Introduction In the realm of generative AI, where algorithms create images and content autonomously, lies a hidden yet significant issue: bias. While these systems aim to mimic human creativity and diversity, they often fall short, inadvertently favoring certain features over others, Revealing deep rooted biases in our data-driven technologies. In [...]