diff --git a/content/footer/_index.md b/content/footer/_index.md
index 9f49866..5f3f9e7 100644
--- a/content/footer/_index.md
+++ b/content/footer/_index.md
@@ -14,7 +14,7 @@ extra:
 
 <br>
 
-###### [AIBOX Docs](https://threefold.info/aibox/docs/)
+###### [AIBox Docs](https://threefold.info/aibox/docs/)
 
 ###### [ThreeFold](https://docs.threefold.io/docs/introduction)
 
diff --git a/templates/partials/farmer/about1.html b/templates/partials/farmer/about1.html
index 9d00357..94f7b53 100644
--- a/templates/partials/farmer/about1.html
+++ b/templates/partials/farmer/about1.html
@@ -2,13 +2,13 @@
     <div class="px-6 mt-12 lg:pt-16 pt-12 pb-12 sm:px-6 lg:px-8">
       <div class="mx-auto max-w-3xl text-center">
         <h2 class="text-balance font-normal tracking-tight text-black lg:text-6xl text-4xl fade-in">Powered by ThreeFold</h2>
-        <p class="mx-auto mt-12  text-pretty lg:text-xl text-lg font-light text-gray-900 fade-in"><span class="font-semibold">AIBOX</span> is a project by ThreeFold, a team with over 10 years of experience 
+        <p class="mx-auto mt-12  text-pretty lg:text-xl text-lg font-light text-gray-900 fade-in"><span class="font-semibold">AIBox</span> is a project by ThreeFold, a team with over 10 years of experience 
           <br> building decentralized internet infrastructure.
         </p>
         <p class="mx-auto mt-4 text-pretty lg:text-xl text-lg font-light text-gray-900 fade-in">ThreeFold empowers individuals and organizations to share compute, storage, 
           and network resources on the ThreeFold Grid, creating a truly decentralized and autonomous internet.
         </p>
-        <p class="mx-auto mt-4  text-pretty lg:text-xl text-lg font-light text-gray-900 fade-in">Today, our <span class="font-semibold">Proof-of-Concept Network</span> is live globally, <br> running on <span class="font-semibold">v3.16.0</span> technology.
+        <p class="mx-auto mt-4  text-pretty lg:text-xl text-lg font-light text-gray-900 fade-in">Today, our <span class="font-semibold">Proof-of-Concept Network</span> is live globally, <br> running on <span class="font-semibold">v3.17.0</span> technology.
         </p>
         <div  class="mt-10 flex items-center  gap-x-6 flex-wrap justify-center">
           <a  href="https://threefold.io/" target="_blank" class="fade-in rounded-2xl bg-black px-4 py-2.5 text-sm lg:text-md font-semibold text-white shadow-sm  hover:text-gray-300 focus-visible:outline focus-visible:outline-2 focus-visible:outline-offset-2 mb-4 lg:mb-0">
diff --git a/templates/partials/farmer/farmers.html b/templates/partials/farmer/farmers.html
index 83f831c..1d0c8d7 100644
--- a/templates/partials/farmer/farmers.html
+++ b/templates/partials/farmer/farmers.html
@@ -3,7 +3,8 @@
     <div class="mx-auto max-w-2xl lg:max-w-7xl ">
       <h2 class="mx-auto fade-in text-left lg:text-5xl text-4xl leading-snug font-normal tracking-tight text-black capitalize">How it works</h2>
       <p class="text-left my-6 max-w-5xl text-pretty lg:text-xl text-lg font-light text-gray-800 fade-in">
-        Anyone can deploy AIBOX (servers) from their homes or offices and participate in a decentralized alternative to corporate-owned data centers. 
+        Anyone can deploy AIBox (servers) from their homes or offices and participate in a decentralized alternative to corporate-owned data centers. 
+  <br>
   <br>
 Starting this summer, farming is evolving. With the launch of the ThreeFold Marketplace, rewards will be based on actual usage. Users will also be able to rent unlisted GPUs directly from the network, unlocking new use cases and making decentralized compute power more accessible than ever.
 
@@ -18,7 +19,7 @@ Starting this summer, farming is evolving. With the launch of the ThreeFold Mark
                 1. HOST A BOX
               </dt>
               <dd class="mt-4 flex flex-auto flex-col">
-                <p class="flex-auto leading-normal font-light text-gray-800 text-md">All you need to get started is a modern computer, electricity and network. Once booted with Zero OS, a computer becomes an AIBOX.</p>
+                <p class="flex-auto leading-normal font-light text-gray-800 text-md">All you need to get started is a modern computer, electricity and network. Once booted with Zero OS, a computer becomes an AIBox.</p>
                 <p class="mt-6">
                 </p>
               </dd>
@@ -28,7 +29,7 @@ Starting this summer, farming is evolving. With the launch of the ThreeFold Mark
                 2. OFFER CAPACITY
               </dt>
               <dd class="mt-4 flex flex-auto flex-col">
-                <p class="flex-auto leading-normal font-light text-gray-800 text-md">The capacity of the AIBOX gets verified, registered and secured on the ThreeFold Blockchain. Farmers can then list their resources on the ThreeFold Marketplace, making them available directly to users.</p>
+                <p class="flex-auto leading-normal font-light text-gray-800 text-md">The capacity of the AIBox gets verified, registered and secured on the ThreeFold Blockchain. Farmers can then list their resources on the ThreeFold Marketplace, making them available directly to users.</p>
                 <p class="mt-6">
                 
                 </p>
diff --git a/templates/partials/hero/aihero1.html b/templates/partials/hero/aihero1.html
index ba4e7b6..1fc9246 100644
--- a/templates/partials/hero/aihero1.html
+++ b/templates/partials/hero/aihero1.html
@@ -6,7 +6,7 @@
           <span id="slides" class="slides"></span>
         </h1>
         <div id="learn-more" class="lg:mt-10 mt-4 flex items-center gap-x-6"> 
-          <a href="/farmers" target="_blank" class="text-xl font-semibold text-black hover:text-gray-200">
+          <a href="/farmer" target="_blank" class="text-xl font-semibold text-black hover:text-gray-200">
             Learn more <span aria-hidden="true">→</span>
           </a>
         </div>
diff --git a/templates/partials/hero/faq.html b/templates/partials/hero/faq.html
index 507e7ea..7c752f6 100644
--- a/templates/partials/hero/faq.html
+++ b/templates/partials/hero/faq.html
@@ -94,7 +94,7 @@
                             :aria-expanded="expanded"
                             aria-controls="faqs-text-04"
                         >
-                            <span style="color: #000;">Can I use AI Box to generate revenue?</span>
+                            <span style="color: #000;">Can I use AIBox to generate revenue?</span>
                             <svg class="fill-white shrink-0 ml-8" width="16" height="16" xmlns="http://www.w3.org/2000/svg">
                                 <rect y="7" width="16" height="2" rx="1" class="transform origin-center transition duration-200 ease-out" :class="{'!rotate-180': expanded}" />
                                 <rect y="7" width="16" height="2" rx="1" class="transform origin-center rotate-90 transition duration-200 ease-out" :class="{'!rotate-180': expanded}" />
@@ -110,7 +110,7 @@
                         >
                         <div class="overflow-hidden">
                              <p class="pb-3 text-black text-base font-light">
-                                Yes! AIBox supports resource-sharing options where you can rent out unused GPU power for inference, development, or training workloads. Additionally, you can earn INCA token rewards through network participation.
+                                Yes! AIBox supports resource-sharing options where you can rent out unused GPU power for inference, development, or training workloads. 
                             </p>
                         </div>
                     </div>
@@ -158,7 +158,7 @@
                             :aria-expanded="expanded"
                             aria-controls="faqs-text-06"
                         >
-                            <span style="color: #000;">How does AI Box handle cooling and power efficiency?</span>
+                            <span style="color: #000;">How does AIBox handle cooling and power efficiency?</span>
                             <svg class="fill-white shrink-0 ml-8" width="16" height="16" xmlns="http://www.w3.org/2000/svg">
                                 <rect y="7" width="16" height="2" rx="1" class="transform origin-center transition duration-200 ease-out" :class="{'!rotate-180': expanded}" />
                                 <rect y="7" width="16" height="2" rx="1" class="transform origin-center rotate-90 transition duration-200 ease-out" :class="{'!rotate-180': expanded}" />
@@ -174,7 +174,7 @@
                         >
                         <div class="overflow-hidden">
                              <p class="pb-3 text-black text-base font-light">
-                                AI Box is designed with superior thermal management and optimized power consumption, ensuring long-term efficiency and performance stability compared to DIY setups.
+                                AIBox is designed with superior thermal management and optimized power consumption, ensuring long-term efficiency and performance stability compared to DIY setups.
                             </p>
                         </div>
                     </div>