In an era where data is plentiful and encouraged for AI models but clear next steps to move the needle are scarce, security teams were overwhelmed by the sheer magnitude of vulnerabilities identified. Today they are so accustomed to the high volume - some have given up. In this pointed keynote we’ll touch on why a modern approach is needed for vulnerability management, why validation matters, and the critical role exposure validation has to play. As many discuss the benefits of a continuous approach, focusing on exposures, and bringing together all means of assessment data; there is a familiar challenge looming once again. The challenge of exposure data piling up high, and the need to connect these inputs with action. Join this session hear how to Picus cuts through the complicated petabytes of disjointed data and why exposure validation is needed to build continuous exposure management.