As military operations become increasingly data-intensive and time-sensitive, commanders face a growing challenge: maintaining effective human judgment while operating alongside autonomous and semi-autonomous systems. Future success in Multi-Domain Operations (MDO) will depend on achieving cognitive convergence—the deliberate integration of human intent, machine-speed processing, and command authority. The article introduces the concept of the decision hand-off, describing how commanders determine when decisions should remain under human control and when autonomous agents should be authorized to act at machine speed. It examines the operational consequences of tempo mismatch between machine processing and human decision-making and proposes positive control measures to ensure autonomous actions remain aligned with commander’s intent. To preserve accountability and operational effectiveness, the article advances a human-centric framework built on four pillars. It further explores human-agent co-learning, trust calibration, and dynamic autonomy adjustment as essential elements of future military organizations. The transition from data-centric architectures to AI-centric execution models is a necessary evolution for mission assurance. Yet while autonomous systems will increasingly execute tasks at speed and scale, human judgment and accountability must remain central to command in the digital battlespace.
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doi.org/10.55682/cdr/tq9x-ekn3
The Cyber Defense Review
Volume 11, Issue 2