I Taught LLMs to Generate 3D Models. Frontier Models Barely Beat Open Weights.
What happens when you point today's best LLMs at a niche code generation problem? Five months of building Chat3D — an agent-based chat-to-CAD pipeline — revealed that on domain-specific tasks, model size matters far less than training data. A 120B open-weight model matched Opus at 1/5 the cost.
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