Collection

Tag: accountability

Peer Accountability Matching: Using AI to Pair People Who Actually Help Each Other

AI can improve accountability matching by pairing people around compatible goals, schedules, and support styles, but users need consent, privacy, easy rematching, and non-punitive recovery.

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Accountability Without Surveillance: Designing AI Check-Ins Users Still Trust

AI accountability systems can make progress visible without turning coaching into surveillance by minimizing data, asking consent, and keeping check-ins user-controlled.

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