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References (11)

[1]
Debating with More Persuasive LLMs Leads to More Truthful Answers
2024Akbir Khan, John Hughes et al.
[2]
Encouraging Divergent Thinking in Large Language Models through Multi-Agent Debate
2023Tian Liang, Zhiwei He et al.
[3]
Improving Factuality and Reasoning in Language Models through Multiagent Debate
2023Yilun Du, Shuang Li et al.
[4]
Evaluating large language models in theory of mind tasks
2023Michal Kosinski
[5]
Aligned with Whom? Direct and social goals for AI systems
2022Anton Korinek, Avital Balwit
[6]
On the Dangers of Stochastic Parrots: Can Language Models Be Too Big? 🦜
2021Emily M. Bender, Timnit Gebru et al.
[7]
Open Problems in Cooperative AI
2020A. Dafoe, Edward Hughes et al.
[8]
Artificial Intelligence, Values, and Alignment
2020Iason Gabriel
[9]
Deep Reinforcement Learning from Human Preferences
2017P. Christiano, Jan Leike et al.
[10]
Building Peace: Sustainable Reconciliation in Divided Societies
1998J. P. Lederach
[11]
Governing the Commons: The Evolution of Institutions for Collective Action
1993G. Brady

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