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Research questionHow can legal and technical communities turn EU AI Act implementation evidence into consistent, adaptive oversight?Implementation evidence is produced by communities with different vocabularies, practices, and responsibilities. Fragmentation makes it difficult to develop shared interpretations, conduct consistent oversight, and adapt governance as AI technologies evolve.
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Latest papersRecent research connected to this question, newest first.MARLA: A Conceptual Scaffold for Regulatory Learning under the EU AI ActThe source presents a non-prescriptive conceptual scaffold for organizing regulatory learning around the implementation of legal requirements in socio-technical practices. It is illustrated through two piloted case studies and a prospective national-to-European example; the evidence does not establish a validated operational procedure.research paper · Sep 4, 2026
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