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arXiv AI/ML

When Multiple Goals Clash: Teaching AI Teams to Make Smarter Trade-offs

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Imagine a surgical team where the surgeon wants to minimize bleeding, the anesthesiologist wants to reduce medication, and the recovery nurse wants faster wake-up times—a good team learns which member prioritizes what, moment by moment, to get the best overall outcome.

This means multi-agent AI systems can now coordinate across conflicting objectives like real teams do, not just optimize one goal blindly.


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