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LEARNING PATH // SECURITY LEARNERS, POLICY READERS, SIMULATION DESIGNERS, AND ANALYSTS

AI Kill Chain Evidence, Control, and Defense

Separate three meanings of AI kill chain, analyze function-specific authority, follow defensive interruption points, and design safe instructional simulations.

Estimated total: 215 minutes

REAL-WORLD INTERPRETIVE Editorial synthesis or explanation derived from sources and explicitly open to correction.
Confidence
Moderate
Review
Editorial curation

Source boundary

This learning path is repository-authored curation of public educational routes. It records no participant testing, accepts no files or free text, sends no choices to a remote service, and grants no source authentication, specialist approval, accessibility certification, publication authority, operational authority, activation authority, production approval, or tuning authority.

REAL-WORLD INTERPRETIVE
02

Terms and Analytical Boundaries

Definitions for kill chain, kill web, AI-enabled function, autonomy, evidence stage, human control, and defensive interruption.

/psyops/ai-kill-chains/terms-and-analytical-boundaries
REAL-WORLD INTERPRETIVE
03

Attacks Against AI Systems: Lifecycle Defense

A non-operational defensive model of Recon, Poison, Hijack, Persist, Impact, and the Iterate/Pivot loop in agentic systems.

/psyops/ai-kill-chains/attacks-against-ai-systems
REAL-WORLD INTERPRETIVE
04

AI-Enabled Military Targeting: Functions, Authority, and Risk

A neutral, non-operational explanation of where AI can assist sensing, fusion, classification, prioritization, assignment, guidance, and assessment—and why those functions do not all transfer the same authority.

/psyops/ai-kill-chains/ai-enabled-military-targeting
REAL-WORLD INTERPRETIVE
05

Human Control Across the Lifecycle: Who Still Decides?

A lifecycle map showing how authority, assumptions, and accountability can be distributed across policy, design, data, testing, mission configuration, activation, supervision, engagement, and review.

/psyops/ai-kill-chains/human-control-across-the-lifecycle
REAL-WORLD INTERPRETIVE
06

The Algorithmic Gatekeeper: When the Machine Frames Reality

An evidence-centered exploration of upstream human removal: how filtering, fusion, ranking, defaults, and hidden discarded observations can precondition a later human decision.

/psyops/ai-kill-chains/algorithmic-gatekeeper
REAL-WORLD INTERPRETIVE
07

90 Seconds: Human Command Versus Machine-Speed Warfare

A synthetic three-mode comparison showing how manual, AI-assisted, and preauthorized defensive architectures distribute speed, workload, and authority differently.

/psyops/ai-kill-chains/90-seconds-human-command-versus-machine-speed
REAL-WORLD INTERPRETIVE
08

Lost Link: Authority After Silence

A function-specific analysis of what an uncrewed or automated system may do when communications are unavailable, delayed, jammed, obstructed, or unable to scale.

/psyops/ai-kill-chains/lost-link-authority-after-silence
REAL-WORLD INTERPRETIVE
10

The Mission Was Automated Before It Began

A planning-room documentary about geographic, temporal, evidentiary, target-profile, communications-loss, abort, and deactivation rules configured before a live event.

/psyops/ai-kill-chains/mission-policy-before-activation
REAL-WORLD INTERPRETIVE
13

The Last Human Decision: Speed, Failure, and Systemic Escalation

A synthetic crisis simulation showing how automation bias, correlated sensor error, communications delay, preauthorization, and interacting defensive systems can accelerate a local mistake into a wider escalation.

/psyops/ai-kill-chains/last-human-decision-and-systemic-escalation
REAL-WORLD INTERPRETIVE
14

Safe 3D and VR Simulation of AI Kill Chains

An event-driven instructional architecture for desktop and WebXR that teaches causality, uncertainty, defensive intervention, and governance without becoming an attack-execution or targeting platform.

/psyops/ai-kill-chains/safe-3d-and-vr-simulation
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