Cybersecurity.
How AI changes the work of defending systems, and the skills that now sit beside security.
Cybersecurity
Incident Response When the Attacker Also Uses AI
Attackers can now draft phishing messages, scripts and reports quickly. Response plans need faster triage and clearer decision points.
Cybersecurity
A Skills Roadmap for Security Professionals Moving Into AI
Security experience transfers well. The new skills are model behavior, data handling and building evaluations for AI features.
Cybersecurity
Cloud Misconfiguration Is Still the Quiet Risk
Public storage and overly broad roles are among the most common causes of cloud incidents, and AI tools make both easier to create at speed.
Cybersecurity
Zero Trust, Restated for AI Tools
Zero trust means no request is trusted by default. For AI tools that includes the model's own outputs and the documents it reads.
Cybersecurity
Summarizing Threat Intelligence Without Losing Accuracy
A model can compress a threat report in seconds and drop the detail that mattered. Summaries need checking against the source.
Cybersecurity
Vulnerability Triage When the Reports Keep Coming
More findings arrive than teams can fix. Triage is the skill of deciding what is reachable, exploitable and important in your environment.
Cybersecurity
Security Champions Inside Product Teams
Security scales when people in product teams own the basics. A champion program makes that ownership specific and supported.
Cybersecurity
An Acceptable Use Policy for Staff Using AI Tools
A clear policy tells staff which data can go into which tools, and why. Short rules with reasons get followed more reliably than long lists.
Cybersecurity
The Security Skills That Still Need a Human
Automation handles repetition well. Judgment about intent, context and consequence still belongs to people, and it is worth developing on purpose.
Cybersecurity
Security Awareness Training That Covers AI-Written Scams
Spelling mistakes used to be a warning sign. Training now has to focus on requests, urgency and unusual channels.
Cybersecurity
Output Filters Are Not a Security Boundary
Filtering a model's answers can reduce embarrassment. It does not stop a system from taking an action it was permitted to take.
Cybersecurity
Measuring Jailbreak Resistance Honestly
A single test prompt says little. Honest measurement uses a range of attempts, reports failure rates with their conditions and retests after every change.
