The Specification Trap: Why Static Value Alignment Alone Is Insufficient for Robust Alignment
arXiv:2512.03048v4 Announce Type: replace-cross
Abstract: Static content-based AI value alignment is insufficient for robust alignment under capability scaling, distributional shift, and increasing autonomy. This holds for any approach that treats ali…