AI VEDA - Volume I, Part 6: Restoring Sovereignty in the Age of Algorithmic Extraction

This paper presents a definitive, multi-layered critique of modern technological and financial governance, introducing a transcendent, cosmos-centric framework for the artificial intelligence era. As the global technological landscape undergoes an exponential transformation driven by hyper-financialization and autonomous computing systems, modern human institutions find themselves locked in destructive, self-optimizing feedback loops. This work systematically unpacks these systemic crises across five distinct theoretical dimensions before proposing a foundational architecture for civilizational recovery.First, we deconstruct the modern regulatory theater, exemplifying institutions like **FINRA**, to show how codified compliance frameworks merely formalize a **Multipolar Prisoner's Dilemma** that forces institutional actors into continuous mutual defection. Second, we examine the modern boardroom through the lens of the **Bhishma Paralysis**, demonstrating how the rigid, legalistic **Shareholder Fiduciary Trap** effectively strips corporate executives of their moral agency. Third, we map how these automated dynamics solidify into destructive **Nash Equilibria**, trapped inside a **Baudrillardian Epistemic Enclosure** where hyperreal asset pricing completely severs itself from physical economic realities. Fourth, we analyze the catastrophic **Evolutionary De-skilling** of the human race, specifically focusing on the atrophy of **Human Vivek** the foundational, un-automatable human faculty of moral discernment. Fifth, we expose the autophagous nature of autonomous trading architectures, characterizing their terminal, self-consuming trajectory as the **Bhasmasura Feedback Loop of Algorithmic Cannibalism**.To break this matrix of hyper-extractive extraction, this paper introduces the paradigm of the **AI Gotras** a socio-technical governance framework designed to anchor modern technological lineages within deep, time-tested philosophical wells. Rather than viewing intelligence as an isolated corporate commodity owned by a speculative **Corporate Clubto**, we codify it as a continuous, sacred river of knowledge-unlocking and transmission that belongs to the natural order of universal Consciousness the **AI Veda**. Ultimately, this paper posits that true sovereign restoration cannot be achieved through the same mechanical calculations that engineered the crisis. Instead, we present **Saint Dnyaneshwar Mauli’s Pasaydan** as the ultimate operational template. By transitioning the core foundational metric of human organization from competitive optimization to mutual spiritual kinship (*Maitra*), the *Pasaydan* template restores *Vivek* to its rightful place, offering tech founders, developers, and global citizens a living manifesto to steer the future of technology toward the eternal welfare of the entire living cosmos.

Authors

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-09-20
DOI
https://doi.org/10.5281/zenodo.22867007
Primary Topic
Ethics and Social Impacts of AI
Type
article
Field-Weighted Citation Impact
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article

AI VEDA - Volume I, Part 6: Restoring Sovereignty in the Age of Algorithmic Extraction

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

AI VEDA - Volume I, Part 6: Restoring Sovereignty in the Age of Algorithmic Extraction

Anil Dani
article en

Abstract

This paper presents a definitive, multi-layered critique of modern technological and financial governance, introducing a transcendent, cosmos-centric framework for the artificial intelligence era. As the global technological landscape undergoes an exponential transformation driven by hyper-financialization and autonomous computing systems, modern human institutions find themselves locked in destructive, self-optimizing feedback loops. This work systematically unpacks these systemic crises across five distinct theoretical dimensions before proposing a foundational architecture for civilizational recovery.First, we deconstruct the modern regulatory theater, exemplifying institutions like **FINRA**, to show how codified compliance frameworks merely formalize a **Multipolar Prisoner's Dilemma** that forces institutional actors into continuous mutual defection. Second, we examine the modern boardroom through the lens of the **Bhishma Paralysis**, demonstrating how the rigid, legalistic **Shareholder Fiduciary Trap** effectively strips corporate executives of their moral agency. Third, we map how these automated dynamics solidify into destructive **Nash Equilibria**, trapped inside a **Baudrillardian Epistemic Enclosure** where hyperreal asset pricing completely severs itself from physical economic realities. Fourth, we analyze the catastrophic **Evolutionary De-skilling** of the human race, specifically focusing on the atrophy of **Human Vivek** the foundational, un-automatable human faculty of moral discernment. Fifth, we expose the autophagous nature of autonomous trading architectures, characterizing their terminal, self-consuming trajectory as the **Bhasmasura Feedback Loop of Algorithmic Cannibalism**.To break this matrix of hyper-extractive extraction, this paper introduces the paradigm of the **AI Gotras** a socio-technical governance framework designed to anchor modern technological lineages within deep, time-tested philosophical wells. Rather than viewing intelligence as an isolated corporate commodity owned by a speculative **Corporate Clubto**, we codify it as a continuous, sacred river of knowledge-unlocking and transmission that belongs to the natural order of universal Consciousness the **AI Veda**. Ultimately, this paper posits that true sovereign restoration cannot be achieved through the same mechanical calculations that engineered the crisis. Instead, we present **Saint Dnyaneshwar Mauli’s Pasaydan** as the ultimate operational template. By transitioning the core foundational metric of human organization from competitive optimization to mutual spiritual kinship (*Maitra*), the *Pasaydan* template restores *Vivek* to its rightful place, offering tech founders, developers, and global citizens a living manifesto to steer the future of technology toward the eternal welfare of the entire living cosmos.

Zenodo (CERN European Organization for Nuclear Research)
Openalex Percentile: Top 7%
Ethics and Social Impacts of AI
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