Add bench-labs research partnership

Add a visible Partner of bench-labs link to the AETHORIA AI organization card and mirror it in the source README.

README.md

@@ -19,6 +19,8 @@ pinned: false
 
 AETHORIA AI is a community-led, non-profit research initiative exploring how smaller and more efficient models can learn, reason and generate across text and images.
 
+**Partner of [bench-labs](https://huggingface.co/bench-labs).**
+
 ## Research focus
 
 - Small language models and efficient pretraining

index.html

@@ -81,6 +81,21 @@
       line-height: 1.55;
     }
 
+    .partnership {
+      display: inline-flex;
+      align-items: center;
+      gap: 9px;
+      margin: -4px 0 22px;
+      padding: 8px 11px;
+      border: 1px solid var(--line);
+      border-radius: 9px;
+      color: var(--muted);
+      font-size: 13px;
+    }
+
+    .partnership strong { color: var(--text); }
+    .partnership:hover { border-color: #665da2; }
+
     .banner {
       display: block;
       width: 100%;
@@ -190,6 +205,11 @@
 
     <p class="intro">Community-led research into compact language models, deterministic token routing, multimodal generation and accessible training systems.</p>
 
+    <a class="partnership" href="https://huggingface.co/bench-labs" target="_blank" rel="noreferrer" aria-label="AETHORIA AI is a partner of bench-labs">
+      <span>Partner of</span>
+      <strong>bench-labs ↗</strong>
+    </a>
+
     <p class="label">Featured project</p>
     <a class="project" href="https://huggingface.co/collections/AETHORIA-AI/tr-hash-05b-research-release-6a78c87b936ff367bd77a9a1" target="_blank" rel="noreferrer">
       <div>