GPR: Generative Pre-trained One-Model Paradigm for Large-Scale Advertising Recommendation

This is like having a single super‑recommender brain that learns from everything happening in your ad ecosystem (impressions, clicks, conversions, bids, creatives, etc.) and then uses that shared understanding to decide which ad to show, to whom, and when—rather than running many small, separate models for each objective or channel.