AIBullisharXiv – CS AI · 9h ago6/10
🧠
2.5-D Decomposition for LLM-Based Spatial Construction
Researchers present a 2.5-D decomposition method that improves LLM-based spatial reasoning for autonomous construction tasks by constraining language models to 2D horizontal planning while deterministic systems handle vertical placement. The approach achieves 94.6% structural accuracy on benchmark tests, significantly outperforming existing methods and demonstrating practical deployment on edge hardware.
🏢 Nvidia🧠 GPT-4