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On-Field Verdicts: How Edge AI and Visual Models Rewrote Umpiring in 2026

In 2026, low-latency visual models running at the edge have turned contentious run-outs and borderline catches into near-instant, audit-ready decisions. Here’s how match officials, broadcasters and leagues adapted — and what comes next.

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Noel Harding2026-01-14
On-Field Verdicts: How Edge AI and Visual Models Rewrote Umpiring in 2026
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