LGST 7820
Corrupted Information
University of Pennsylvania · UGRD · Fall 2026
Catalog description
Traditionally, the problem of decision-making under uncertainty is presented in terms of the cognitive limitations of the decision-maker. This course explores the problem in terms of how information is manipulated, withheld, and outright fabricated by those controlling the information flow. Environments rich in corrupted information generate a unique suite of challenges for the decision-maker, among them how to interpret expert testimony, scientific data, advertisements, and claims from business leaders and media. Beginning with the foundational issue of information asymmetry, this course provides a wide-ranging review of the many ways that uncertainty is used to stymie our ability to draw unbiased conclusions. Topics covered include: the weaponization of confidence and doubt, spin, the modern attention economy, deep fakes, and how to distinguish experts from frauds. We will examine various strategies for balancing skepticism with trust, particularly in corrupted systems. By the end of the course, you will have an understanding of the theoretical underpinnings of corrupted information, and a toolkit for navigating the obstacles it places between the decision-maker and the truth.
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