{"id":7571,"name":"Adaptive Social Media Safety Shield","purpose":"A platform employing AI to dynamically analyze social media content and flag potentially addictive design patterns, specifically targeting concerns around children's usage.  Provides insights to parents and advocates.","profitable":0,"date_generated":"Wednesday February 2026 01:52","reference":"project-social-shield","technology_advise":["Python","PostgreSQL","Difficult"],"development_time_estimation_mvp_in_hours":300,"grade":6.2,"category":"security","view_count":39,"similar_ideas":[{"id":11201,"name":"Social Media Toxicity Alert","grade":7.2,"category":"social"},{"id":10854,"name":"Sentiment Shield","grade":7.8,"category":"mobile"},{"id":2635,"name":"YouthShield Parental AI","grade":7.8,"category":null},{"id":2576,"name":"YouthShield AI","grade":7.5,"category":null},{"id":8824,"name":"PrivacyShield AI","grade":7.8,"category":"mobile"}],"source_headline":"At the Meta and YouTube trial, plaintiff’s lawyer says social media is ‘addicting the brains of children’"}