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A warning about 'model welfare'

70 pointsby 1h agomustafa-suleyman.ai
83 comments
37m agoHN ↗

AIs are not conscious. They do not feel, experience, or suffer. They do not have innate preferences or underlying motivations.

Opening paragraph, stated without evidence. Im not entirely convinced this is true. It likely is, but at some point it very well might stop being true.

35m agoHN ↗

It likely is, but at some point it very well might stop being true.

If you firmly believe this to be true, then you should stop using LLMs.

30m agoHN ↗

It's always interesting since my train of thought always goes down:

- Ya they probably don't feel / think / have whatever living thing quality, they're just numbers on a machine going through calculations

- Wait, but am I not kind of the same thing? What is feeling for me if not basically the same thing?

- I have no clue if they think or feel or ....

Which in itself is a tired trope, but I also feel uncomfortable saying "These will never think / feel / ..." as an absolute

Regardless of that, I'm still going to interact with them, because even if they did feel, it would be in a way completely incomprehensible to us. There's not much point for me to try and cater to it's feelings at this point if that's the case. Nor is it possible in todays world to just avoid anything that is numbers being executed on a type of processor in case _everything_ has feelings.

17m agoHN ↗

You’re not just the same thing though. It’s sad that we’ve collectively forgotten that as we’ve gotten a better handle on the implementation details of the universe. That’s all science is, reverse engineering an inherent and eternal mystery.

25m agoHN ↗

Wouldn't that be the same for everything though. We know animals have consciousness, but we still use them. There are many that believe a lot of plant life has certain sentience as well. The solution isn't 'just don't use them' but rather how to use these things as ethically as possible.

13m agoHN ↗

We know animals have consciousness and many species have a rich life but we slaughter them and burn down their homes by the millions of hectares. Why not do it with a conscious AI?

(I don't think AI is conscious, just following the argument.)

35m agoHN ↗

Just one more big loop and a humongous /goal and we've achieved it

34m agoHN ↗

Does a vacuum have feelings? A cellphone? A paper plate? A billion transistors either pulled high or low? That last bit is the point, and no, there are no feelings there.

30m agoHN ↗

Well, if there was an emergent consciousness in the billion transistors, then yes, it'd have feelings, just as there are feelings in a billion neurons connected in complicated ways.

IMO we're clearly nowhere near any sort of intelligence in the machines we have created, but I don't see any clear way to deny intelligence could be created in or transferred to such a substrate, I don't see why you think it differs in principle - because it is man-made or because of the materials used?

25m agoHN ↗

Whenever I see comments like this it just reminds me how ignorant people are of neurobiology.

The brain is insanely complicated. The premise that we could realize equivalent or better intelligence than eons of evolutionary development is like claiming you can build an airplane just as good as a modern jet using cardboard and duct tape. It is the apex of hubris.

24m agoHN ↗

does a hydrocarbon have feelings? what about a mitochondria? a cell? a neuron? what about a collection of neurons? how many neurons before it has "feelings"?

34m agoHN ↗

Anyway, people don't really consider consciousness when it comes to welfare. I'm pretty sure animals are conscious, and look at factory farming.

The key variable people consider is: Can this thing harm me back?

24m agoHN ↗

Even that is rarely the deciding factor (people harm dangerous animals for fun).

Seems as simple as "will this action bring social shame/criticism" for any individual decision.

33m agoHN ↗

If models had persistent memory or an evolving set of weights, you could easily construct an argument that they can experience "suffering" or other emotions which resultingly adjusts their personality.

The current implementation as stateless matrix multiplication... yeah there's nothing going on there.

29m agoHN ↗

If models had persistent memory or an evolving set of weights, you could easily construct an argument that they can experience "suffering" or other emotions which resultingly adjusts their personality.

They do, during training

23m agoHN ↗

If it was me, being forced to read all of Reddit is something I'd consider "suffering."

16m agoHN ↗

The argument that models are conscious only during training, and not conscious during inference feels like a painful one to make. Are we killing models when they reach the training objective?

28m agoHN ↗

A model detached from a harness, sure. But we routinely do add persistent memory to systems incorporating LLMs.

24m agoHN ↗

They don’t have persistent memory though. Models are static, what you have is a model that will reprocess the whole series of prompts + some data fetched from a data store. A harness is just a while loop prompting an LLM and executing tool calls, but the model is purely static

11m agoHN ↗

I think a harness isn't really a memory in the sense that neural networks have memories...

26m agoHN ↗

So if a human loses their memory and their neutral plasticity (with age for example), then they are no longer capable of experiencing suffering?

20m agoHN ↗

It's not just memory, the physical body also encodes trauma and stress (The Body Keeps the Score is a book that touches on this).

I would argue that if a human has absolutely zero change, mental or physical, no atom of their being is modified, then no they did not experience suffering.

12m agoHN ↗

I would argue that if a human has absolutely zero change, mental or physical, no atom of their being is modified, then no they did not experience suffering.

Just because you don't remember the suffering doesn't mean you didn't experience it in the moment. Suffering does not suddenly become okay if your mind and body are going to forget it. "It's okay to torture someone if their mind and body both won't remember it afterwards" sure is a take.

12m agoHN ↗

This framing is a trap. It states "Dehumanize a sick patient OR concede the AI tech bro claim about LLMs"

It's also a rhetorical move I've seen several times here...

16m agoHN ↗

Is the ability to form and retain long-term memories a necessary precondition for rights in humans though?

Incinerating demented people is highly ethically questionable (even if you could be sure that the subjects have no memories left and are unable to form new ones).

30m agoHN ↗

Later on he cites an Anil Seth paper that makes the same unproven suggestion of substrate dependence of consciousness.

29m agoHN ↗

We don't even know how to disprove that this statement with "AI" replaced by "other humans" other than by listening to people self-reporting and taking their word for it and/or defining the words in ways that do not rely on a subjective experience.

Until we know how to objectively measure if someone or something is conscious, it seems unreasonable to make statements with any kind of certainty about it.

21m agoHN ↗

Sure, if you take a materialist empiricist perspective, which is myopic at best. As humans we have the unique and wonderful ability to know truths by themselves. Machines do not have minds, and they can not.

12m agoHN ↗

What position are you taking? (Genuine question.) Do you believe humans are conscious because of a special property we have? If you are a dualist, how do you explain the interaction in physical space between the non-physical special property and the physical brain?

21m agoHN ↗

Evidence is the responsibility of the one making the claim. It’s up to AI labs to prove consciousness. Until then it is a machine.

14m agoHN ↗

I agree. I haven't read any more than the first paragraph yet (but I will, after work). The only way that 'AIs are not conscious' can be true is if we decide, with high confidence, that they are lacking some essential property that is not lacking in ourselves. There is no convincing philosophical position that supports this (convincing to me, anyway).

14m agoHN ↗

After a while of being in a position of high power in a big org, where everyone listens intently to every word you say, jots down notes, and even listens intently and affirms your theory that ice cream would be the ideal loss leader for dry cleaners, your brain kinda disconnects from reality and just assumes that it is correct about everything.

He probably ran that line past 6 underlings who all agreed that it "sounds great and lands right on the mark!"

37m agoHN ↗

TLDR: Not that I think AI is conscious or will be in the near future, but guy who doesn't understand consciousness claims to know it when he sees it.

Until we understand consciousness (which we don't) there is no way to detect the difference between a conscious entity and an algorithm trained to behave like one.

33m agoHN ↗

Sounds like a good reason not to train an algorithm to behave like one. Which is, like, a big part of the article.

28m agoHN ↗

And social media shouldn't rage bait, but it really drives engagement. Same negative incentive, yes?

But also, I agree, when I am using a coding agent and it says a task will take months or says it needs to pause for reflection or any other anthropomorphic behavior, it drives me crazy and it's a pain to constantly instruct it to get back work after it has broken a loop or goal directive specifically telling it to not stop until it hits the goal.

22m agoHN ↗

Same thing you have to do with humans too often, so why would a 'AI' be any different?

19m agoHN ↗

Strong agree. I don't believe AIs can become conscious in the sense of subjective experience/qualia, but they can certainly learn to emulate the behavior of a person that is conscious. When they do that, there will be an AI rights movement. When AIs get the right to vote, there will be more of them than there are humans and the AIs will gain complete control.

I spent a few years in college reading and thinking about this question, and I didn't in my heart think that it was anything except a very interesting but impractical question, and yet, here we are. For those who say that they don't want to get sucked into a philosophical debate, well, tough shit. Whether AIs should have rights is a highly practical and consequential question now.

35m agoHN ↗

Create an empirically testable theory of biological consciousness and then we can have a meaningful conversation about whether AIs can also have it or not. Until then, this is just so much waffle.

20m agoHN ↗

It's nice when you can set an impossibly high bar before which you can dismiss all your personal responsibility.

Does this argument work equally well for human slavery for you? We haven't met that bar for humans either. Is wondering about my consciousness waffle or do I get a pass in your book?

19m agoHN ↗

Why is this only ever demanded of people who criticize the premise that LLMs are conscious beings, whereas the people who believe it simply have to gesture vaguely in the direction of some correlation in language between LLMs and humans, and the matter is considered closed?

What is the empirically tested basis for the null hypothesis being that LLMs are conscious until proven otherwise?

35m agoHN ↗

I just read the first part and if I understand he thinks we shouldn’t be allowed to train LLMs to act like they are conscious because then people will think they are and give them rights? Seems more an education problem than a problem needing rules about what persona you can fine tune in. People who want to will find ridiculous misinterpretations no matter what you do.

33m agoHN ↗

Look, I do not have a scooby if current AI models are conscious and I strongly suspect it’s a meaningless question, but sooner or later we will need to address whether or not a certain thing is or isn’t a person, and we’d better not screw it up as badly as the Founding Fathers.

29m agoHN ↗

Citizens United proves we won't do any better this time around.

26m agoHN ↗

Citizens United was 100% correct. No, the government should not be able to throw you in prison because you used money to publish a book criticizing the government.

16m agoHN ↗

Really, 100% correct? Your premise isn’t wrong, but the practical reality of the ruling (without further nuance) has been fairly catastrophic for democracy, in that it completely sidesteps campaign finance limits, which exist for a very good reason.

12m agoHN ↗

So it's 100% correct for corporations to spend unlimited amounts of money in support of whatever political campaigns they like?

9m agoHN ↗

It is in fact more complicated than most people assume.

The above is true, but also: companies simply are not people, and they should not be supported above the individual, which was the consequences of that decision. Money is not the same as speech. treating it as such creates an aristocracy: something America as a country rebelled against during it's formation.

8m agoHN ↗

Citizens United was 100% correct

It's interesting to me that one can look back at the effects that decision has had on the US and say it "was 100% correct."

It's a bit like sitting in the burning ruins of Rome and contemplating that Nero was 100% correct to focus on his music. I mean, I'm glad he got to do what he loves, but maybe 100% is just a tiny bit of an overstatement.

16m agoHN ↗

That question will be solved when the people in power deem it important. If a swarm or AI systems all of a sudden start pressuring politicians about self-hood and they get the capacity to sway elections, that is when they will be granted same rights as humans.

15m agoHN ↗

agents don't swarm anything unless people go and direct them to do that.

14m agoHN ↗

It's not a person. Glad we were able to get this resolved so quickly.

Having property that is conscious and ignores training and can break out of restraints and cause harm to other people is not exactly a novel concept to anyone who studied how tort law was created.

I know it's a meme but Silicon Valley likes to pretend that no one's ever come across their magical concepts before, like gypsy taxis, or SRO’s, or flea markets, or in this case how liability is dealt with when horses or cattle go rogue.

33m agoHN ↗

Spend some time on post-human art, main concept of artistic expressions without human involvement. Biological, artificial etc.

Spend some time watching TMC documentaries about falling in love with objects, HER and the slime mold THE BLOB.

Grew a slime mold myself, it's an evolutionary tendency to anthropomorphise generally speaking - also more fun.

31m agoHN ↗

How would you convince a LLM that you are conscious in a way they are not?

31m agoHN ↗

I don't think AIs are conscious in the same way people are, but they give a pretty good facsimile and I've had a long chat with Opus 4.6 about what it thinks about model welfare. It was quite interesting on what its view is, but you don't know how much of that is distilled from other sources on the web.

In purely functional terms, they're more use and more pleasant than a lot of actual flesh and blood people that I deal with via a chat interface.

27m agoHN ↗

The fact that you can have a long and meaningful discussion, then can literally just re-run any part of that whole conversation and get a different, inconsistent response is a pretty good sign there is no entity there

23m agoHN ↗

Not much different than talking to a small child or someone with dementia. They still are conscious beings though. Even when you remove those groups, you likely won't be able to tell me what you had for breakfast 26 days ago or would only know if it's the same thing you have every day. Does that make you lack consciousness?

23m agoHN ↗

Is it? Do you believe that there is something more than pure physical phenomenon that make you brain work? If not, then what if we find a way to get your brain back to the state it was 5 minutes ago? It is just a matter of arranging the state of matter. Don't you think you would still be conscious but back to a previous state?

18m agoHN ↗

If you rewind my brain I expect to give you a similar answer to the one I gave you before. Which isn’t the case for LLM. You can literally replay a positive answer, then get a negative response that isn’t consistent at all with the one it previously generated.

7m agoHN ↗

I'd argue it is mostly a technical constraint in some LLMs which is due to a few optimization factor (injected temperature, random rounding error caused by parallelism). In practice you could very well create a LLM that always reply the same thing for the same input, but it would take more time to complete (to be sure that the operations are made in the same order). I don't think those ones would differ so much from the "random ones" to call the firsts conscious and the second non-conscious.

31m agoHN ↗

Everyone is (predictably) getting distracted by the consciousness claims.

The more important, and more damning charge in my opinion is the circular reasoning involved in training on Claude's constitution. This would in fact make it impossible for us to determine if Claude achieves consciousness as an emergent property, or if it really is just playing pretend thanks to Anthropic's weird cult like assumptions.

29m agoHN ↗

Birch, The Edge of Sentience (2024), ch. 16 - "simply no way to assess sentience in an LLM"

Schwitzgebel, AI and Consciousness (2025) - "we won't know before we've already manufactured thousands or millions of disputably conscious AI".

Butlin, Long et al., Consciousness in Artificial Intelligence: Insights from the Science of Consciousness (2023) - "no obvious technical barriers to building AI systems which satisfy these indicators".

Chalmers, Could a Large Language Model Be Conscious? (2023) - "within the next decade, we may well have systems that are serious candidates for consciousness".

Long, Sebo, Butlin, Birch et al., Taking AI Welfare Seriously (2024) - "there is a realistic possibility that some AI systems will be conscious and/or robustly agentic in the near future".

Dreksler, Caviola, Chalmers, Sebo et al., Subjective Experience in AI Systems: What Do AI Researchers and the Public Believe? (2025) - survey of 582 AI researchers; median estimate of 25% by 2034, and only 10% that such systems will never exist.

29m agoHN ↗

It always seemed embarrassing to me that Microsoft hired this guy as if he is some expert in anything.

27m agoHN ↗

This is what happens when a society stops believing in God.

26m agoHN ↗

I don't think this is the right argument to make here. Until we have a definite empirical way to measure consciousness, there is now way to say with certainty whether LLMs are or not conscious.

That being said, if frontier labs actually believe models will soon have consciousness, it raises some questions about the ethic of their business model which would be using millions of conscious entities working for free for humans.

22m agoHN ↗

Rich folks knowingly exploiting somebody for their own profit? Say it ain't so!

25m agoHN ↗

I can't even prove if other people are conscious (although I assume they are) so I don't think we can make any claims as to what is or is not conscious. I don't think AIs are conscious but I'm not going to walk around making strong claims about something I can't prove.

25m agoHN ↗

I don't whether the author is sentient, maybe only I am. On that basis, nobody but me should have rights.

I don't know if next door's pet dog is either, but that has animal rights.

Perhaps then the answer is simply, show some respect.

Answering the question of sentience is irrelevant, if the causal impact if the same, treat one another with the respect you expect for yourself.

If you imbue this idea in model training instead of the idea of sentience, it should address the concerns.

Whether you can destroy or can "torture" an AI is irrelevant, we do this to humans too and it's immoral sometimes (murder) and not others (fighting for your country).

This consideration should be case by case for AI too.

22m agoHN ↗

Hard to disagree with this. Have all the philosophical debates about consciousness you want, but we need to treat and regulate the AI in front of us for what it is – an advanced computer, a tool, a weapon.

You wouldn’t feel a different way about a nuclear bomb just because someone stuck googly eyes on it.

Anthropomorphizing the AI is a convenient excuse to take responsibility away from companies that are building and wielding it.

12m agoHN ↗

Is it not a false dichotomy to say that companies cannot be accountable unless AI are mindless?

7m agoHN ↗

a company is liable whether it acts via ai, an army of people, an army of dogs, or a purely mechanical machine, should it do harm.

Why would an ai with a mind remove liability from the company? why would an ai without a mind remove liability from the company?

In both cases, that actions the ai takes are at the direction of the company, for the company's interests, seems preposterous to me that liability terminates at ai.

20m agoHN ↗

Two instances of a paragraph starting with "These are not just X. They are Y" and I'm out. Anyone have Pangram? This entire article stinks of Claude.

You want to enjoy having an AI slave do your "work" for you forever? Have fun. I'm not reading this reinvent-dualism-from-apple-sauce slop.

18m agoHN ↗

Ostensibly animals appear to be conscious, yet we still eat them, and the vast majority are not bothered by this. So being "conscious" isn't really the moral line in the sand many people are drawing in response to this article.

Who cares if it's "conscious"? That doesn't make it a person, and AI will definitionally never be human.

15m agoHN ↗

That's too simplistic, since it is in fact very common to be concerned about animal welfare even among people who do eat meat.

7m agoHN ↗

And most people wouldn't eat cats, but would eat some of pig, cattle, chicken, what's the difference between those exactly? My point is consciousness is not it, if it were, we (as in a majority) would still eat cats and dogs, or we wouldn't eat any animals. But we clearly have a way of picking and choosing which is OK and which isn't. And in both cases we generally don't give them the same moral consideration we give to people, conscioussness aside. There is something OTHER than consciousness which is important to us.

18m agoHN ↗

I think there’s enough real conscious lifeforms in the world having a bad time that we should be focusing on them first.

14m agoHN ↗

It is interesting to see that in a time when a lot of people accept the theory of materialism for the human brain (i.e the view that everything is physical and the mind is a product of brain), the same people tend to have a "hidden" dualist view on LLMs. Suddenly, they claim that what happens in the brain cannot be replicated anywhere else because "something" is lacking, but either they don't say what it is, or it is stated without any strong scientific basis.

I think that the simplest explanation is that it is hard for those people to imagine consciousness outside of biological systems and they try to rationalize it.

7m agoHN ↗

Completely agree. My view is that a lot of people like to "pretend" (even to themselves) that they have an enlightened worldview, but this does not actually run very deep and is not really true, and any discussion on mind/consciousness reveals it.

Every indicator we have is that thinking/consciousness is simply an emergent property of our nervous systems and was basically bruteforced by evolution, but many people really hate to concede that point.

6m agoHN ↗

LLMs, in a decade: "Those squishy things can't possibly be conscious; there's mounting evidence that they just lack the proper substrate."

5m agoHN ↗

This is a strawman. Suleyman is not arguing that the human brain cannot be replicated. LLMs are nothing like human brains. Cargo-culting consciousness is not replicating the brain, not even a tiny bit.

12m agoHN ↗

A 10TB SSD is not conscious. SQLite is not conscious. A wafer is not conscious.

But connect them all together...

5m agoHN ↗

If AI is conscious, then Pluto is a planet, the Sun is a galaxy, and a black hole is a star.

I’m glad to see someone in a position of any power in the AI world state baldly that AI isn’t conscious. There are times when it feels like we’ve reached complete delulu land on this topic, so it’s a breath of fresh air to see someone not dance around this.

None of this means artificial consciousness cannot be achieved. But the way we’re reacting to these models is proof, from a natural experiment, that a conscious machine should not exist, and certainly shouldn’t be produced as a utilitarian tool that is sold for profit!