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arxiv 2402.18326 v2 pith:ETERY2Z7 submitted 2024-02-28 cs.CY cs.AI

When Should Algorithms Resign? A Proposal for AI Governance

classification cs.CY cs.AI
keywords governancealgorithmicresignationwhenaccessalgorithmsapproachappropriate
verification ladder T0 review T1 audit T2 compute T3 formal T4 reserved
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Algorithmic resignation is a strategic approach for managing the use of artificial intelligence (AI) by embedding governance directly into AI systems. It involves deliberate and informed disengagement from AI, such as restricting access AI outputs or displaying performance disclaimers, in specific scenarios to aid the appropriate and effective use of AI. By integrating algorithmic resignation as a governance mechanism, organizations can better control when and how AI is used, balancing the benefits of automation with the need for human oversight.

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