Large Language Models and Cognitive Science

4 credits

This course will approach the topic of large language models (LLMs) from a cognitive science perspective. Topics covered include the history of AI and cognitive science; basic mechanics of LLMs; the emerging field of “LLM-ology”; philosophy of mind; how LLMs can help inform research on human cognition; the role of sensorimotor grounding in cognition and the development of multimodal LLMs; and the impacts of LLMs on human culture and society more broadly. Recommended preparation: basic programming experience, some exposure to topics in machine learning, and introductory concepts in language. Prerequisites: COGS 14A and COGS 14B or MATH 11 or PSYC 60.