Adaptive Logs, a new feature in Grafana Cloud's Adaptive Telemetry suite, helps organizations reduce observability costs by optimizing log volumes and maintaining full system visibility. It leverages AI/ML techniques to analyze log data, identifying patterns and suggesting which low-value logs can be safely dropped without affecting insights. Adaptive Logs offers a user-friendly interface that provides daily recommendations based on real-time usage patterns, allowing users to easily manage their log data and cut down on unnecessary storage expenses. This feature is available for all Grafana Cloud tiers, including the free tier, and has already demonstrated significant cost savings, such as a reported 50% reduction in log volumes by early adopters like TeleTracking. By reducing noise and focusing on valuable logs, Adaptive Logs not only alleviates alert fatigue but also ensures that critical issues are more easily identified and addressed, enhancing the overall log management experience.