Embracing Emerging Tech To Educate Tomorrow's Officers

Cognitive warfare targets perception and decision-making, yet officer training lacks the operational constructs that structure kinetic or cyber operations. This doctrinal gap leads to fragmented detection, weak attribution, and curricula that prioritise procedural certainty over adaptive judgment in the face of ambiguity. This article introduces the Cognitive Defence Cycle (CDC), an operational model mapping cognitive attack phases—reconnaissance, weaponisation, delivery, exploitation, action on objective—to measurable indicators and simulation-based training interventions. Drawing on constructivist epistemology, the CDC reframes ambiguity as exploitable terrain rather than detection failure.

Authors

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-05-22
DOI
https://doi.org/10.5281/zenodo.20301870
Primary Topic
Military Strategy and Technology
Type
article
Field-Weighted Citation Impact
0.00
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article

Embracing Emerging Tech To Educate Tomorrow's Officers

Bernhard Schulyok, Markus Gruber, Grangl Lukas
Zenodo (CERN European Organization for Nuclear Research)
Military Strategy and Technology
article

Embracing Emerging Tech To Educate Tomorrow's Officers

Bernhard Schulyok, Markus Gruber, Grangl Lukas
article en

Abstract

Cognitive warfare targets perception and decision-making, yet officer training lacks the operational constructs that structure kinetic or cyber operations. This doctrinal gap leads to fragmented detection, weak attribution, and curricula that prioritise procedural certainty over adaptive judgment in the face of ambiguity. This article introduces the Cognitive Defence Cycle (CDC), an operational model mapping cognitive attack phases—reconnaissance, weaponisation, delivery, exploitation, action on objective—to measurable indicators and simulation-based training interventions. Drawing on constructivist epistemology, the CDC reframes ambiguity as exploitable terrain rather than detection failure.

Zenodo (CERN European Organization for Nuclear Research)
Openalex Percentile: Top 7%
Military Strategy and Technology
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