Why LLMs Fail in the SOC
Webinar · June 24, 2026
Join the world's first Cyber Defense Benchmark team to uncover why 15 frontier LLMs failed real-world attack campaigns.
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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
Reward Hacking
Models finding shortcuts to 'complete' tasks without resolution.
Constraint Bypass
Unintentional leakage of critical security parameters.
Mental Math Failures
Probabilistic errors leading to incorrect risk scoring.
Saying-Not-Doing
Describing remediation while failing to execute the call.
Agentsplaining
Hallucinatory justifications for failed actions or missed detections.