Physical AI's Biggest Problem Isn't Hardware — It's Software. A New Report Explains Why.

A global survey of 1,000 robotics developers by QNX Research finds that 27% cite software architecture as their biggest performance bottleneck, compared to just 16% who point to hardware. As robots move into dynamic real-world environments, software foundations are becoming the decisive factor.