
Matteo Gaillo is a security expert specializing in analytics intelligence. He writes about the evolution of cyber threats and the role of AI in exploiting vulnerabilities. He also provides insights on cyber protection and reviews the latest cybersecurity software and tools.
Security teams are evaluating agentic AI because security operations need faster triage, investigation, and response. The appeal is clear: AI agents can work across alerts and data sources at machine speed. However, speed alone does not guarantee better decisions. For defensive AI, context
The evolution of artificial intelligence has reached a pivotal juncture where autonomous agents no longer simply answer questions but actively execute workflows across multiple software environments. This transition from passive large language models to agentic systems has opened a pandora's
The High Stakes of Entrusting National Security to Autonomous Agents The rapid transition from human-centered oversight to autonomous agentic systems represents a pivotal moment where the speed of tactical decision-making could either save lives or inadvertently invite catastrophic failure. As the
The traditional digital perimeter has dissolved into a complex web of hyper-automated vulnerabilities where malicious software no longer waits for human commands to pivot through a corporate network. As 2026 progresses, the cybersecurity landscape is witnessing a radical transformation as
The long-standing partnership between global software giants and the independent security researchers who find their flaws has reached a volatile breaking point that endangers the safety of every digital user. This delicate truce is currently facing its most severe test as the "social
The velocity at which modern cyber adversaries navigate corporate infrastructures has reached a point where traditional human-led response cycles are no longer sufficient to prevent systemic compromise. In the current digital landscape, ransomware deployments and sophisticated phishing campaigns
The velocity of modern code deployment has rendered traditional manual security audits nearly obsolete as automated pipelines push updates multiple times an hour. Developers now face a reality where the volume of code produced by generative assistants far exceeds the capacity of human security


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