Rewriting the Robotics Playbook

• From promise to playbook: McKinsey highlights an important shift in robotics: moving from visionary prototypes to scalable, real-world performance. The question is no longer if general-purpose robotics can exist, but how to make them safe, reliable, and economically viable.

• Embodied intelligence as the next frontier: The report defines “general-purpose robotics” and “embodied AI” as the merging of perception, decision-making, and physical action. It’s about teaching machines to operate in the real world rather than follow prewritten scripts.

• Bridging simulation and reality: Among the core challenges are translating learned behaviors from simulation to the messy conditions of real factories, and solving energy constraints that limit run time. These are precisely the bottlenecks AI-native robotics must overcome to reach commercial scale.

Source: "Rewriting the robotics playbook: From promise to performance"