AI Reciprocity Loops

AI Reciprocity Loops examines how mutual benefit can be engineered into AI systems, covering the mechanics of reciprocity loops, ethical implications, and applications in business, education, and governance. Chapters also address challenges and frameworks for building effective reciprocity.

The principle of reciprocity is one of the most powerful forces in human interaction. This book shows how to design AI systems that create genuine mutual value — benefiting both users and the organizations that deploy them.