diff --git a/web/src/components/hero.astro b/web/src/components/hero.astro
index 18e5e18397..c730d5212e 100644
--- a/web/src/components/hero.astro
+++ b/web/src/components/hero.astro
@@ -108,9 +108,9 @@ const base_url = import.meta.env.BASE_URL;
                 class="inline-flex space-x-6">
                 <span
                   class="inline-flex items-center space-x-2 text-2xl font-medium text-gray-200 hover:text-gray-100">
-                  <span class="border-b-2 border-nvidia">FLARE DAY 2024</span>
+                  <span class="border-b-2 border-nvidia">NVIDIA FLARE DAY 2024</span>
                   <svg
-                    class="h-5 w-5 text-gray-400"
+                    class="h-8 w-8 text-gray-400"
                     viewBox="0 0 20 20"
                     fill="currentColor"
                     aria-hidden="true">
diff --git a/web/src/pages/flareDay.astro b/web/src/pages/flareDay.astro
index 5c069c523d..13ffb02a40 100644
--- a/web/src/pages/flareDay.astro
+++ b/web/src/pages/flareDay.astro
@@ -48,7 +48,7 @@ const talks = [
   {
     title: "NVIDIA AV Team",
     subtitle: "Autonomous Driving Federated Learning",
-    description: "To enable the training of AV models with combined CN+US multimodal raw sensor data data (and potentially from more regions) anywhere else in the world, we proposed the NV-patented Round Robin Federated Learning (RRFL) and integrated it with the NVFLARE framework.",
+    description: "To enable the training of AV models with combined CN+US multimodal raw sensor data, we proposed the NV-patented Round Robin Federated Learning (RRFL) and integrated it with the NVFLARE framework.",
     speakers: [
       {
         name: "Hanson (Haisheng) Xu",
@@ -62,7 +62,6 @@ const talks = [
       }
     ],
     videoLink: "https://developer.download.nvidia.com/assets/Clara/flare/NVFLARE_DAY_2024_Part_02_AV.mp4",
-    slidesLink: "https://docs.google.com/presentation/d/1hb3g4PJuHWyhlVlThMcuWAu2iBa6yn5AiszFIzCMIZM/edit#slide=id.g2f4a384a1fb_0_92"
   },
   {
     title: "Roche",
@@ -96,7 +95,7 @@ const talks = [
       {
         name: "Iustina Vintila",
         headshot: PlaceholderHeadshot.src,
-        bio: "AI Researcher at TechCorp."
+        bio: "Innovation Architect at Royal Bank of Canada"
       },
     ],
     videoLink: "https://developer.download.nvidia.com/assets/Clara/flare/NVFLARE_DAY_2024_Part_04_RBC.mp4",
@@ -151,6 +150,7 @@ const talks = [
       }
     ],
     videoLink: "https://developer.download.nvidia.com/assets/Clara/flare/NVFLARE_DAY_2024_Part_07_Apheris.mp4",
+    slidesLink: "https://developer.download.nvidia.com/assets/Clara/flare/NVFLARE_DAY_2024_Apheris_Presentation.pdf"
   },
   {
     title: "University of Wisconsin",
@@ -198,7 +198,7 @@ const talks = [
     videoLink: "https://developer.download.nvidia.com/assets/Clara/flare/NVFLARE_DAY_2024_Part_10_Deloitte.mp4",
   },
   {
-    title: "FLARE APIs and Research Highlights",
+    title: "FLARE Getting Started and LLM Support",
     subtitle: "End-to-end Pythonic APIs, LLM support - PEFT, SFT, RAG",
     speakers: [
       {
@@ -208,6 +208,7 @@ const talks = [
       },
     ],
     videoLink: "https://developer.download.nvidia.com/assets/Clara/flare/NVFLARE_DAY_2024_Part_11_FLARE_Getting_Started.mp4",
+    slidesLink: "https://developer.download.nvidia.com/assets/Clara/flare/NVFLARE_DAY_2024_Main_Presentation.pdf#page=11"
   },
   {
     title: "Secure XGBoost",
@@ -220,6 +221,7 @@ const talks = [
       },
     ],
     videoLink: "https://developer.download.nvidia.com/assets/Clara/flare/NVFLARE_DAY_2024_Part_12_Secure_Federated_XGBoost.mp4",
+    slidesLink: "https://developer.download.nvidia.com/assets/Clara/flare/NVFLARE_DAY_2024_Main_Presentation.pdf#page=34"
   },
   {
     title: "Confidential Computing and Looking Forward",
@@ -237,6 +239,7 @@ const talks = [
       }
     ],
     videoLink: "https://developer.download.nvidia.com/assets/Clara/flare/NVFLARE_DAY_2024_Part_13_Confidential_Computing_Closing.mp4",
+    slidesLink: "https://developer.download.nvidia.com/assets/Clara/flare/NVFLARE_DAY_2024_Main_Presentation.pdf#page=41"
   },
 ];
 ---