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Why the best LLMs are not enough for the AI SOC

ID: 3ba7187e-3d86-5513-ae09-cfb4afcb3218

STIX ID: report--3ba7187e-3d86-5513-ae09-cfb4afcb3218

Feed Name: Intezer Blog

Date Published: 2025-09-12

Date Updated: 2026-04-28

Author: Zev Schonberg

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This blog explains how AI SOC platforms benefit from combining deterministic, rule-based analysis for accuracy and repeatability with LLM-driven reasoning for context and intent, arguing that a hybrid approach outperforms either method alone. It details strengths and limitations of each, addresses cost and scalability considerations, and promotes Intezer’s platform that merges deterministic “guardrails” with AI “intuition,” along with built-in threat intelligence and integrations.

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