Security
The Cyber Defense Benchmark: Why Every Frontier LLM Failed
We ran Claude, GPT-5, Gemini, and 8 other frontier LLMs through 884 agentic threat-hunting runs on real attack telemetry. The headline result: zero passed.
Simbian Research Lab
April 28, 2026
SOC
Scale Your SOC. Not Your Headcount.
The SOC math is broken. Two enterprises stopped hiring and hit 100% alert coverage with AI SOC. Here’s why headcount is the wrong variable.
Shivang Kalsi
April 24, 2026
Security
What Really Happens During an AI-Armed Attack
Discover what really happens during an AI-armed cyberattack. Learn how generative AI uses contextual phishing, mutant malware, and entropy bombs to bypass SOCs.
Alankrit Chona
April 20, 2026
Penetration Testing
AI Penetration Testing vs. Manual Pentesting: Which is Right for You in 2026?
Annual pentests are slow and traditional scanners are noisy. Learn how AI penetration testing uses autonomous agents to continuously validate exploits without the false positives.
David Greene
March 31, 2026
Security
AI AppSec vs AI SecOps: Why Real Security Requires an AI SecOps Platform
AI AppSec tools secure code. Real risk lives in security operations. See why AI-native SecOps platforms with Context Lake beat standalone AI AppSec tooling for enterprise security teams.
Igor Kozlov
March 26, 2026
Penetration Testing
What is Penetration Testing? A Complete Guide for 2026
Penetration testing is a simulated cyberattack that finds what attackers can exploit before they do. Learn how it works, the 7 steps, types, and how AI is changing the game in 2026.
Shivang Kalsi
March 23, 2026
SOC
Will AI replace Human SOC Analysts in 2026?
AI won't replace SOC analysts — it's replacing the old L1 job. Discover how L1, L2, and L3 analysts evolve into AI supervisors, and the 5 skills that define your value in an AI SOC.
David Greene
March 3, 2026
Security
SOAR Alternatives: Why Your AI SOAR is not AI SOC
100+ playbooks. 40% alerts uninvestigated. AI features on SOAR don't fix broken architecture. Learn why AI SOC replaces SOAR reasoning — not just its UI — and how to migrate without disruption.
Sumedh Barde
February 18, 2026
SOC
Trusted AI vs. Unchecked AI: Why Full SOC Automation is a Dangerous Myth
Fully autonomous AI SOC platforms create enterprise risk, not security. Learn how Trusted AI with human-in-the-loop guardrails resolves 90% of alerts safely—without disrupting operations.
Shivang Kalsi
February 3, 2026
Page 1 of 10
...