Targeting and early warning systems now integrate AI to synthesize massive datasets of imagery and video. Johns Hopkins researchers warn that automating these combat functions risks rapid, unintended escalation. This shift removes human deliberation from critical kill chains. Practitioners must now prioritize fail-safes to prevent algorithmic errors from triggering kinetic conflicts.