SCHOLARLY PAPERS
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Ideas:
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Current research focuses on institutional AI governance, operational decision thresholds, and governance architectures for consequential organizational action under machine influence. Ongoing work examines Reliance Authorization, deployer accountability, verification structures, and the operational conditions under which AI-assisted systems may appropriately inform or authorize institutional action within accountable decision environments.
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