Safe Physical AI goes beyond conventional collision avoidance. Autonomous systems must not only detect people, infrastructure and hazardous tools, but also understand the physical state of the complete scene. Forces, stability, tension, terrain, loads and environmental conditions can determine whether an apparently safe action becomes dangerous. Safety therefore requires the ability to anticipate physical consequences, monitor whether reality develops as expected, and adapt the robot’s behavior when uncertainty or unexpected dynamics arise.
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