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Real-world robots get a serious upgrade with HY-Embodied-0.5, a VLM family that rivals Gemini 3.0 Pro in embodied reasoning while also offering a deployable 2B parameter version.
Achieve SOTA in long-horizon spatial understanding by training a model to streamingly maintain and update spatial evidence from video via test-time adaptation of fast weights.
