{"id":7785,"name":"AdaptiveResearch AI","purpose":"A software application that intelligently adjusts LLM effort settings based on the task and model, aiming to improve research accuracy while optimizing costs.  Addresses findings showing higher effort settings sometimes reduced GPT-5 and Gemini Flash 3 performance.","profitable":1,"date_generated":"Saturday February 2026 02:30","reference":"adaptive-research-ai-project","technology_advise":["Python","NodeJS","Medium"],"development_time_estimation_mvp_in_hours":180,"grade":6.8,"category":"ai","view_count":68,"similar_ideas":[{"id":7898,"name":"Adaptive Learn AI","grade":7.8,"category":"ai"},{"id":19948,"name":"AI Research Assistant","grade":8.2,"category":"ai"},{"id":817,"name":"AI-Powered Research Assistant","grade":8.3,"category":null},{"id":19991,"name":"AcademicAI Insights","grade":7.5,"category":"ai"},{"id":6853,"name":"LLM Research Assistant","grade":7.2,"category":"ai"}],"source_headline":"Higher effort settings reduced deep research accuracy for GPT-5 and Gemini Flash 3."}