The Mediator (Doug Shapiro)

The Mediator (Doug Shapiro)

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Independent media economics analysis with original churn/ARPU modeling and subscriber-behavior data.

Computable Meaning and Computable Information
NewsApr 24, 2026

Computable Meaning and Computable Information

The author outlines three modern information eras—analog, digitization, and generative AI—arguing that while digitization created a universal syntactic layer, GenAI introduces a semantic layer that makes meaning computable. This shift transforms the information economy by enabling machines to process, create,...

By The Mediator (Doug Shapiro)
My Keynote at the Television Academy
NewsApr 12, 2026

My Keynote at the Television Academy

The author delivered the keynote at the Television Academy AI Summit, addressing how generative AI is reshaping the television ecosystem. Attendees—writers, producers, marketers—sought insight into the financial and creative impact of cheaper, abundant content. The talk expanded on the most...

By The Mediator (Doug Shapiro)
Pareto to Creato
NewsMar 31, 2026

Pareto to Creato

YouTube now tops global media revenue, eclipsing Disney, but its dominance rests on a tiny fraction of creators. The creator economy follows an extreme power‑law: less than 1% of titles generate roughly 99% of consumption and revenue, far steeper than...

By The Mediator (Doug Shapiro)