Specialised AI Outperforms General LLMs

Specialised AI Outperforms General LLMs

28 March 2026

What happened

Matthew Harvey Sanders' company, Longbeard, developed Magisterium AI, a Catholic AI model, by scanning nearly 30,000 sacred works, including papal encyclicals and doctrinal writings, into a large language model dataset using robotic scanners and AI-powered software called Vulgate. Concurrently, Gloo evaluated leading AI models (Grok, OpenAI, Meta, DeepSeek) on human flourishing principles, finding scores over 80/100 for fact-based categories like finance but an average of 48/100 for faith, where models struggled with concepts such as sin and grace.

Why it matters

The emergence of highly specialised AI models like Magisterium AI demonstrates a clear mechanism for achieving depth and accuracy in complex, nuanced domains. For architects and founders, this indicates that general-purpose models face inherent constraints in handling abstract, non-factual domains, necessitating custom training on extensive, curated datasets for applications requiring specific worldviews or theological perspectives. This follows recent discussions around AI discernment, highlighting the need for domain-specific knowledge to move beyond generic outputs.

AI generated content may differ from the original.

Published on 28 March 2026

Subscribe for Weekly Updates

Stay ahead with our weekly AI and tech briefings, delivered every Tuesday.

Specialised AI Outperforms General LLMs