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Beyond Independent Values: Optimal Auctions with Correlated Valuations for LLM-Native Advertising
Conversational assistants are becoming the place where people ask what to buy, and sponsored content is moving into their answers. Several advertisers then compete for one sponsored slot, and all of them read the same conversation, so their willingness to pay usually moves together. Existing auction
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