An open-source rating system that aggregates user feedback, security audits, and reliability certifications to provide a transparent 'trust score' for AI collaboration tools. This helps users make informed decisions about which tools to rely on and when to opt for alternatives. Post-Collapse, this system helps the ecosystem learn from AI Failures.