As highlighted by industry leaders, the acute near-term peril of advanced artificial intelligence stems not from speculative autonomous self-awareness, but from malicious actors using capable dual-use models to multiply the velocity, scale, and sophistication of cyberattacks, disinformation, and chemical/biological planning.

Dual-Use Characteristics: The exact same model capabilities that assist defensive security analysts in reverse-engineering malware, synthesizing threat telemetry, or fixing software bugs can be leveraged by hostile actors to generate zero-day exploits, automate polymorphic malware variants, and orchestrate precision hyper-personalized social engineering campaigns.

This tool computes threat exposure by synthesizing MITRE ATLAS (Adversarial Threat Landscape for Artificial-Intelligence Systems) tactics against defined guardrails (input alignment filters, sandbox runtimes, anomaly rate-limiting, and human verification).