Anthropic co-founder Chris Olah publishes remarks on Pope Leo XIV's AI encyclical

Anthropic co-founder Chris Olah has published remarks responding to Pope Leo XIV's encyclical "Magnifica humanitas," which addresses artificial intelligence. Posted to Anthropic's news page on May 25, 2026, the response uses the encyclical as an opening to invite religious communities, civil society, scholars, and governments into the AI conversation, and frames the moment as the start of a long collaboration rather than a closed dialogue between labs and regulators.

What's new

• A frank acknowledgement of structural constraints. Olah writes: "Every frontier AI lab—including Anthropic—operates inside a set of incentives and constraints that can sometimes conflict with doing the right thing."
• A framing of modern AI as 'grown,' not written. He distinguishes today's models from prior software: "AI models are not like that. They are grown, on a structure roughly modeled after the brain, on an enormous inheritance of human thought and speech."
• A moral obligation on labor displacement. On the prospect of widespread economic disruption from AI, Olah writes: "If that happens, supporting those displaced will be a moral imperative of historic proportions."
• An interpretability nod. Pointing to recent technical findings, he writes: "We find structures that mirror results from human neuroscience. We find evidence of introspection."
• An invitation, not a closing statement. He frames the encyclical's reception as a beginning: "Today is just the beginning—the start of a long collaboration between those of us who are building this and those who can see what we, from inside, cannot."

Context

Olah leads Anthropic's interpretability research and is one of the company's earliest researchers; his public posts are infrequent and tend to be substantive when they appear. Pope Leo XIV's encyclical "Magnifica humanitas" is the most direct doctrinal engagement with frontier AI from the Catholic Church to date, addressing — per the framing in Olah's response — the moral status of AI systems and the social impact of widespread automation. Anthropic responding at the co-founder level rather than via a corporate-communications statement positions the reply as a peer-institutional voice rather than a press release.

Why it matters

Framing AI as something "grown" instead of written is a recurring theme in Anthropic's safety messaging; pulling that frame into a religious-ethics conversation extends it well outside the technical audience that usually receives it. Olah explicitly widens the aperture by asking "religious communities, civil society, scholars, governments, and indeed all people of good will…to take this seriously." Whether other frontier labs match the gesture is a useful signal for how broad the industry intends to make its public dialogue as more states and supranational bodies pass AI rules over the next year.