Source record

Published by arXiv cs.HC (T1 source). The original is at https://arxiv.org/abs/2610.02384.

Pipeline notes

The summary and note below are generated by the signal pipeline — they are Beyond Desk’s reading, not quotations from the source.

Research paper proposing that environmental and connectivity telemetry in maritime cyber operations—depth, active communications paths, tracked contact density, operational tempo—can serve as a non-invasive proxy for operator cognitive load. It presents a reference architecture for a connectedness-aware oversight engine combining risk and operator capacity in human-AI cyber defense.

Frames oversight as a function of operator capacity, not only risk. Domain is narrow (submarine cyber), but the design pattern of inferring load from environmental signals could transfer to other bandwidth-constrained human-AI loops.

Cited by

No citations on record.