  This paper motivates and develops a framework for understanding how the
socio-technical systems surrounding AI development interact with social
welfare. It introduces the concept of ``signaling'' from evolutionary game
theory and demonstrates how it can enhance existing theory and practice
surrounding the evaluation and governance of AI systems.
