Technology
Embodied intelligence is a complete system.
Humanoid capability emerges from the interaction of physical design, sensing, reasoning, movement, controls, infrastructure, and real-world operating experience.
Physical Platform
Hardware defines the boundaries of possible behavior.
The physical platform includes structure, joints, actuation, sensing, power, thermal management, communication, protective design, maintenance access, and the mechanical limits that shape movement and handling.
Physical Considerations
What must be engineered as one system.
Balance and stability
Coordinated posture and dynamic response across expected movement and contact.
Reach and workspace
Physical geometry that supports the intended range of interaction with typical objects and spaces.
Force and speed management
Bounded actuation appropriate to task, environment, and proximity to people.
Power and thermal behavior
Sustained operation, safe recovery, and predictable behavior across operating conditions.
Durability and serviceability
Design for repair, replacement, and long-term operation, not only initial demonstration.
Physical interruption mechanisms
Understandable and reliable ways to pause, stop, or restrict operation.
Perception
Understanding a changing environment.
Perception combines multiple sources of information to identify relevant space, movement, objects, surfaces, boundaries, and changes in the environment.
Perception is probabilistic. Responsible design must account for uncertainty, incomplete information, environmental interference, and situations that require reduced activity or human intervention.
Planning and Reasoning
Turning intent into bounded action.
Planning systems organize approved goals into steps while considering environmental context, available capability, permissions, safety constraints, and supervision requirements.
Reasoning quality should be evaluated alongside consistency, explainability, interruption, and the ability to decline unsupported actions.
Movement and Handling
Physical intelligence requires controlled execution.
Movement must account for balance, contact, object properties, available space, nearby people, force limits, trajectory changes, and recovery from unexpected conditions.
Controlled speed
Motion scaled to environment, task, and proximity to people or fragile objects.
Force-aware contact
Handling that responds to the properties of what is being touched, held, or moved.
Stable handling
Reliable manipulation across common object shapes, weights, and grip conditions.
Safe fallback behavior
Predictable response when conditions exceed operating limits or expected uncertainty.
Customer and Operator Control
Control should remain visible and understandable.
A capable physical system should not become an opaque system. Permissions, current activity, status, interruption, supervision requirements, and relevant connected behavior should be understandable to the people responsible for its use.
Infrastructure
The robot is only one part of the operating system.
Reliable operation also depends on identity, secure access, software delivery, configuration, monitoring, support, documentation, issue handling, and lifecycle management.
Evaluation
Evaluation must extend beyond successful demonstrations.
Meaningful evaluation covers repeated execution, environmental variation, failure detection, recovery behavior, human interruption, privacy behavior, connected-service continuity, and documentation accuracy.
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Repeated execution
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Environmental variation
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Failure detection
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Recovery behavior
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Human interruption
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Privacy behavior
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Connected-service continuity
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Documentation accuracy