Robotics is experiencing a capability jump, but deployment constraints differ from software.
Why now
Perception improvements, cheaper data, and reliable on-device inference are converging.
Why foundation models are finally making robots adaptable.
Foundation models plus better simulation are turning brittle automation into adaptable systems — but safety certification remains the bottleneck.
Robotics is experiencing a capability jump, but deployment constraints differ from software.
Perception improvements, cheaper data, and reliable on-device inference are converging.