AI & Predictive Advertising Market: Advertising Goes Predictive with Deep Learning

Adweek's Adspeak podcast features Jeremy Fain, co-founder and CEO of Cognitiv, discussing how deep learning is transforming advertising by leveraging massive datasets, predictive algorithms and real-time optimization. The conversation emphasizes using first-party data, granular audience signals and log-level data frameworks to predict creative performance before impressions are bought, run continuous learning loops, personalize creative, and improve targeting. Fain frames AI as an efficiency multiplier that can unlock incremental gains at scale — citing the competitive value of relatively small percentage improvements when applied broadly — and stresses that deep learning in marketing is fundamentally a big-data problem rather than merely a creative tool.