📝 TL;DR Years of Pokémon Go and Ingress players scanning streets, parks, and landmarks have quietly helped build a huge 3D map of the world that is now being used to guide delivery robots. The same tech that helped you find a PokéStop is now helping robots find the right curb, building entrance, and pizza drop-off spot. 🧠 Overview This is one of those stories that sounds like a joke until you realize it makes perfect sense. Niantic’s games got millions of people to point their phones at the real world, capturing billions of ground-level images and location signals that no satellite map could easily collect. Now that spatial data is being repurposed for robotics. Niantic Spatial is using it to help Coco Robotics improve navigation for delivery bots, especially in dense city areas where GPS alone is too sloppy for precise drop-offs. 📜 The Announcement The big reveal is that the crowdsourced mapping behind Niantic’s AR games has become a practical infrastructure layer for the real world. Niantic Spatial says its visual positioning system has been trained on more than 30 billion ground-level images and scans collected over the years through products like Pokémon Go and Ingress. That system is now being used in partnership with Coco Robotics, a delivery robot company, to help its robots navigate urban routes with much finer accuracy. Instead of just knowing the general block, the robots can get much closer to understanding the exact curb, storefront, or entrance they need. ⚙️ How It Works • Ground level world map - Players scanning PokéStops and landmarks created a rich street-level dataset that captures buildings, signs, benches, paths, and other real-world details. • Visual positioning system - Instead of relying only on GPS, robots compare what their cameras see to this mapped world so they can localize themselves much more precisely. • Better last meter navigation - The hardest part of delivery is often not the route, it is the final approach, finding the correct side of the street, entrance, or drop-off location.

I started with ChatGPT long before the bootcamp but now it seems that in their effort to not be as user friendly with answers like "your awesome, you're so smart, etc" it is giving me answers that are preachy, with presumptive psychoanalysis and quite frankly sound like a patronizing narcissist. Anyone else notice this?