Are animals and AI conscious? We’ve devised new theories for how to test this

Are animals and AI conscious? We’ve devised new theories for how to test this

Recent scientific research has been considering the possibility that animals and AI might be conscious. A way of studying consciousness is to watch how en entity acts.
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Republished from The Conversation
Dec 1, 2025
4 min read
You might think a honey bee foraging in your garden and a browser window running ChatGPT have nothing in common. But recent scientific research has been seriously considering the possibility that either, or both, might be conscious.
There are many different ways of studying consciousness. One of the most common is to measure how an animal – or artificial intelligence (AI) – acts. But two new papers on the possibility of consciousness in animals and AI suggest new theories for how to test this – one that strikes a middle ground between sensationalism and knee-jerk scepticism about whether humans are the only conscious beings on Earth.

A fierce debate

Questions around consciousness have long sparked fierce debate. That’s in part because conscious beings might matter morally in a way that unconscious things don’t. Expanding the sphere of consciousness means expanding our ethical horizons. Even if we can’t be sure something is conscious, we might err on the side of caution by assuming it is – what philosopher Jonathan Birch calls the precautionary principle for sentience. The recent trend has been one of expansion. For example, in April 2024 a group of 40 scientists at a conference in New York proposed the New York Declaration on Animal Consciousness. Subsequently signed by over 500 scientists and philosophers, this declaration says consciousness is realistically possible in all vertebrates (including reptiles, amphibians and fishes) as well as many invertebrates, including cephalopods (octopus and squid), crustaceans (crabs and lobsters) and insects. In parallel with this, the incredible rise of large language models, such as ChatGPT, has raised the serious possibility that machines may be conscious. Five years ago, a seemingly ironclad test of whether something was conscious was to see if you could have a conversation with it. Philosopher Susan Schneider suggested if we had an AI that convincingly mused on the metaphysics of consciousness, it may well be conscious. By those standards, today we would be surrounded by conscious machines. Many have gone so far as to apply the precautionary principle here too: the burgeoning field of AI welfare is devoted to figuring out if and when we must care about machines. Yet all of these arguments depend, in large part, on surface-level behaviour. But that behaviour can be deceptive. What matters for consciousness is not what you do, but how you do it.

Looking at the machinery of AI

A new paper in Trends in Cognitive Sciences that one of us (Colin Klein) coauthored, drawing on previous work, looks to the machinery rather than the behaviour of AI. It also draws on the cognitive science tradition to identify a plausible list of indicators of consciousness based on the structure of information processing. This means one can draw up a useful list of indicators of consciousness without having to agree on which of the current cognitive theories of consciousness is correct. Some indicators (such as the need to resolve trade-offs between competing goals in contextually appropriate ways) are shared by many theories. Most other indicators (such as the presence of informational feedback) are only required by one theory but indicative in others. Importantly, the useful indicators are all structural. They all have to do with how brains and computers process and combine information. The verdict? No existing AI system (including ChatGPT) is conscious. The appearance of consciousness in large language models is not achieved in a way that is sufficiently similar to us to warrant attribution of conscious states. Yet at the same time, there is no bar to AI systems – perhaps ones with a very different architecture to today’s systems – becoming conscious. The lesson? It’s possible for AI to behave as if conscious without being conscious.

Measuring consciousness in insects

Biologists are also turning to mechanisms – how brains work – to recognise consciousness in non-human animals. In a new paper in Philosophical Transactions B, we propose a neural model for minimal consciousness in insects. This is a model that abstracts away from anatomical detail to focus on the core computations done by simple brains. Our key insight is to identify the kind of computation our brains perform that gives rise to experience. This computation solves ancient problems from our evolutionary history that arise from having a mobile, complex body with many senses and conflicting needs. Importantly, we don’t identify the computation itself – there is science yet to be done. But we show that if you could identify it, you’d have a level playing field to compare humans, invertebrates, and computers.

The same lesson

The problem of consciousness in animals and in computers appear to pull in different directions. For animals, the question is often how to interpret whether ambiguous behaviour (like a crab tending its wounds) indicates consciousness. For computers, we have to decide whether apparently unambiguous behaviour (a chatbot musing with you on the purpose of existence) is a true indicator of consciousness or mere roleplay. Yet as the fields of neuroscience and AI progress, both are converging on the same lesson: when making judgement about whether something is consciousness, how it works is proving more informative than what it does.The Conversation Colin Klein, Professor, School of Philosophy, Australian National University and Andrew Barron, Professor, School of Natural Sciences, Macquarie University This article is republished from The Conversation under a Creative Commons license. Read the original article.

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Ha

Hailom

9 months ago

A crucial shift in the debate. Focusing on mechanisms over behavior is the only rigorous path forward for both AI and animal consciousness.

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Abel

9 months ago

Cool insight: life might’ve started from simple wet-dry cycles acting like a natural search engine, not a single lucky molecule. Makes the whole origin of life feel a lot more physical and testable.

Ab

Abel

9 months ago

Clear overview of why Hyperon aims to go beyond transformer-based AI. Interesting contrast between today’s statistical LLMs and a metagraph-driven, symbol-rich architecture designed for AGI.

Ab

Abel

9 months ago

Consciousness can’t be judged by behavior alone the underlying mechanisms matter. A good reminder to stay cautious but open-minded as research evolves.

Ne

Netsanet

9 months ago

refreshing to see the same logic applied to both animals and AI

Interesting point it really shows why behavior alone isn’t enough to judge consciousness.

I appreciate how the article connects neuroscience and AI research without oversimplifying the topic. Moving from assessing consciousness by behavior to focusing on underlying mechanisms marks a crucial advancement. This approach offers a more scientific and equitable framework to explore sentience in both animals and artificial intelligence, which is vital for ethical considerations and AGI development.

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rediet4

9 months ago

Can we fully trust behavioral or structural indicators to detect consciousness, or is there a risk of projecting human concepts of awareness onto nonhuman systems?

Ha

Haile

9 months ago

This is such a fascinating read! It really highlights how tricky it is to pin down consciousness. I like how it shifts the focus from just observing behavior to understanding the underlying processes—whether in insects or AI. It makes me think that we might be closer to recognizing new forms of awareness than we realize, but also that appearances can be deceiving. Definitely challenges the way we think about intelligence and experience beyond humans.

I always believed other animals and evwn insects are conscious. However, their consciousness is somehow premordial.

My reading on the subject is a bit rusty but I can share it as it is. Understanding consciousness might be the most important key to unlock a super cool future.

What I knkw for sure is that there is, so far, no single scientific scale that determines “how conscious” each species is. Uet, undoubtedly, there is broad agreement on a few points based on neuroscience, behavior, and evolutionary biology.

1. Many animals show clear evidence of conscious experience. Mammals and birds have complex nervous systems, advanced problem-solving abilities, emotional behavior, and brain structures associated with awareness.

Many primates, dolphins, whales, elephants, dogs, pigs, corvids (crows, ravens), and parrots has shown High confidence of consciousness! These species demonstrated self-awareness, planning, empathy, tool use, and flexible learning.

2. Reptiles, amphibians, and fish show simpler but still real forms of awareness. Countless scientific evidence suggests they feel pain, respond flexibly to their environment, and can learn. Their consciousness is more limited but still present.

3. Some insects show surprisingly sophisticated cognition which also indicates signs of consciousness (in its basic definition).

Bees can learn concepts (same/different), navigate using mental maps, and show optimism/pessimism-like states. Ants perform complex cooperation and memory tasks. Flies show decision-making tradeoffs and attention-like processes.

These for me are simple form of “felt experience” and such experiences may exist in at least some dozen other insects.

Another point I want to make here is that it is time to consider our cruelty toward other lofe forms.

Emm, when it comes to the AI, I don't think they are conscious in any way or form right now because they are programmed to project it. For such artifical systems, they only way to be sure is to apply the complexity levels of consciousness”.

For me, the best but simple scientific hierarchy for AIs complexity is:

Does the system, without any direct programming, register a complex reflective consciousness? Reflect about what? I have no clue this is like alien awareness 👽😂

Does the system, without any direct programming, register a perceptual consciousness? Recursion, memory?

Does the system, without any direct programing, register a basic sentience associated with pain, pleasure, or environmental awareness? Well here again, some of these will be complicated as the AI doesn't have a body, embodiment maybe 🤷

To make the subject more Herculian, some researchers even work on the most primordial form of consciousness which is very low or unknown on lofe forms like worms, jellyfish, and other simple and small invertebrates.

I am not one of those who outright reacts artifical Consciousness is impossible. Why, because the natural consciousness has time and again demonstrated it not binary; it’s a spectrum!

Different species have different forms—not simply “more” or “less,” but different types of experience based on their brains. Maybe oir AIs have a spectrum that we are not capable to conceive currently. Theirs is alien like spectrum to the physics of our planet. Time will tell.