A topics course on responsible AI: fairness in algorithmic learning and decision-making, transparency and interpretability (including LLM reasoning and mechanistic interpretability), safety and security (adversarial robustness, AI alignment), and privacy in machine learning.

Level

intermediate

Department

CS

Credits

4

Prerequisites

CS 237/DS 122; CS 330/DS 320; CS 365/DS 340