The Human Burden in AI Collaboration

The Human Burden in AI Collaboration

The Human Burden in AI Collaboration AI capabilities are improving rapidly, but the coordination burden required to use those capabilities effectively remains largely human—and may increase in complex, longhorizon workflows. This paper analyzes how five...
America’s Innovation Edge

America’s Innovation Edge

Robert G. EcclesauthorFollow SustainabilityTenured Harvard Business School professor, now at Oxford University. My book “An American’s Guide to Climate Change: How America Can Lead and Prosper” has been published. Here is the book trailer. I have written this book for...
The Human Burden in AI Collaboration

A Note on Path Congruence in Non-Deterministic Systems

A Note on Path Congruence in Non-Deterministic Systems We consider non-deterministic systems in which multiple transformation paths may connect the same pair of states. We isolate a structural configuration in which an equivalence relation on such paths is generated...