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AI & Multi-Agent·2026-05-23·3 min

NeRF - Khan BMS Battlefield Management System

NeRF stands for Neural Radiance Fields. A field-level look at why it matters under EW and how Khan BMS folds it into a decimal command fabric.

A jammed forward node, a half-readable track, a window measured in seconds — that is where NeRF earns its keep. Neural Radiance Fields is not a slide-deck capability; it is the seam where doctrine meets a contested radio.

Inside Khan BMS, NeRF is exposed to mission planners as a capability bundle rather than a vendor SDK. The planner composes effects out of NeRF-derived primitives; the integration path for new hardware is a manifest, not a code branch.

NeRF is anchored at the Arban — ten nodes under one tactical leader. Small enough to reason about by hand, large enough to absorb the loss of a node without re-planning. Authority for NeRF is bounded at this tier; nothing the Arban does can poison its parent.

NeRF is one of perhaps a dozen primitives that decide whether a modern force can fight through denial. Khan BMS is built on the premise that all of them deserve the same treatment.

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