Tag: multi-agent systems

Explore how systems thinking and causal flow diagrams can guide architects in engineering scalable and responsible multi-agent systems, mitigating unintended consequences and structural risks inherent in autonomous, learning agents.

Former Google and Spotify executives have launched Epiminds, a startup poised to transform the marketing landscape with its advanced multi-agent AI systems. The company has secured $6.6 million in seed funding to develop AI-driven marketing managers capable of running campaigns end-to-end, addressing critical inefficiencies faced by modern agencies.

Researchers have developed a novel information-theory framework to discern genuine teamwork in multi-agent AI systems. This framework moves beyond superficial coordination to identify synergistic capabilities that emerge only through collaboration, offering developers a crucial tool for building more effective AI teams.

Microsoft unveils the Agent Framework, an open-source SDK and runtime that merges Semantic Kernel and AutoGen, simplifying the creation, orchestration, and governance of multi-agent AI systems. It emphasizes open standards like MCP and A2A, offering a unified path from local development to enterprise deployment on Azure AI Foundry.