NSF-BSF: RI: Small: Beyond Binary Variables: Defining, Locating, and Editing Multi-dimensional Features in Large Language Models

This project expands our understanding of what modern artificial intelligence (AI) systems know, and our ability to precisely control them. Large language models (LLMs), a type of AI, have proven useful on a wide variety of tasks, yet their internal decision-making processes remain largely a mystery. Public understanding of these systems is often…