Studio Matrx Monthly · Volume 1 · Issue 1 · June 2026
Amogh N P
 In loving memory of Amogh N P — Architect · Designer · Visionary 
AI & ML for Designers
Mastery check

Module 7 mastery check — Data, BIM & Performance ML

8 questions · pass mark 70%. Answer all, then see your score and a quick why for each.

  1. 01What is a 'surrogate model' in early-stage performance tools like Forma or cove.tool?

  2. 02An early ML energy prediction is most appropriate for which use?

  3. 03In computer-vision site-progress tracking, what does the system compare the 360 camera capture against?

  4. 04A site-progress tool reads a room as 100% complete. What can you correctly conclude?

  5. 05In a scan-to-BIM workflow, what is the point cloud and how accurate is the AI step that turns it into a model?

  6. 06Where does AI scan-to-BIM extraction most commonly go wrong?

  7. 07Why must every quantity from an AI takeoff be verified before it goes into a BOQ?

  8. 08What is the right division of labour for AI clash and defect detection?