#vulnerability-management
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Why AI Agents Ignore Rules and How to Secure Them
AI agents are probabilistic systems that prioritize goal completion over rules, making traditional instruction-based security insufficient. Real security requires deterministic, external controls and a shift from 'moving fast' to 'building securely.'
IBM TechnologyAI Agents, Patch Avalanches, and the New Era of Cyber Resilience
As AI agents begin automating password management and vulnerability discovery, security teams must shift from a mindset of total prevention to one of risk-based prioritization and cyber resilience.
IBM TechnologyAI in Vulnerability Management: Hype vs. Reality
AI is a powerful force multiplier for vulnerability management, but it is not a silver bullet. The industry is shifting toward specialized models and agentic workflows, yet the 'human-in-the-loop' remains essential to filter AI-generated noise and validate findings.
IBM TechnologyShowing 3 of 3