The disclosure & Fair Housing photo check
Rung 8 of 10 · Red-team audit
1 · Learn the move · Red-team audit
A photo gets you in trouble two ways. One: an edit you didn't disclose — as of January 1, 2026, California's AB 723 requires disclosing digitally altered listing images and providing the unaltered originals, and Wisconsin follows in 2027 (confirm the current rule for your state with your broker — this is background, not legal advice). Two: a photo that steers — a religious symbol on the wall, a political sign in the yard, a person in frame all signal who lives there. Red-teaming means making the AI deliberately hunt for what's wrong across the whole set before you upload, then treating its list as a draft you verify — not a verdict.
Red-team these attached listing photos: flag any that look digitally altered and need a disclosure, and anything in frame that could steer or invade privacy. Give me the fix for each. [attach the photos]
2 · Your turn — you write the prompt
You're about to upload 20 photos for a California listing. Three rooms were virtually staged, one shot has a family photo wall in frame, and one exterior had the sky swapped to blue. Write a prompt that red-teams the set for (a) any altered image that now needs an AB 723 disclosure and (b) anything in frame that could steer a buyer or expose the seller — and tells you the fix for each.
Remember: the AI sees only your prompt — not this page. If the situation isn't in your prompt, it doesn't exist.
Optional — these shape the output when you run your prompt below, not your score.