How to Design a Trustable Cultural Algorithm Using Common Value Auctions.

One of the major challenges facing Artificial Intelligence in the future is the design of trustworthy algorithms. In this paper four basic features of trustworthy algorithms are presented. A Cultural Algorithm based upon Common Value Auctions is presented. It is demonstrated that this framework is able to support each of these fundamental principles. The basic principles are: fairness, explainabil...