When evaluating AI-generated image and video content, one of the most important factors is how realistic the visuals appear. This includes assessing whether lighting, shadows, textures, and proportions look natural and consistent with real-world conditions. Human features such as hands, facial expressions, and body proportions should appear accurate and free of distortions, which are common issues in lower-quality AI outputs. In videos, realism also depends on smooth and natural movement, where objects and people move in a way that follows real physics without jittering, warping, or sudden changes between frames. Another important aspect is environmental consistency, meaning backgrounds, reflections, and lighting should match the scene and remain stable throughout the image or video. If these elements look believable and coherent, the AI-generated content is more likely to appear authentic and high quality. Overall, the closer the visuals resemble real photography or real-life motion, the higher the perceived quality of the AI-generated content.

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I would collaborate with a productivity or study-focused creator who already makes content around student life, organization, or study tools. Their audience is already interested in improving productivity, so the app would feel like a natural fit rather than an ad. The content would be a short “day in my life as a student” or “reset my life with me” style video where they use Tudu to organize assignments, tasks, and deadlines. This type of content performs well on TikTok because it’s relatable, visually satisfying, and shows the product being used in a real, everyday context.