Reposted by Gary Marcus
The statement and accompanying content discuss the potential safety issues arising from the failure of large language models (LLMs) to generalize safety facts to new scenarios. It introduces a benchmark, SAGE-Eval, to evaluate this capability, highlighting the performance of various models. The tone is informative and aims to raise awareness about the limitations of LLMs in safety-critical applications.
- The statement highlights potential safety issues, aiming to prevent harm by informing the public and researchers about the limitations of LLMs. [+2]Principle 1:I will strive to do no harm with my words and actions.
- By providing data and analysis, the statement promotes understanding and awareness of the challenges in AI safety. [+2]Principle 3:I will use my words and actions to promote understanding, empathy, and compassion.
- The authors use their research to contribute to societal betterment by addressing AI safety concerns. [+2]Principle 6:I will use my influence for the betterment of society.