Machine Learning Algorithms & Natural Language Processing

Mar 6, 2026 · Artificial Intelligence

Why Learning from Context Is Harder Than We Thought

The talk examines why large language models, despite impressive performance on knowledge‑based tasks, struggle dramatically when required to learn new information from the immediate input context, analyzes systematic biases behind this limitation, and explores rubric‑based synthesis as a potential remedy.