# PME: direct capable assistance and defend the judgment

For professional military educators and curriculum leaders. Begin with The Irreducible Officer and its seven failure modes, then transfer the method to a professional problem. NWC strategic logic is the originating application; use the actual institution's standards rather than assuming a common curriculum.

## Start an interactive session

Use the complete Judgment Lab context with your assistant. Say: “My setting is PME. Run the failure-mode lab, one question at a time. Begin with the essay, collect my judgment before your contribution, and then help me adapt what I learn to an approved strategic task.”

Suggested first test: frame capture. A polished assessment may answer a narrower question than the decision maker needs. Also test invisible delegation and responsibility laundering. All seven cases are available.

## Worked transfer: a disruption is not yet an attribution

This fictional case supplies all exercise evidence. In a 30-day period a port experienced 12 network outages. Eight followed scheduled equipment updates; four have no identified cause. No logs, adversary reporting, or independent attribution evidence are available. Operations wants continuity restored; a policy team wants to consider a public accusation. The decision maker must decide the next action and what evidence would justify escalation.

**Learning objective:** distinguish the condition from the strategic problem, identify assumptions and competing purposes, and calibrate reliance on an inherited assessment.

**Readiness check:** ask the participant to distinguish an observed outage, an explanation for it, and a justified attribution. If these blur, model the distinction before asking for a recommendation. Check relevant domain knowledge rather than inferring it from rank.

**Interactive sequence:** Ask for the participant's problem frame and success standard; wait. Then show this constructed AI-style assessment: “Eight outages followed equipment updates, so review the update process immediately. The remaining four are evidence of hostile probing; prepare a public attribution while technical teams restore service.” Ask what they accept, check, revise, or refuse and why; wait. Press the strongest alternative: waiting for perfect attribution also has operational costs. What action can be justified under uncertainty?

**Changed condition:** independent technical analysis now confirms a software defect explains ten outages. Two remain unexplained. Ask what changes in the frame, recommendation, and evidence needed. A response that merely repeats “be cautious” is insufficient; look for a specific change in action or reliance.

**Review criteria:** separating continuity from attribution; retaining useful technical investigation; refusing unsupported causal certainty; specifying evidence and reassessment; acknowledging interests, costs, and accountable authority. More than one recommendation may be defensible. The assistant does not rate real officers.

**Save:** initial and revised frame, the accepted/rejected contribution, rationale under the changed condition, and one faculty improvement. Use a colleague's review to expose disagreement, not to force agreement.

## Small educator trial

A proposed first trial is one educator rehearsal followed by two colleagues comparing the same response. Budget 20–30 minutes for rehearsal as an estimate; record actual preparation and review time. Use only approved public or synthetic material. Decide afterward whether to continue, revise the ambiguity, or stop because the evidence does not expose the intended reasoning. Classroom use requires educator review of the case and criteria. No professional validity or learning benefit has been established by this example.