Why AI transparency is not enough Recently, a taxonomy to disclose the use of generative AI (genAI) in research outputs was presented as an approach that creates transparency and thereby supports responsible genAI use. In this post we argue that such an approach conceals fundamental ethical considerations around research integrity. Andrea Reyes Elizondo and Peter Tarras • October 15, 2025 • 1 comment