The 'human in the loop' metaphor in AI systems enables 'humanwashing' by obscuring actual oversight processes and outcomes.
Frontiers in Computer Science , VOLUME=
3 Pith papers cite this work. Polarity classification is still indexing.
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Models human-AI delegation as a decision process that scales to collective equilibria, identifying sociotechnical lock-in as a prisoner's dilemma that degrades epistemic standards absent communicative and institutional safeguards.
The paper proposes six interconnected elements of a design space to close the synergy gap in human-AI decision-making.
citing papers explorer
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Humanwashing -- It Should Leave You Feeling Dirty
The 'human in the loop' metaphor in AI systems enables 'humanwashing' by obscuring actual oversight processes and outcomes.
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The Human-AI Delegation Dilemma: Individual Strategies, Collective Equilibria and Sociotechnical Lock-in
Models human-AI delegation as a decision process that scales to collective equilibria, identifying sociotechnical lock-in as a prisoner's dilemma that degrades epistemic standards absent communicative and institutional safeguards.
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Addressing the Synergy Gap: The Six Elements of the Design Space
The paper proposes six interconnected elements of a design space to close the synergy gap in human-AI decision-making.