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I keep watching robotics labs train billion-dollar models on synthetic simulations, hoping they survive the real world. The moment a humanoid hits an unmapped curb or an altered doorway, that illusion breaks immediately. Fei-Fei Li has repeatedly stressed how alarming the scarcity of real-world robotics data is compared to the vast oceans of text we used for LLMs. I view @vangrid_io as the protocol finally tackling this physical data drought at the source. Instead of deploying slow, centralized survey teams, they coordinate everyday smartphone users to capture on-demand 3D spatial points. Machines cannot safely operate in an environment they have never measured with their own eyes.

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