Key concepts: AI in doctors
Know these before you put a bot to work in doctors. They are why the techniques and prompts are built the way they are.
HIPAA Privacy Rule
Limits uses and disclosures of PHI. A public chatbot vendor without a BAA is not a permitted recipient.
De-identification
HIPAA defines two methods: Safe Harbor (remove 18 identifiers) and Expert Determination. Free-text notes are easy to under-de-identify.
FDA and clinical decision support
Some AI software is a regulated medical device. FDA publishes guidance on clinical decision support and a list of AI-enabled devices.
Automation bias
Clinicians tend to over-trust confident machine output. Build in independent verification.
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 They can produce fluent, confident answers that are wrong, out of date, or that cite sources that do not exist.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
- HHS: HIPAA for Professionals: Privacy, Security and Breach rules
- HHS: De-identification guidance: Safe Harbor and Expert Determination
- HHS: Business Associates: when a vendor needs a BAA
- FDA: AI-Enabled Medical Devices: FDA list and resources
- AMA: Augmented intelligence in medicine: AMA policy and resources
Links checked Oct 30, 2026. Rules differ by state and country; follow your licensing body and employer policy.
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