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What a gated sensing pipeline never looks at: bandwidth reduction and the misses behind it
An airborne sensor on a contested link cannot send video, so the appealing move is to send findings instead and report the ratio between the two. We evaluate a gated sensing pipeline that does this, combining learned object detection and image-text comparison with deterministic scheduling, gating, evidence accumulation and transmission rules. On staged footage with the semantic stage live it sends 38,736 bits over 211 s, a reduction of 41,977x, and names 1 of 4 staged events with no false report. That detection has since been superseded: a correction to how the tracker measures speed removed t
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Evidence & attribution
- arXiv · AI, language, vision and robotics · 2026-09-14T13:50:14.000Z
First collected: 2026-09-20T09:41:04.278Z. This is not the publication date.