📖 Today’s lesson
Lesson 13: Make it fail deliberately, once.
You will not truly believe a model will hand you fair-housing-risky copy until you watch it do so, fluently, in front of you. So today you are going to make that happen on purpose, with nothing at stake.
Why this matters: 28% of agents name Fair Housing as a top AI concern, and they are right to (RPR, 2026). But a worry is not a skill. Seeing the exact phrasings a model reaches for — and why each one is a problem — is what turns the worry into a filter you can actually apply at speed.