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This study examines the impact of unmanned systems and autonomy on military doctrine as evidenced by the 2020 Karabakh War.

The future of military doctrine: lessons on AI and autonomy from the 2020 Karabakh War

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This analysis reveals shifts in military doctrine due to AI and autonomy in warfare, exploring implications for future conflicts.

This study examines the impact of unmanned systems and autonomy on military doctrine as evidenced by the 2020 Karabakh War.
Analyzed military operations of Azerbaijan utilizing drones, loitering munitions, and autonomous systems.
Investigated the doctrinal differences between Azerbaijan and Armenia's military strategies.
Azerbaijan's use of drones led to significant tactical superiority against Armenia.
Evidence suggests a re-evaluation of traditional doctrines is necessary as technologies evolve.
Findings indicate a potential trend toward increased reliance on autonomous systems in future military conflicts.

Kemoklidze et al. (2026) studied this question.

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