AI Security
Machine Learning
SOC
Future of Security
Is AI the Future of Cybersecurity?
January 12, 20258 min read


Anomaly Detection has limitations when used in cybersecurity applications. Learn how human oversight and baseline management can mitigate these limits for a more efficient, capable, and accurate process.
If AI is making security decisions inside your environment, who's accountable when it's wrong? Alina Marcu, PhD, on why AI in the SOC needs a Trust Layer — grounded decisions, governed agentic investigations, and the architecture CISOs need before the board asks what happened.
SOAR hit its ceiling. Playbook sprawl, LLM inconsistency, and headcount-driven scaling broke the model. Here's what the next layer of SOC automation looks like.