Kosmo3D ReconstructionSpatial IntelligenceDigital AssetsEmbodied AIWorld Action ModelAffordanceRobot TrainingMultimodal Learning
Robotics Training
2 related stories

Hesai Launches AI Camera Kosmo to Monetize the Real World as Data
Hesai launched the Kosmo One handheld scanner and Kosmo World platform, enabling robot companies like Sharpa to build high-fidelity simulation environments from real-world scans. The move signals a shift from selling sensors to providing 3D data assets and cloud processing services.

Five Universities and Knowin AI Release AffordanceWAM to Bridge Human Video and Robot Training via Affordance Prediction
A joint team from five universities and Knowin AI introduces AffordanceWAM, a world-action model that uses explicit affordance prediction to align human video data with robot training, resolving long-standing semantic mismatches in embodied AI.