From Word Prediction to Complex Skills: Compositional Thinking and Metacognition in Large Language Models - Keynote

Explore a keynote lecture from Princeton University's Sanjeev Arora at KDD 2024, delving into the evolution of language models from simple word prediction to complex skill acquisition. Examine the roles of compositional thinking and metacognition in Large Language Models (LLMs). Gain insights from Arora, a distinguished computer scientist and director of Princeton Language and Intelligence, as he shares his expertise in developing mathematical and conceptual understanding of modern AI models. Learn about the progression of AI capabilities and the potential implications for future developments in the field.