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Rick Lentz

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#large language models Open access Oct 2026

x3d_mcp: A Model Context Protocol Server for AI-Assisted X3D Authoring

Large language models (LLMs) are increasingly capable of generating structured technical content, but producing valid Extensible 3D (X3D) scenes is brittle in practice: without grounding in the authoritative specification, LLMs hallucinate node names, misuse field types, and emit broken ROUTE connections that fail XSD...

Nikhil Narra, Rick Lentz, Don Brutzman et al. · 0 citations

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