AI Over-Trust and Diminishing the Joint Targeting Cycle: Why Doctrinal Discipline Matters More Than Artificial Intelligence

Small Wars Journal | Jesse R. Crifasi

Artificial Intelligence-enabled decision-support systems, including platforms derived from Project Maven, are rapidly accelerating the Joint Targeting Cycle across modern battlefields. However, this rapid automation risks introducing systemic operational vulnerabilities by eroding critical human discernment. Commanders face a growing temptation to sacrifice deliberate analytical judgment for faster engagements, creating an illusion of control.

This technological shift introduces algorithmic mediation and automation bias, which systematically shape how targeting data is prioritized and presented. Consequently, unverified assumptions accumulate across successive phases, culminating in compounded cognitive uncertainty where machine-generated recommendations appear deceptively complete. Data does not equal understanding. To preserve meaningful human control under Department of Defense Directive 3000.09, the Joint Force must establish deliberate human intervention points early in the targeting process. Ultimately, maintaining strict doctrinal discipline across all six phases is essential to prevent commanders from surrendering independent judgment to opaque, machine-mediated conclusions during high-stakes operations.

Comment

The integration of Project Maven into the Joint Targeting Cycle exposes a fundamental tension between algorithmic speed and doctrinal validation. While automated systems accelerate target identification, they bypass the deliberate cognitive checks established in Joint Publication 3-60. This friction is particularly evident when Project Maven's algorithmic mediation pre-filters raw intelligence, presenting Joint Force commanders with pre-structured options that escape rigorous human interrogation. Consequently, the doctrinal requirement for appropriate human judgment under Department of Defense Directive 3000.09 is reduced to a mere procedural sign-off at the point of engagement.

A significant downstream consequence of this doctrinal erosion is the degradation of staff-level analytical proficiency during simulated exercises like those employing CAMOGPT. As junior targeting officers in the US Army grow accustomed to CAMOGPT-vetted courses of action, the institutional capacity to reconstruct and challenge flawed intelligence baselines inevitably decays. Over time, this reliance risks creating a generation of commanders unable to identify systemic failures within the Project Maven-driven kill chains operating across the Indo-Pacific theatre.

Strategic Question for Discussion

If the deployment of CAMOGPT-vetted courses of action continues to accelerate staff planning timelines, does the traditional target validation process under Joint Publication 3-60 remain viable, or does it break down under operational pressure?

The trajectory indicates that traditional validation under Joint Publication 3-60 will struggle to survive without a fundamental redesign of staff workflows. As CAMOGPT compresses decision windows, the time required to manually audit machine-generated assumptions is systematically eliminated, forcing a reliance on automated outputs. Consequently, the pattern suggests that joint forces will increasingly default to procedural compliance rather than substantive doctrinal validation during high-intensity conflicts.

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