The Pokémon GO Deception: Your Reward Scans Trained a Delivery AI

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If you thought that going for a walk at 3 p.m. under a hellish sun to catch a hat-wearing Pikachu was just an innocent pastime to get out of your cave, congratulations: you just found out you were unpaid labor for a tech megacorporation. It turns out that millions of Pokémon GO players helped, unaware of the magnitude of the project, to create the largest database of real-world images in history to train Artificial Intelligence.




The biggest deception of virtual "farming"


Let's remember. A few years ago, Niantic implemented an "optional" feature that asked you to scan with your phone's camera stops, statues, parks, and buildings in exchange for a few in-game rewards. Always thirsty for Pokéballs and raid passes, players blindly obeyed and recorded their surroundings from all angles, in any weather, at all hours of the day.


The result of this army of free cameramen? Niantic amassed the monstrous and intimidating amount of more than 30 billion street-level images. With this treasure trove in its hands, the company created what they call a "Large Geospatial Model" (basically, the equivalent of a ChatGPT-like language model, but designed to understand exact physical spaces with a margin of error of just a few centimeters).




From catching Pokémon to guiding delivery robots


The company's master plan was fully revealed when its Niantic Spatial division (which became independent in 2025 to focus on squeezing this AI) announced its recent alliance with Coco Robotics. The latter is a company that manufactures those small robots the size of a suitcase that deliver food at home on the sidewalks of several cities.


Because GPS signals often fail miserably between tall buildings, these robots now use their cameras to compare what they see in real time with the gigantic database of images you helped them build while trying to capture a Snorlax. It's absolute corporate genius: they managed to get humans to map every last alley on the planet on foot (something Google Street View cars can't do) by paying them exclusively with pixels.


Knowing that your obsession with farming rewards helped create one of the most advanced navigational artificial intelligences on the planet, do you feel like Niantic owes you a royalty check, or do you settle for the three Ultimate Potions they gave you in return for your hard work in the field?

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