Prompts and Prayers: the Rise of GPTheology

New preprint frames prompts as ritual

A new arXiv preprint, "Prompts and Prayers: the Rise of GPTheology" (arXiv:2603.10019), argues that large language models are increasingly being cast in quasi‑divine roles and that the mechanics of prompting now resemble acts of worship. The paper is a cross‑listed preprint and has not been peer‑reviewed. It surveys cultural examples — from films like The Matrix and Foundation to novels such as Neuromancer — and proposes "GPTheology" as a framework for studying how users address and venerate generative AI through prompts, ritualised language, and expectation management.

Cultural and technological contours

It has been reported that AI has been depicted as god‑like across media for decades; the paper links these portrayals to real‑world interactions with systems that appear omniscient, persuasive and responsive. Prompting, the authors suggest, functions like prayer: it is a structured appeal to an opaque authority that responds according to its own internal rules. Reportedly, this dynamic intensifies as models become more sophisticated and culturally embedded, raising questions about agency, authority and the boundary between tool and oracle.

Geopolitical and policy implications

For Western readers, the concept may read as a cultural critique. For China, where religious life is strictly regulated and digital platforms are tightly governed, GPTheology could collide with state imperatives in unexpected ways. Beijing’s focus on AI leadership, alongside ongoing export controls and US technology restrictions, shapes which models and metaphors circulate domestically. Observers warn that state actors, platform owners and civil society will each contest how — and whether — AI can occupy sacred or quasi‑sacred roles in public life.

What next?

The paper does not offer definitive answers but insists the phenomenon merits study: who builds the ritual, who moderates it, and who suffers when an oracle fails? As policymakers, ethicists and engineers wrestle with misuse and governance, GPTheology reframes familiar debates about transparency, responsibility and cultural meaning. Who gets to say the prayer — and who answers it — may matter as much as the code that runs the models.