Industry Self-Flagging and the Insufficiency Critique of Alignment

Pope Leo XIV’s encyclical Magnifica Humanitas (2026) advances the claim that aligning AI systems to a privately determined set of values is structurally insufficient, regardless of how well the alignment is executed, because the values themselves are decided outside the public deliberative process, what I call the insufficiency critique of alignment. This editorial argues that the insuffi-ciency critique, often heard as theological externalism, has been independently and substantively articulated in a corpus of papers published by frontier AI labs and their affiliated research bodies during 2025-2026. I catalogue five such papers from Apple, Microsoft AI, and Anthropic, identify the methodological pattern they share, and read each as a structural finding about the limits of alignment-as-currently-practiced. The convergence between magisterial framing and industry self-flagging is striking and citable. Three implications follow. First, the standard dismissal of insufficiency arguments as outside-the-tent commentary on a technical practice is harder to sus-tain when the labs are publishing the same diagnosis. Second, alignment work remains necessary, but the framework needs to evolve to absorb the insufficiency critique. Third, several near-term moves, including value-sensitive design and public deliberative infrastructure, follow directly from taking the convergence seriously.