update

Author: gasvn

public/rao.jpg

@@ -4,11 +4,11 @@ export default function Hero() {
       <div className="absolute inset-0 bg-molecules bg-cover bg-center opacity-10 animate-float"></div>
       <h1 className="text-5xl md:text-6xl font-serif font-bold z-10">CURE-Bench @ NeurIPS 2025</h1>
       <p className="mt-6 max-w-3xl text-lg md:text-xl font-sans z-10">
-        Benchmarking AI reasoning for therapeutic decision-making at scale.
+        Benchmarking AI reasoning for therapeutic decision-making at scale
       </p>
       <div className="z-10 mt-6 flex gap-4">
         <a href="https://github.com/mims-harvard/CURE-Bench" target="_blank" rel="noreferrer">
-          <button className="px-4 py-2 rounded-xl bg-white text-blue-950 font-medium shadow hover:shadow-md transition">View Start Kit</button>
+          <button className="px-4 py-2 rounded-xl bg-white text-blue-950 font-medium shadow hover:shadow-md transition">View Starter Kit</button>
         </a>
         <a href="https://www.kaggle.com/competitions/cure-bench" target="_blank" rel="noreferrer">
           <button className="px-4 py-2 rounded-xl border border-white text-white font-medium hover:bg-white hover:text-blue-950 transition">Join on Kaggle</button>

src/components/Hero.jsx

@@ -6,10 +6,11 @@ export default function Logos() {
     { src: "kempner.png", alt: "Kempner Institute" },
     { src: "mit.png", alt: "Massachusetts Institute of Technology" },
     { src: "BW-logo.png", alt: "Brigham and Women's Hospital" },
-    // { src: "lincoln.png", alt: "MIT Lincoln Laboratory" },
     { src: "czi.png", alt: "Chan Zuckerberg Initiative" },
     { src: "milken.png", alt: "Milken Institute" },
-    { src: "biswise.png", alt: "Biswas Family Foundation" }
+    { src: "biswise.png", alt: "Biswas Family Foundation" },
+    { src: "rao.jpg", alt: "Chan Zuckerberg Initiative" },
+    { src: "lincoln.png", alt: "MIT Lincoln Laboratory" },
   ];
 
   return (
@@ -18,17 +19,21 @@ export default function Logos() {
         Responsive CSS Grid makes it easy to keep items aligned without
         manually defining rows. auto-fit+minmax ensures a nice flow on any screen.
       */}
-      <div className="container mx-auto grid gap-10 place-items-center 
-                      grid-cols-2 sm:grid-cols-4 lg:grid-cols-4 xl:grid-cols-4">
-        {logos.map(({ src, alt }) => (
-          <img
-            key={alt}
-            src={src}
-            alt={alt}
-            className="h-16 md:h-20 w-auto object-contain transition-transform 
-                       duration-200 ease-in-out hover:scale-105"
-          />
-        ))}
+      <div className="container mx-auto px-4">
+        <div className="grid gap-8 place-items-center justify-items-center
+                        grid-cols-2 sm:grid-cols-3 md:grid-cols-4 lg:grid-cols-5 xl:grid-cols-5
+                        max-w-6xl mx-auto">
+          {logos.map(({ src, alt }) => (
+            <div key={alt} className="flex items-center justify-center w-full h-20">
+              <img
+                src={src}
+                alt={alt}
+                className="h-16 md:h-18 w-auto object-contain transition-transform 
+                           duration-200 ease-in-out hover:scale-105 max-w-full"
+              />
+            </div>
+          ))}
+        </div>
       </div>
     </section>
   );

src/components/Logos.jsx

@@ -14,7 +14,7 @@ export default function FAQ() {
 
         <div>
           <h2 className="font-semibold text-crimson">How do I get started?</h2>
-          <p>Download the starter kit from our GitHub repository. It includes baseline models, evaluation scripts, and example JSONL submissions. You may submit your outputs via Kaggle.</p>
+          <p>Download the starter kit from our <a href="https://github.com/mims-harvard/CURE-Bench" className="text-blue-600 underline">GitHub repository</a>. It includes baseline models, evaluation scripts, and example JSONL submissions. You can submit your model predictions via <a href="https://www.kaggle.com/competitions/cure-bench" className="text-blue-600 underline">Kaggle</a>.</p>
         </div>
 
         <div>

src/pages/FAQ.jsx

@@ -484,7 +484,14 @@ export default function Home() {
       <Section title="Competition Timeline" dark>
         <p className="text-md text-gray-700 mb-10 max-w-4xl">
           Below are the key milestones and dates for CURE-Bench. We recommend
-          subscribing to our GitHub repository for starter kit and submission
+          subscribing to our <a
+            href="https://github.com/mims-harvard/CURE-Bench"
+            target="_blank"
+            rel="noopener noreferrer"
+            className="text-crimson-600 underline hover:text-crimson-800 transition"
+          >
+            GitHub repository
+          </a> for starter kit and submission
           updates.
         </p>