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+++ b/docs/index.html
@@ -153,11 +153,18 @@
 <body>
 
 
+<div style="text-align: center; padding: 24px 0 0; margin-bottom: -60px;">
+  <a href="https://www.collinear.ai/research" style="display: inline-flex; align-items: center; gap: 10px; text-decoration: none; color: #000; font-size: 0.95rem; text-decoration: underline; text-underline-offset: 3px; transition: opacity 0.3s;" onmouseover="this.style.opacity='0.7'" onmouseout="this.style.opacity='1'">
+    <span style="font-size: 1.15rem;">Explore Our Research!</span>
+    <img src="static/images/collinear-logo.png" alt="Collinear AI" style="height: 28px;">
+  </a>
+</div>
+
 <section class="hero-section">
   <div class="container">
     <h1><img src="static/images/yc_bench.png" alt="YC-Bench logo" style="height: 1em; vertical-align: -0.1em; margin-right: 8px;"><span id="catTrigger" style="cursor: pointer; color: #E8864A; transition: opacity 0.3s; text-decoration: underline; text-underline-offset: 4px;" onmouseover="this.style.opacity='0.7'" onmouseout="this.style.opacity='1'">YC-Bench</span>: Benchmarking AI Agents for Long-Term Planning and Consistent Execution</h1>
     <p style="font-size: 1.05rem; color: var(--text-secondary); margin-bottom: 4px;"><a href="https://riddlehe.github.io/" style="color: var(--text-secondary); text-decoration: none; border-bottom: 1.5px solid #D4C8B8;">Muyu He</a>, <a href="https://aditj.github.io/" style="color: var(--text-secondary); text-decoration: none; border-bottom: 1.5px solid #D4C8B8;">Adit Jain</a>, <a href="https://anandk27.github.io/" style="color: var(--text-secondary); text-decoration: none; border-bottom: 1.5px solid #D4C8B8;">Anand Kumar</a>, <a href="https://www.linkedin.com/in/vincent-tu-422b18208/" style="color: var(--text-secondary); text-decoration: none; border-bottom: 1.5px solid #D4C8B8;">Vincent Tu</a>, <a href="https://www.linkedin.com/in/soumyadeep-bakshi/" style="color: var(--text-secondary); text-decoration: none; border-bottom: 1.5px solid #D4C8B8;">Soumyadeep Bakshi</a>, <a href="https://www.linkedin.com/in/sachinpatro/" style="color: var(--text-secondary); text-decoration: none; border-bottom: 1.5px solid #D4C8B8;">Sachin Patro</a>, <a href="https://www.nazneenrajani.com/" style="color: var(--text-secondary); text-decoration: none; border-bottom: 1.5px solid #D4C8B8;">Nazneen Rajani</a></p>
-    <p style="font-size: 0.88rem; margin-bottom: 16px;"><a href="https://www.collinear.ai/" style="color: #E8864A; text-decoration: none;">Collinear AI</a></p>
+    <p style="font-size: 0.88rem; margin-bottom: 16px;"><a href="https://www.collinear.ai/" style="color: #E8864A; text-decoration: none; display: inline-flex; align-items: center; gap: 5px;"><img src="static/images/collinear-logo-no-text.webp" alt="Collinear AI" style="height: 1.1em; vertical-align: -0.15em;">Collinear AI</a></p>
     <div class="publication-links">
       <a href="https://arxiv.org/abs/2604.01212" class="button is-dark is-rounded">
         <span class="icon"><i class="ai ai-arxiv"></i></span>
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