Never before in my life had I seen so many smart people working on the same goal: making LLMs better. After talking to many people working in both industry and academia, I noticed the 10 major research directions that emerged. The first two directions, hallucinations and context learning, are probably the most talked about today. I���m the most excited about numbers 3 (multimodality), 5 (new architecture), and 6 (GPU alternatives).

Open challenges in LLM research

1. Reduce and measure halluc...