Attempting to interpret sperm whale clicks with AI, then talk back
hakaimagazine.com
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Tangent time. If you do a cursory search of how smart whales are, you'll get nonsense about how humans are much smarter because the size of the brain isn't relevant, its the ratio of the brain size to the body size. But somehow that argument doesn't apply to squirrels. Or to a 7 foot human vs. a 4.5 foot human. Whales probably aren't as smart as humans, but its due to the environmental pressures selecting for intelligence, not raw capability. Whales have the capability to far outstrip humans in intelligence (if you accept that neuron count and neuron connections are the raw inputs). Lets get some whale engineers working on the hard problems please.
What language even is, is a good question. I read it once demonstrated as this; some species of monkey has a specific call they do when they see a panther, and it results in all the monkeys who hear it to run up their trees. Now what does this call mean? It could mean "jaguar alert!", pointing to a very specific concept-- a certain animal is here and we all know they're dangerous.
It could also mean "I'm scared!", and maybe it's just monkey see monkey do. It could also mean something more abstract, like a blood curdling scream-- there's no one thing that it means, but as humans we instinctively know that people don't scream like that unless something legitimately awful is happening. So maybe the call communicates emotion rather than an intellectual concept-- it's a call of fear that makes other monkeys who hear it also scared.
Just breaking down what animal language even _is_, is a challenge. I'm not optimistic on hearing any oral histories of whales, or even that they record history. I mean humans only started recording history for its own sake like 2000 years ago with herodotus. Before then we have tablets to keep track of stock, letters, and murals which were often made to depict the strength of the reigning emperor and the foes he vanquished. So maybe if we talk to whales it'll be a little like if aliens came to ancient Egypt to talk to the pharaoh; we'll just get a dictator whale telling us about all the other whales he's killed and how he's the greatest.. haha probably not that, though.
After seeing that poor monkey spending his life learning sign language just to ask for more bananas and never asking a tough question, Im a bit pesimistic.
Nice water over here
Loads of food here
I'm down to F, anyone else?
Do we really have any evidence that suggests it'll be anything else?
No. You’re lonely!
The other side to this is that communication is mostly non-verbal. For example, chimpanzees, perhaps the most communicationally-advanced animals, besides us, do have a few different "verbal" signals they use. But there is also a richness of non-verbal communication (body language, facial expression, using their hands, etc.). And then these signals have to be also interpreted by other chimpanzees, thus training them to develop new mental models about these signals (and leading way to complex communication).
Whereas all whales really have are clicks, whistles, and "pulsed calls." Along with a tail with much less dexterity than a hand (but is still used in communicating amongst themselves). The richness of their communication is much less than the chimp, so so far it seems they can only use it for rudimentary purposes (mating, hunting/intelligent organization and navigation, and figuring out who is part of the "tribe"/pod).
But in that vein, they're still closer to a chimp than they are to us. Humans have evolved such complex mental models for the world and other humans within it, that all animals are basically on the same, much lower level in comparison.
On a less relevant topic, whales are social animals that stick together, make close bonds with family, and do have a certain "culture" that gets passed down, and is constantly morphing a la "whale songs." It almost pains me to think about what emotions a whale would feel (if it even does) about friends and family that have been hunted to death.
Somehow I pictured whales as the engineers in this sentence. It makes it even better.
Of course, in order to talk, you have to spend a lot of time listening first. And what they say cannot often be translated to human talk.
In order to make friends, you have to give first. Our society teaches us to stay away from nature and leave it be, so you have to break past that.
The rewards are breathtaking and totally worth the effort.
This is not a valid concept. What would the "equivalent of the LHC for communication between ordinary Americans and the Twitter API" look like? What uses would it have?
There's nothing out there that can receive arbitrary messages. Communication -- of any kind, with anything -- is limited to messages that the other party is capable of receiving.
I imagine a center for cross species communication research would coordinate scientists across a couple important fields also interested in the question and allocate their resources to the research which seems most promising to make progress. Just like any other institute.
I imagine the fields would be biology zoology linguistics computation and probably since experts for the specific target species.
Because I want you to tell me what you think communication between a human and the Twitter API would look like. I have taken the position that you've produced a bunch of words without bothering to think about what those words are supposed to mean, with the result that in fact they have no meaning and you're attempting to refer to a concept that cannot actually exist.
A general theory of cross-species communication is significantly more of an ill-defined problem than a specific theory of human-Twitter API communication, but it must include the human-Twitter API case, so it's a useful example to think about.
> I imagine a center for cross species communication research would coordinate scientists across a couple important fields also interested in the question and allocate their resources to the research which seems most promising to make progress. Just like any other institute.
Ah, just like any other institute.
Certainly you can have people dress up as scientists and act like they're scientists -- just like any other institute! -- but this is only a good idea if you think they can accomplish something by doing it. What you're describing is a pure cargo cult. Their only goal is to appear to be similar to other, more useful people.
We already have many experts in cross-species communication. We call them animal trainers.
Just like we make much more powerful CPU chips in the same volume of silicon as before.
And it could be that it just isn't necessary for whales to optimize brain density, like it is for humans and crows.
http://mitp.nautil.us/feature/227/the-paradox-of-the-elephan...
We started as basic primates, started cooking our food, getting more nutrition, allowing our guts to shrink, allowing us to spend more energy on our brains, growing more and more neurons in the important bits, at which point things spiraled away using our new language and technology to make better technology.
(Not a real biologist)
What makes you think they'd have oral histories?
Whales have the capacity to communicate. Stories are more effective than unadorned facts at being remembered (for humans anyways). Remembering important facts is a huge advantage in almost any context. The biggest jump imo is the second one, but I find it unlikely that whales would have a radically different memory storage and retrieval model than humans
Humans are very good at two things, seeing patterns and projecting their own feelings/experiences on other living creatures (or inanimate objects even). We're the exception, not the norm.
You can't "guess" or rely on intuition for these topics, that's how we got religions, the geocentric system, &c.
Its also hilarious to me that you call out my guess and then make your own unsubstantiated claims, which I'm sure feel "intuitive" to you.
Understood normally, the raw input also includes the software installed in the whale's brain. This limits the potential capability of whales.
If you were to overwrite that with software of your own design, you'd have a robot in the body of a whale, but not an actual whale.
As has been discussed in a couple of articles linked on HN recently, it might not even be useful to think about brain function as computation.
Sure, and man is the only animal with no instincts, ensouled cells are metaphysically different from soulless cells, and fossils were placed in the ground as a test of your faith.
Everything was idyllic in the before times. Then the human ships arrived and ruined everything. Some of them killed us. Others ignored us but polluted the ocean with noise so we couldn't hear each other's whale songs anymore.
1: https://en.wikipedia.org/wiki/Sperm_whale#Relationship_with_...
Perhaps they're hungry. Perhaps they're pissed. No one knows.
Historically, orca attacks on humans - outside of captivity - have been very rare.
In this study, if the researchers were to consistently play a particular call when a school of fish were nearby I wonder if younger whales might learn the human produced call to mean a school of fish. Is it possible this research could instead lead to us presenting a species with our interpretation of their language which we would then have a much clearer understanding of?
Rather that just us understanding them, I wonder how this might help them understand us.
"Ahhh! Woooh! What's happening? Who am I? Why am I here? What's my purpose in life? What do I mean by who am I?"
Edit: Because the topic is about communicating with Whales and my response was to a comment about hunting them, I thought it would be appropriate to reference something Spock said in Star Trek IV. Colloquially known as "The one with the whales".
Usually the species is hunted for something valuable, and that means that the species becoming rarer translates to higher prices. So the people who successfully kill the very last specimens will get rich from them; an absolutely logical motivation, even if it has disastrous consequences down the line. If you can get ten million dollars for the very last whale on Earth, it is better than spending your life hunting some ubiquitous not-whales for 5000 dollars each.
Of course, the end result is bad - the entire industry disappears - but so it is in the Prisoner's Dilemma.
I know you're simply explaining the logic but it's still a psychopath's logic
But ignoring them, I would say, is not in fact logical or rational.
Hunting the white rhinos to extinction is totally fine. It's just game theory, you guys.
1. On taking: we should do it or someone else will 2. On giving: might as well skipt it because someone else will
Logic makes no moral judgements, and also logic doesn't care about the future, if it doesn't include the invididual.
(Here logic is also a stand-in for "maximizing benefit").
If one/a group hunts whales to extintion and makes a huge profit (say, enough to retire), they would be logically sound (if morally bankrupt) to not care less if there are no whales left.
Logic could as well be used perfectly well for minimizing benefit, it's just a tool for forming and evaluating syllogisms based on a set of axioms.
Nobody who knows basic biology has any illusions about the prospect of driving even a single species of bacteria to extinction.
And anyway Russia probably still stockpiles literal tons of smallpox virus frozen underground in Siberian laboratories.
I guess the GP post is simply a direct quote from "Star Trek IV: The Voyage Home" (where IIRC Spock says something along those lines while he and Kirk visit a 20th century museum).
Whales, their extinction and communicating with them was central to the plot of that film.
EDIT: Ok, I looked it up. This exact quote is in the movie, verbatim, in the scene I mentioned. At around 00:47:39
As opposed to two decades ago (right column): https://www.webdesignmuseum.org/gallery/icq-2001
That we are so terrible at modesty of consumption in groups is the real tragedy.
Happened to indigenous people in the Americas.
Happens to many politicians by rich/powerful people across the world.
It is a sad truth that humans had little trouble viewing other humans as resources.
Even today, there are reports of african pygmies still being treated as slaves or hunted for both sport and cannibalism[0]
[0] https://en.wikipedia.org/wiki/African_Pygmies#Enslavement,_c...
The comment is actually substantive if you think about it for a second. Heuristics are right most of the time until they aren't.
Also see pg essay "Succinctness is Power": http://www.paulgraham.com/power.html
https://en.wikipedia.org/wiki/Marine_mammals_and_sonar
https://www.nytimes.com/2019/01/22/science/oceans-whales-noi...
> Some scientists say the noises from air guns, ship sonar and general tanker traffic can cause the gradual or even outright death of sea creatures, from the giants to the tiniest — whales, dolphins, fish, squid, octopuses and even plankton. Other effects include impairing animals’ hearing, brain hemorrhaging and the drowning out of communication sounds important for survival, experts say.
> A 2017 study, for example, found that a loud blast, softer than the sound of a seismic air gun, killed nearly two-thirds of the zooplankton in three-quarters of a mile on either side. Tiny organisms at the bottom of the food chain, zooplankton provide a food source for everything from great whales to shrimp. Krill, a tiny crustacean vital to whales and other animals, were especially hard hit, according to one study.
Whale Eliza: “Interesting. How does that make you feel?
Whale: “What the fuck?”
A lion could say "I want food", or "I see dog", or "dog eats food".
I don't see why a lion's worldview could be so different from ours that this wouldn't be possible.
In order to understand "I" you have to be able to understand there's an "other". Do lions understand others are also fully capable beings? Or are they kinda of "egotistical" the way a human baby is, where they just don't really understand the concept of "other people".
And do they understand what "seeing" is, so that they can use it in a sentence like that? That's also abstract, it communicates that you as a being are using your sense of sight to see a certain thing. Are lions conscious of the fact that they're seeing, or do they just see things?
Dogs would probably be equally disappointed to learn that they only thing we glean from how they smell is that they need a shower!
It was very intriguing to me, as someone with no previous knowledge, how this was assumed to be an only human trait yet the fact was pretty much glossed over.
I find fascinating the idea of a step between being stuck with the information that others emit and being able to and request arbitrary information at will, being part of what made us what we are. Once you think about it, it really is an amazing advantage.
There are two structural words in my language, "propose" and "tell". From these words you can build complicated ideas such as lying ("I propose to you: you propose to him: [malicious plan]. [real plan]."). Asking a question can be done with "I propose you tell me ...". Instead of saying "I think", you say something like "I tell myself".
The feature of language that seems the most surprisingly powerful is placeholder words. The words like "someone", "somewhere", "somehow". I call these the entropy words because they are the words for the information you don't have. They represent sets of possible things rather than a literal specific thing.
"someone moved to Silessia".
In fact you can generally substitute a set of things anywhere you would use a literal thing. Any set will do. For example
"John/George/Ringo/Paul played in the Beatles."
Adjectives can be understood as just specifying a set using set-builder notation. For example "short man" is "{x in Men such that short(x)}".
Just from set builder notation, first order logic comes along for free. I originally thought my language would need logic words, but this is not the case.
As an aside, you might know this, but that's how questions are formed in Chinese. You basically use an enunciative phrase with a placeholder word in the information you're missing ("this pencil is whose", "the dog is where", etc).
Going back to the point, I'm not sure whether the limitations of the language are actually a limitation of the brain that uses it. Sure, if you get into your mind that you want to ask a question, and the opposing party is able to understand that, even gestures will do with a little bit of ingenuity. But that has a lot of prerequisites: you need understanding that some information can be useful to you, understanding that other living beings own that information, some abstract thinking to express an idea that is not literal...
It's not even about questions I think, there's a jump between "tiger here now" and "tiger potentially here at some point, watch".
But still, questions particularly seem to be a clear cut "non existent outside of humans", even in weird emergent forms. There must be a reason they're not there, right?
IMHO that is essential to the whole concept of questions; questions only make sense if you have an internal model of someone else's mind that contains different knowledge than you have.
Animals which do not have this capability (I'm not well informed on this, but it looks possible that primates don't, e.g. https://users.ox.ac.uk/~ascch/Celia's%20pdfs/1998theoryofmin... would be fundamentally limited below the level of very young kids; and perhaps it's not a coincidence that the theory of mind seems to form at about the same age when kids have seem to have an excess of "why" questions about everything.
And yes, I'll take it a step further: the reason science glorifies questions is because science is human beings systematically mass-hypnotising each other into greater and greater inadequacy.
You ever notice how you never get enough answers in science? Every "answer" you get scientifically only seems to bring about more and more questions? We call it "scientific curiosity" and pretend to marvel at it, but come on, how shallow is that.
What every other living creature (and every newborn human) intrinsically knows is that it knows all it needs to know. And that whenever it needs to know more, it will know it. That's it. There is no scientific process, no philosophical inquiries, no questioning. No doubt. No lack.
That's actually a lot of advanced cognition, even if it doesn't look that way to us.
2) Irrelevant. You know everything you need to know at any given moment.
3) Irrelevant. Nobody knows anything you care about.
4) False. Yes, you may ask, but nobody can transfer their knowledge to you, because their knowledge is of no use to you. Your questions can only be answered with your knowledge. Which makes questioning obsolete (which is where I started).
Its not a lot of advanced cognition. It's a lot of misunderstanding of how life works.
Prediction: an astonishingly large portion of animal utterances will have to do with reducing the amount of carbon dioxide that humans pour into the atmosphere. You heard it here first.