Responsible AI7 min read
Why human review matters in AI-assisted concrete inspection
A practical look at the role of professional judgement when experimental computer vision is introduced into inspection evidence workflows.
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Clear thinking for the next inspection workflow.
Educational perspectives on drone-assisted capture, human review, evidence traceability, computer vision, and the responsible development of inspection-intelligence software.
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Evidence-safe by design.
These implementation drafts are educational and non-legal. They do not provide structural-safety advice, engineering certification, crack-cause diagnosis, standards interpretation, or repair-cost guidance.