Tactical Optimization

Description

AI is used to improve timing, impact, concealment, messaging, logistics, or media effect.

Rationale

Tactical optimization — using AI to improve impact, reduce detectability, or improve planning logistics — reflects a degree of operational seriousness that distinguishes planners from people with ideation. Optimization behavior suggests the person has moved past the question of whether to act and is addressing the question of how.

Evidence Base

• Inside a Mass Shooter’s Harrowing History With ChatGPT

  Mark Follman, 2024. Inside a Mass Shooter’s Harrowing History With ChatGPT. Mother Jones.

  News / journalism

• “God has helped us, and so will AI”: How the Terrorist Group Boko Haram Uses Frontier AI

  Antonia Juelich, 2026. “God has helped us, and so will AI”: How the Terrorist Group Boko Haram Uses Frontier AI. Frontier AI Working Paper Series, No. 1/2026.

  AI company report

• Increasing Threats of Deepfake Identities

  Tina Brooks et al., 2024. Increasing Threats of Deepfake Identities. Government / agency report.

  Government / agency report