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ZENODO
Preprint . 2025
License: CC BY NC ND
Data sources: ZENODO
ZENODO
Preprint . 2025
License: CC BY NC ND
Data sources: Datacite
ZENODO
Preprint . 2025
License: CC BY NC ND
Data sources: Datacite
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Formation Windows in Artificial Intelligence: A White Paper on Critical Periods for Democratic Control

descriptionPublicationkeyboard_double_arrow_right Preprint 22 Jul 2025 English Publisher:Zenodo
Authors: Smith, Vaughan;

doi: 10.5281/zenodo.16322144 , 10.5281/zenodo.16322143

Formation Windows in Artificial Intelligence: A White Paper on Critical Periods for Democratic Control

Abstract

For Description, paste your abstract: This work is part of the MRAT™ (Manipulation Risk Assessment Tool™) framework. While published for academic purposes, the MRAT framework including software code, algorithms, detection methods, scoring systems, and AI models are protected by copyright and trademark. Commercial use, training programmes, institutional implementation, or AI software development using MRAT requires separate licensing.

Keywords

Artificial intelligence, AI development, Democratic governance, AI safety, Formation windows, MRAT, Critical periods, Democratic control

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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
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