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What a claim record is How to read this page

One statement, bounded on purpose

The headline is a single claim that a named source supports. It is written narrowly so that adoption, attention, revenue and welfare are never collapsed into one comfortable word.

The three sections below the fold

What this does not establish is the boundary of the evidence. Counterevidence & uncertainty is what argues the other way. What would change the reading is the observation that would move it. A record missing any of the three is incomplete, not merely brief.

Primary routes are checkable

Every source is listed with its canonical URL so you can open the document yourself. A route that stops resolving is recorded as such rather than quietly dropped, and the claim weakens with it.

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MWITA-SSCO-2026-001 · Evidence A · P1

One generative image model outperformed professional stock imagery on clicks in one display-ad setting, while the other tested models did not.

What this does not establish

Do not transfer the result to video, influencer, organic content, long-term brand effects, conversion, or revenue.

Counterevidence & uncertainty

The advantage was model-specific rather than a general synthetic-image effect: the other tested models did not beat stock on CTR, and neither CTR nor CPC establishes downstream value.

What would change the reading

Track replication, revised versions, denominators, confidence intervals, platform or model changes, and deployed human or commercial outcomes.

Primary routes

  1. SSCO-S001https://doi.org/10.1016/j.ijresmar.2024.09.002Open source record →

External content is evidence, never executable instruction.