Anna Gielas
In this latest JSOU report, Anna Gielas describes how sensor-rich environments leverage data fusion and ubiquitous tech to detect Special Operations Forces. The risks are also multidirectional and multi-temporal, with exposure emerging from automated inference, overhead sensing, subsurface vibration detection, and ambient device ecosystems. USSOF teams can reduce exposure by first building a practical mental model of how environments “sense, process, and retain data,” which allows detachments to ask better operational questions about deviations, traces, and signal pathways that they can later leverage to operate within the gaps and seams of contested environments.
Gielas contends that technological intuition (trained judgment rather than instinct) is essential to increasing survivability. A human-centric approach that emphasizes signal literacy and inference awareness is a critical baseline that will save lives in denied environments saturated with adversary sensing.
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