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Evidence & evaluation

Benchmarks, published accuracy figures and how to read a vendor claim before trusting it on a project.

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  • PreprintarXiv

    Turning drawings into quantities

    Handoff-H1 combines vision tools, agents and project knowledge to extract material quantities from construction drawings.

  • Workshop paperKDD Agentic AI Evaluation Workshop

    Keeping project context across conversations

    IFCMemoryBench tests whether agents can combine earlier project decisions with live queries of BIM models.