From BIM Clash to Verified Decision: An AI–BCF Evidence Workflow
AI can help draft BIM coordination issues, but who verifies the evidence? Build an auditable workflow using IFC, BCF, revision control and human approval.
A Skills Passport Without Gatekeepers: How SamfunnsBro Could Make Informal Learning Visible
Can volunteering and mentoring become credible evidence of skills? Explore a privacy-first skills passport using EU micro-credential principles and Europass.
The Ground We Throw Away: How to Reuse Excavated Soil and Rock Safely
Can excavated soil and rock become valuable building resources? Explore Norway’s reuse rules, contamination checks, testing, logistics and carbon accounting.
The 100-Case Test: How to Evaluate Construction AI Before Deployment
Before deploying a construction AI copilot, test it on real project evidence. Learn to build a 100-case benchmark for citations, BIM data and safe failure.