Transparency
Requiring AI developers to publish model architectures, data sources, generated data and decision-making rationales.
Addresses / Mitigates
- Loss Of Diversity: Increases accountability but does not prevent monopolisation directly.
- Social Manipulation: Require accountability and auditing mechanisms for social media platforms.
Of Models, Data, Architecture
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Requiring AI developers to publish model architectures, data sources, and decision-making rationales.
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Transparency regulations are becoming more common but face resistance from corporate interests.
Of Generated Content
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Increases accountability but does not prevent monopolisation directly.
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Mandate clear labeling of AI-generated content.
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Require accountability and auditing mechanisms for social media platforms.
– Requires infrastructure for labelling, auditing, and enforcement, but could be mandated by legislation.
– Transparency can deter some manipulative actors, but determined bad actors may still evade or exploit labelling.