
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.
The paradox of modern cybersecurity lies in the reality that while technological visibility is at an all-time high, the fundamental metrics of defense—such as Mean Time to Remediate—frequently fail to improve at the same pace. This discrepancy highlights the execution gap, which is the manual, fra
The transition from securing hard physical perimeters to safeguarding the fluid concept of digital trust represents the most significant paradigm shift in corporate cybersecurity since the dawn of the internet. This evolution is necessitated by a fundamental change in adversary behavior, where the
The integration of agentic artificial intelligence into core enterprise workflows has moved far beyond the experimental phase, creating a landscape where software no longer merely suggests actions but executes them autonomously. This shift represents a fundamental departure from the traditional
Malik Haidar has spent years in the trenches of multinational corporations, balancing the scales between technological innovation and the cold reality of cyber threats. As an expert who bridges the gap between deep technical analytics and high-level business strategy, he understands that security
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


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