Niantic, the developer of the hugely popular augmented reality game Pokémon Go, has disclosed that data contributed by its players is being leveraged to train artificial intelligence (AI) systems for use in US military drones and autonomous robots. The admission has sparked considerable debate regarding user privacy and the ethics of data collection in consumer applications.
Pokémon Go, launched in 2016, rapidly gained global popularity by encouraging players to explore their physical surroundings to 'catch' virtual creatures. A key development in its data collection strategy came in 2020 with the introduction of AR mapping tasks. These tasks incentivised players to scan real-world buildings and environments using their mobile phone cameras in exchange for in-game rewards.
According to Niantic's dedicated Spatial website, the rationale behind this extensive data gathering is to provide 'world models grounded in physics and geometry' for 'robots, agents, and autonomous systems'. The company's 'Visual Positioning System' reportedly processes over 30 billion captured images, transforming mobile phone scans and other aerial and ground captures into a precise positioning and orientation sensor. This system aims to provide accurate localisation capabilities in almost any location.
Reports suggest that this camera-based navigation model is destined for integration into US military drones and other robotic systems. Dronexl, an industry observer, detailed the pipeline, explaining how player-scanned physical world data is converted by Niantic Spatial into 3D maps. These maps enable machines to locate themselves visually, particularly crucial in scenarios where traditional satellite signals, such as GPS, may be unavailable or compromised. The company announced a partnership with Vantor, a defence and intelligence firm, to fuse this ground-level system with Vantor’s aerial navigation software for use in 'GPS-denied operations' by December 2025.
The revelation has elicited strong reactions from the gaming community, with many players expressing unease and a sense of betrayal. Comments on online forums like Reddit highlight the discomfort, with one user stating they uninstalled the app upon realising the implications of the scanning tasks. Another user described the strategy as 'scary genius', noting how rare Pokémon could be strategically placed to encourage scans of specific, potentially overlooked, areas. Concerns were further amplified by a user who mentioned their boss played the game on a military base, underscoring the potential for sensitive location data to be inadvertently collected.