Discover AI
Evaluating World Models in Generative AI - A Critique of AI Intelligence Assessment
Explore groundbreaking research from top universities challenging AI evaluation methods, revealing limitations in language models' structural understanding and proposing new assessment frameworks.
YouTube30 minutesSelf-pacedFree video
Simons Institute
Scalably Understanding AI with AI - Using AI Systems for Model Behavior Analysis
Explore advanced techniques for analyzing AI systems, from behavior elicitation to neuron description, focusing on using AI tools to understand and improve AI model behaviors and representations.
YouTube46 minutesSelf-pacedFree video
Simons Institute
Transfer Learning for Weak-to-Strong Generalization in Language Model Alignment
Explore how to effectively transfer latent knowledge from weak to strong language models, focusing on alignment techniques and practical applications in LLM development.
YouTube42 minutesSelf-pacedFree video
Institute for Pure & Applied Mathematics (IPAM)
An Enriched Category Theory of Language
Explore how enriched category theory provides a mathematical framework for analyzing language structure and semantics, with applications to large language models and linguistic expressions.
YouTube51 minutesSelf-pacedFree video