GM Everyone 🤍 Robots don’t only need better AI. They need better information about what’s happening around them right now. A dataset can be massive and still become useless when the real world changes faster than it gets updated. That’s why @vangrid_io caught my attention. Instead of treating physical-world data as something you collect once, Vangrid is building around a continuous supply of fresh, privacy aware data with verifiable provenance. And the demand driven part is interesting. If robots and AI systems need information about a specific environment, why waste resources collecting everything everywhere? Focus the data where it actually matters. Fresh ground truth could become just as important as better models in making physical AI work at scale.