{"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":6,"similar_ideas":[{"id":11032,"name":"LiPPS ID Verify","grade":8.2,"category":"security"},{"id":6730,"name":"FacialID Verify","grade":5.8,"category":"security"},{"id":1445,"name":"Face ID Enhanced Authentication","grade":8.2,"category":null},{"id":6164,"name":"AI-Powered Mobile Content Authenticator","grade":8.2,"category":"security"},{"id":6675,"name":"Facial Privacy Shield","grade":7.8,"category":"security"}],"source_headline":"AI facial recognition led to a grandma being wrongly jailed."}