What is Genetic AI, and how is it different from an LLM?

Short answer: Genetic AI is Cyber Crucible's purpose-built security AI. It models how programs behave — in memory, across processes, and against files — and detects malicious deviations in real time. It is not a large language model; LLMs analyze text patterns, which is a different problem entirely. 
 What makes it different 
 
 Purpose-built for security , not adapted from a general text model. 
 Behavioral, not signature-based — no signatures, no threat intelligence feeds, no waiting for someone else to discover the attack first. 
 Fully autonomous — traditional tools rely on human-machine teaming; Genetic AI decides and acts on its own. 
 Pre-execution — it blocks malicious behavior before it runs, rather than describing it afterward. 
 
 Vertical AI 
 Genetic AI is an example of vertical AI: artificial intelligence customized for the specific challenges of one sector rather than general-purpose reasoning. In security, that specialization is what allows a sub-200-millisecond decision on intent. 
 The results are measurable — Cyber Crucible has stopped multiple zero-day attacks on customer networks up to 90 days before any other vendor reported or responded to them.