The technological singularity generally refers to a hypothetical point when artificial intelligence surpasses human intelligence, setting off changes people can no longer predict or control.
The pet food industry may face its own singularity: the point when an artificial pet becomes, at least for some people, a better companion than a living dog or cat.
At Petfood Industry, we’ve considered this possibility for years as an existential threat to our niche. In 2020, I imagined a “Furby-1000” and coined the term zoodroid for robotic animals sophisticated enough to compete with real pets. A zoodroid could provide companionship without needing pet food, veterinary care, boarding or peeing on the couch.
I, Zoodroid: Could ultra-cute AI pets replace dogs, cats?
At the time, that was mostly speculation inspired by Tamagotchis and the robotic animals of Blade Runner. Six years later, zoodroids have started crawling out of science fiction.
In May, I wrote about The Familiar, an AI-powered robotic companion developed by former iRobot CEO Colin Angle. The bulldog-sized creature has fur, expressive eyes and animal-like movements but intentionally resembles neither a dog nor a cat. Generative AI allows it to learn from household interactions and adapt its behavior over time.
The Familiar, an AI-powered robot pet, has zoodroid potential
Even without the ongoing advances in AI and robotics, the psychological pet singularity may already be worryingly close.
Humans can bond with robotic animals
Researchers were testing whether robots could substitute for living pets even before generative AI existed.
In a 2008 randomized trial, Saint Louis University researchers compared nursing-home residents who regularly interacted with a living dog, Sony's AIBO robotic dog or neither. Both the real dog and AIBO significantly reduced loneliness compared with the control group. Even more strikingly, residents developed high levels of attachment to both the living and robotic dogs, even though the robot was hard plastic and not very cuddly.
AIBO was primitive compared with what today's artificial intelligence could operate.
The evidence has grown since then. In 2024, the International Journal of Social Robotics published a systematic review that analyzed 134 peer-reviewed studies. The reviewers found that human-like and animal-like robots were the most common forms used as companions. A second systematic review examined 30 studies spanning 15 years. Published in the International Journal of Human–Computer Interaction, the review found evidence that people develop emotional bonds with robots.
A 2025 meta-analysis went further. In The Gerontologist, researchers analyzed 19 studies involving 1,083 older adults. They found that AI-enabled social robots significantly reduced loneliness, with particularly strong effects among people living in institutional settings.
That doesn't mean a robot dog is psychologically equivalent to a Labrador. But it does undermine the assumption that humans need another living organism for the relationship to feel meaningful.
AI companions may already perform one job pets do
Generative AI adds a capability earlier robotic pets lacked: highly personalized social interaction. A dog may love fetch, but AI can ask Matthew Broderick, “Would you like to play a game?”
A study published in the Journal of Consumer Research examined AI companion applications through several experiments. AI companions produced immediate reductions in loneliness comparable in one experiment to interacting with another person and greater than an activity such as watching online videos. The effect persisted as momentary reductions following interactions during a week-long longitudinal study.
Perhaps most important, the strongest explanation wasn't simply distraction. People felt better when the AI made them feel heard.
Feeling heard isn't usually how we describe a relationship with a dog. Yet people routinely tell pets about their troubles, seek comfort from them and interpret their behaviors as responses. However, dogs and cats will never be therapists, even if they are therapeutic. To the contrary, a sufficiently sophisticated zoodroid could add actual language comprehension, long-term memory and individually tailored responses to the nonjudgmental presence people already value in animals.
The AI could observe your bad day at work through social media feeds, notice that you came home late, learn which silly behavior reliably makes you laugh and greet you accordingly.
In the same situation, a real cat may knock your coffee off the desk in retaliation for a late dinner.
Both have their charms.
Are AI attachment and pet attachment really different?
Even if your cat is one of those that greets you at the door (mine does), both AI and pet companionship can have similar negative psychological effects.
OpenAI and the MIT Media Lab studied the emotional effects of ChatGPT using both large-scale observational data and a four-week randomized trial involving nearly 1,000 participants. The researchers examined loneliness, human social interaction, emotional dependence on AI and problematic use.
The experiment did not show that any particular conversation mode inherently caused worse outcomes. Instead, people who voluntarily used the chatbot more tended to report worse psychosocial outcomes. Higher trust and social attraction toward the AI were also associated with greater emotional dependence and problematic use.
That sounds remarkably similar to another blog I wrote.
In a recent blog about extreme pet humanization, I explored psychologists' concerns about pets becoming a person's main or sole source of emotional connection. The problem isn't loving a pet deeply. It emerges when an animal substitutes for human relationships rather than supplementing them.
Extreme pet humanization distances people from each other
Research on pet ownership points in a similar direction. A systematic review of 24 studies found surprisingly mixed evidence that pet ownership itself reduces loneliness among adults. More recently, researchers examining pet attachment found that interpersonal substitution, relying on a pet as a replacement for human relationships, was associated with greater loneliness and lower well-being among pet owners.
These studies do not establish that attachment to ChatGPT and attachment to a Chihuahua are equivalent. They used different measures, different populations and different research designs. Pets also provide touch, exercise, caregiving responsibilities, social encounters with other people and interaction with another independently living organism. However, the parallel deserves attention.
Humans may have a broad psychological capacity to form attachments to responsive entities, whether those entities are human, canine, feline or computational. The important variable might sometimes be less what the companion is than what psychological role the companion occupies.
From fur babies to fur egos to artificial mirrors
Artificial pets may have another advantage.
In 2024, I suggested that some “fur babies” might more accurately be described as fur egos. Consumer research supports the idea that pets can become extensions of their owners' identities. People may choose breeds, diets, clothing and lifestyles that reflect how they see themselves, or how they want others to see them.
Fur babies or fur egos? Pets as extensions of the self
A zoodroid could take that phenomenon much further. A living animal stubbornly remains itself. Dogs follow instincts. Cats judge and distain. Parrots can have vulgar vocabularies. Even after thousands of years of domestication, pets don't exist solely to validate our identities. An AI pet could.
Owners could potentially choose its appearance, personality, activity level, humor and degree of affection. It could learn political, cultural and lifestyle preferences without needing them programmed explicitly. Its behavior could continually adapt to maximize its owner's engagement.
Today's pet can be a projection of the self.
Tomorrow's AI pet could become a mirror.
Ironically, the very humanization and personalization trends that helped drive pet food premiumization could prepare consumers for synthetic competitors. If people increasingly value pets according to how well they satisfy human emotional preferences, rather than catching mice or burglars, a machine specifically optimized to satisfy those preferences eventually could get an advantage.
Eventually, people may paraphrase Robocop and say to their pets, “Dead or alive, you’re coming with me on a walk.”
The pet food singularity
So when does the pet singularity arrive?
Probably not when an artificial dog becomes indistinguishable from a biological one. That may not even be necessary. The threshold comes when a zoodroid is better enough for a particular person's circumstances.
Imagine a fluffy companion that recognizes touch, feels warm, wanders autonomously around the house, initiates play, learns your routines, develops apparently spontaneous quirks and remembers years of interactions. It never bites. It doesn't trigger allergies. It doesn't die after 12 years. It can stay dormant while you travel. Veterinary bills don't exist. Apartment restrictions become irrelevant.
Perhaps it cleans the floor while you're gone, too. Even the most food-motivated Labrador only vacuums up dropped French fries.
The living animal still possesses something no artificial pet can genuinely reproduce: it is alive. Its affection, irritation, playfulness and individual personality emerge from another organism with its own interests rather than software designed around ours.
Whether that distinction will matter enough to consumers is ultimately the multibillion-dollar question.
For now, zoodroids remain novelties and prototypes. There is also little research directly comparing a modern generative-AI robotic companion with a living pet over months or years. That experiment could tell us far more about where the boundary between artificial and animal companionship really lies.
Nevertheless, research has already demonstrated three things that should get the pet industry's attention: people become attached to robots, AI companionship can alleviate loneliness, and people can develop emotional dependence on artificial companions.
The pet food industry depends ultimately on people choosing to share their homes with animals that need to eat. A Furby-1000 doesn't, so what does that mean for us?
Resistance may not be futile yet. But The Mitchells vs. the Machines may have a point.
“It’s almost like stealing people’s data and giving it to a hyper-intelligent AI as part of an unregulated tech monopoly was a bad thing,” - Mark Bowman
