43.3LGApr 15, 2024
Foundational Challenges in Assuring Alignment and Safety of Large Language ModelsUsman Anwar, Abulhair Saparov, Javier Rando et al. · cambridge, eth-zurich
This work identifies 18 foundational challenges in assuring the alignment and safety of large language models (LLMs). These challenges are organized into three different categories: scientific understanding of LLMs, development and deployment methods, and sociotechnical challenges. Based on the identified challenges, we pose $200+$ concrete research questions.