Foundational Challenges in Assuring Alignment and Safety of Large Language Models

Understand

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.