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Notes from the field
What AI can and can't do in civil engineering, written for the people who stamp the sheets.
What a PE Must Verify Before Stamping an AI-Generated Drawing
A PE must verify dimensions, codes, and discipline coordination before stamping AI work.
What Enforcement Patterns in Early AI Stamping Cases Should Change About Firm Onboarding and Training
Firms must train engineers to verify AI-generated decisions, not just operate the software faster.
Training Engineers to Delegate Work to an AI System
Engineers need practice reviewing AI output, not just instruction on how to use it.