Multi-Agent LLM Research: 2026 Paper Roundup (arXiv)

Active research areas this month include multi-agent coordination with conformal prediction (CommCP), autonomous agentic pipelines for scientific computing (AutoNumerics), and multi-agent negotiation systems (AgenticPay). A curated 2026 arXiv reading list covering agent memory, RAG, evaluation/observability, and security is maintained on GitHub.

---

Sources: VoltAgent – Awesome AI Agent Papers · arXiv cs.AI June 2026