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Essays on brand context, AI creative systems, and the future of advertising inputs.

Essay · 0052026-08-04

Muse Image, Advantage+, and the Value of Advertiser Data

Eric Seufert on why Meta’s direct integration of Muse Image into Advantage+ matters: domain-specific performance data, not just fine-tuning.

Essay · 0042026-07-22

Winning Assets vs. Contextual Fit

Why today’s winning asset is often yesterday’s contextual fit, and what generative systems need beyond brand guidelines.

Essay · 0022026-06-25

World Models and the Missing Input Layer

As generative video becomes real-time and context-conditioned, the question for advertisers changes from 'can we generate a good ad?' to 'what should the system know before it starts generating?'

Essay · 0012026-06-18

The Need for Context

Why a prompt is too thin a container for brand strategy, and what a Context Catalog gives generative creative systems.

Essay · 0032026-06-16

Cannes Lions, AI Awards, and the End of the Finished Asset

Cannes Lions is moving upstream from finished work. In a world of dynamic, context-conditioned creative, the story is no longer the endpoint.

Context Catalog

Living context for AI creative systems.

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