Large language models (LLMs) have made remarkable progress in recent years. But understanding how they work remains a challenge and scientists at artificial intelligence labs are trying to peer into ...

In the rapidly evolving world of artificial intelligence, language models stand as pillars of innovation, learning from vast datasets to understand and generate human-like text. These models, however, ...

The information bottleneck (IB) principle is a powerful information‐theoretic framework that seeks to compress data representations while preserving the information most pertinent to a given task.