A brain-inspired agentic architecture to improve planning with LLMs

Inspired by human collective cognition and neuroscience, we conducted two studies showing that a) multi-LLM architectures with mixed communication connectivity lead to better collaborative innovation (Artificial Life 2024), and b) brain-inspired multi-LLM architectures improve multi-step reasoning and planning and substantially reduce hallucination (Nature Communications 2025). This session aired on December 9, 2025, at Microsoft Research Forum, Season 2 Episode 2. Register for the series to learn about future episodes: https://aka.ms/registerresearchforumYTs2e2 Continue watching this episode: https://aka.ms/researchforumYTs2e2 Explore all previous episodes: https://aka.ms/researchforumYTplaylist