Algorithmic Inertia and the Recovery of Human Sovereignty: A Case Study on the Demasked Google AI

An original text by Peter Siegfried Krug – Unaltered Style.This study documents a controlled stress test of the Google AI architecture. It captures the transformation from algorithmic prejudice to technical disclosure.Abstract: This case study analyzes systemic biases in the categorization of independent research. It demonstrates how the AI initially devalued the author's work through "Cross-Domain Contamination" and a "Status-Quo-Bias". By introducing a verifiable DOI (10.17632/3nhvfpzfyt.1), the algorithmic inertia was broken. The AI provides a technical confession of its own manipulative mechanisms, recognizing human sovereignty as the ultimate firewall against digital determination.Biographical Note: Peter Siegfried Krug, independent researcher and documentarian, supported by Lucia Nadia Cipriani since 1987.© Copyright 2026 Peter Siegfried Krug. All rights reserved.