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AMI Labs builds world-model-based AI that understands the real world, developing safe and controllable intelligent systems for industry, robotics, healthcare, and beyond. AMI's "world models" are based on analyzing videos, 3D environments, and spatial data. École polytechnique These world models learn abstract representations of real-world sensor data, ignoring unpredictable details, and make predictions in representation space. Action-conditioned world models allow AI systems to predict the consequences of their actions and plan sequences to accomplish tasks.