AI Agents and Chain of Debate: Building Intelligent Multi-Agent Systems with Microsoft AI Foundry

About this episode

Text from the YouTube description.

In this episode of AI Espresso, Michał Furmankiewicz and Estera Kot explore the emerging world of AI agents - autonomous systems powered by large language models that collaborate to solve complex business problems. Discover how multi-agent architectures, the “chain of debate” concept, and tools like Microsoft AI Foundry enable enterprises to design, deploy, and monitor intelligent solutions at scale.
The discussion covers real-world use cases such as energy trading systems and healthcare diagnostics, emphasizing data-driven decision-making, model orchestration, and human-in-the-loop confidence frameworks.

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