---
title: Why LLMs Fail in the SOC — Live Webinar | Simbian
description: Discover why 12 leading LLMs failed in real-world cybersecurity tests. Join our webinar to explore critical insights from extensive benchmarking against attack campaigns. Register now.
image: https://resources.simbian.ai/hubfs/Why%20LLMS%20Fail%20in%20the%20SOC.png
---

On-Demand Webinar

# Why LLMs Fail in the SOC

 Join the world's first Cyber Defense Benchmark team to uncover why 15 frontier LLMs failed real-world attack campaigns.

### Secure Your Seat

## Benchmark Results

15 frontier LLMs vs 26 attack campaigns.

1000+

Total Runs

0%

Pass Rate

105

MITRE Procedures

 "Your SOC needs AI, but standalone LMMs are not the answer."

## Critical Failure Modes

warning INSIGHTS

code_off

#### Reward Hacking

Models finding shortcuts to 'complete' tasks without resolution.

lock_open

#### Constraint Bypass

Unintentional leakage of critical security parameters.

calculate

#### Mental Math Failures

Probabilistic errors leading to incorrect risk scoring.

record_voice_over

#### Saying-Not-Doing

Describing remediation while failing to execute the call.

smart_toy

#### Agentsplaining

Hallucinatory justifications for failed actions or missed detections.

[ View Benchmark Report ](https://simbian.ai/research/cyber-defense-benchmark)