Atomm Update: Precision Discovery, Seamless Creation

Atomm
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Published 2025/12/29

Dear Atomm Creators,

To help every spark of inspiration truly become a finished product in your hands, Atomm has recently upgraded the underlying logic of our Search & Discovery System and optimized the AImake toolkit.

 

Search & Discovery System v1.6: Boosting Exposure for High-Quality Works

In DIY creation, nothing is more frustrating than finding a project you love, spending hours on it, only to fail or have the final result fall short of expectations.

To improve this, version 1.6 features a comprehensive optimization of our Search & Discovery algorithms. The system can now more accurately identify and prioritize truly "reliable," high-quality works.

 

How does the system define "High Quality"? We evaluate projects across three core dimensions:

  • High Reproducibility: We prioritize projects that have been successfully remade by many users. By combining real production feedback with manual audits, we ensure that what you see isn't just "good-looking," but a design that anyone can complete by following the steps—effectively reducing material waste and time costs.
  • Design Ingenuity: It is about more than just "being makable"; structural cleverness and aesthetics should not be overlooked. For designs with technical depth and beauty, the system will precisely push them to interested creators, even if they are newly released.
  • User Engagement: Beyond likes and bookmarks, we value whether a project has been Remixed (secondary creations). A project being remade, modified, and continued is the ultimate proof of its vitality. We balance exposure for both new and classic content to ensure great work is never buried over time.

This means community traffic will now tilt toward premium content. We encourage every creator to upload complete parameter configurations and detailed step-by-step instructions. The more complete and high-quality your project is, the more traffic support it will receive. Your experience is the community's most valuable asset.

 

 

AImake V1.4: Refined Details for Precise Creativity

To support a smoother workflow, AI 3D Model Generator has received targeted upgrades to its core generation capabilities:

  • Enhanced 3D Model Details: With the integration of the Hunyuan model, the system now offers more vivid expressions and smoother detail restoration for complex styles, such as pets and anime.

     
  • Optimized Vectorization Quality: We have further improved the edge smoothness and path precision of black-and-white vector images. Generated assets are now perfectly suited for laser cutting and engraving, significantly reducing manual adjustment time.

 

Start Your Next Creation

We believe that every improvement in our tools is meant to lower the barrier to creativity.Go search for a project you love, for example Hello 2026, or try generating a new rendering with AImake today! If you have any suggestions during your experience, please let us know through our community feedback channels.