RBX Labs is building Network Guardian, a system that helps users, applications, and AI agents assess Wi-Fi trust before connecting. We aim to share anonymized, privacy-preserving datasets capturing real-world network signals such as stability, DNS anomalies, latency, and trust indicators across environments like public Wi-Fi and campuses. Our goals are to: • Contribute to open, user-aligned infrastructure for network trust • Support research in AI safety and real-world system evaluation • Enable privacy-first tools for better network decision-making All data will be aggregated and anonymized, with no personally identifiable or sensitive information. We are interested in supporting a more transparent and trustworthy internet through open collaboration.