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When Machines Argue: AI Hive Minds and Strategic Decisions

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Enver Yucesan , INSEAD
04 Dec 2025 2

When Machines Argue: AI Hive Minds and Strategic Decisions

What happens when you make AI models debate each other, and why the results might be better than what your strategy team could produce.

Edited by:

Seok Hwai Lee

About the author(s)

Enver Yucesan

is a Professor of Operations Management and the Abu Dhabi Commercial Bank Chaired Professor in International Management at INSEAD. He is also the programme director of Supply Chain Management, an INSEAD Executive Education programme.

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Artificial Intelligence

About the series

AI: Disruption and Adaptation
Delve deeper into how artificial intelligence is disrupting and enhancing sectors – including business consulting, education and the media – and learn more about the associated regulatory and ethical issues.
View Comments
(2)

Andrey Lipattsev

05/12/2025, 03.56 am

This AI debate concept nails Resilience through Diversity! Engineering contention between models overcomes human bias for superior, robust strategies. The future of strategy is engineered disagreement. 🤖

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Institute of Urban Technology

Institute of Urban Technology

07/12/2025, 09.27 pm

Truly fascinating idea! AI debates between different models could open the door to stronger and more diverse strategic decisions. A concept definitely worth following.

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