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Why AI's 'choices' might not be choices at all

Eugene Yu Ji

May 27, 2026

When AI mediates important decisions—hiring, healthcare, loans—people feel they're choosing, but the system narrows options and obscures trade-offs, leaving them less capable of genuine agency. The authors argue AI should be judged not on optimizing outcomes but on protecting people's capacity to form and contest their own goals. For disadvantaged groups, this illusion can be particularly damaging, steering behavior down misdirected paths while foreclosing better alternatives.
Published as The Illusion of Opting in AI-Mediated Consequential Decisions arXiv:2605.28210
Read the original paper →