This paper presents IterCAD, a unified multimodal agent framework for closed-loop, interactive CAD generation and editing, and introduces the IterCAD-Bench evaluation suite, establishing a survivor-bias-free standard that unifies code validity and geometric precision.
Tao Hu, Jiaxin Ai, Licheng Wen et al.· arXiv.org· 8 citations
IndustryForge-27B will serve as the common substrate for downstream industrial-agent projects, providing a unified starting point for a full-stack industrial agent that spans from CAD design to industrial-software operation, from parts to assemblies, and from single-shot generation to closed-loop self-improvement.
Nianchen Deng, Jiaxin Ai, Tao Hu et al.· arXiv.org· 0 citations
AssemCAD is presented, an axiom-grounded framework for production-ready CAD assembly generation from natural language that extends Text-to-CAD from isolated part generation toward production-ready mechanical assembly design.
MUSE is a framework that enables iterative self-improvement through a hierarchical Memory Module that organizes cross-domain insights to facilitate the orchestration of long-horizon workflows and demonstrates that MUSE’s performance scales with the accumulation of insights and exhibits strong cross-task transferability...
Cheng Yang, Xuemeng Yang, Licheng Wen et al.· Annual Meeting of the Associ...· 2 citations· ⚡1
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