4 physical AI predictions for 2026 — and beyond, from UR

Physical AI such as this force- and power-limited arm will get smarter thanks to math and collaboration, says a UR VP. Source: Universal Robots

The robotics industry is evolving faster than ever, and the signals of what’s next are already visible. As someone focused on shaping the future of automation, I see four trends that will redefine how physical AI creates value.

From smarter math and cooperative behaviors to industry-specific AI and a new data economy, here’s what I predict will matter most in the years ahead.