When AI enters the game: Cooperation and predictability in repeated interactions

Abstract

Algorithms do not inherently promote collusion or increase competition. Human cooperation declines when strategic counterparts are algorithms. Human behavior becomes more predictable and aligned with equilibrium selection theory when interacting with algorithms. Social preferences weaken in human-machine interaction, especially without a human beneficiary. Policy should focus on market conditions, not just algorithmic presence.