The Dividing Line Between Human And Animal Has Been Blurred Again As AI Reveals Startlingly Complex Whale Language

By unlocking the mysteries of how sperm whales communicate and demonstrating their impressive cognitive abilities, researchers hope to get people invested in the fate of these endangered animals.

Sperm whales are chatty.

Their language is markedly different from the deep cetacean moans associated with other whales, taking the form of Morse code-like clicks that boom through the ocean in a decibel range almost twice that of jet engines.

And while we’ve long known animals like monkeys assign specific meaning to short vocalizations varying from alarm calls to affirmations of social rank, sperm whale conversations can endure for an hour or more, with participants exchanging complex strings of clicks that vary depending on context, environment and even which pod family is speaking.

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An aerial view of a sperm whale near the ocean surface. Credit: Wikimedia Commons

While artificial intelligence has been maligned over the past few years as people grapple with its rapid progress and potential for abuse, it remains the best tool we have for teasing out patterns that our human minds can’t discern, especially from large quantities of data.

With more than 9,000 recordings of sperm whales, Project CETI — Cetacean Translation Initiative, a non-profit effort to decode and translate sperm whale communication — had precisely the kind of huge data cache that AI excels at analyzing.

By feeding the recordings into specially trained machine learning algorithms, the research team was able to identify a wealth of new language patterns. While human languages are composed of quantized morphemes — prefixes, suffixes and root words — whale communication is broken down into sequences of clicks and pauses called “codas.”

Like Morse code, codas make a distinction between short clicks and long clicks. Sperm whales also vary the tempo of the clicks, which could represent inflection, “dialects” or concepts completely alien to the human mind.

“Some of what they’re doing might be totally different from our way of communicating and we’re probably never going to be able to fully grasp those differences,” Oregon State postdoctoral marine researcher Taylor Hersh told NPR.

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A sperm whale fluke visible above the surface of the ocean. Credit: Wikimedia Commons

Researchers believe the “inter-click intervals” — akin to ghost notes in music — may be as significant as the clicks themselves. Importantly, while human ears were able to identify and catalog some of the codas, the machine learning algorithms found many that human analysis missed.

That’s not surprising considering sperm whales — the loudest animals on Earth, capable of generating sounds up to 230 dB — took a much different evolutionary course and, as ocean-dwelling creatures weighing up to 90,000 pounds (40,800 kg) likely have a radically different sensorium compared to humans.

The comparisons to music go further than ghost notes.

“This study shows that coda types are not arbitrary, but rather that they form a newly discovered combinatorial coding system in which the musical concepts of rubato and ornamentation combine with two categorical, context-independent features known as rhythm and tempo, by analogy to musical terminology,” CETI’s team wrote on May 7 while unveiling the most recent study.

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Sperm whale distribution based on human sightings. Sperm whales freely travel the oceans except in cold, ice-packed environs. Credit: Wikimedia Commons

While people have used many abilities to mark the dividing line between humans and animals over the years — including the ability to use tools, experience emotions, and demonstrate self-awareness — human capacity for authentic language with syntax and context-dependent meaning was one of the stalwarts, standing the test of time as new research toppled the other dividers by showing animals do indeed use tools, experience rich emotions and have complex inner mental lives.

With this research, scientists are assembling a “sperm whale phonetic alphabet” that will make it easier to discern and catalog whale codas.

To be clear, there’s still a lot of work ahead before scientists can prove sperm whale codas are comparable to human definitions of language, but whether they strictly meet that definition may not matter. After all, it’s clear the clicks and pauses of whale codas are imbued with meaning, even if it remains elusive to us for the moment.

Indeed, “sperm whale communication has both contextual and combinatorial structure not previously observed in whale communication,” the team wrote.

Proving sperm whale codas are tantamount to human language isn’t the goal anyway. The team has two overriding priorities — decode the meanings behind the codas, and get the wider public invested in the fate of these endangered animals by showing they’re not so different from us.

“Our results show there is much more complexity than previously believed,” MIT AI lab director Daniela Rus told NPR, “and this is challenging the current state of the art or state of beliefs about the animal world.”

Owl’s Well That Ends Well For Manhattan’s Most Famous Wild Animal

Flaco the Eurasian Eagle Owl has become a New York celebrity since he escaped his enclosure at the Central Park Zoo early in 2023.

He’s been spotted flying through the concrete canyons of midtown, perched on fire escapes on the upper east side and ridding New York of its vermin — but he’s not your friendly neighborhood Spiderman.

He’s Flaco the Eurasian eagle-owl and New Yorkers have been rooting for him ever since he escaped from a small enclosure in Central Park Zoo and decided the entire park and its environs would be his domain.

Since then, Flaco has evaded capture, put aside concerns that he’d be able to survive in the big city and shocked the hell out of New Yorkers who have seen the curious little guy’s face pressed against the glass of their apartment windows, watching them intently.

“I audibly gasped,” 24-year-old Matt Sweeney told the Wall Street Journal after he realized something or someone was watching him through the window of his upper west side apartment.

“It absolutely scared the you-know-what out of me,” 31-year-old actress Reilly Richardson told the paper after she woke up one morning to find the peeping predator watching her from outside. “It’s New York City. It’s the last thing you expect to see.”

Flaco escaped Central Park Zoo in February after his enclosure, where he lived for 12 years, had been “vandalized,” according to zoo staff. It turns out someone sliced an opening in the mesh, giving Flaco an out which he quickly took advantage of.

For the next few months zookeepers chased him around Central Park, trying to lure him back with food and the recorded sounds of other owls, but Flaco wasn’t having it. In the meantime he became a celebrity, New York’s version of the famous mountain lion P-22, with crowds of birders and curious onlookers assembling to watch and photograph him.

Flaco NYC
Credit: New Yorker Robin Herbst-Paparne, who spotted Flaco outside her apartment. Via WSJ

Social media accounts tracking the raptor’s movements sprung up online, and all the attention became too much. Even though zookeepers gave up on returning him to his enclosure, Flaco apparently decided he was done being watched and became the watcher.

Since then he’s popped up all over Manhattan, delighting New Yorkers and giving others a scare as they noticed the two-foot owl tracking them from a fire escape or a window perch. In early November he left the comfy confines of Central Park — possibly spurred by the crowds and commotion of the annual NYC Marathon — and began exploring the city proper, popping up in random places each day.

Initially people were worried Flaco, who had spent his entire life in captivity, wouldn’t be able to feed himself. The owl quickly put those concerns to rest as he proved adept at feasting on New York’s abundant rodents, earning himself the nickname “New York’s Rat Czar” at a time when Mayor Eric Adams has declared war on the vermin.

Experts are divided on why Flaco is spending so much time watching people. As the only known Eurasian eagle owl living “wild” in North America, the little guy may be looking for a mate. They say he won’t find one of his species, but he could find an unpaired female of another species if he’s lucky.

Others say Flaco, who was raised by humans and isn’t afraid of our species, may believe a human could be his mate. That’s another way his predicament mirrors that of P-22, who settled in Los Angeles’ Griffith Park and became a local celebrity, but was cut off from potential mates by busy highways and miles of human-inhabited land.

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Nan Knighton, whose apartment faces Central Park, snapped this shot of Flaco outside her apartment.

Regardless, people in New York are enchanted by the unusual resident and delighted to see him. Nan Knighton, who took the above photo (via WSJ) told the paper she had an intense encounter with Flaco. After realizing a pair of intense eyes were tracking her inside her home, she made friends with the curious owl:

He stuck around for three hours. 

“I talked to him,” says Knighton, recalling telling Flaco he’s beautiful and gorgeous, and that she couldn’t believe she was speaking to an owl. When she walked into another room, Flaco’s head swiveled to follow her. 

Flaco stayed quiet until Knighton got within 6 inches of his face. “He just let out this little tiny hiss,” she says. “It was kind of like, ‘OK, I like you, but I don’t want to be beak to beak.’”

She turned her back to the owl to write something down. When she looked back, Flaco was gone.

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Flaco proved too smart for zookeepers who tried to entice him with traps like the one above. Credit: Wikimedia Commons

The Result Of Birder Fearmongering: 50 Cats Likely Poisoned, 26 Dead In Texas

The kittens died “foaming at the mouth, throwing up bright green.” Acts of vigilantism against cats are happening more frequently as junk science about their hunting habits spreads via news reports.

Cat rescuer Erica Messina was trapping stray kittens to get them out of the cold and into homes before winter, hoping the young cats would have better lives.

Instead, they died horribly shortly after she successfully trapped them from a lakeside colony in October.

“All of the 13 kittens that I had all passed the same way,” Messina told KBTV, a Fox affiliate in Beaumont, Texas. “They were foaming at the mouth, they were throwing up bright green and peeing bright green.”

Two weeks later, per KBTV, a dozen adult cats from the same colony died the same way the kittens did, “some with chemical burns on their noses.”

“I was upset. I was at work when I found out and I came out here and started asking people, you know, what the problem was,” Messina told the station. “I got no answers.”

Like others who have cared for large colonies of strays who were killed by overzealous birders, Messina says she now has PTSD as she’s trying to save the lives of the remaining cats. She’s managed to catch all but four of them with the help of other local cat lovers and rescue organizations.

They’re getting no help from the authorities. Police referred Messina to Beaumont Animal Care, who told her they can’t help unless she can prove the cats were intentionally harmed. Not only are they putting the burden of proof on the victims in this case, but the victims can’t speak for themselves.

‘A bird-watcher’s paradise’

The colony lived in Collier’s Ferry Park, a lakeside park that also borders marshes where migratory birds spend time alongside native species. Indeed, Beaumont, a coastal Texas city of 115,000, markets itself, and Collier’s Ferry Park in particular, as a prime bird-watching spot.

Colliers Ferry Park
Collier’s Ferry Park in Beaumont, Texas, where 25 cats were killed in an alleged poisoning. Credit: National Parks Service

A 2013 story in the local newspaper, the Beaumont Enterprise, detailed how local officials and business owners were promoting the park as a bird-watching paradise, noting that “[b]irders in particular are a lucrative market” driving tourism in the city. The story explains how the park is ideal for birds and those who like to watch them, details prized species found there — including herons, the least grebe and cinnamon teal — and includes input from a zoologist with a focus on birds, along with a local businessman who leads guided bird tours on the lake.

Collier’s Ferry Park is also listed on a site for “birding hotspots” while Texas Monthly calls it “one of the country’s best bird-watching spots.”

It is precisely the sort of place misguided bird watchers, driven to rage by widespread junk science blaming cats for declines in bird population, tend to dispense what they believe is vigilante justice. It stretches credulity to imagine anyone but a self-styled conservationist who blames cats for bird extinctions would risk a criminal conviction to poison a colony of cats, especially in a well-known hotspot for bird watchers.

Junk science blames cats for declining bird populations

We’ve written our share about the disingenuous and agenda-driven activism that passes for research, most of it published by Peter Marra, a Georgetown avian ecologist who also authored the book Cat Wars: The Devastating Consequences Of A Cuddly Killer. The book advocates a “war” on cats and says they must be extirpated “by any means necessary” to protect birds and small mammals.

It does not, notably, put the blame on human activity, including but not limited to habitat destruction, the widespread use of harmful pesticides, wind farms, sky scrapers and all the other man-made structures, chemicals and machines that have contributed to a 70 percent decline in wildlife in the last 50 years.

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But don’t take our word for it. Vox Felina calls Marra “a post-truth pioneer” who has claimed cats “kill more birds than actually exist,” while Alley Cat Allies echoes our own criticism by pointing out that Marra’s studies are composites of “a variety of unrelated, older studies” which his team uses to concoct “a highly speculative conclusion that suits the researchers’ seemingly desperate anti-cat agenda.”

“This speculative research is highly dangerous—it is being used by opponents of outdoor cats and Trap-Neuter-Return (including the authors) to further an agenda to kill more cats and roll back
decades of progress on TNR. And it is being spread unchecked by the media.”

In an NPR piece criticizing the studies blaming cats, Barbara J. King shares many of our own criticisms, chiefly that Marra and company have done no original research, relying instead on older studies, most of which have nothing to do with feline predatory habits, and none of which actually measure bird deaths from cats. King also notes, as we have, that it’s impossible to arrive at anything resembling a precise figure for feline ecological impact when Marra et al admit they don’t know how many free-ranging cats there are in the US, offering a uselessly wide estimated of between 20 and 120 million.

She also points out that the research team conducted “statistical perturbations” to massage the data into something fitting their agenda, which is activism, not science.

The researchers are guilty of “violating basic tenets of scientific reasoning when making their claims about outdoor cats,” bioethicist and research scientist William Lynn wrote.

“Advocates of a war against cats have carved out a predetermined conclusion,” Lynn noted, “then backfilled their assertions by cherry picking an accumulation of case studies.”

The war on cats

Across the world, people are using these studies and those of Marra’s acolytes to justify cruel cat-culling programs, like the recently-canceled cat hunt that would have rewarded children for shooting felines in New Zealand, and Australia’s widely-condemned mass culling that used poisoned sausages to kill millions of cats.

Stories of stray and feral cat poisonings in the US abound. Here at PITB we wrote a series of stories exposing how a government biologist in California took it upon himself to hunt cats under the cover of night, killing them with a shotgun and later celebrating in emails to colleagues, calling the dead cats’ bodies “party favors.”

Indeed, one of Marra’s own proteges, Nico Arcilla — formerly Nico Dauphine — went vigilante. Arcilla, who shares author credits with Marra on studies claiming free-ranging cats kill billions of birds, was a working for the Smithsonian National Zoo in Washington, D.C., when she was convicted in 2011 of attempted animal cruelty. The managers of a local colony, suspicious after strange substances began appearing in the feeders they’d set up for the strays, set up cameras which caught Arcilla placing poison on the food left out for the cats.

Back in Beaumont, Texas, a familiar story plays out: people who manage cat colonies out of love for the animals are working with local rescues, pooling together limited resources to save the remaining strays and hoping for justice.

“It’s terrible, you know? There are some people that just hate cats,” said Vyki Derrick, president of local rescue Friends of Ferals. “The rescuers have been trying to pull them out of the colony and it’s just sad that people want to interfere with that when the problem, ‘problem’ is being taken care of.”

Header image credit: Pexels

Bogus Science And Unverifiable Claims Drive Cat Hatred In New Zealand

Cat hatred is driven in large part by bunk science authored by researchers who approach their work with predetermined conclusions.

After news of a now-canceled children’s cat hunting contest made international headlines this week, the usual suspects came out of the woodwork with wild, unsupported claims that cats — not humans, not human industrial processes, not human-driven habitat loss, wind farms or agricultural pesticides — are singlehandedly responsible for wiping out New Zealand’s native birds and the extinction of an arbitrary number of avian species.

One of the people leading the charge is Helen Blackie, a “biosecurity expert” who told the BBC that cats are responsible for the extinction of six native bird species in New Zealand.

Blackie doesn’t say where she got that information, but noted cat-hating Kiwi Gareth Morgan’s site claims that cats have killed nine native bird species, and attributes the information to a study, “A global review of the impacts of invasive cats on island endangered vertebrates.”

The “study” was published by academics in Spain and California without boots on the ground in New Zealand and is not actually a study at all. It’s a meta-analysis of prior studies, none of which count the number of feral, stray and pet cats in New Zealand, nor do they offer anything resembling a measure of how many birds are actually killed by cats.

Notably, the study does not say cats are responsible for the extinction of nine bird species.

close up shot of a stray cat
Credit: Mehmet Turgut Kirkgoz/Pexels

Much like their US bird-conservationist counterparts, the authors of the study cannot say how many cats actually live in New Zealand and have no observational data about feline predatory habits.

They rely on the same methods the US studies do, which is to say they collect data from unrelated research — including a paper measuring the impact of all predators on wildlife in the aftermath of wild fires in urban environments, a report on the way pet cat personalities impact how their owners view them, and a study on cat behavior in Culver City, California — stir the data into a pot of numbers, and massage the numbers until they get the desired results.

In this case, the “desired results” are any suitably impressive-sounding figure for the total number of native birds killed by cats in New Zealand. The authors aren’t conducting a scientific investigation to find out how those native birds died, they’ve already decided that cats are the reason and they’re misrepresenting data from unrelated studies to support that conclusion. That is not science.

Of course their conclusion has no basis in reality. How is it possible that a bunch of researchers on entirely different continents are able to come up with accurate figures on cat predation in New Zealand without any actual data about cats in New Zealand, without a population count of cats in New Zealand, and without a single observational study to draw information from?

How does a study of coyote and cat interactions in Culver City, California have any bearing on cats killing birds in New Zealand, an island country 6,700 miles away with habitats that bear little or no resemblance to California? Coyotes don’t even exist in New Zealand!

How does a self-reported questionnaire about the personalities of pet cats by American cat owners tell researchers anything about the behavior of feral cats in rural New Zealand?

How does a study about the Persian squirrel on Greek island ecosystems tell a research team anything about the impact of cats on flightless birds in a completely different environment, in a different part of the world, with different types of trees and cover, different native fauna and weather systems?

How does a study of alpine ecosystems inform estimates of cat predation in the temperate and subtropical ecosystems of Aotearoa?

view of a stray cat on a city street
Credit: Boys in Bristol Photography/Pexels

This is not science

This sort of buffet-style, cherry-picking nonsense wouldn’t pass muster in an undergraduate class in the hard sciences, yet somehow it’s not only published in peer-reviewed conservation journals, it’s reported breathlessly and credulously by reporters at outlets like NPR, the BBC and the Guardian, who don’t even bother to read beyond the abstract.

The claims are further undermined by their inexplicable assertion that feral cats and domestic cats are not the same thing, when in fact they are the same species: felis catus. Advocates of cat hunting in New Zealand fret that it’s impossible to tell if cats are feral or pets, not understanding that they are indistinguishable because they are the same. The only difference is that house cats have homes and ferals do not.

No one is claiming that cats don’t have an impact on the environment. It would be foolish to think they don’t.

But if anyone — especially journalists with influential platforms and researchers cloaked in authority thanks to the veneer of real science — wants to make the case that cats are the primary force leading to declining numbers of native bird populations, then the burden of proof is on them, and it’s a high one.

We’re talking about life here, the lives of fully sentient animals with their own rich internal thoughts and feelings. You don’t just casually call for their extirpation or send children off with rifles to arbitrarily shoot them like little serial killers in training.

If you want to make the case, do the work. Get the grants. Hire the personnel. Do it right. The Washington, D.C. Cat Count even has a free toolkit for other communities to conduct their own feline census, so they can make informed decisions. But if you’re unwilling or unable to do the work, then stop spreading misinformation, because it has tragic consequences for real-world animals, and their blood is on your hands.

Top image credit Aleksandr Nadyojin/Pexels

The People Who Clone Pets Want To Bring Back Extinct Species — And Clone Animals For Their Organs

Genetics, gene-editing and cloning have rapidly matured since the days of Dolly the Sheep, which means we have less time than we think to grapple with some heady moral questions.

Should scientists resurrect long-extinct species? Is it ethical to clone thousands of animals who will not live, but have their organs harvested for human patients?

Those are some of the questions people are asking as the cloning industry — once relegated to producing one-off copies and genetically identical versions of deceased pets for wealthy clients — is expanding with new capabilities.

This story by the BBC’s David Cox provides an informative, brief history of cloning before pivoting to the current state of the industry and how it could continue to evolve.

Two of the most fascinating prospects have to do with conservation. One company, Colossal, is working on bringing back the extinct woolly mammoth, while other scientists are turning to cloning as a way to prevent the extinctions of species like the white rhino, which is functionally extinct without any breeding pairs left living.

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Scottish scientists shocked the world when they cloned Dolly the Sheep in 1996.

As with anything in science, innovations in cloning unlock new applicative branches, and scientists have partnered with the medical field to address human health concerns. Some, like the practice of editing genes to prevent diseases in newborns, tend to fly under the radar. But others, like the push to adapt organs from animals like pigs so they can be replacements for human organs, are much more controversial and have met opposition from animal welfare groups.

Then there’s the elephant in the room, no pun intended. What about cloning humans?

Right now no one’s gone down that route, at least not publicly, because of the inevitable backlash. What’s happening deep in the bowels of clandestine medical facilities in nations with murky ethics laws is another question entirely.

I am opposed to human cloning, but I don’t believe it will remain the immutable taboo some people think it is. Someone will break the dam, and while that pioneer will likely get raked over the coals, the bell cannot be unrung. Things change so fast these days that what’s shocking one day merits a shrug the next, and it’s possible the world will be introduced to a man or woman one day before it’s revealed the person is, in fact, a clone. (Not unlike the way the world was introduced to Imma, a Japanese influencer and model who exists only digitally.)

Imma
Imma has more than 400,000 Instagram followers, she models the latest fashions and she appears in adverts for products like beverages and watches, but she doesn’t exist. She’s a digital creation.

They’ll be the Dolly the Sheep of the human race, and ethicists won’t get a say in whether they should exist because it’s already been done.

“See how normal they are?” people keen on cloning will say. “They’re just regular people. Are you going to tell them they shouldn’t live?”

But before that, it looks like the movie Gattaca will become reality, and people will order up a great baseball player or a child with intuitive musical genius just like they might commission a piece of art or a custom car job. Gene editing with CRISPR is surprisingly trivial.

Of course, it won’t be lost on people that we’re cloning humans when there are millions of unwanted, uncared-for street kids in the third world, not to mention people who live without the consideration of their fellow human beings in every nation. Just like it hasn’t escaped the notice of activists that South Korea and China are leaders in cloning pets, yet dogs and cats are also food in those countries.

What separates the dogs and cats bound for restaurant kitchens from the dogs and cats having their cells preserved for cloning?

Nothing except for their individual value to humans, just like pure luck separates a cat who finds a loving home from a cat who ends up euthanized with a needle. We are a fickle species.

Yet both the beloved pet and the unwanted shelter cat are sentient, experience intense emotions and have their own thoughts. That’s not conjecture, it’s fact as confirmed many times over experimentally, but it shocks a lot of people. Our education system has not done right by the billions of non-human minds we share our planet with.

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These rhesus macaque infants were cloned in a lab in China. The remaining barriers to human cloning are ethical, not technological.

I’ve thought about what might have happened if Buddy had been adopted by someone else, and what his fate may have been. I love the little guy, but it’s possible that someone else may have viewed him as an annoyance, a loud and incessantly chatty cat who needs an inordinate amount of attention and affection, sometimes lashes out, and needs to be surrendered.

Likewise, unwanted cats have languished in shelters for months before viral posts spark interest in them, and suddenly offers to adopt come in by the hundreds from across the globe. Nothing about those cats changed, but humans formed an emotional attachment to them after learning their stories.

Of course, the ethics of how we treat and consider animals can change depending on where you’re sitting. If you’re young, healthy and energetic, your view may be radically different than the person sitting on an organ donation waiting list, knowing their time may be up before a new liver or kidney becomes available. Suddenly a seemingly simple moral calculus becomes murky and complex.

There’s strong evidence that people who take the first steps toward cloning their beloved cats and dogs spend time wrestling with the ethics of the decision as well. Texas-based ViaGen, the western leader in commercial cloning, told the BBC that 90 percent of its clients are not people who have gone through with cloning, but have only taken the initial step of preserving their pets’ cells for $1,600.

And what of the mammoths? Bringing them back from extinction isn’t as simple as filling in the gaps in their genome, implanting gene-edited eggs in female elephants and hoping gestation takes care of the rest. Mammoths are social animals. Will an elephant mother raise a mammoth baby? Where does that mammoth baby belong? Without a herd of its own kind, can it be happy?

We can’t ask the mammoths, and even if we could, it might not be up to them anyway. As one paleogeneticist put it to NPR last year: What if the technology isn’t used to resurrect the mammoth, but to save the elephant? Does the end justify the means in the latter situation, but not the former?

Mammoth, Dolly the Sheep and rhesus macaque images credit Wikimedia Commons