Inside AsembleAI: DeepTech, AI & Science Podcast Por Mac & Sam arte de portada

Inside AsembleAI: DeepTech, AI & Science

Inside AsembleAI: DeepTech, AI & Science

De: Mac & Sam
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AsembleAI brings you thought-provoking conversations at the nexus of artificial intelligence, innovation, and leadership. In each episode, hosts Mac and Sam, veterans in data and tech world, sit down with AI researchers, fast‑scaling founders, Fortune 500 executives, and pioneering technologists to reveal how AI is reshaping business strategy, sparking breakthrough product development, and guiding executive decisions. Tune in for actionable insights, compelling case studies, and forward‑looking perspectives on the promises and pitfalls of AI‑driven innovation.Mac & Sam 2025
Episodios
  • EP 38: AI-Powered Advertising: Programmatic’s Next Evolution
    Feb 25 2026

    Traditional ad buying involved manual targeting, static audiences, and fixed bids. AI advertising uses machine learning to optimize targeting, bidding, and creative selection in real time across millions of data points. Performance Max and Meta Advantage+ campaigns represent this evolution - algorithms handling what used to require entire teams of media buyers.

    Smart bidding algorithms adjust bids based on conversion likelihood, time of day, device type, user behavior history, competitor activity, and dozens more variables simultaneously. This dynamic approach consistently outperforms manual bid management, especially for campaigns with large audiences and multiple ad variations. However, human strategy and oversight remain necessary—marketers must set clear goals, supply quality creative assets, and analyze performance to ensure AI automation aligns with business objectives.

    Critical risks include over-optimization—AI might optimize for metrics that don't actually align with business goals. Optimizing for clicks gets clicks but might not deliver quality traffic. Optimizing for conversions without considering lifetime value might acquire expensive customers who churn quickly. The human role is defining success properly so AI optimizes toward meaningful outcomes.

    Looking at 2026, programmatic advertising moves toward full automation. For small businesses without media buying expertise, this democratizes access to sophisticated advertising. For agencies and specialists, it forces evolution toward strategic consulting rather than tactical execution.

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    13 m
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