When Initial Access Becomes Industrialized
CISA’s latest KEV entries for actively exploited Joomla vulnerabilities are more than another patching story. They illustrate how automated, increasingly AI-assisted cyber operations are transforming Internet-facing applications into the preferred layer for industrialized initial access.
Experience Substitution Bias
AI can generate knowledge. It cannot generate experience. As organizations increasingly rely on AI for analysis and decisions, they risk losing the tacit judgment that underpins resilience. Experience Substitution Bias may become one of AI governance’s most overlooked risks.
Agentic Ransomware Is Not the Future. It Has Already Arrived.
Agentic ransomware marks a shift from automated malware to autonomous cyber operations. The real risk is not smarter encryption—it is AI-driven decision-making that reduces attacker cost, increases speed and challenges every assumption behind modern enterprise defence.