{"id":20809,"name":"LiabilityGuard AI","purpose":"A risk assessment and mitigation platform for AI developers. Addresses the concerns of AI over-regulation by providing a framework for identifying and documenting potential harms caused by AI systems, facilitating accountability and liability assignment. Includes tools for bias detection, explainability generation, and impact forecasting.","profitable":1,"date_generated":"Thursday August 2026 19:45","reference":"liabilityguard-ai-project","technology_advise":["Python","Medium","PostgreSQL","Medium"],"development_time_estimation_mvp_in_hours":180,"grade":7.8,"category":"security","view_count":1,"similar_ideas":[{"id":72,"name":"AI Liability Shield","grade":8.1,"category":null},{"id":7616,"name":"PolicyGuard AI","grade":7.2,"category":"security"},{"id":13959,"name":"PolicyGuard AI","grade":8.2,"category":"security"},{"id":9591,"name":"Guardian AI Safety Auditor","grade":8.2,"category":"ai"},{"id":14801,"name":"xAI Liability Shield","grade":8.1,"category":"security"}],"source_headline":"Debates over AI consciousness are a trap"}