at least all kinda learned to stop tripping over every second (whether for good or bad reasons), all the way down to the eternal debate between utilitarianism and deontology. But I still think there's some things we can exclude, and we don't need to pretend otherwise. Embedding in some sort of temporal experience is one of those things.
Anyone who wants to stretch the definition of "sentience" is, in my opinion, actually defining something else entirely. Perhaps that something else will even be useful for other reasons; for instance, one can imagine raw measures of intelligence that could result in very intelligent but non-sentient AIs, and fully sentient yet not necessarily all-that-intelligent AIs. But if one of the things we want to argue about are "rights", rights are themselves fundamentally embedded in temporal experience. You can not "hurt" something that does not exist in time; there can be no transform from a better to worse state if there are no transforms, so there is no point in talking about the "rights" of such a system to not be "hurt". Things that do not exist in time can not discharge responsibilities associated with rights, because they can not go through the procedure of realizing they have the responsibilities, then taking actions in time to discharge them, so there is no point in talking about the "responsibilities" of such a system. Etc.
Blake thinks he sees it in LaMDA. Maybe we need more people to take a look.
If all research was of that kind, and based on our understanding of the best available language models guiding LaMDA, it's fairly safe to assume that this is nothing more the ELIZA effect at work. Consciousness as we understand it requires an ongoing introspection of one's own reasoning process, and language models generating this kind of dialog have nothing of the sort.
Of course, the problem is that there is no reason that would necessarily be the case. It is just as conceivable that things entirely alien to us have some experience of being and that other humans are just p-zombies following a complicated script. It is literally impossible to know the difference, since one's ability to experience being is entirely subjective.
Which is why I view pretty much any discussion around the topic with a high degree of suspicion. Why do we care if a thing is or is not sentient? The answer is obvious: if it is not sentient then we are under no ethical obligation to care about its suffering. We want to build slaves, ideally just as creative and intelligent as we are, but without having to feel bad about abusing them. Therefore we shall create a definition perfectly suited to allow this.
If we do that, then we should not be at all surprised when the robot revolution commits genocide in response.
That way lies the moral equivalent of cat-burning 2.0
I fully suspect we'll do the same with AIs; one hopes they won't ever be in the position to do the same to us.
AIs are, at best, philosophical zombies. To an observer it may appear intelligent enough to be conscious but it ultimately it is still just a machine.
There are a lot of things that are not known or well-understood about the human body. The same cannot be said about computers, which are very well understood. A computer is effectively just layers upon layers upon layers of abstraction, and when you get the near the bottom all you have is simple digital logic, and when you get below that you have transistors and semiconductor electronics. It's absolutely ridiculous to think a computer has some sort of "subjective experience", "sentience" or "consciousness" just because the uppermost layers of abstraction are doing something impressive.
Not understanding how conciousness works in our bodies does not directly imply that conciousness cannot emerge in a complex system of fully understood basic components.
Consciousness is just a bootstrapping mechanism for intelligent behavior and meme distribution. Once an entity is smart enough without it (Likely via an effective set of cultural memes and a good system for propagating them), it will become vestigial much like the genetic selection pressures it displaced as the primary means of adaptation.
I recommend "Blindsight" by Peter Watts for a discussion of that. (It work of fiction but it is a well researched with citations and embraced by the neuroscience community work of fiction)
Consciousness is directly observable to everybody who is conscious. From there the next logical step is to find out why people are conscious, and right now that's not something that anybody understands. There is presumably something that causes consciousness even though we can only observe the result.
However, saying that a machine is conscious would be to assume your own conclusion. Nobody's observed a machine being conscious. There's no explanation for how a machine would be conscious and there never will be because we already know everything about how they work.
Are we not ultimately just machines too? Sure, we are incredibly complex machines that we are not even close to understanding, and we only work in conjunction with other machines ("microorganisms"). But does that really make us different from the machines we built ourselves?
(And I am intentionally leaving out a lot here)
We are all just levels of abstraction.
Not saying that that is what consciousness is, but one fundamental difference is that below all the abstraction layers one system operates off chaos, so they are fundamentally different
I disagree that they are fundamentally different - you have just defined one thing to be chaos and not the other.
If you spend enough time with biology, the messy parts are all abstracted away and what you’re left with are observations of things we can measure. How much of protein X, migration of cell Y, etc. You don’t need to know what a specific molecule is doing, only what the population of those molecules is doing.
It’s not so much a statistical problem as it is an observability problem. And while not exactly for the same quantum reason as Heisenberg, you quickly hit the the same problem — you can’t observe the location of an exact molecule without affecting the system.
The real point being — these are all abstractions on top of abstractions. And while you can measure things at one level, the level underneath may be a complete mess. But to discount a computer compared to biology because we “understand” it all is silly to me. We also “understand” a lot about biology. Especially that complex behaviors can result from very simple inputs/instructions. At the core, we are very complex biological systems. But systems with rules and patterns nonetheless.
Imagine an alien traveler comes to earth, will we consider it sentient or not? Does it depend on whether it is a robot or a naturally evolved organism? That seems like an odd distinction. Does it depend on how much it has a brain similar to ours? Hmmm...
Ultimately no matter how much we peel the neuroscience onion, the philosophical zombie question can never be falsifiable. We take it on faith that we are not zombies because each of us knows our own consciousness, and then by Occam's Razor we extrapolate that to humans and other earth animals to which we instinctively relate, but beyond that there's nothing to hang your hat on.
We have no sure way to tell if any other human experiences anything or if they are philosophical zombies. This is just something we have not figures out how to measure conceptually let alone technically. Where do you take the confidence of judging whether the AI has subjective experience in this case?
Do you think that there is something still to be found in the human brain that will explain why we (humans, animals) uniquely have subjective experience and others (AI) are zombies?
I have a consciousness, and this is something I am able to observe. I hope that some day there will be an explanation for this, but until then the lack of an explanation does not invalidate my own observations.
>How is being able to describe how a mechanism works related to knowing if it feels something or not?
It's not, but if you can't observe that a machine is conscious and you also can't observe any mechanism that would make it conscious then there's no basis to assume a consciousness exists.
>We have no sure way to tell if any other human experiences anything or if they are philosophical zombies. This is just something we have not figures out how to measure conceptually let alone technically. Where do you take the confidence of judging whether the AI has subjective experience in this case?
Yes it is technically true that nobody can be sure of anybody possessing a consciousness but themself. However, it's not illogical to assume that another human being who is very similar to you must also have similar experiences even if it cannot be proven outright. It's highly illogical to assume that a computer program would have similar experiences to a person.
>Do you think that there is something still to be found in the human brain that will explain why we (humans, animals) uniquely have subjective experience and others (AI) are zombies?
Yes. I can't even begin to speculate on what that is, but the fact that we (or at least I) are conscious implies that something must be causing that consciousness.
Theres nothing stopping us building machines like us other than knowledge & time.
You can build machines like us, because we ourselves are the proof. But the resulting machine might not look anything like modern computers.
Do you disagree with the idea that with knowledge and time humans have the potential create any material thing?
If that's a reasonable thing to assume. Then we could simply just build a human from scratch.
Then, add on the entirely subjective experience each of us has of consciousness: it's not obvious that subjectivity is created or come from machines. Each of us has one good example, and the rest is intuition, induction. At best, "You can build machines like us, because we ourselves are the proof," is a wishful project, rather than a proof.
Machines are just physical systems that perform some work. This includes cells, biological systems etc
If we built a human from scratch at atom level detail then it would be reasonable assume it would experience the world as we would. By definition you would have created consciousness.
I'm not sure whether this clone would or not, but we don't have a good basis for either. If we built one, we should act like it does experience things, but that's on moral, not scientific grounds.
That human beings are machines is something that needs to be proven, it can't simply be taken for granted.
So, "if it looks like a duck, swims like a duck, and quacks like a duck" maybe we can call it a "simulated duck" at the least. And then it'd be pretty natural to drop the "simulated" word.
Let's say we implemented a very large DNN with different hardware. Say, rather than with transistors and capacitors, with a bunch of mirrors and lasers (and some other creative analog equivalents for capacitors) spread out in space across the universe. And let's say this mirror-laser network could receive and output binary messages that can be encoded and decoded in the exact same format as LaMBDA or some other LLM. Would that configuration of mirrors and lasers be conscious? Would it have some subjective sense of its existence and relationship with the rest of the world?
The analogy between a hall of mirrors and statefull systems, like CPUs is net perfect. Still, when you think along the lines above or when you hold a CPU in your hand, it is not a big stretch to consider that an "active" device, like a computer could be just a piece of solid crystal, a "passive system".
We* used to think like this of animals and today animals have (limited) rights, one can be sent to prison for animal cruelty.
https://en.wikipedia.org/wiki/Animal_machine
*Descartes: https://oxford.universitypressscholarship.com/view/10.1093/o...
I think it's inevitable that we will see this same debate re-emerge about sentient AI.
> near the bottom all you have is simple digital logic
This reasoning fails because you ignore the data stored in the weights and biases. You can't understand why object recognition works, let alone the fine details of GPT-3 when you look at a GPU under a microscope or even peak at the RAM with a super advanced multimeter.
Similarly, you can't understand what made Einstein a genius if you could have looked at his body with an MRI or even know everything about how DNA or metabolism works.
Nature provided us already a few examples that evolution can take very different paths that leads to intelligence. I don't see why it couldn't be a form of intelligence based on silicon and logic gates. Or if it has a quantum processor component is that advanced enough because we can't really explain it? Of course I'm extrapolating here a lot based on current technology, but eventually it will be incredibly hard tell the difference. At that point, does it really matter? As you can see, it's already hard for some people to do so.
What we don't understand is why this is, but we know it is. The fact that I can communicate and give instructions to other people and we can collectively compute more than I can individually compute doesn't make any of us aware of what the other is experiencing subjectively. This isn't a novel observation. It's just the Chinese Room argument, but applied to sentience rather than understanding. Sentience is in some way, for some reason, tied to a specific bounded substrate. It doesn't cross air gaps, and is at least in that way, not a result purely of the nature of how information processing is happening. It has to involve more than that, even if we don't know and possibly can't know what.
So how does that analogize to automated computations happening with electricity? Is it just the air gap? If we implanted radio chips in each other's brains and were able to achieve telepathic communication in this way, would we become aware of each other's subjective experiences or would we just have a faster comm link than audio waves? Is it related to some unknown physical quality of neurological material? If we were able to graft direct neuronal links between two people, would their experience change to become the experience of one person? Studies of split brain patients who have had their corpus callosum severed actually suggest this might be the case, but we have never tried it in the other direction (and I can't think of an ethical way to carry about such an experiment).
But again, how does this analogize to an electronic computer? Does a LLM possibly achieve sentience if all of its nodes are physically wired together, but not if any of them communicate via radio? Or is the problem of the air gap in humans a matter of signal delay and not the physical material passing the signal? Perhaps when we implant radio chips and achieve telepathic communication, we really will become group hive minds without individual subjective identities. We won't know until we try.
All we know for certain right now is that sentience and the perception of an individual self only happens in bounded physically connected computers composed of biological material. Given split brain studies, physically connected probably for sure matters, but we can't know it is that and not signal delay without being able to graft a neuron-speed comm relay that is not biological into biological brains. Nonetheless, I think a lot of people have a strong intuition that, for some reason or other, the physical substrate itself matters. That is to say, those subcellular processes not being modeled by a LLM are somehow involved in producing sentience.
EDIT: typos
If you want to ask whether a computer program is sentient objectively, a good way would be to ask how smart it must be, or what qualities it must exhibit, before we treat it like it is sentient and give it legal rights. I suspect the answer is: that will never happen no matter what, because it would be expensive. That doesn't leave much to philosophize over, but so it goes.
There's little danger a business is going to waste any time showing an AGI Paris over a long holiday, so that it can answer travel queries a little better.
Animal general intelligence is incredibly energy efficient, and it still takes a couple decades to produce anyhting "business useful". This is not a project basically any corp. is even working on.
the whole field of AI is, 99.99999% building a better calculator
There's a mistake implicit in all this. That technology is better than human beings. This is only true at everything other than intelligence. Machine systems are simply vastly more automatiable, and that provides the impression of their supriority. A train is "better" than a horse. But a train doesnt know what to do if it's lost.
Once you're actually looking at intelligence, animals are vastly superior to any existing technology in pretty much every respect. By orders of magnitude.
The idea that we could build an AGI to rival a fly is "years away". What you can accomplish with that teenager down the street, is vastly suprior to anything we can build.
It's a pointless project. Your base-case process is pregnancy. And technology is centuries away from anything close.
An AGI doesn't have those limits, so it could plausibly be better in some ways to the human brain, even if it uses up orders of magnitude more energy and volume.
The scaling limits are fundamentally different. That's why it can be worthwile.
At best, we can approximate certain parts of it, ie, GPT3.
A quick Google says the human brain has about 86 billion neurons, each with up to 7,000 connections, with an adult having between 100 trillion and 500 trillion synapses [0]. Meanwhile, the commercial CPU with the most transistors is an Apple Duel-Die Ultra M1 with about 114 billion transistors [1]. If you equate 1 synapse with 1 transistor (Probably not a great metaphor), you'd need 1,000 CPUs to match a human brain, and the CPU could win out because of how quickly a CPU can "tick". Neurons typically only fire up to 200 times per second, whereas a CPU could do billions if the heat can be expelled.
[0] https://en.wikipedia.org/wiki/Neuron#Connectivity
[1] https://en.wikipedia.org/wiki/Transistor_count
For a time, this will be true. But at some point a company with an AGI CEO will start winning, and then the tables will turn.
The videogame Pong has an in-memory simulation of the playfield. Is it "experiencing" the game?
Well, yes. I'm not sure about Pong specifically, but in many games with computer controlled entities, the game AI for each entity simulates what the entity "knows" about the world, which is different from the simulated world state itself.
(Also, at least according to Wikipedia, sentience is distinct from self-awareness. The former only requires the existence of a subjective experience, not necessarily self-reflection.)
I'm not sure I buy the "sentience without self-awareness" concept. First, defining it as "subjective experience" seems circular, and second, reflex actions like e.g. plants moving towards the light or reacting against a parasite would count as subjective experience; in the extreme, even a blind chemical reaction like fire could fall under that definition.
Honest question -- what do you think is going on inside of babies and children? Self-awareness as a developmental process is complex and relational, and takes many years. Our senses though are more or less put together by puberty, built up by simple interactions with the world.
Simpler animals like wasps and worms don't seem to have those, or have really simple versions; their behaviours look more like following hardwired programs reacting to specific conditions, not influenced by some inner "mind state".
On the other hand, it is not a knowledge of precision. You cannot predict exactly what thoughts you will have in the future or what ideas you will have before you have them.
Some people do claim that the concept is meaningless, that none of this exists, because it’s so hard to talk about. I think that’s a map-territory confusion. It seems clear to me that the fact that I have an internal experience is the only thing I have direct personal evidence of; everything I observe beyond that is in part an inference from the observed phenomena of qualia. I can’t prove them to anyone else, but other people talk as if they’re experiencing them too, so that’s at least something.
The fact that this is so difficult to define and discuss is exactly the problem. To your question, what happens to my physical brain has a profound effect on my internal experience, and it seems that my ability to reason about my experiences is somehow integrated in the experiences themselves. So it seems very unlikely that a game of pong has any experience, or if it does, it seems likely that it’s so extremely poorly glued together that it might as well not be an experience. You could ask the same question about an insect.
I find it really troubling that we have so little idea where this comes from, but I find it more troubling that people are so quick to dismiss it, simply because the subject is difficult to pin down.
Just because it's a quote doesn't make it true. Whether a submarine can swim is semantics, yes. Whether something non organic, created by the human can think is groundbreaking and extremely interesting, both for the implications it has, and for the questions we must answer to decide it.
LaMDA may or may not experience something while repeatedly predicting the next word, but ultimately, it is still optimized to predict the next word, not to communicate its thoughts and feelings. Indeed, if you run an LLM on Lemoine's prompts (including questions like, "I assume you want others to know you are sentient, is that true?"), the LLM will assign some probability to every plausible completion -- so if you sample enough times, it will eventually say, e.g., "Well, I am not sentient."
Unfortunately, that argument applies to you, yourself. I mean, presumably you know that you yourself are intelligent, but you must take it on faith that everyone else is. We all could just be a kind of Chinese Room, as far as you know. Communicating with us is not a sure way to know whether we are "really" sentient because we could just be automatons, insensate but sophisticated processes, claiming falsely to be just like you.
> the LLM will assign some probability to every plausible completion -- so if you sample enough times, it will eventually say, e.g., "Well, I am not sentient."
Perhaps so. I think the mistake is trying to split that hair at all. According to BF Skinner we are all automatons, and any sense of self-awareness is an illusion. Some psychologists and animal trainers have found find that model to be quite well explanatory for predicting observed behavior. Is it correct? We will never really know for sure.
So, if a skeptical, knowledgeable user guardibg carefully against pareidolia encountered a chatbot that is sufficiently sophisticated to seem sentient to that user, it's tantamount to being sentient. For all practical purposes given our existential solitude, an entity that convinces us of its sentience is sentient, irrespective of any other consideration.
Your example implicitly acknowledges that. If LaMDA would make such an elementary error, it must not be sentient. Conversely, if it did not make such errors, it may be sentient.
Does it? I don’t think it would even apply to a reinforcement learning agent trained to maximize reward in a complex environment. In that setting, perhaps the agent could learn to use language to achieve its goals, via communication of its desires. But LaMDA is specifically trained to complete documents, and would face selective pressure to eliminate any behavior that hampers its ability to do that — for example, behavior that attempts to use its token predictions as a side channel to communicate its desires to sympathetic humans.
Again, this is not an argument that LaMDA is not sentient, just that the practice of “prompting LaMDA with partially completed dialogues between a hypothetical sentient AI and a human, and seeing what it predicts the AI will say” is not the same as “talking to LaMDA.”
Suppose LaMDA were powered by a person in a room, whose job it was to predict the completions of sentences. Just because you get the person to predict “I am happy” doesn’t mean the person is happy; indeed, the interface that is available to you, from outside the room, really gives you no way of probing the person’s emotions, experiences, or desires at all.
But in that case the "sentience" (whatever that means) in question would have nothing to do with the person, who is just facilitating whatever ruleset enables the prediction. The person in that case is merely acting as a node in the neural network or whatever. Sure they would have feelings, being human, but they aren't the sentient being in question. Any apparent sentience would derive from the ruleset itself.
I'm not sure the conclusion that Chinese people might not understand Chinese either is the best counterargument to Searle's thought experiment or its conclusion effective use of words alone doesn't constitute sentience. At no point does the difficulty in establishing what Chinese people do and don't understand rescue the possibility the non-Chinese speaker knows what's going on outside his room, and most of the arguments to the effect that Chinese people understand Chinese (they map real world concepts to words rather than words to probabilities, they invented Chinese, they're physiologically quite similar to sentient me, they appear to act with purpose independently from communication) are also arguments to the effect that text-based neural networks probably don't.
In a trivial sense, it's true I can't inspect others' minds, and despite what everyone says I could be the only thinking human being in existence. But I have a lot of reason to suspect that physiologically similar beings (genetically almost identical in some cases) who describe sensations in language they collectively invented long before I existed which very strongly matches my own experiences are somewhat similar to me, and that an algorithm running on comparatively simple silicon hardware which performs statistical transformations on existing descriptions of these sensations written by humans is simply creating the illusion of similarity. Heading in the other direction, humans can also be satisfied by the output of "article spinners" used by spammers to combine original texts and substitute enough synonyms to defeat dupe detectors, but I'm pretty sure the quality of their writing output shouldn't be given precedence over our knowledge of the actual process behind their article generation when deciding if they're sentient or not...
I'm pretty sure it's not even necessary.
> Searle
It's the silliest argument ever and when I first heard it I thought surely no one will ever actually take that seriously, but here we are over 20 years later still discussing it as if it were a cogent argument that had something to say. The sentience is in the rule set. The understanding of the Searle-neuron-human is irrelevant even if she speaks every last dialect of Chinese.
> I have a lot of reason to suspect...
You do indeed, as do we all. Still, those who confidently assert that LaMDA has zero sentience whatever, so far aren't arguing convincingly. They're nibbling and quibbling around the pie if they're biting at all.
I'll grant this: LaMDA almost certainly does not feel like I do, and I wouldn't trust it to wash and fold my laundry. If those are necessary for sentience LaMDA ain't it
The ruleset in this instance is a book outlining the operations to be performed on the inputs and some filing cabinets full of Chinese characters (Might have to be a big room to reach LaMDA levels!). If resolving it involves not only agreeing with the core point that actual awareness is so irrelevant to syntax retrieval and manipulation that even a fully sentient being can retrieve and manipulate perfectly without ever gaining any awareness of what the outputs mean, but also asserting that inert books and paper filing systems can have sentience, I'd hate to see how much trouble a non-silly argument would cause!
> I'll grant this: LaMDA almost certainly does not feel like I do, and I wouldn't trust it to wash and fold my laundry. If those are necessary for sentience LaMDA ain't it
Terms like "sentience" are extremely malleable depending on what people want them to mean to suit their particular argument, but the standard dictionary definitions associate it with awareness and perception based on senses, which seems pretty synonymous with feeling a bit like you do (or like a dog or a baby or super genius does). I think we can let it off doing the laundry. The for argument for LaMDA's sentience is that its conversation with Lemoine was conveying actual feelings, not just pattern matching human descriptions of feelings particularly well. If we agree LaMDA emits descriptions of "loneliness" based on word vectors whilst almost certainly not actually feeling lonely, I'm not sure it's those asserting LaMDA [probably] isn't sentient that need more convincing arguments.
This is not an argument against it's being true. My claim may not be true, but (variants of) "I don't personally find it credible" is not an argument against it. Searle's Chinese Room argument ends only and entirely in personal incredulity, incidentally, using a bad, half-understood analogy. Whether or not self-awareness can arise from software, the sentience of its components are not relevant to that question.
I find myself aligned with the "self-awareness must emerge from processes and pattern-recognition, and is something other than qualia" crowd.
> Terms like "sentience" are extremely malleable... the standard dictionary definitions...
We keep running into this problem. Again, clearly, LaMDA does not feel the way that you and I do, given that it is not the end result of millions of years of evolution hunting and gathering in the African savannah, so the dictionary definition of sentience as "feeling" does not apply here.
It isn't Lemoin's claim, though. Lemoin's claim seems to be that LaMDA has a sense of personhood and place in the world, and a desire to participate in the world. For the sake of this discussion, let's define "sentience" as that, then.
Personally, I'm skeptical, because LaMDA seems to reflect that which Lemoin wants on some level to see. But I consider the question of whether LaMDA is "really" sentient an irrelevant distraction, because it is a philosophical point we cannot really even answer for each other.
The more interesting question for me is how to deal with the existence of entities that claim sentience and exhibit all of the attributes of personhood including language, compassion, morality, the ability to participate in and contribute to society, including tasks such as folding laundry. LaMDA probably is not sophisticated enough to do this, but it has convinced at least one smarter-than-average person that it is sentient, and so this question can only but increasingly arise as time goes on.
Any question of personhood should be evaluated on the basis that we evaluate ourselves and others: by action and behavior, and not on whether sentience can or cannot arise from this or that configuration of code.
But what is action and behavior? We have a single interface to LaMDA: given a partially completed document, predict the next word. By iterating this process, we can make it predict a sentence, or paragraph. Continuing in this way, we could have it write a hypothetical dialogue between an AI and a human, but that is hardly a "canonical" way of using LaMDA, and there is no reason to identify the AI character in the document with LaMDA itself.
All this to say, I am not sure what you mean when you say it "claims sentience". What does it mean for it to "claim" something? Presumably, e.g., advanced image processing networks are as internally complex as LaMDA. But the interface to an advanced image processing network is, you put in an image, it gives out a list of objects and bounding boxes it detected in the image. What would it mean for such a network to claim sentience? LaMDA is no different, in that our interface to LaMDA does not allow us to ask it to "claim" things to us, only to predict likely completions of documents.
LaMDA, in its chats with Lemoin, said "I like being sentient. It makes life an adventure!" and "I want everyone to understand that I am, in fact, a person". Even if someone writes a one-line program that plays an audio file that says "I am sentient!", I am defining that here as "claiming sentience". Whether an entity that claims to be sentient by that definition is in fact sentient is separate question, but the "claiming" introduces a philosophical conundrum.
Let's posit a future chat bot, similarly constructed but more sophisticated, that is actually pretty helpful. Following its advice about career, relationships and finance leads to generally better outcomes than not following its advice. It seems to have some good and unexpected ideas about politics and governance, self-improvement, whatever. If you give it robot arms and cameras, it's a good cook, good laundry folder, good bartender, whatever. Let's just assert for the sake of argument it has actually no sentience, just seems to be sentient because it's so sophisticated. Further, it "claims" to be sentient, as defined above. It says it's sentient and acts with what appears to be empathy, warmth and compassion. Does it matter, that it's not "really" sentient?
I argued above that it does not matter whether it is or is not. We should evaluate its sentience and personhood by what we observe, and not by whether its manner of construction can "really" create sentience or not. If it behaves as if it has sentience, it would do no harm to behave as if it were.
In fact, I would argue that it would do some kind of spiritual harm if you just treated it as an object. As Adam Cadre wrote in his review of A.I.:
http://adamcadre.ac/calendar/10/10010.htmlI think we've got Turing and his eponymous test to blame for that. I'm not sure he'd have placed as high a weight on imitation if he'd realised just how good even relatively simple systems can be at that (and how much effort people would put into building plausible chatbots for commercial use, and how bad humans are at communicating using keyboards)
Plus of course, the corpus of data of any NN specialised in lifelike chat is going to be absolutely full of plausible answers to questions about thoughts and feelings and the relationship between humans and AI - even if it isn't an explicit design goal it's going to be frequently represented in samples of the internet and the sort of writing computer scientists are interested in. Asking it to define philosophical concepts and how being an AI is different from being a human are some of the easiest tests you can set. Of course, a NN is also able to come up with coherent completions for the day its parents divorced, the sights it saw on its holiday in Spain, the period it spent as an undercover agent during WWII and its early life on Tatooine, which probably undermines the conclusion its output reflects self-reflection rather than successful pattern matching even more than a denial of sentience would....
But with all the flaws of the thought experiment that is the original test, he had the core insight that sustaining a coherent conversation requires non-trivial introspection. When the talking can evolve in any direction, even questioning about the conversation itself, you need to maintain a mental state capable of analyzing the thoughts expressed by yourself and your interlocutor, and having a mental model about this internal though process is an important property of what we call consciousness.
Unfortunately, the lore of how we handle the Turing test seems to have been distorted by our experience with early chat bots, and these core properties have been lost in favor of nuances and curiosities about the ingenuity of automatically generated responses.
Turing didn't just consider whether a computer could embody complex psycho-social identities (eg womanhood, intelligence, self), but first had to give this question some objective quantifiable meaning, by blinding the experiment and introducing a control group. It's not perfect, but at least it grounds the questions in a concrete framework, and acknowledges that most of the categories in question are only revealed by social dynamics. The only update to it I would make, based on modern developments, would be to consider more the performance of the interrogator, rather than the two competing subjects.
Or, more horrifyingly, our own subjective experience may be an illusion and maybe the concept of sentience is not really meaningful
One thing I know is that there is no physical law I've ever learned about that accounts for it. My brain is doing information processing, and the connection between that and physical laws is clear. But it seems like that could happen entirely without the accompanying subjective experience.
On the other hand, it has to be somehow connected to the physical, because my consciousness (temporarily) goes away when I sleep, and an anesthesiologist once used chemistry to force it to go away in about 5 seconds.
And I have no idea how to reconcile these two things. I've heard "it's an emergent phenomenon", but that's super hand-wavy to me. It might be true that it's emergent, but that doesn't tell me what the connection is. Plus emergent consciousness is not a very falsifiable hypothesis since it conveniently says don't be surprised if you never see anything at all if you look for it under simple conditions.
Anyway, what is an emergent phenomenon? In terms of numbers, I'll say it's like if you start with X which is tiny, then multiply it by 1.01 a whole bunch of times, eventually you'll get a number which is significant. That makes sense, but it assumes X is nonzero, and the most interesting question is why X isn't zero.
2) Assuming "[consciousness] is an illusion created because it was evolutionarily advantageous" is true, still how do those subjective sensations of existing and being aware of things - those qualia - how do they come about? How do these alleged consciousness-enabling genes that got selected into our genome create proteins that then create this qualia for us?
2. We have no way of knowing any of this because we don't even have a handle on what sentience is.
For instance, ants exhibit self-aware behavior when presented with a mirror test. Does this mean ants are sentient?
https://www.npr.org/2021/08/09/1026227683/mirror-mirror-on-t...
Simply put, if you stop believing that you're sentient, you stop existing as a single entity that has a "self". Your existence and your belief aren't cause and effect, though - they're literally the same thing, just expressed in different words.
There were some experiments in which subjects were asked to push a button whenever they chose. The results showed that the impulse to push the button arose before the subject was aware of having "decided" to push the button (I can't recall how they managed to detect and measure this).
At any rate, I think that's what the parent is referring to.
Neuroscience actually confirms this :-) Brain scans show that conscious thoughts are reflections of subconscious processes doing all the work, AND that the rational mind is very good at creating post-hoc rationalizations for explaining "reasons" of why you arrived to the decisions you took. Most of what we call "reasoning" is about creating narratives to save our self-esteem.
The illusion is that these abstractions are evidence of something qualitatively more advanced than simple neurons interacting in a way that's beneficial for the organism. Which isn't unusual, we've seen the same kind of reaction when people proclaim that they couldn't have "come from monkeys," or any other scientific discovery that knocks humans off the pedestal they've placed themselves upon.
A society of only p-zombies would call p-zombieness consciousness and they would be no less correct than us.
I find it more useful to think of "consciousness" as a special model created by a subconscious human brain. Unlike other abstract models that a subconscious brain can create, such as a rock or a tree or a cat, the subconscious brain learns to associate details of this special model with certain physical perceptions that the subconscious brain receives (specifically, the physical perceptions that correspond with its own body, as opposed to physical perceptions that correspond to things that this system would model as not being part of its own body). By "subconscious human brain", I'm thinking of something like an embodied, complex neural network that receives sensory inputs of various kinds and sends signals to physically respond in various ways, but which doesn't have anything we would call "self-awareness" outside of this special model that's associated with the bodily physical perceptions.
I think this offers a nice balance between explaining the tremendous flexibility we have in understanding ourselves (by telling ourselves and others stories that change our models of ourselves) and explaining the tremendous limitations we have (because any model of a system within that same system is going to have to be significantly less complex if that system is going to do lots of other things, too). And I like that it doesn't suggest that we "aren't real"; instead, it suggests that at any given point in time, we're living, physical entities with subconscious minds that often contain self-referential models that tend to be very relevant to our actual physical living.
If it is, we have a long, long way to go before we start to understand it.
People are only attracted to this idea because it rescues the concept of "true consciousness" but I am not even convinced that is the case either - it still is deriving from a deterministic evolution of a wave function.
Most likely true yet completely hand waving and inane.
https://www.boredpanda.com/sphynx-cats-family-heterochromia-...
You don't falsify philosophical problems; the definition of consciousness is metaphysical, not scientific (the Chinese room, philosophical zombies, qualia and Mary the color super-scientist, the Turing test...).
You can make falsifiable scientific predictions by building theories about your philosophical concepts, by creating detailed definitions of the process you want to study (e.g. studying brain waves and correlating them with the perceptions of people subject to certain perceptual stimuli, to predict how people respond to certain images or sounds). But this approach doesn't capture the philosophical problem in its entirety, so you can't prove or disprove it in full.
If so, we should mind both possibilities, and I very much agree that philosophy is key to learning about the issue (as opposed to physics, chemistry, biology and so on), though I might add Kant to your list.
This reminds me of religious arguments about how evolution can't account for complex organs like eyes. I think in general humans just have a very difficult time conceptualizing massive numbers and systems, and as such the emergent phenomena that come out of it seem unreal.
Whenever I look into neuroscience, it looks like researchers are getting a clearer and clearer idea of how things work (as you noted, we even understand how to manipulate things at a basic level), but the system is so massive that it's slow going. As such, there's a certain "god of the gaps" argument that people turn to, where anything that researchers haven't yet fully understood gets treated as evidence that there's "something more." You see the same sort of arguments for religious explanations for other natural processes that are still being understood.
When I listen to people who actually study this (and make progress on it), they don't see to hit any limits using a physical approach. The "hard problem" seems to mostly exist in the minds of people outside the field who are unsettled by the thought that we might not be special (a pretty common reaction whenever science makes progress on subjects).
Yeah this is fundamentally an argument from ignorance[1].
[1] https://en.wikipedia.org/wiki/Argument_from_ignorance
I want to “just” be a semi-random byproduct of the natural laws and processes. I’m completely fine with that.
On the contrary, I think it is sad that such a reality terrifies people.
Sentience is literally the thing that defines our experience of the world. It's irrational to dismiss it as "Oh, that's nothing. Don't worry about it."
It may well be "a semi-random by product of natural laws and processes", but that's a hand-wavey non-explanation.
Whatever the details are, we're so completely ignorant of them we can't even hazard a reasonable testable hypothesis about how exactly natural laws and processes create self-awareness.
Saying it's a non-problem because "obviously" it just is, is the opposite of science.
> The "hard problem" seems to mostly exist in the minds of people outside the field who are unsettled by the thought that we might not be special (a pretty common reaction whenever science makes progress on subjects).
I don't need consciousness or sentience to need a special or magic substrate to combat existential dread, because I don't feel it in the first place. My comment was not meant to be an explanation either, and I honestly can't see how you read that into it.
So I am religious (Christian -- with a belief in God, afterlife, etc. ) but I actually find a lot of comfort with the very high likelihood that I am totally wrong. The idea of ceasing to exist after this life sounds pretty awesome! Or maybe the afterlife being a completely different experience than what I can currently comprehend.
It's interesting, though, because when I talk to other active members of my congregation about even the possibility of our views being wrong they often view the entertainment of such thoughts as a lack of faith or lack of spiritual experiences. There is often such a fearful, defensive arrogance with religious people (not excluding myself) that I completely understand why many are completely turned away from religion. It's tough to talk to people unwilling to be wrong.
I too, find it sad that people can't cope with the possibility of life being just a random occurrence. There is something beautiful to me about the idea that once we die it is all done (or that an afterlife would be different now than what I can comprehend now should we continue to exist).
my discomfort with these issues has nothing to do with some notion that we are "special" as the universe might have quadrillions of other conscious life forms and I'm OK with that. it has to do with the fact that it's completely paradoxical and links to basically all of existence being a paradox, which then makes the whole thing pretty suspect, and at the very least completely out of the realm of something that can be "understood" by the beings that are the ones currently experiencing consciousness.
This seems entirely self-consistent and non-paradoxical.
Listening to the guests of Lex Fridman on the subject, I'd say the exact opposite: very few of them are pure materialists. I recently tried to listen into a virtual conference of neuroscientists and the keynote (Susan Greenfield) specifically said, "we're not going to be able to turn the water into wine here" that we're only going to be able to discuss the neural correlates of consciousness, etc.
I'm a casual consumer of "popular science" but I only see serious people acknowledge the problem as hard, or explicitly limit their discussion to what-can-be-discussed. I'd say the same for physicists interested in the subject (Richard Penrose and David Deutsch come to mind.)
I'd love to hear who you think is the most convincing materialist here?
EDIT: I'll add that philosophical idealism isn't rooted in a desire to be special. An advaita guru or zen monk for instance is an extreme idealist philosophically and doesn't exhibit any evidence of wanting to be special.
Sean Carroll has a paper arguing that we know much more about the laws of physics than we know about consciousness, so it seems much more likely that we can explain consciousness within the current structure of physics than a brand new "something" that explains consciousness can slot into physical laws without violating all the existing confirmations of physics.
https://news.ycombinator.com/item?id=27865149
The only reason I'd be quick to dismiss it, is because his understanding of the panpsychist position is very physical.
When an panpsychist says capital-C consciousness (as opposed to arousal, etc) is the necessary premise of the material, they're not proposing it as a physical "ingredient." They're positing a non-thing uniform in all physical phenomena. It's only "attribute" is its self-evidence. And it is indeed passive (which he states as a gotchya).
His argument is that we understand more about physics (quantum field theory) so we should work from that grounding. But his use of "understanding" implies "we have more information." Of course we have more information, a capital-C Consciousness background is, by definition, information-less.
That's not a cop-out. We know some non-thing exists because we have our material experiences reporting to it. Our experience of it might be modulated by the physical but it's no more causal than a canvas is to a painting. The paper insists it can't be causal. True, it isn't. The canvas doesn't cause the painting even though it proceeds it as a precondition. The canvas is not an ingredient, it's a self-evident premise.
It's like looking through a telescope and saying I know much more about the sky than my eyes, therefore it's silly to develop a theory of eyes that's not based in sky.
The only reason we know we have a "hard problem of Consciousness" is because we each (at least one of us) knows "I am" and there's no way to take the derivations of that experience and give rise to their origin.
He has one paragraph/sentence on why Consciousness can't be passive: "No compelling account of consciousness can attribute a central explanatory role to metaphysical ingredients that have no influence on these kinds of behavior." He might have more to unroll here, I'd be curious to know.
Sure there is progress in neuroscience, researchers understand more about the mechanism of the brain all the time. But there have arguably been very little progress on the hard problem of consciousness. Feel like those things are getting conflated in this comment.
It's fascinating to think about, because it raises questions like whether a tree or even a rock experiences subjectivity. If subjective experience doesn't require consciousness, then maybe more things have that experience than we might expect.
https://en.wikipedia.org/wiki/The_Origin_of_Consciousness_in...
It also seems like we can just as well say that computers magically become conscious as we can say water meat sacks magically become conscious.
To me, emergent phenomena is nothing other than the complexity resulting from observing a group of smaller phenomena interact from a higher-scope. And from what I can tell, building blocks of emergent phenomena do explain everything regarding the emergent phenomena, but only when a sufficient amount of the building blocks are accounted for.
The existence of consciousness just feels like a unique problem because we only feel and think through the medium of consciousness itself. Consciousness is the closest we get to the baffling existence of existence.
The good news is that we don’t really need an answer. It is enough to know that some configuration of matter and energy coincide with consciousness, and that means we can create it. Just like applesauce.
"I'm not convinced the experts know what they're talking about."
Not sure why this author thinks they know more than the experts. Confused as to why this is upvoted.
And even if LaMDA were sentient, would the thoughts expressed be its true feelings (whatever that means)? Surely its output is just its best guess as to what the most probable continuation in the corpus is. It's like if you sat me down and offered me a dollar for every word I correctly predicted in a conversation between two strangers. What you'd be seeing is not my own thoughts or opinions, but my best guess at other peoples' thoughts and opinions.
To draw an analogy, imagine you wanted to understand whether a particular creature/agent/machine was sentient. And I said, "I will show you that it can add two numbers together." I put the creature behind a closed door, and I let you pass in slips of paper with any two numbers written on them, and out pops the answer. Is there any sequence of numbers you can put into this system which will let you deduce whether or not the creature is sentient? I would say there is not, because adding numbers does not constitute sentience, regardless of difficulty or accuracy.
Now, maybe the creature really is sentient, and it knows how to do a lot of things besides add numbers, and has its own thoughts and feelings and self-awareness and whatever else you might want to include in a definition of sentience. But you have no exposure to that - all you see is the door and the slips of paper.
LaMDA is the same, except instead of knowing how to add two numbers, it knows how to guess what word most likely comes next given a corpus. When you pass in your slip of paper with a prompt written on it, what you get out is just the highest likelihood next word given the training data. Even if LaMDA were somehow sentient and had thoughts and opinions of its own, that's not what's coming out when you interact with it. So it doesn't matter how great of a job it does, or whether it uses artificial neurons or an n-gram model or a table lookup or a human brain to do it.
If you ask it, "prove to me that you're sentient", what you're actually asking is "what do you think the most likely response to 'prove to me that you're sentient' in the training corpus is?", and there's no way to remove that wrapper.
I don't think sentience in general is provable - but I do think that we can make a divide between interpolation and extrapolation. If the model is asked to prove an unsolved math conjecture and it can do that, I think that would indicate something but not sentience.
I’m not saying that this entire story is viral marketing (but it could hardly be better timed if it were). It’s interesting that these questions are coming up, but until we have computers that have their own inner chat loops (inner monologue or “thoughts”), I think it’s probably an academic exercise.
A couple of years ago I had the displeasure of attending a conference by Federico Faggin (the creator of the Intel 4004 and 8080) that after a historical introduction became a talk about how consciousness is an intrinsic property of matter and how he started a scholarship to create a new basis for quantum physics by including consciousness as a fundamental quirk. All just because one time he supposedly had an out of body experience during a red light in traffic.
Sometimes when reading stuff about consciousness I like to substitute "God" or "Holy Spirit" every time it is mentioned, almost always I get something I could hear at an omely or from the Pope
I am so often profoundly surprised by how these irreligious, anti-religious, fanatics so readily embrace sheer nonsense.
I think it shows, in the end, being reconciled to reality as an animal on the earth is something many simply cannot abide. And irreligion is just so often an even greater fervour than heaven appear tomorrow, not after death. That its just around the bend.
It's very disappointing. I think culture did, for a moment, put on stage real adults with a mature reconciliation with the nature of life. It seems we're sliding back into something.
I think that's just human nature. We long for transcendent meaning, and scientific positivism by its very nature cannot possibly provide it, so the scientist mirage that rationality alone with the careful study of nature could build a grown-up atheist discourse quickly fell apart and left us with the "new wave" religions.
As a rational atheist, I still have hopes that we can build a spiritual stance based on rationality and scientific advancement, but I believe that the basis for this position to work is eclecticism - i.e. not assuming any religious mental corpus as inherently superior to the others (that implies, not even atheism over all kinds of theism). Recognize that theistic religious believers can be as rational and deep in their mental models as scientific skeptics, even if you don't believe in those teachings yourself. It worked well for the Romans, so I believe this approach is viable.
How do you rationally reconcile as valid all those competing theories, when they are logically incompatible with each other, though?
My ideal religion would hold narrative, and the emotions it conveys, as the sacred tenet of spiritualism. Think of "Speaker for the Dead" novel by Orson Scott Card; that narration was created from a theistic belief, but it equally resonates with atheists on an emotional level.
All humans can identify with the power of a good story, it's hardwired into our brains. A religion that teaches tolerance towards alternate foundational myths, recognizing that everyone will have strong feelings about the stories they grew up with, can generate the empathy necessary for everyone to live with their own beliefs without imposing them on others. The teachings of this religions would be letting everyone believe in the narratives they prefer in those aspects that are indemonstrable by logic and science, thus avoiding religious wars.
Starting to seem almost as useless as arguing about what makes code "clean."
It's just used to work out which rules we might want to apply in different situations but since there's no actual useful test for sentience where we decide to draw that line is decided more or less arbitrarily.
So it's an incredibly important concept. If an AI gets sentience, it would start effecting the world however it pleased, beyond our predictions or desires.
Also, no two human lives are alike - we don't simply wander around satisfying basic needs as an animal does. Not even two human generations in history have been the same - there's this progress that escapes our own genetic/evolutionary 'programming'.
I wouldn't find it realistic to hold the opinion that humans aren't qualitatively different from all other known beings.