Testing AI Responsibly

Shingai emphasizes the importance of a robust testing suite for AI systems, highlighting that many providers lack such frameworks. He discusses the evolution of their open-source council framework into council analytics, which supports the development of multi-agent systems. With a growing interest in agentic futures, he expresses excitement about the potential of these systems to redefine AI protocols and governance.