A hospital wants an LLM feature over patient records. What does HIPAA actually require of your design?

HIPAA-with-LLMs questions test whether you know the three things that gate the deal: the BAA, the minimum-necessary standard, and audit controls. Engineers who can name 45 CFR obligations in design terms win these rooms.

Updated Aug 2026 · Grounded in real Forward Deployed Engineer interview loops and written to a senior-engineer editorial bar.