incentives

Data Hoarding Is Incentive-Optimal
Data is rarely deleted. It persists in warehouses, backups, and replicated environments long after its purpose has faded. Teams hesitate to remove it—what if it’s needed later, what if deletion breaks something, what if it becomes valuable again. The safer...
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Designing for Governance Is a Game You’re Already Playing
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Governance is often treated as a structure applied after the fact—policies written, controls implemented, approvals enforced, and compliance measured against defined procedures. The underlying assumption is that once rules exist, behavior will naturally align to them. Yet the same patterns...
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Incentive Design in a World Without Perfect Information
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The incentives are clear, the expectations are defined, and the governance structure appears aligned. Teams are told what matters, how performance will be measured, and which outcomes are expected. Dashboards track progress, metrics are reviewed regularly, and accountability mechanisms are...
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