The era of cherry-picked, pristine demo data is officially over. We are flooding the zone with high-entropy, real-world chaos to break the models and force them to actually learn. If your policy isn't failing, it isn't generalizing. The jump from lab simulations to messy, unscripted environments is where the real war is won. We’re scaling the data engine to handle the noise. Fast.
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