Research on how an LLM should see BIM geometry: the IFC data sent to the model had identity and properties but no geometry, and outer bounds cannot certify openings or free space. The proposed flow is pinned identity, then bounded discovery, then measured geometry, then human review.
From the Grok pain-radar digests, Oct 28-29 2026 (Oct 28 8:41 AM ET through Oct 29 early-morning Haitch editions). Verified live 2026-10-29: issue/PR read; title and state confirmed.