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Preprint . 2026
License: CC BY
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image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/
ZENODO
Preprint . 2026
License: CC BY
Data sources: ZENODO
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Preprint . 2026
License: CC BY
Data sources: Datacite
ZENODO
Preprint . 2026
License: CC BY
Data sources: Datacite
ZENODO
Preprint . 2026
License: CC BY
Data sources: Datacite
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The Human Victim Defense Framework: Legal Architecture for Autonomous AI Harm

Authors: Roshan George, Thomas;

The Human Victim Defense Framework: Legal Architecture for Autonomous AI Harm

Abstract

This paper presents the Human Victim Defense Framework (HVDF) — the first complete architecture addressing all five dimensions. The framework encodes ten hypotheses, nine operational mechanisms, ten coined terms, and one new professional archetype. Every mechanism activates, anchors to, or routes through existing legal infrastructure. No mechanism creates new enforcement authority. The framework is model law ready, technology-agnostic by constitutional design, and grounded in the ASI Governance Canon (non-dominance invariant, constraint-before-capability) and the Temporal Stewardship Synthetic Integrity framework (longitudinal behavioral drift as the central failure mode, witness-not-authority as the correct stewardship posture).

Keywords

AI Governance, Behavioral Identity Continuity, Residual Principalless Harm, Trajectory Evidence Standard, Autonomy Threshold Doctrine, Model Law, Surrogate Drift Liability, Autonomous AI Harm, Refusal-Capable Institution, Pre-Crystallization Window

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    popularity
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    influence
    This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average
Green
Fields of Science
Fields of Science