LGST 2420
Big Data, Big Responsibilities: Toward Accountable Artificial Intelligence
University of Pennsylvania · UGRD · Fall 2026
Catalog description
Artificial intelligence, and related forms of algorithmic decision-making and analytics, are already beginning to transform business, and beyond. With the immense power of these tools, however, comes tremendous responsibility. Problems of accuracy, liability, transparency, bias and discrimination, data protection, job displacement, manipulation, misinformation, and intellectual property violations are already prominent. Major government actors around the world are rapidly adopting new legislation and other obligations. This course identifies the major issues of AI accountability that organizations must consider, as well as the operational, legal compliance, ethical, and technical steps they can take to address them.
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