GPT Can’t Trace an Attack Chain. A Purpose-Built Cybersecurity LLM Can.

This whitepaper-style blog post argues that domain-specific, purpose-built cybersecurity LLMs outperform general-purpose models for SOC investigation workflows, summarizes industry workforce and AI adoption statistics, cites Cisco validation of a security-trained model, and promotes D3 Security’s Morpheus AI platform—highlighting attack path discovery, runtime playbook generation, self-healing integrations, and human-in-the-loop oversight—without describing any actual security incident.