Institutional reflexivity is slower than individual reflexivity by structural necessity. Institutions must coordinate revision across multiple stakeholders with different perspectives, different interests, and different levels of exposure to new information. A corporate AI policy must satisfy engineers, managers, legal departments, human resources, customers, regulators, and shareholders — each with different priorities.