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         </table>
 
         <p id="platform-notes" class="footnote">
-            ✓ indicates a compiled model artifact is published in the corresponding repo. <sup>[1]</sup> Some sizes for this family / platform combination currently render an em-dash in the model card's <em>On-target validation results</em> table — see the per-repo card for the linked Studio validation session (<code>v-XXXX</code>) and its current status.
+            ✓ indicates a compiled model artifact is published in the corresponding repo. <sup>[1]</sup> Some (size, platform) combinations are work in progress and are not yet showing a number in the per-repo model card's <em>On-target validation results</em> table. Two reasons cover most cases: <em>timing</em> &mdash; larger sizes on slower NPUs are not yet a validation priority and will roll in as bandwidth allows; and <em>accuracy or performance investigations</em> &mdash; for example, YOLO11 and YOLO26 on the i.MX 95 Neutron currently show a quantization regression that we are tracking with NXP. In every case the underlying Studio validation session (<code>v-XXXX</code>) remains linked in the model card so its current status can be inspected.
         </p>
 
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