Foundations: Games, Rationality, and Traps In organizations, strategies and execution are interdependent. Outcomes depend not just on what you do, but on what others do, and what they expect you to do. Game theory begins where individual optimization ends. While formal solutions rarely exist for real-world situations, the framework is useful for pattern recognition at…

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Game theory provides a framework for understanding organizational dynamics where outcomes depend on interdependent decisions. Many workplace failures stem from locally rational choices within poorly designed incentive systems—promotions favoring visibility over impact, firing policies encouraging sabotage, or metrics that cease being useful once targeted (Goodhart's Law). Key patterns include the Prisoner's Dilemma in team collaboration, zero-sum promotion dynamics, and the stag hunt between firefighting and prevention. Solutions involve designing systems where consequences are unavoidable, separating advocacy from evaluation (like in hiring), and ensuring skin in the game. Data teams face unique challenges balancing independence with relevance, needing dual alignment under strong leadership with both technical credibility and business influence. The most valuable skill is recognizing zero-sum games and restructuring them into positive-sum opportunities through clear rules, consistent enforcement, and tying rewards directly to measurable impact.

Game Theory Patterns at Work

Foundations: Games, Rationality, and Traps

Why Organizations Struggle: Local Rationality