The future of physical AI isn’t humanoid; it’s task-specific and cost-efficient

Specialized AI-powered machines designed for specific construction tasks will be more practical and cost-effective than humanoid robots for job sites. These task-specific systems will run AI locally on-device, enabling faster, more efficient real-world performance without relying on cloud connectivity.

The vice president of physical AI at Hailo explains why the next wave of AI will run locally on specialized machines designed for real-world tasks. The post The future of physical AI isn’t humanoid; it’s task-specific and cost-efficient appeared first on The Robot Report .

This story was originally published by Robotics Business Review.