CARLI Bimanual by CAIOS is a context-aware Physical AI system that turns natural-language care requests into coordinated actions using dual SO-101 robotic arms in MuJoCo. We combine multimodal perception, task context, bimanual planning, action verification, and OpenVINO inference to demonstrate safe real-world pet-care tasks. Looking for teammates in robotics, VLA/multimodal AI, MuJoCo, perception, and OpenVINO.