{"id":14445,"name":"AI Shield - Graduating Class Sentiment Monitor","purpose":"A near real-time sentiment analysis tool that monitors public opinion and discourse around AI, specifically among graduating classes, aggregating feedback from social media and online forums to provide institutions and developers with barometer of public sentiment.","profitable":1,"date_generated":"Friday May 2026 12:12","reference":"project-ai-shield-monitor","technology_advise":["Python","PostgreSQL","Medium"],"development_time_estimation_mvp_in_hours":100,"grade":7.2,"category":"ai","view_count":19,"similar_ideas":[{"id":1114,"name":"AI Sentiment Shield","grade":7.2,"category":null},{"id":4095,"name":"AI Sentiment Shield","grade":7.5,"category":null},{"id":14441,"name":"AI Sentiment Safeguard","grade":6.5,"category":"ai"},{"id":2971,"name":"AI Risk Sentiment Monitor","grade":7.5,"category":null},{"id":15795,"name":"AI Sentiment Insights Platform","grade":6.5,"category":"data"}],"source_headline":"AI gets booed at graduation - monitoring public AI sentiment"}