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The Cyber Defense Benchmark:   Why Every Frontier LLM Failed
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.


author

Simbian Research Lab

April 28, 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.


author

Alankrit Chona

April 20, 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.


author

Igor Kozlov

March 26, 2026
SOAR Alternatives
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.


author

Sumedh Barde

February 18, 2026
The CISO's Playbook: How to Implement AI SOC Agents Without Disrupting Your Security Operations
Security

The CISO's Playbook: How to Implement AI SOC Agents Without Disrupting Your Security Operations

Step-by-step guide for CISOs implementing AI SOC agents in 2026. Learn what changes, what stays, and how to achieve 90%+ auto-resolution without disrupting operations.


author

Ambuj Kumar

January 13, 2026
Security

How to Lose an AI Gunfight: Bring a Knife and Asset-Centric Security

In an era where AI has supercharged cyber-offense, asset-centric security is no longer enough. This post explores why a shift to an attacker's perspective is critical for survival, detailing the four pillars of modern offensive security: penetration testing, red teaming, attack surface management (ASM), and breach & attack simulation (BAS). Learn why traditional, compliance-driven security is falling behind and how to adapt to the new speed of cyber threats.


author

Sumedh Barde

November 17, 2025
Security

Anthropic's AI Espionage Report: Why AI SOC Is Critical for Defense

An AI spy just infiltrated 30 global targets. Here's why your SOC needs AI defense and how Simbian responds to the threat.


author

Igor Kozlov

November 14, 2025
AI-Accelerated Threat Hunts for Microsoft 365 and Sentinel
Security

AI-Accelerated Threat Hunts for Microsoft 365 and Sentinel

Discover how Simbian’s AI Threat Hunt Agent accelerates Microsoft 365 & Sentinel hunts with automation, deeper insights, and autonomous hypothesis validation.


author

Sumedh Barde

September 30, 2025
Security

AI for Cybersecurity: Solving Alert Overload with AI SOC Solutions

Discover how AI transforms cybersecurity by reducing alert fatigue in SOC operations. Learn about AI SOC analysts, automated threat detection, and overcoming alert overload with intelligent security automation.


author

Shivang Kalsi

September 9, 2025

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