Philosophical Issues in AI

(3 Credit Hours) · Undergraduate

This course introduces some epistemological and ethical issues broadly related to artificial intelligence and machine learning. The course begins with an introduction to the historical development and the technical basis of some contemporary AI technology. Topics may include: basics of linear algebra; machine learning; neural network; examples of contemporary AI systems. The second part of the course discusses some epistemological issues related to AI. Topics may include: the problem of induction, AI assisted scientific research; transparency and interpretability. The final part of the course discusses the interaction between AI and the human society. Topics may include: the meaningfulness of various human activities when AI's ability on them supersedes human; algorithmic fairness; predictive policing; digital labor.