宝玉 (@dotey) · 10/14/2026, 06:02:49
Gemini 4 Argon Generates Japanese Temple in Blender via Single Prompt Using Multi-Agent Workflow and Visual Feedback Loop
Gemini 4 Argon, within the Antigravity framework, successfully generated a complex Japanese temple structure in Blender using a single prompt containing detailed workflow instructions. The process demonstrates a full automation loop: blueprint planning, reference image generation via Nano Banana, multi-agent collaborative modeling, and iterative refinement through visual comparison between Blender renders and references. A coordinator agent managed tasks while a critic agent validated outputs, ensuring accuracy against visual targets. The final result extended to procedurally generated animations and ambient sounds, highlighting significant advancements in LLMs' ability to understand real-world physics and execute long-horizon complex tasks.
SOURCE COVERAGEFull Original Report
Gemini 4 Argon 在 Antigravity 中,通过一条包含详细工作流程的提示,在 Blender 里生成了日本寺庙建筑群。核心做法是:提供建造规则与视觉参考,让多个智能体分工、检查并反复修改。「单条提示」背后包含完整流程,动画与音效则是后续追加的要求。
三维建模既考验复杂编程,也考验对现实世界的理解,而且结果中的错误容易直接看出来。持续使用日式塔楼作为测试对象,便于比较不同模型的进步。
初始提示词引用了一份指导大型三维场景构建的技能文档,并要求先生成建筑蓝图,再由 Nano Banana 根据蓝图生成四张参考图,为建模提供视觉目标。
不同智能体分担工作,由协调智能体统筹、批评智能体检查;系统将 Blender 的渲染结果与参考图比较,通过反复检查与修改推进建模。
演示者第二天看到结果后,继续要求模型渲染动画,并用程序生成钟声和环境音效。因此,最终展示的动画与声音属于后续扩展。
↳ 引用 @Google (Google): Today, Gemini 4 Argon is officially rolling out.
