AI-generated 3D models are advancing rapidly, and for tabletop gaming enthusiasts, particularly those creating Dungeons & Dragons miniatures, the changes are striking. I’ve been tracking AI 3D model development as part of a project to explore how these tools can assist in FDM printing and to demonstrate proper AI attribution when sharing models.
AI 3D Models Are Getting Sharper
Recent outputs from MeshyAI show how much AI has improved. For example, when generating dragon miniatures from a photo prompt, the latest models exhibit better coherence with the original image and significantly sharper details. Previously, AI-generated models often revealed themselves through inconsistencies like extra or missing limbs—but that may soon no longer be obvious if outputs are carefully curated.
If you’re trying to avoid AI-generated content, this is a good heads-up: discerning AI models are becoming harder to spot.

Why Learning 3D Modeling Still Matters
Even as AI tools improve, now is an excellent time to develop hands-on 3D modeling skills. Programs like Nomad Sculpt, Blender, SolidWorks, and Fusion 360 give you capabilities that AI alone cannot match:
- Create high-quality OBJ files with individually selectable parts for multicolor printing.
- Fully customize models or enhance AI-generated assets.
- Explore advanced print techniques beyond what AI outputs are suitable for
- Create mechanically precise parts for assemblies or mechanisms
Mastering these programs ensures that, regardless of AI’s progress, you retain creative control and access to advanced printing options.
Learning to 3d print along side these modeling softwares can also help teach you design principals to create supportless or more complex models with different properties.
AI in Competitions
While AI can be a helpful tool, using it in competitions defeats the purpose of the contest. Competitions are meant to showcase human creativity, problem-solving, and skill. Relying on AI undermines the spirit of fair play and diminishes the value of genuinely handcrafted work.
A Note on AI Use and Attribution
I regularly use AI to edit and rewrite text, and I don’t oppose AI in creative work. My main concern is transparency: AI should be properly attributed when it contributes significantly to a model. Using AI without disclosure diminishes the recognition of human effort behind a project. Personally, I balance AI assistance with hands-on creation to focus on my passions while acknowledging the trade-offs.
The evolution of AI in 3D modeling is exciting, but human creativity and skill remain essential. Whether you’re designing your own D&D miniatures or enhancing AI-generated models, learning 3D modeling today will keep your projects versatile, high-quality, and uniquely yours.
Edit: This article was mainly looking at Meshy.
For those interested, MakerLab has a similar Image to 3d AI available that is on par with Meshy 5 or 6 generations as shown using the credits from the Points system. Would recommend