Production Notes #4
One of the biggest challenges of using AI tools for 3D model sculpting is maintaining consistency. To achieve reliable results, prompts need to be extremely clear and detailed. Even a small change in wording can affect the final output, resulting in differences in color, lighting, texture, proportions, or overall design from one generation to the next.
There's a common misconception that AI makes it easy to create a short film with just a few clicks. In reality, the process is far more involved. Most of the time, the first image generation is only a starting point. Rarely does it produce the exact visual style you're looking for right away. Instead, the work becomes an ongoing cycle of experimentation, evaluation, and refinement.
A significant portion of the production process is spent rewriting prompts, adjusting design elements, generating new variations, and comparing results against the creative vision. The goal isn't simply to create an image that looks good. The goal is to create images that remain visually consistent across an entire project, especially when multiple scenes, camera angles, and character appearances need to match one another.
The helmet design for Bronze Valkyrie is a perfect example of this challenge. What appears to be a relatively simple piece of armor required more than twenty revisions before I arrived at a design that truly matched what I had envisioned. Each version introduced new ideas, but also new problems to solve. Some designs had the right shape but the wrong materials. Others captured the overall silhouette but missed important details in the ornamentation or proportions.
While the revision process can be time-consuming, it's also one of the most rewarding parts of the workflow. Every iteration brings the design closer to its final form. In many ways, creating with AI feels less like pressing a button and more like collaborating with a highly talented but unpredictable artist—one that requires patience, precision, and a great deal of creative direction to achieve the desired result.