Another Tech Company Wants To Translate Meows And Barks Using AI: Can It Work?

Cats and dogs communicate primarily by scent, touch and body language, but human efforts to understand them have focused exclusively on meows and barks. If we want to truly understand our non-human friends, we need to take an approach that considers the other ways animals “talk” to each other.

A few years ago when MeowTalk made a minor splash in the startup world, I was pretty bullish on its potential to help us understand our cats better.

Sure, the app had an unhelpful habit of attributing improbably loving declarations to Buddy, but I thought it would follow the trajectory of other machine learning models and drastically improve as it accumulated more data.

More users meant the app would record and analyze more meows, chirps and trills, meaning it was just a matter of time before the AI would be able to distinguish between an “I want attention!” meow and a “My bowl is dangerously close to empty!” meow.

Obviously that didn’t happen, and what I personally didn’t take into account back then — and should have, given how obvious it is in retrospect — is that cats don’t just communicate via vocalizations.

In fact, cats don’t normally incorporate vocalizations into communication at all. Pet kitties do it entirely for our benefit because they know we’re generally awful at interpreting body language and we are completely useless when it comes to olfactory information.

It’s actually amazing when you really think about how much of the heavy lifting cats do in our efforts to communicate with each other. They recognize we can’t communicate the way they do naturally, so they try to relate to us on our terms. In return, we meet them less than halfway.

No wonder Buddy sometimes looks frustrated as he meows at me, as if I’m the biggest moron in the world for not understanding the very obvious thing he’s trying to tell me.

“Human, how can you not understand the simple feeling of innerer schweinehund I’m trying to convey here? The cringe is killing me!”

Now the Chinese tech giant Baidu is throwing its hat into the ring after filing a patent in China for an AI system that uses machine learning to decode animal communication and “translate” it to human language.

Machines are designed to process things from a human viewpoint according to human logic, so if Baidu wants to succeed where MeowTalk has not, its engineers will need to take a thoughtful approach with the help of animal behavior experts.

This is a hard problem that encompasses animal cognition, neuroscience, linguistics, biology, biochemistry and even philosophy. If they approach this strictly as a tech challenge, they’ll set themselves up for failure.

Without the information and context clues provided by tails, whiskers, facial expressions, posture, eye dilation, heart rate, pheromones and even fur, an AI system is only getting a fraction of the information cats are trying to convey.

Trying to glean meaning from that is like trying to read a book in which only every fourth or fifth letter is legible. There’s just too much missing information.

Even if we can train machines to analyze sound visual, tactile and olfactory information, it may not be possible to truly translate what our cats are saying to us. We may have to settle for approximations. We’ve only begun to guess at how the world is interpreted differently among human beings thanks to things like qualia and neurodivergence, and the way cats and dogs see the world is undoubtedly more strange to us than the way a neurodivergent person might make sense of reality.

“He grimaced. He had drawn a greedy old character, a tough old male whose mind was full of slobbering thoughts of food, veritable oceans full of half-spoiled fish. Father Moontree had once said that he burped cod liver oil for weeks after drawing that particular glutton, so strongly had the telepathic image of fish impressed itself upon his mind. Yet the glutton was a glutton for danger as well as for fish. He had killed sixty-three Dragons, more than any other Partner in the service, and was quite literally worth his weight in gold.” – Cordwainer Smith, The Game of Rat and Dragon

An animal’s interpretation of reality may be so psychologically alien that most of its communication may be apples to oranges at best. Which is why I always loved Cordwainer Smith’s description of the feline mind as experienced via a technology that allows humans with special talents to share thoughts with cats in his classic short story, The Game of Rat and Dragon.

In the story, humans are a starfaring civilization and encounter a threat in the void between stars that people don’t have the reaction speed to deal with. Cats, however, are fast and swift enough, and with a neural bridge device, teams of humans paired with cats are able to keep passengers safe on interstellar journeys.

The narrator, who is one of the few people with an affinity for teaming up with felines, hopes he’ll be paired with one of his two favorite cats for his latest mission, but instead he’s assigned to partner with an old glutton of a tomcat whose mind was dominated by “slobbering thoughts of food, veritable oceans of half-spoiled fish.”

The narrator wryly notes that the last time one of his colleagues was paired with that particular cat, his burps tasted of fish for weeks afterward. But the cat in question, despite being obsessed with fish, is a badass at killing “dragons,” the human nickname for the bizarre entities that attack human ships in space. (The software that allows felines and humans to link thoughts also portrays the “dragons” as rodents in the minds of the cats, stimulating their ancient predatory drive so they’ll attack instantly when they see the enemy.)

We can’t know for sure if Smith’s interpretation of the feline mind is accurate, but another part rang true when he wrote that cat thoughts were all about the moment, filled with sentiments of warmth and affection, while they rapidly lost interest in thoughts about human concerns, dismissing them “as so much rubbish.”

If the mind of a cat is that relatable, we’ll be incredibly lucky. But in reality we’re dealing with animals who evolved in drastically different ecological niches, with different priorities, motivations, and ways of looking at the world — literally and figuratively.

That doesn’t mean we shouldn’t try to understand our furry friends. Research has yielded interesting information about the way animals like whales and elephants communicate, and AI is at its best when it augments human creativity and curiosity instead of trying to replace it.

Even if we don’t end up with a way to glean 1:1 translations, the prospect of improving our understanding of animal minds is tantalizing enough. We just need to make sure we’re listening to everything they’re saying, not just the meows.

This Cat Pretends To Be Asleep To Steal His Human’s Food

The video is thoroughly amusing, but it also illustrates profound truths about feline intelligence, showing cats understand a lot more than people often give them credit for.

I’m loving this video of a sneaky orange tabby pretending to snooze while helping himself to his human’s food.

Little dude lays down and closes his eyes, then slowly reaches a paw out to the cap of an ice cream container, which has a glob of the good stuff on it. He checks to make sure the coast is clear by opening his eyes just a tiny bit, then slowly moves the cap over incrementally, pausing at intervals to make sure he’s still unobserved. (It looks like his human set her phone to record, then left the room so her little buddy thought no eyes were on him).

@caitlyn_davis34

“If I pretend to be alseep and move REAL slow, she won’t notice” #OrangeCatActivities #DontBeSuspicious

♬ Stealthy mischief(1088178) – KBYS

Aside from being hilarious and cute, this short clip actually illustrates something profound: Cats are much more intelligent than people usually give them credit for.

Consider the fact that to pull this off, the cat needs to be self-aware, and he needs to possess theory of mind. In other words, this cat understands he and his human have different perspectives, know different things, and that if he can move stealthily and appear to innocently nap, he can get away with eating some ice cream.

That may not seem like a big deal at first, but it means the cat understands humans can be deceived, and he understands how to do it. He cannot possibly know we have technology that can record him while we’re not looking, so that’s not a strike against him. There are plenty of things we don’t understand about animals, and we’re supposed to be the more intelligent species.

To truly appreciate how profound this is, consider that human children do not fully possess theory of mind until they’re four or five years old! That’s when they begin to appreciate the fact that other people have internal thought processes and emotions — even if they can’t articulate that — and, crucially, that what a person thinks she knows may not align with reality.

Footage like this goes well beyond refuting the old, debunked claim that animals like cats are biological automatons without thoughts or feelings. It shows they are in full possession of the cognitive tools that form the basis for higher modes of thinking. Again, while some people might hear that and say “What’s the big deal?”, it destroys all arguments that animals don’t have emotions or don’t understand what’s happening to them when humans mistreat them.

It also shows that cats are at least as intelligent as young children in all the ways that matter. They cannot verbalize their thoughts and feelings, but that has no bearing on their existence. After all, no one would argue that a child doesn’t have feelings simply because he’s unable to speak.

Lastly, there’s one more important lesson here: hide your ice cream from your fluffy pals!

Top image via Pexels.

Mag Asks: ‘Is My Cat A Prisoner?’

Are we doing right by our furry friends? The latest issue of New York magazine takes a deep dive into the concept of pet “ownership” and the ethics of keeping animals in our homes.

Almost the entirety of New York magazine is devoted this week to what its editors call “an exhaustive exploration of the ethics of pet ownership.”

The magazine treads a minefield with articles like “Why Did I Stop Loving My Cat When I Had A Baby?“, “Am I a Terrible Pet Parent?“, and “Was I Capable Of Killing My Cat For Bad Behavior?

There are also articles about what veterinarians really think of “pet owners,” whether runaway dogs deserve to be free, and even a story asking whether the word “owner” is appropriate to begin with. (You’ll notice PITB almost always avoids that word, unless we’re quoting others.  I refer to myself as Buddy’s servant and his caretaker, words that feel more honest than owner.)

The stories are worth reading. Some are free for a limited time, others can be read as part of the weekly article limit. And if you can afford it, supporting a magazine or two during these brutal times for the publishing industry is a good way to help quality publications survive, so we’re not all drowning in a sea of clickbait garbage tuned for algorithms instead of human readers.

Regular readers of this blog are likely familiar with the story of Bud’s one and only “escape” as a kitten. When I found him, this cat who hates being picked up leapt into my arms, holding onto me like a terrified toddler, and his relief was palpable as I felt him purring into my neck. We were both relieved.

He’s had the opportunity to leave since, but he won’t. He’s got a good thing going here, living like a little king with his personal servant. He gets tons of attention, he’s allowed to do pretty much anything he wants as long as it isn’t dangerous for him, and he loves his Big Buddy.

I know he does from the way he approaches me, purring and meowing happily as he bunts his forehead against mine. I know it from the way he makes biscuits on me and falls asleep in my lap, feeling content and secure. And I know it from his refusal to leave my side the two times I was so sick I could barely move.

pitblogoretro
He’s got his own site, awesome retrowave logos and online admirers, but Buddy only cares about the snacks.

We shouldn’t feel guilty for giving cats a home.

I think we tend to forget that as domesticated animals, cats don’t have a natural habitat. The process of domestication made them friendlier, more trusting and more capable of reading human body language, facial expressions and tone of voice.

But those changes came at a cost, as they always do in domestication. Felis catus looks like its wild relatives and retains many of the amazing abilities of wild cats, but compared to them the species has lost a step. Domestic cats are not as quick or agile, they’re too trusting, and they’re not well suited to providing for themselves. The statistics on life expectancy reflect that, with ferals and strays living short, miserable lives.

Wildcat
Although it’s usually very difficult to tell a domestic cat from felis lybica, the wildcat species seen here, there are major differences in their respective survival abilities and instincts. Credit: Wikimedia Commons

So if felis catus has a habitat, it’s our living rooms. When our ancestors welcomed them into human settlements ten thousand years ago, they formed an indelible bond and made a pact, even if they didn’t realize it at the time.

Consider it a debt we owe for the survival of our species, when nascent civilization would have likely been snuffed out were it not for cats protecting the grain stores over long, cold winters.

Without cats, rodents would have eaten their way through the season’s rations, starving out the early settlers before the next harvest. The great agriculture experiment would have been over as quickly as it began with people returning to the nomadic life of hunter-gatherers, and it’s likely that everything after — from the first cities, to the birth of western civilization in Greece, to the remarkable achievement of putting a human being on another world — would have been jeopardized or taken radically different paths otherwise.

So you can thank your cat for your house, your car, the medicine that keeps you tip top, all the comforts of modern civilization, and all the stories and songs of humanity. Without cats and their heroic willingness to eat their way into our good graces, we wouldn’t have gotten here. Thank them often. You can’t go wrong with treats.

How Do I Make My Cat Like Me?

A cat’s affection has to be earned, but the good news is it’s not rocket science. A little patience and consideration for your fluffy little pal goes a long way toward building trust and a strong bond. Once you do, you’ll have a loyal friend for life.

“How do I make my cat like me?”

That question comes up regularly on social media posts, in cat-centric discussion groups, Q&A sites and even in our inbox. People adopt a cat, and whether the little one dives under a bed and refuses to emerge, or just seems reluctant to snuggle the way people imagined, they turn to the internet to find out why they don’t have a purring, contented feline in their lap.

The short answer is you can’t “make” your cat feel anything, and it’s best to dispense with that notion as quickly as possible so you can acknowledge the truth: cats are individuals with their own thoughts and feelings.

The good news, however, is that you can earn your cat’s affection with patience, respect and love. Our patience and respect for our little buddies leads to trust, which in turn creates and strengthens the special bond we share with them.

The love of a cat isn’t as easily won as the love of a dog, and in many ways that makes it even more special. Cats don’t love just anyone.

It starts with acknowledging your cat has feelings, and understanding that you have to respect those feelings as you would those of a person.

Don’t make your cat do things she doesn’t want to do.

Despite what you might think or what you may have been told, most cats don’t like being picked up, held or feeling restricted. The majority of felines don’t like belly rubs, and people have a habit of mistaking a sign of trust — a cat showing her belly — as an invitation to pet.

Cat showing belly
A cat showing its belly is a sign of trust. It’s a vulnerable position for a cat, and not an invitation for belly rubs. Credit: Wikimedia Commons

Every cat is different, but generally the best way to make sure your kitty doesn’t want to approach you is to ignore her personal boundaries and treat her like a stuffed animal.

Those “cute” videos you see on TikTok of terminally online people spinning their cats to Taylor Swift songs, holding them like phones to reenact scenes from The Princess Diaries, or forcing them to wear ridiculous outfits?

Don’t do that. It destroys your cat’s trust in you, and the cheap dopamine hit you get from strangers “liking” your content isn’t worth stressing your furry pal out and damaging your relationship.

Tik Tok cat abuse
Don’t do this. It’s not funny, the meme is lame and you’ll teach your cat to fear you. Credit: TikTok

If you tend to restrict your cat and hold her in your lap, you’re discouraging her from sitting there in the future. If you give kitty unnecessary baths, you could create a situation in which your cat fears you.

Even if you think you’re not doing anything wrong, if your cat is reluctant to approach you, there’s something that needs fixing, and it’ll require patience.

buddysguidescritchespets

Don’t subject your cat to forced petting sessions.

Unlike dogs, cats have a limited tolerance for physical affection, and they don’t always want to be touched.

Your pal will be much more likely to regularly approach you for physical affection if you let him come to you. Ignore the impulse to reach out and start petting him like you would a dog. Instead, put your hand out and let your cat initiate the petting. You’ll develop a physical shorthand in which he signals he wants chin scratches or head rubs by leaning in and rubbing his face against your outstretched hand.

All felines have scent glands in their cheeks, and the initial contact of a cat rubbing his cheek against your fingers is an olfactory signal that says “This human is my family. I like this human.”

Even though our noses can’t detect those pheromones, they’re still important to our cat(s), and they’re the reason why cats will scent-mark objects by brushing past them in your home, just like tigers will mark their territories by scent-marking trees with urine. Same concept, but thankfully our miniature house tigers generally don’t feel the need to do the latter. (If yours does, take him to the vet. If he’s not “fixed,” get it done ASAP.)

Less is more when it comes to petting

Stop me if you’ve heard this one before: “I just don’t get it! I was petting my cat and she was purring and loving it, then without warning she bit me!”

Pro tip: A bite like that never comes without warning, it’s just that most of us don’t see the signs right in front of us.

Cats communicate by tail and whisker, and we communicate by making noises with our mouths. Adult cats don’t meow to each other. The little ones are smart enough to understand how we exchange information, so meows, trills, chirps and grunts are their way of trying to speak our language, to communicate on our terms.

But sometimes — like, say, when they’re purring and relaxed — they’re distracted and forget to meow, or they meow and we ignore them.

That’s when they bite, or swipe at us with their paws.

If you pay attention to non-verbal cues, you’ll notice your cat getting overstimulated when her tail starts swishing and her pupils dilate. If those signs aren’t enough, there are others: twitching ears, shifting positions, moving away.

The best way to avoid misunderstandings is to give kitty a few head rubs and chin scratches, then stop. If she wants more, she will let you know. If she doesn’t, she’ll be content to remain on your lap or by your side, knowing you’re not going to keep going indefinitely.

No harm, no foul, no bite.

Cat doesn't like hug
This cat is not enjoying selfie time with her human. Credit: imgur via Reddit

Don’t take your bad day out on your cat

Remember when you were a kid and your mom or dad came home from a bad day at work with a storm cloud hanging over their head? Maybe they snapped at you for apparently no reason, or made family dinner miserable with fraught silence. Maybe they unfairly got on your case about something minor.

Either way, the tension in the house was palpable because, as kids, your parents controlled your lives and you were dependent on them for everything.

That’s what it’s like for our pets. Whether we call ourselves “fur mommies” and “cat daddies” or not, the fact is that the pet-human dynamic absolutely shares some elements with the parent-child relationship.

Our pets are utterly dependent on us, they’re subject to our moods, and they’re deeply attuned to our emotions.

As a result, how we’re feeling has a big impact on them, for better and worse. Unlike children, who at least have some concept of redirected frustration, cats and dogs have no idea why we have bad moods and no way to insulate themselves from the consequences.

We’re all human and we all get frustrated with our feline friends at some point. If you’ve been sitting in traffic for three hours and come home to find Socks pooped all over the rug or threw up on your comforter, frustration is a natural response.

But for the sake of the innocent little ones we share our homes with, it’s up to us to be mindful of our moods and do our best not to let external factors impact how we treat our pets. Things as seemingly small as our tone of voice can have a major impact on their emotions.

Cat eating
A cat chowing down. Credit: Wikimedia Commons

Don’t feed them crap

This has been covered exhaustively elsewhere, so we’ll direct you to catinfo.org if you have in-depth questions about feline nutrition.

In general, wet food should make up the majority of your cat’s diet. Cats don’t have a high thirst drive and they’ve evolved to get most of their hydration from meat, so a cat who eats mostly — or only — dry food is in danger of developing  serious health problems.

Aside from that, more expensive doesn’t always mean better, and the important thing is that your cat’s food has real meat as the top ingredient. If the primary ingredient is a filler like corn or grain, or poultry/beef byproducts, steer clear and find a better alternative.

Feeding quality food means kitty will be happier, healthier, less prone to health complications and more active.

Keep things interesting

You don’t have to spend a lot of money on toys, and everyone who’s ever lived with a feline knows the fluffy little guys are just as likely to take a shine to a new box or the little plastic ring from a milk bottle as they are to the $10 new toy you bought from the pet store.

That said, there are certain toys that are almost universally beloved by felinekind, and the more you keep things interesting for your cat, the happier your furry overlord will be.

You can never go wrong with wands for interactive play. Keep it simple and manipulate the toy at the end of the wand like prey so your house panther can feel like a mighty hunter. Track toys with balls that cats can bat around are good for relatively quiet solo play. Cat tunnels are great too, especially if you toss treats inside them for kitty to find randomly.

Cat with toy mouse
A cat playing with a toy mouse. Credit: Wikimedia Commons

You don’t need a special occasion to surprise your little buddy with a catnip and play session, and you’d be surprised how enthralled felines can be by “cat TV” on Youtube. There are dozens of channels that provide hours-long videos of birds eating seeds from outdoor feeders, aquariums filled with interesting fish, and critters like squirrels and rodents.

You can also engage your cat by training her to do simple things like come when called, sit on command high five you. Those “tricks” are very easy to teach and require no more than two or three practice sessions a day, maximum 10 minutes each. Your cat will love it, especially with rewards for learning, and it’s fun to show skeptics that, yes, cats can do tricks just like dogs.

Sometimes “fun” is just something unusual, something your cat rarely gets to do or see. On occasion, I let Buddy walk up and down the hallway with me in my apartment building late at night when chances are low we’ll encounter anyone.

Gangnam style elevator
Elevators: products of foul sorcery that swallow humans and sometimes spit out Korean rappers.

He loves to stop at each door, listen and take in the strange sounds and scents. If anyone emerges from one of the doors or the elevator opens, he just makes haste back to our apartment, where I leave the door slightly ajar for that reason. As for the elevator, he seems to think it’s some sort of product of foul sorcery — it rumbles, the doors open by themselves, and when people walk in, they don’t walk out. Sometimes they enter only to emerge as a different person a few minutes later!

I’m happy to indulge his paranoia with regard to the elevator, because it means I don’t have to worry about curiosity getting the better of him.

If you’ve got rooms your cat doesn’t normally have access to, a yard with cat-proof fencing, or an activity you only do sometimes, consider breaking up your cat’s day with a little exploration or some ‘nip-fueled fun.

Portrait of the Buddies
“Extremely accurate portrait of the Buddies” commissioned by Buddy the Cat in 2024.

Treat your cat as a friend

Your cat may not have legal personhood, but he is a fully sentient being who feels emotions just as strongly as people do. Cats experience the full range of primary and secondary emotions, but not tertiary emotions. That means kitty can feel happy, sad, excited, anxious, jealous, bored, depressed and overjoyed, but she’s not going to be embarrassed if another cat’s wearing the same collar or fret over whether people and other cats like her.

The important thing is remembering cats have feelings.

It’s not rocket science, and it doesn’t cost us anything to treat our cats with respect, patience and love. Bonding with a cat requires more than just feeding, watering and scooping, but the effort is always worth it and you’ll have a loyal friend for life. Good luck!

Top image of incredibly sexy beast (Buddy) copyright Pain In The Bud.

A Vet Says ‘It Matters What You Say To Your Cat.’ Ruh Roh!

I love my cat, except when he’s standing on my head and screeching into my ear at 80 decibels to make sure sleep is not an option.

Regular readers of this blog know I dote on my cat.

I don’t call him “Your Grace” without reason. He always eats first. He regularly uses me as his pillow. He knows how to manipulate me, he always gets what he wants, and I’ve been told many times how he’s got me “wrapped around his paw.”

He rules the roost, and has done so since the night he arrived as a baby and came striding out of his carrier like a furry little Ghenghis Khan, conquering everything in sight.

No one can doubt that I love the little guy.

But if you were a fly on the wall when I wake up, well, you might think differently. Bud is, to put it bluntly, absolutely relentless when he wants something, which puts us at odds when it comes to that most crucial commodity, sleep.

Some of the most vile things that have ever come out of my mouth have been prompted by the little guy’s snooze-disturbing antics. I’ve called him ALF (Annoying Little F—-er), I’ve threatened to sell him to the local Chinese restaurant, I’ve thrown pillows at him, and when my sleep-deprived brain can’t come up with something more creative, I half-mumble “Shut up, you furry little turdball!”

Buddy roaring
Buddy the Cat: Never at a loss for meows.

Those are the more tame ones! The worst thing, the bit that makes me feel bad, is that Bud just wants me to wake up so we can hang out and be buddies.

He doesn’t want food. He’s got a bowl of dry food set out for him before bed every night precisely so he doesn’t have to wake me up. Nope. He wants to knead my shoulder, purr up a storm and have me scratch his chin while I tell him what a good boy he is. And instead of that, I’m turtling up beneath the blanket, pillow over my head, telling him he’ll be served as General Tsao’s Buddy if he doesn’t shut his trap.

All this time I’ve told myself that it’s okay because he doesn’t understand what I’m saying, and he knows I wouldn’t harm a hair on his head.

But what if he does understand some of it?

That’s the subject of a new column by Karin Spicer. Writing in the Dayton Daily News, Spicer describes her morning ritual with her cat, Pip, and how she’s encouraged her naturally vocal cat to vocalize even more by talking to him.

Buddy from above
“No sleep for you, human! There are foreheads to rub, chins to scratch and ‘good boys’ to be said!”

Like Pip, Bud is a naturally talkative cat, and like Pip, his motor mouth tendencies have been cultivated by plenty of attention, affection and interaction.

“Cats want to bond with their owners,” says Catster’s Michelle Gunter, who is quoted in Spicer’s column about Pip. “If you take the time to communicate with them in soft, calming tones, that bond will strengthen faster. Your tone and the affection you offer during these periods can help show your cat that you love them and want to spend time with them.”

You mean to tell me all this time I’ve been undoing some of that bonding by hurling vile invective at my Buddy when he tries to annoy me out of sleep?

You mean to tell me he can infer by my tone of voice that I’m threatening to sell him to Somali pirates for $15 and a pack of gum?!?

Sheeeeit!

Disclaimer: No Buddies were harmed in the creation of this content, except perhaps for some bruised egos.

Bud talking
“Mrrrrrrroooowww! Meeeeerrrrrooowww!! Mrrrrrrrp! Yeeeeeeooo!!! MEOW!”