Neuro-symbolic AI for LEED compliance: document-centric benchmarking, deterministic numeric checking, and when multimodal hurts
Read the original at arxiv.org→arXiv:2607.15647v1 Announce Type: new Abstract: LEED v4.1 BD+C certification remains a document-intensive process that requires reviewers to read hundreds of pages of project evidence and apply credit-specific...
Original headline: "Neuro-Symbolic AI for LEED compliance: Document-Centric Benchmarking, Deterministic Numeric Checking, and When Multimodal Hurts"