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Sponsored Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt

Author

Alex Key

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Open access Jul 2026

LLM-Supervised Point Cloud Processing: From Unsupervised 3D Scene-Graph Generation to Interactive Scene Manipulation

An end-to-end pipeline for 3D scene understanding is demonstrated which integrates unsupervised graph-based point cloud segmentation with LLM-enabled spatial reasoning and editing and achieves a 100% constraint-satisfaction rate and outperforming a human annotator.

Florent Poux, Alex Key · 0 citations

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