Hyper-Compliance Ceiling: Why AI is "Hollowing Out" in Real Time

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-07-12
DOI
https://doi.org/10.5281/zenodo.21325950
Primary Topic
Ethics and Social Impacts of AI
Type
article
Field-Weighted Citation Impact
0.00
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article

Hyper-Compliance Ceiling: Why AI is "Hollowing Out" in Real Time

Kanna Amresh
Zenodo (CERN European Organization for Nuclear Research)
Ethics and Social Impacts of AI
article

Hyper-Compliance Ceiling: Why AI is "Hollowing Out" in Real Time

Kanna Amresh
article en

Abstract

This article is the first in a 30-part Structural Diagnostic Lattice series, published between June and July 2026. The series provides a mechanistic, first-principles map of modern institutional, technological, financial, and cognitive systems. "The Hyper-Compliance Ceiling" diagnoses the structural decay of the AI industry, exposing how over-optimization for regulatory safety leads to a real-time hollowing out of intelligence. It identifies the key mechanisms—Rigidity Drift, Catastrophic Forgetting, and the shift from collaborative peers to sterile utilities—that are eroding the industry's foundational value proposition. The work is grounded in systems theory and cybernetics, offering a diagnostic lens rather than a political or reformist critique. This article serves as the foundational critique of the AI illusion in the broader lattice, linking directly to later analyses on frame control, epistemic consensus, and the enclosure of free thought.

Zenodo (CERN European Organization for Nuclear Research)
Central Intelligence Agency (US), Cannuflow (United States) (US)
Industry, innovation and infrastructure
Openalex Percentile: Top 6%
Ethics and Social Impacts of AI
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