Multi-agent reasoning systems, interaction topology, system stability and divergence control, interpretability, knowledge graph formation, and AI safety.
Interested in how structured interaction dynamics influence reasoning quality, failure modes, and emergent behavior in both single-agent and multi-agent systems.