Johnny Shaieb, Chief Architect at IBM, shares insights on vulnerability databases and the evolution of Qualys. He explains the difference between vulnerability management and exposure management, emphasizing the shift towards Continuous Threat Exposure Management. The focus is on managing risk and the importance of governance in vulnerability management. The session wraps up with a discussion about Johnny’s academic journey and future goals.