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Can It Actually Work? Synthesizing Functional CAD Mechanisms

Paper recorded by Signals 4 on 2026-10-19 in cs.CL. Abstract reproduced from arXiv; link to the original below.

Published 2026-10-19 on arXiv · recorded by Signals 4 on 2026-10-20

Category: cs.CL · 自然语言处理 · first seen 2026-10-20

Abstract

While LLM agents can generate visually plausible CAD assemblies, these designs often fail to fulfill their intended physical functions. We study functional CAD design, a setting where agents interpret underspecified requests to construct and iteratively revise mechanisms that satisfy functional requirements in physical simulation. Verifying these requirements is nontrivial: different candidate mec

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#208 most recent of 660 cs.CL papers we have recorded · ↑ newer: DeclineCraft: A RAG Abstention Benchmark for Jointly Measuring Combine · ↓ older: Competing Learning in Hybrid Architectures
Cite this page: Can It Actually Work? Synthesizing Functional CAD Mechanisms: the #208 most recent of 660 cs.CL papers we have recorded (as of 2026-10-19). Source: Signals 4 (Signals API) — https://data.jiangzhang.ca/signals4/t/papers/can-it-actually-work-synthesizing-functional-cad-mechanisms.html
Free to quote with attribution to “Signals 4 (Signals API)”. Machine-readable: papers.json
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