Group Dynamics & AI-Assisted Decisions

When teams make decisions together, social dynamics already complicate things - groupthink, deference to authority, reluctance to dissent. Adding AI to the mix introduces new complications. An AI recommendation can function as an authority figure that nobody feels comfortable challenging, especially if the team lacks the technical knowledge to evaluate it. If a senior leader and an AI system agree, disagreeing with both simultaneously requires unusual confidence. Conversely, AI can sometimes serve as a useful "neutral party" that gives people permission to raise concerns they'd otherwise keep quiet - "the model is flagging a risk here" is easier to say than "I think you're wrong." The impact of AI on group decisions depends heavily on how it's introduced. If AI recommendations are shared before discussion, they anchor the entire conversation. If people form their own views first and then consult the AI, it's more likely to genuinely inform rather than dominate. Teams that use AI well tend to have explicit norms about when and how AI inputs enter the discussion, rather than letting AI outputs silently shape the agenda.