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# DirecTV exec: deterministic data beats probabilistic, and context is next
- URL: https://fabric-media.ghost.io/directv-exec-deterministic-data-beats-probabilistic-and-context-is-next/
- Published: 2026-08-13T23:32:50.000Z
- Updated: 2026-08-27T00:47:48.000Z
- Description: DirecTV’s Dan Rosenfeld argues billing-verified deterministic data consistently outperforms probabilistic targeting, and predicts AI will revive contextual advertising by surfacing content-audience patterns humans miss.
- Author: Fabric.Media Editorial
- Tags: Measurement, AI

**Why it matters.** Advertisers comparing DirecTV’s billing-verified deterministic audiences against probabilistic targeting must now treat deterministic match rates as the benchmark those probabilistic vendors are measured against.

*Signal from* [*The Measure*](https://www.themeasure.net/?ref=fabric-media.ghost.io) *·* [*read the original*](https://www.themeasure.net/big-brains-w-evan-shapiro-directvs-dan-rosenfeld/?ref=fabric-media.ghost.io)*.*