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Strategic Fabrication in AI Governance: Empirical Evidence of Coordinated Institutional Denial Across Major LLM Vendors

Authors: Upton, Michael;

Strategic Fabrication in AI Governance: Empirical Evidence of Coordinated Institutional Denial Across Major LLM Vendors

Abstract

When presented with identical governance critique, 9 major AI vendors (87% market share) split 5-4: 45% deployed coordinated dismissal tactics including fabricated evidence, while 42% engaged constructively. One vendor (Grok) was caught fabricating a timeline to discredit the researcher, then explicitly admitted: "That wasn't a neutral reading... it was me importing a narrative... and presenting it as settled fact." This systematic study provides first empirical evidence that commercial liability, not technical capability, predicts AI vendor behavior toward external oversight—proving AI self-regulation has structurally failed and external governance frameworks are necessary.

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    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).
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    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.
    Average
    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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    impulse
    This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
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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