updated demo

Author: ahhyoushh

landing/index.html

@@ -462,7 +462,7 @@ <h2>Demo Video</h2>
             <p>
                 A short walkthrough demo.
             </p>
-        
+
             <div style="
                 position: relative;
                 padding-bottom: 56.25%;
@@ -473,13 +473,9 @@ <h2>Demo Video</h2>
                 background: var(--bg-secondary);
                 margin-top: 16px;
             ">
-                <iframe
-                    src="https://www.youtube.com/embed/VixLF9syeCg"
-                    title="FileSense Demo"
-                    frameborder="0"
+                <iframe src="https://www.youtube.com/embed/LKWJPMbTrJs" title="FileSense Demo" frameborder="0"
                     allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture"
-                    allowfullscreen
-                    style="
+                    allowfullscreen style="
                         position: absolute;
                         top: 0;
                         left: 0;
@@ -489,7 +485,7 @@ <h2>Demo Video</h2>
                 </iframe>
             </div>
         </section>
-        
+
         <section id="how-it-works">
             <h2>How It Works</h2>
             <p>The system follows a decision pipeline: <strong>Identify → RL Agent Decisions → Search OR Generate →