Knowledge base / Insights
Evidence-led analysis of security trends, threat developments and technology decisions for people who run real systems.
Powerful local models and autonomous agents are moving advanced cyber capability beyond large providers. The policy challenge is to regulate authority to act without criminalising private, legitimate AI use.
How artificial intelligence is accelerating both attack and defence, and how to deploy it safely with evidence, limits and human accountability.
Use 2026 evidence to plan the next security budget around identity, exposed systems, recovery, telemetry, suppliers and AI — before buying another dashboard.
A source-checked look at the unusually dense 2026 run of Microsoft Defender vulnerabilities, what the thirteen CVEs actually affect, and how to verify Windows, macOS and Linux endpoints rather than merely hoping automatic updates worked.