Beyond Independent Values: Optimal Auctions with Correlated Valuations for LLM-Native Advertising

Shiman Sheng, Mingyu Guo

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 sponsore…