1
whoisthegoat.lol
有趣又荒诞的竞价平台，专为「垃圾」GOAT 设计，看看谁才是真正的传奇。
Bid $ for the GOAT (trash only) Discussion | Link
2
This startup pits dealerships against each other to bid on your used car
让经销商互相竞价收购你的二手车，卖车也能像交易股票一样透明高效。
Bidbus, which lets dealerships bid on used cars, has raised $15 million in a Series A round that was led by early-stage mobility fund Ibex Investors.
3
A Lightweight MPC Bidding Framework for Brand Auction Ads
轻量级MPC竞价框架如何重塑品牌广告拍卖？一文看懂隐私保护与效率兼得的新方案。
arXiv:2603.07721v2 Announce Type: replace-cross Abstract: Brand advertising plays a critical role in building long-term consumer awareness and loyalty…
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Constrained Auto-Bidding via Generative Response Modeling
用生成式响应建模突破传统方法，为在线广告中的约束自动竞价提供更优解法
arXiv:2605.27811v1 Announce Type: new Abstract: Auto-bidding systems aim to maximize advertiser value over long horizons under budget constraints and …