Observed Signal · Jul 14, 2026 · Thought Leadership / Podcast Interview · Source: Adweek · Impact: 2/5 · Sentiment: Positive
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.
Highlights practical AI-driven, data-first approaches (first-party data, log-level frameworks, predictive creative) that are relevant to marketers and AdTech vendors but does not announce platform-level policy or major product launches.
Key Takeaways & Evidence Grounding
- Adweek published an Adspeak podcast episode featuring Jeremy Fain discussing deep learning in advertising.
- Jeremy Fain is identified as co-founder and CEO of Cognitiv.
- The episode emphasizes using first-party data, granular audience signals and a log-level data framework for algorithm performance and predictive targeting.
- The conversation covers predicting creative performance before purchasing impressions and deploying continuous learning loops to optimize campaigns in real time.
- The article states Cognitiv's approaches have demonstrated measurable improvements in campaign efficiency and creative performance and highlights the competitive advantage of modest incremental gains at scale (e.g., 3%).
Connected Companies & Entities
2 Entities mappedCognitiv
AI-native adtech platform for programmatic buying and targeting.
“In this episode of Adspeak by ADWEEK, Jeremy Fain, co-founder and CEO of Cognitiv, explores how deep learning is reshaping the future of adv...”
Digitas
Global digital experience agency for enterprise brands.
“With a background in interactive marketing and experience at firms like Digitas, he has pioneered approaches to applying deep learning algor...”
Ontology Mapping & Concepts
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