Episode 25: How Data-Driven Growth Redefined a Media Giant

Episode 25: How Data-Driven Growth Redefined a Media Giant

Sergey Fogelson (VP of Data Science, Televisa Univision) joins High Signal to reveal how the world’s largest Spanish-language media company built a sophisticated data engine from the ground up. This transformation fueled a tenfold expansion of its digital streaming business by redefining how the company connects with 300 million viewers worldwide. At the heart of this success is a proprietary household graph that creates a single, privacy-first view of a massive and culturally diverse audience.

We dig into the journey from basic data unification to building production-ready recommendation engines, how his team uses embeddings on user behavior to uncover surprising connections in content consumption, and the trade-offs between investing in internal data tools versus direct revenue-driving products. The conversation also explores a pragmatic framework for AI adoption, showing how foundational machine learning often outperforms chasing the latest trends and where LLMs can deliver real, measurable value.

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Episoder(41)

Episode 41: The Verification Crisis: Why Trust Is the New Bottleneck in AI

Episode 41: The Verification Crisis: Why Trust Is the New Bottleneck in AI

Noah Smith, economist and author of Noahpinion, joins High Signal to look at what AI is already changing… and what it isn’t. The conversation moves beyond the usual productivity hype to ask harder que...

18 Jun 53min

Episode 40: The Economic Reality of AI: Friction, Talent, and the Future of the Firm

Episode 40: The Economic Reality of AI: Friction, Talent, and the Future of the Firm

Steve Tadelis, Professor of Economics at UC Berkeley and former senior economist at eBay and Amazon, joins High Signal to bridge the gap between economic theory and the high-stakes reality of data sci...

26 Mai 58min

Episode 39: The 100-Year Lead: What Baseball Teaches Us About the Future of AI

Episode 39: The 100-Year Lead: What Baseball Teaches Us About the Future of AI

Chris Fonnesbeck, veteran analyst for the Yankees and Mets and creator of the open-source Bayesian modeling library PyMC, joins to unpack why baseball has been a leading indicator for data science and...

12 Mai 56min

Episode 38: Why AI Won’t Fix Your Data Culture, It Will Only Amplify It (And What To Do About It)

Episode 38: Why AI Won’t Fix Your Data Culture, It Will Only Amplify It (And What To Do About It)

Noah Bruegmann, President of Data CRT, joins High Signal to discuss how to move your data function from a cost center to a strategic "value center". He explains how AI amplifies your existing data cul...

16 Apr 45min

Episode 37: Engineered Intelligence and The Data Science Problem in AI

Episode 37: Engineered Intelligence and The Data Science Problem in AI

Jordan Morrow, SVP of Data & AI Transformation at AgileOne and the "Godfather of Data Literacy," joins High Signal to discuss the shift from being "data-driven" to becoming "AI-enabled." Jordan warns ...

2 Apr 46min

Episode 36: AI and the Judgment Problem in Data Science

Episode 36: AI and the Judgment Problem in Data Science

Dawn Woodard (Distinguished Engineer, LinkedIn), Andrés Bucchi (LATAM Airlines), and Jeremy Hermann (CEO & Co-Founder, Delphina) join High Signal for a deep dive into the shifting architecture of data...

19 Mar 1h 3min

Episode 35: Beyond Online Experimentation: Generative Software That Optimizes Itself

Episode 35: Beyond Online Experimentation: Generative Software That Optimizes Itself

Martin Tingley, Head of Windows Experimentation at Microsoft and former Head of the Experimentation Platform Analysis Team at Netflix, talks about why humans are the bottleneck in experimentation, and...

5 Mar 55min

Episode 34: Duolingo and the Future of Personalized Education with AI

Episode 34: Duolingo and the Future of Personalized Education with AI

Bozena Pajak, VP of Learning at Duolingo, joins High Signal to discuss the evolution of AI at Duolingo: from personalized difficulty models to the current generative frontier where AI characters provi...

10 Feb 45min

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