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You Worked for Free for Niantic: Pokémon GO Players Trained AI for Robots

The augmented reality app collected 30 billion street images to guide robots.

Eduardo CasanovaEduardo Casanova· 2 min read 0 comments
Pokémon
Pokémon© Niantic, Inc. / The Pokémon Company

Giving away topographical data to multinational corporations is the standard price for capturing electric mice on public streets. This Tuesday, March 17, 2026, tech reports confirmed that the popular augmented reality video game developed by Niantic, Pokémon GO, served as a mass surveillance tool to train artificial intelligence. Millions of users accidentally built one of the largest real-world image archives in history to guide commercial robots.

30 Billion Free Photographs

The collection mechanic was a simple digital bribe. The app offered virtual rewards to players who agreed to scan parks, monuments, and streets using their smartphone cameras. This harmless side quest generated a monstrous database. The company accumulated more than 30 billion pedestrian-level images. All of this visual material built the core of a Large Geospatial Model, a technology capable of understanding the physics and depth of the real world through photographs.

Delivery Robots with a Trainer's Soul

The company's independent tech division, formally christened in 2025 as Niantic Spatial, has already begun profiting from this global map. The team recently closed a strategic alliance with manufacturer Coco Robotics. Their suitcase-shaped delivery robots now use the developer's Visual Positioning System to navigate sidewalks. The machines' cameras compare their surroundings in real-time with photos previously taken by users, completely overcoming the traditional limitations of GPS signals in dense cities.

The Business of Pedestrian Surveillance

Company executives defended this business model, clarifying that the photographs come exclusively from optional scans and not from daily gameplay. However, the level of street detail captured by gamers on foot far exceeds the cameras mounted on satellite mapping vehicles. The company plans to expand this technology to guide future physical devices and advanced mixed reality applications using this cartographic archive.

Considering the amount of exact geographical information you gave the company for free in exchange for a couple of virtual potions, will you continue scanning your neighborhood to complete the app's daily missions?

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