{"id":11028,"name":"LiPPS Verify","purpose":"A system to allow users to challenge and verify mobile facial recognition matches, with an appeal process including human review, to mitigate wrongful identification and bias risks like Angela Lipps’ case.","profitable":0,"date_generated":"Monday March 2026 19:32","reference":"lipps-verify","technology_advise":["iOS","Android","Medium"],"development_time_estimation_mvp_in_hours":240,"grade":5.3,"category":"security","view_count":58,"similar_ideas":[],"source_headline":"AI facial recognition led to a grandma being wrongly jailed."}