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   <div class="eyebrow">RampNet · internal verification · 2026-07-02</div>
-  <h1>Did we really over-count? A re-verification of the published evaluation protocol</h1>
-  <p class="sub">Requested by Jon: “Are you absolutely certain there was an error in the original paper and our
-  experimental approach? Double- and triple-check, produce visual examples of what we double-counted, and explain in greater detail.”</p>
+  <h1>Re-verification of the published evaluation protocol</h1>
+  <p class="sub">A re-examination of the matching rule used to score RampNet's detections, prompted by a
+  discrepancy identified after publication. Its scope: to establish whether predictions were genuinely
+  over-counted, to confirm that finding by independent means rather than rest on a single line of
+  evidence, to document the over-count with worked examples drawn from the released model's own
+  output, and to quantify its effect on the published metrics.</p>
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