Key concepts: AI in engineers

Licensure and seals

Only a licensed PE may seal engineering documents in their jurisdiction; responsible charge cannot be delegated to software.

NSPE Code of Ethics

Engineers shall hold paramount the safety, health and welfare of the public.

Units and assumptions

Most bot calculation errors are unit or assumption errors. Make every assumption explicit.

Export control and IP

Drawings and designs may be export-controlled or confidential; check before uploading.

How chatbots fail

Language models predict likely text. They can produce fluent, confident answers that are wrong, out of date, or that cite sources that do not exist. They also repeat errors in what you paste in. Ask for sources, ask the bot to mark uncertainty, and check everything that matters.

Accuracy and ethics, every time

• Confidentiality: never paste client, patient, student, employee or customer personal data (PII/PHI) into a public bot. Use tools your organization has approved, with contract terms that cover data use, or remove identifiers first.
• Verify everything: bots can invent citations, case law, statistics, doses, code sections and quotes that look real. Check each one against the original source before you rely on it.
• Not professional advice: these tutorials teach you how to use AI tools. They are not legal, medical, tax, financial or engineering advice.
• A human professional is responsible: the licensed or accountable person reviews, decides and signs. The bot drafts; you own the result.
• Prices change: we don't list product prices. Check each vendor's official pricing page.

Official sources for this section

• NSPE Code of Ethics for Engineers: fundamental canons
• NCEES: licensure: PE exams and state boards
• NIST AI Risk Management Framework: managing AI risk

Links checked Oct 30, 2026. Rules differ by state and country; follow your licensing body and employer policy.