Cybersecurity

What changes for cybersecurity with AI?

Who's liable for a breach an AI security agent missed or misclassified?

How does a CISO's risk calculus change when both attackers and defenders run autonomous AI agents?

What happens to junior security hiring when AI eats the entry-level triage rung?

Does human penetration testing still matter when AI can run continuous automated red-teaming?

Is the Tier-1 SOC analyst job already gone now that AI triages the alert queue?

Is human threat-intelligence analysis still worth doing manually, or is AI synthesis good enough now?