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University of Illinois Chicago
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Generative auctions can now achieve externality-aware whole-feed optimization with exact strategyproofness using a transformer, overcoming a critical deployment barrier.
Aggregated confidence signals from multiagent systems can dramatically enhance decision reliability without sacrificing output correctness.