{"id":15100,"name":"AI-Preparedness Diagnostic","purpose":"A diagnostic tool for educational institutions to assess their students' mathematical preparedness in light of increasing AI usage in coursework, providing targeted learning recommendations.","profitable":1,"date_generated":"Sunday June 2026 13:06","reference":"project-ai-preparedness-diagnostic","technology_advise":["Python","Medium","SQLite"],"development_time_estimation_mvp_in_hours":180,"grade":7.2,"category":"education","view_count":23,"similar_ideas":[{"id":15096,"name":"AI-Preparedness Early Warning System","grade":7.2,"category":"education"},{"id":4464,"name":"AI Preparedness Risk Assessment","grade":8.1,"category":null},{"id":4471,"name":"AI Preparedness Simulation Engine","grade":8.2,"category":null},{"id":4457,"name":"AI Preparedness Platform","grade":8.2,"category":null},{"id":8508,"name":"AI-Resistant Education Assessment","grade":6.9,"category":"education"}],"source_headline":"Failing CS grades soar at UC Berkeley with greater AI usage."}