Building generative systems without safeguards is negligence. When technology companies unleash software that automates misogynoir, degrades real people, and spits out centuries-old racial caricatures, calling it an unintended hallucination no longer holds water.
Digital creators like Ziora Ajeroh have laid out the evidence in public view. The documented screenshots demonstrate that without mandatory external audits, binding safety regulations, and aggressive data curation, multimodal AI will continue to act as a megaphone for the worst instincts of the internet. Addressing this failure requires tech companies to invest in red-teaming that treats the safety of Black women not as an afterthought, but as a foundational requirement of system design.