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arXiv — cs.AI preprintsInternational21 October 2026

Falsification-proof non-market allocation mechanisms

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arXiv:2610.18625v2 Announce Type: replace-cross Abstract: Relying on manipulable characteristics to target the allocation of resources is fraught with difficulties. Naively optimal rules lead to falsification and allocative inefficiency. Optimizing the rule for allocative efficiency while accounting for falsification typically induces falsification, at a heavy cost to the agents. Moreover, falsification generates negative externalities. We characterize optimal falsification-proof rules under a broad range of falsification technologies. We also provide an honesty condition under which they solv
— arXiv — cs.AI preprints

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