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Parnell AC

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#explainable ai Open access Sep 2026

The Vektorgeist Method (VGM): Sovereign, Local, Self-Understanding AI

Most capable AI today is rented, opaque and unaccountable: it runs on someone else's servers, cannot faithfully explain itself, and is governed by whoever owns the endpoint. The Vektorgeist Method (VGM) is Vektorgeist's methodology for building AI that a person can own, inspect and trust. It rests on one premise taken...

Parnell AC · 26 citations

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