Open Problems

Major unsolved challenges in LLM research and development.

Overview

Key questions and challenges that remain open in the field.

Key Areas

Model Evaluation

• Model evaluation on large scale datasets

Alignment

• Value alignment techniques
• Safety and control

Scaling Laws

• Data efficiency limits

Robustness

• Out-of-distribution generalization