Preregistered Belief Revision Contracts
cs.AI, cs.CL, cs.LO, cs.MA
Submitted: 2026-04-16
Updated: 2026-09-23
Code: https://github.com/alqithami/PBRC
Terminology
Sources
- Self-RAG: Learning to Retrieve, Generate, and Critique through Self-Reflection
- Emergent social conventions and collective bias in LLM populations
- Conformity and Social Impact on AI Agents
- Conformity Dynamics in LLM Multi-Agent Systems: The Roles of Topology and Self-Social Weighting
- MetaGPT: Meta Programming for A Multi-Agent Collaborative Framework
- Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks
- CAMEL: Communicative Agents for "Mind" Exploration of Large Language Model Society
- Encouraging Divergent Thinking in Large Language Models through Multi-Agent Debate
- Self-Refine: Iterative Refinement with Self-Feedback
- SelfCheckGPT: Zero-Resource Black-Box Hallucination Detection for Generative Large Language Models
- Teaching language models to support answers with verified quotes
- WebGPT: Browser-assisted question-answering with human feedback
- Toolformer: Language Models Can Teach Themselves to Use Tools
- Reflexion: Language Agents with Verbal Reinforcement Learning
- LLMs Can't Handle Peer Pressure: Crumbling under Multi-Agent Social Interactions
- Do as We Do, Not as You Think: the Conformity of Large Language Models
- AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation
- ReAct: Synergizing Reasoning and Acting in Language Models
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