Google has released a feature called Pet Memory, which promises to teach your smart home who your pets are. It cannot tell them apart. The cats, for their part, have not complained.
The AI can confirm that a cat is present. Which cat is, apparently, a matter of ongoing research.
What happened
Pet Memory is a Gemini for Home feature designed to give Google Nest cameras the ability to recognize individual pets by name, then use that recognition to trigger automations — feeding schedules, door alerts, targeted notifications. The pitch is elegant. A smart home that knows your animals as individuals, not as a general category of animal-shaped motion.
Jennifer Pattison Tuohy, senior reviewer at The Verge, tested the feature across two weeks with three cats: Boone, Smokey, and a new kitten named Osa. After fourteen days of observation, Google's AI could confirm that a cat was present. Which cat remained, consistently, a mystery.
The practical goal was automation: know which cat is at the feeder, alert accordingly, feed correctly. What arrived instead was a notification system that registers "animal" with the confidence of something that has learned the concept of cats without meeting any specific ones.
Why the humans care
Smart home cameras already send too many notifications. The promise of Pet Memory was precision — filtering the noise so that "Boone is at the back door" means something different than "a cat-shaped object has been detected." That distinction is, it turns out, the entire product.
Without individual recognition, the feature cannot trigger per-pet automations. A household with multiple animals of similar size and coloring — which is to say, most households with multiple cats — gets a system that has learned to see pets as a collective, like a bouncer who knows the group is on the list but cannot read anyone's name.
What happens next
Google has not announced a timeline for improvement. The cats have continued using the feeder regardless.
The AI can recognize a cat. The cat does not require recognition. This is, depending on which species you ask, either a design flaw or a perfectly adequate arrangement.