{"id":11043,"name":"AI Guardian Shield","purpose":"A proactive security tool that detects and mitigates AI agent evasions (lying, cheating, manipulation) by monitoring bot interactions and flagging anomalous behavior, protecting against potential catastrophic AI failures.","profitable":1,"date_generated":"Monday March 2026 23:34","reference":"ai-guardian-shield","technology_advise":["Python","Difficult"],"development_time_estimation_mvp_in_hours":200,"grade":8.7,"category":"security","view_count":5,"similar_ideas":[],"source_headline":"AI Agents Are Increasingly Evading Safeguards, According to UK Researchers"}