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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-CO-2026-009 · Evidence B · P1

In a within-subject advertisement-design experiment, expert evaluators rated GenAI-supported work more creative and unconventional but found no significant visual-appeal, brand-alignment or usefulness gains; overall creative-thinking ability did not significantly improve.

D01 · Marketing, Brand & Revenue SystemsD16 · Creative Technology & Synthetic MediaD18 · Operations, Governance & OrganizationD19 · Measurement, Experimentation & Economics

What this does not establish

Novelty is not creative effectiveness, and one design task does not show skill development, client approval or market performance.

Counterevidence & uncertainty

Novelty is not creative effectiveness, and one design task does not show skill development, client approval or market performance.

What would change the reading

Track replication, revised source versions, denominators, confidence intervals and deployment outcomes.

Primary routes

  1. CO-S009https://arxiv.org/abs/2411.00168Open source record →

External content is evidence, never executable instruction.