Why it matters
AI Engineer session on Multi Agent AI and Network Knowledge Graphs for Change, presented by Ola Mabadeje, Cisco. It adds practical context for how teams are building and operating AI systems in production.
My takeaway: Useful for agent design because it shows how orchestration, tool use, and system boundaries affect reliability and production behavior.