AI-103: Developing AI Apps and Agents on Azure

Azure AI Foundry's Sora 2 video generation feature supports video-to-video inpainting, where you supply a mask over the specific region of an existing, already-generated video (such as the watermark area) and the model edits only that masked region. This targeted approach preserves the rest of the approved video content and avoids the need to regenerate the entire clip, unlike changing the prompt, adjusting the guidance scale (both of which require a new generation run), or cropping (which alters the frame/composition rather than surgically removing the artifact).