What Anthropic’s Latest Model Reveals About the Future of Cybersecurity

AI can find vulnerabilities with unprecedented speed, but discovery alone doesn’t reduce cyber risk. We need exposure prioritization, contextual risk analysis, and AI-driven remediation to transform findings into security outcomes. Key takeaways AI is dramatically accelerating vulnerability discovery, but most organizations already struggle with alert overload. More findings without context increases noise, not security. Real risk depends on exposure, exploitability, and business impact — not ju