Foundational Challenges in Assuring Alignment and Safety of Large Language Models
Abstract: 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.
Submission Length: Long submission (more than 12 pages of main content)
Assigned Action Editor: ~Greg_Durrett1
Submission Number: 2632
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