aTi: A Framework for Quantifying Cultural Emergence for Responsible AI Systems

Summary

The authors propose aTi, a framework for studying and quantifying how culture emerges in AI systems. It is built on four components (values, behavioral patterns, decision algorithms, and experiences) that serve as activation points for cultural emergence. The framework sorts AI systems into first-order and second-order artificial culture categories, and the authors illustrate its use through case studies.