Generative AI is redefining creativity. Ensuring that these systems are safe, controllable, and respectful of intellectual property is one of the most important open challenges in deploying generative models responsibly at scale. The Adobe Firefly Applied Science & Machine Learning team is building a unified guardrails platform that enables safe training and deployment of generative models across image, video, and audio. This includes large-scale automated data moderation systems, multimodal det