Strolling down the road to scavenge for creatures like Snorlax and Squirtle was an everyday exercise in 2016, because the world was launched to augmented actuality (AR) video games, due to Pokémon Go.
However now, 10 years later, pictures captured by gamers seeking to “catch all of them” are serving to Niantic Spatial—a spinout of Niantic, the San Francisco–primarily based firm behind the sport—train robots to navigate the world extra successfully by constructing a extremely correct visible positioning system.
“It seems that getting Pikachu to realistically run round and getting Coco’s robotic to securely and precisely transfer via the world is definitely the identical drawback,” John Hanke, CEO of Niantic Spatial, told MIT Expertise Evaluate.
In response to MIT Expertise Evaluate’s current report, Niantic Spatial partnered with Coco Robotics, whose flight‑case‑dimension supply robots can typically be noticed on the sidewalks of Los Angeles, Chicago, Jersey Metropolis, Miami, and Helsinki. However the success of the robots is determined by them reaching their vacation spot on time—which means not getting misplaced.
That’s the place Pokémon is available in.
When looking for extremely coveted Pokémon, gamers flocked to scorching spots, taking a number of scans of the encompassing city environments and capturing many angles of a single location.
These scans—in addition to these captured by gamers of Ingress, one other Niantic cellphone‑primarily based AR recreation—turned a few of the 30 billion pictures used to coach Niantic’s present visible positioning mannequin.
“We had 1,000,000‑plus places all over the world the place we will find you exactly,” Brian McClendon, CTO at Niantic Spatial, instructed MIT Expertise Evaluate.
Gathering sufficient knowledge to create one of many world’s largest picture knowledge units required an infinite manpower—counting on gamers of a well-liked recreation to assist. Simply in its first week, Pokémon Go was downloaded by over 500 million folks, nonetheless drawing in thousands and thousands of customers nearly a decade later.
Nonetheless, not all knowledge is used for the mapping efforts, with gamers having to choose in to scan their environment. As an illustration, the information used to coach the mannequin obtained scans from the 2020 function known as “Discipline Search,” which gave gamers in-game rewards in change for scanning landmarks.
“We’ve been clear about this”
Whereas many gamers might have opted in with out understanding the implications, Niantic’s terms of service is clear in regards to the firm utilizing person content material to provide new companies.
“Gamers have to decide on to scan a selected public place—it’s not passive, and common gameplay doesn’t prepare any AI,” a Niantic spokesperson instructed Quick Firm when reached for remark. “We’ve been clear about this since 2019 in our privateness coverage and public bulletins.”
However whereas serving to robots convey heat pizza to school college students looks as if a noble pursuit, not everyone seems to be pleased—or stunned.
“500 million folks performed Pokémon Go; scanned each avenue, constructing, and nook on earth; thought they have been catching Pikachu. Niantic was constructing a 30 billion picture AI map of the world now powering supply robots that don’t want GPS,” a person shared to X. “You have been the product the entire time.”
On the identical time, many customers declare to have seen it coming.
“Anybody who thought the AR activity was there for something apart from accumulating real-world knowledge is oblivious to the true world. I absolutely anticipated it,” one user shared on Reddit.
Another added: “No shit, did you suppose we have been scanning pokestops for shits and giggles?”
And others are taking the information with humor.
“Have you ever seen a few of these poor bots making an attempt to navigate,” one Redditor says. “We didn’t do a great job.”
This story has been up to date with Niantic’s response to our inquiry.

