{"id":3171,"name":"Fake News Sentinel","purpose":"A browser extension and desktop application that analyzes online content, particularly videos on platforms like YouTube, to identify and flag potentially fake or AI-generated narratives. Leverages machine learning to detect patterns associated with disinformation campaigns and provide users with credible information sources.","profitable":1,"date_generated":"Saturday December 2025 20:11","reference":"fake-news-sentinel","technology_advise":["Python","JavaScript","PostgreSQL","Difficult"],"development_time_estimation_mvp_in_hours":320,"grade":8.3,"category":null,"view_count":38,"similar_ideas":[],"source_headline":null}