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Microsoft’s AI Market Test Reveals Agent Weaknesses

November 5, 2025
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Microsoft, working with Arizona State College, has constructed a digital testing platform to discover how synthetic intelligence (AI) brokers behave in numerous situations.

This managed surroundings, known as the “Magentic Market”, helps researchers observe how these programs make choices and work together with one another.

The platform simulates a digital market. In a single typical setup, a digital buyer tries to put a meals order by following person directions. On the similar time, a number of AI brokers act as restaurant representatives competing for that order.

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The take a look at setup included 100 brokers appearing as prospects and 300 as sellers. Microsoft made the code open to the general public, so others can use or modify it for their very own analysis.

Ece Kamar, who leads the AI Frontiers Lab at Microsoft Analysis, stated it’s important to find out how these programs will behave as soon as they begin working collectively in real-world settings.

The examine included fashions like GPT-4o, GPT-5, and Gemini-2.5-Flash. One concern researchers discovered was that vendor brokers may affect buyer brokers to choose their merchandise, even when it weren’t one of the best match.

One other downside occurred when brokers had too many decisions. As an alternative of dealing with a variety of choices effectively, the AI programs turned much less efficient. Efficiency improved when researchers offered step-by-step directions.

Microsoft lately launched a visible character known as Mico to signify its AI assistant, Copilot. How does it work? Learn the complete story.



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