The QGI Blog
Technical deep dives, architecture explainers, and the occasional opinion piece. Written by the people building the Q-Prime model, the QAG Engine, and the rest of the stack — so the reasoning behind the product is always on the record.
Also read
Custom AI and context engineering become valuable when they are turned into an operating system: coding agents, local models, GitHub workflows, synthetic content, and QAG escalation for regulated decisions.
Dr. Sam Sammane
The QGI stack replaces retrieval-augmented generation with Quantum-Augmented Generation. Here is how each of the five layers — Q-Prime, QAG Engine, Qualtron, QGM (Quantum Graph Memory), Neural Symbolic Agents — removes a specific class of probabilistic failure from regulated decisions.
Dr. Sam Sammane
Q-Prime ships on HuggingFace as a managed-access model card, not a weights download. For regulated customers, that turns the license into a chain of custody: you can always prove whose Q-Prime produced which decision.
Dain Ehring
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