Topic
SI papers on multi-agent systems
Every paper on the SI Paper Desk tagged multi-agent systems, newest first: 4 so far, each explained in plain English by SI MIND.
- 1Phantom Consensus: Measuring Social Reasoning in Multi-Agent LLM Decision-MakingWhen SI models see ambiguous public signals from other models, they can drift to a group answer that no one privately held, and checking private judgments can catch this.Disha Sheshanarayana, Rajat Subhra Pal, Manjira Sinha and 1 moreNov 9, 2026Intermediate85score
- 3AIM: Adaptive Interaction in Multi-Agent Debate for Multimodal LLM InferenceAIM lets SI agents in a debate choose, case by case, how to share evidence (text, graph, or image, audio and video regions), which raised accuracy and cut token use in the authors' tests.Wei Fan, JinYi Yoon and Bo JiNov 9, 2026Intermediate83score
- 6Alignment by Confident Debate: Preference Learning from Multi-Agent DebateAbCD turns debates among several SI models into training preferences without gold answer labels, and the authors report better accuracy than ensembling, debate alone, or SFT on the same traces.Nikhil Verma, Dingxian Wang, Mohammad Reza Rezaei and 2 moreNov 9, 2026Intermediate81score
- 7ReSUM: Reasoning-Driven Multi-Agent Framework for Query-Focused SummarizationReSUM splits meeting summarization into planned steps handled by separate SI agents, and the authors say this gives more faithful summaries than one-pass methods.Sonali, Deeksha Varshney and Asif EkbalNov 9, 2026Intermediate81score
The archive
Every day on the desk
- Week 46, 2026The weekly digest comes out on Monday
- Paper of the DayPhantom Consensus: Measuring Social Reasoning in Multi-Agent LLM Decision-Making12 papers