diff --git a/.github/workflows/dev.yml b/.github/workflows/dev.yml
new file mode 100644
index 0000000..8154def
--- /dev/null
+++ b/.github/workflows/dev.yml
@@ -0,0 +1,31 @@
+# Dev build pipeline – run build on push to dev
+name: Dev build
+
+on:
+  push:
+    branches: ["dev"]
+  workflow_dispatch:
+
+jobs:
+  build:
+    runs-on: ubuntu-latest
+    steps:
+      - name: Checkout
+        uses: actions/checkout@v4
+
+      - name: Setup Node.js
+        uses: actions/setup-node@v4
+        with:
+          node-version: "20"
+          cache: "npm"
+
+      - name: Install dependencies
+        run: npm ci
+
+      - name: Build Next.js
+        run: npm run build
+        env:
+          NEXT_PUBLIC_BLOB_URL: ${{ secrets.NEXT_PUBLIC_BLOB_URL }}
+
+      - name: Lint
+        run: npm run lint
diff --git a/public/images/news/iclr.jpg b/public/images/news/iclr.jpg
new file mode 100644
index 0000000..047dacb
Binary files /dev/null and b/public/images/news/iclr.jpg differ
diff --git a/public/images/news/lung-1.jpeg b/public/images/news/lung-1.jpeg
new file mode 100644
index 0000000..ea9c7a5
Binary files /dev/null and b/public/images/news/lung-1.jpeg differ
diff --git a/public/images/news/lung-2.png b/public/images/news/lung-2.png
new file mode 100644
index 0000000..faf0601
Binary files /dev/null and b/public/images/news/lung-2.png differ
diff --git a/public/images/news/neurips-2.jpeg b/public/images/news/neurips-2.jpeg
new file mode 100644
index 0000000..020c16b
Binary files /dev/null and b/public/images/news/neurips-2.jpeg differ
diff --git a/public/images/news/neurips1.jpeg b/public/images/news/neurips1.jpeg
new file mode 100644
index 0000000..1e1bee3
Binary files /dev/null and b/public/images/news/neurips1.jpeg differ
diff --git a/src/app/about/page.tsx b/src/app/about/page.tsx
index fa4da26..76e9224 100644
--- a/src/app/about/page.tsx
+++ b/src/app/about/page.tsx
@@ -12,9 +12,9 @@ export default function AboutPage() {
       <Navbar items={navigationItems} activeItem="/about" />
       
       {/* Main Content */}
-      <div className="pt-20">
+      <div className="pt-[64px] md:pt-[80px]">
         <Section className="py-20 md:py-32 lg:py-[180px]">
-            <div className="flex flex-col gap-[90px] md:gap-32 lg:gap-[180px] items-start max-w-[1200px] mx-auto px-5 md:px-5 lg:px-0">
+            <div className="flex flex-col gap-[90px] md:gap-32 lg:gap-[180px] items-start max-w-[1200px] mx-auto">
             {/* Header Section */}
             <div className="flex flex-col gap-0 items-start text-[#001f33] w-full">
               <p className="font-mono text-base md:text-lg font-normal uppercase mb-[10px] md:mb-[28px] tracking-[0.32px]">
diff --git a/src/app/contact/page.tsx b/src/app/contact/page.tsx
index 641212c..7daa602 100644
--- a/src/app/contact/page.tsx
+++ b/src/app/contact/page.tsx
@@ -9,7 +9,7 @@ export default function ContactPage() {
       <Navbar items={navigationItems} activeItem="/contact" />
 
       {/* Main Content Section */}
-      <div className="pt-20">
+      <div className="pt-[64px] md:pt-[80px]">
         <Section className="py-12 md:py-24 lg:py-[180px]">
           <div className="flex flex-col lg:flex-row gap-6 lg:gap-[24px] items-start max-w-[1200px] mx-auto">
             {/* Left Column - Contact Information */}
diff --git a/src/app/globals.css b/src/app/globals.css
index fc28b8d..d0afdad 100644
--- a/src/app/globals.css
+++ b/src/app/globals.css
@@ -10,6 +10,7 @@
   /* Layout */
   --max-width: 1440px;
   --horizontal-padding: 120px;
+  --horizontal-padding-mobile: 20px;
 }
 
 @theme inline {
diff --git a/src/app/join-us/[id]/page.tsx b/src/app/join-us/[id]/page.tsx
index e9ecae4..90673eb 100644
--- a/src/app/join-us/[id]/page.tsx
+++ b/src/app/join-us/[id]/page.tsx
@@ -31,8 +31,8 @@ export default async function OpportunityPage({
     <div className="relative min-h-screen bg-white">
       <Navbar items={navigationItems} activeItem="/join-us" />
 
-      <div className="pt-20">
-        <div className="px-6 md:px-[120px] py-6">
+      <div className="pt-[64px] md:pt-[80px]">
+        <Section className="py-6">
           <Link
             href="/join-us"
             className="inline-flex items-center gap-2 font-mono text-sm font-normal text-[#001f33] uppercase hover:opacity-80 transition-opacity"
@@ -54,7 +54,7 @@ export default async function OpportunityPage({
             </svg>
             Back to Positions
           </Link>
-        </div>
+        </Section>
 
         <Section className="py-12 md:py-20">
           <div className="flex flex-col gap-8 md:gap-12 items-start max-w-[1200px] mx-auto">
@@ -191,7 +191,7 @@ export default async function OpportunityPage({
           </div>
         </Section>
 
-        <div className="px-6 md:px-[120px] py-6 border-t border-[#a3a3a3]">
+        <Section className="py-6 border-t border-[#a3a3a3]">
           <Link
             href="/join-us"
             className="inline-flex items-center gap-2 font-mono text-sm font-normal text-[#001f33] uppercase hover:opacity-80 transition-opacity"
@@ -213,7 +213,7 @@ export default async function OpportunityPage({
             </svg>
             Back to Positions
           </Link>
-        </div>
+        </Section>
       </div>
 
       <Footer />
diff --git a/src/app/join-us/page.tsx b/src/app/join-us/page.tsx
index e5583ae..aa17f87 100644
--- a/src/app/join-us/page.tsx
+++ b/src/app/join-us/page.tsx
@@ -28,7 +28,7 @@ export default function JoinUsPage() {
     <div className="relative min-h-screen bg-white">
       <Navbar items={navigationItems} activeItem="/join-us" />
 
-      <div className="pt-20">
+      <div className="pt-[64px] md:pt-[80px]">
         {!hasOpportunities ? (
           <Section className="py-20 md:py-32">
             <div className="flex flex-col gap-8 items-center text-center max-w-[800px] mx-auto">
@@ -56,7 +56,7 @@ export default function JoinUsPage() {
           </Section>
         ) : (
           <>
-            <div className="px-6 md:px-[120px] py-12 md:py-20">
+            <Section className="py-12 md:py-20">
               <div className="flex flex-col gap-8 md:gap-12 items-start w-full">
                 <div className="flex flex-col gap-4 md:gap-[19px] items-start leading-[1.1] text-[#001f33] w-full">
                   <p className="font-mono text-base md:text-lg font-normal uppercase">
@@ -101,10 +101,10 @@ export default function JoinUsPage() {
                   </div>
                 )}
               </div>
-            </div>
+            </Section>
 
             {filteredOpportunities.length > 0 ? (
-              <div className="flex flex-col">
+              <div className="mx-auto max-w-[1440px] px-5 lg:px-[120px] flex flex-col">
                 {filteredOpportunities.map((opportunity) => (
                   <OpportunityCard
                     key={opportunity.id}
@@ -123,7 +123,7 @@ export default function JoinUsPage() {
             )}
 
             <Section className="py-12 md:py-20">
-              <div className="bg-[#001f33] px-6 md:px-[120px] py-10 md:py-16 max-w-[1200px] mx-auto">
+              <div className="bg-[#001f33] px-5 lg:px-[120px] py-10 md:py-16 max-w-[1200px] mx-auto">
                 <div className="flex flex-col gap-4 md:gap-6 items-start text-white">
                   <h2 className="font-sans text-2xl md:text-[36px] font-normal leading-[1.1] tracking-[-0.72px]">
                     Don't see a position that fits?
diff --git a/src/app/news/[id]/page.tsx b/src/app/news/[id]/page.tsx
index d5ae4aa..436ff54 100644
--- a/src/app/news/[id]/page.tsx
+++ b/src/app/news/[id]/page.tsx
@@ -68,7 +68,7 @@ export default async function NewsArticlePage({
                 src={article.heroImage.src}
                 alt={article.heroImage.alt}
                 fill
-                className="object-cover"
+                className="object-contain"
               />
             </div>
 
@@ -92,21 +92,25 @@ export default async function NewsArticlePage({
               )}
 
               {/* Read Publication Button */}
-              <a
-                href="#"
-                className="bg-[#001f33] flex gap-[10px] items-center justify-center w-fit pl-[5px] pr-[7px] py-[3px] hover:bg-opacity-90 transition-colors"
-              >
-                <p className="font-mono text-sm font-normal leading-[1.1] text-white uppercase">
-                  read publication
-                </p>
-                <Image
-                  src="/images/icons/arrow-icon.svg"
-                  alt=""
-                  width={10}
-                  height={10}
-                  className="shrink-0"
-                />
-              </a>
+              {article.paperUrl ? (
+                <a
+                  href={article.paperUrl}
+                  target="_blank"
+                  rel="noopener noreferrer"
+                  className="bg-[#001f33] flex gap-[10px] items-center justify-center w-fit pl-[5px] pr-[7px] py-[3px] hover:bg-opacity-90 transition-colors"
+                >
+                  <p className="font-mono text-sm font-normal leading-[1.1] text-white uppercase">
+                    read publication
+                  </p>
+                  <Image
+                    src="/images/icons/arrow-icon.svg"
+                    alt=""
+                    width={10}
+                    height={10}
+                    className="shrink-0"
+                  />
+                </a>
+              ) : null}
             </div>
           </div>
         </div>
@@ -129,21 +133,25 @@ export default async function NewsArticlePage({
                 </p>
               )}
               {/* Read Publication Button */}
-              <a
-                href="#"
-                className="bg-[#001f33] flex gap-[10px] items-center justify-center pl-[5px] pr-[7px] py-[3px] hover:bg-opacity-90 transition-colors"
-              >
-                <p className="font-mono text-base font-normal leading-[1.1] text-white tracking-[0.32px] uppercase">
-                  read publication
-                </p>
-                <Image
-                  src="/images/icons/arrow-icon.svg"
-                  alt=""
-                  width={10}
-                  height={10}
-                  className="shrink-0"
-                />
-              </a>
+              {article.paperUrl ? (
+                <a
+                  href={article.paperUrl}
+                  target="_blank"
+                  rel="noopener noreferrer"
+                  className="bg-[#001f33] flex gap-[10px] items-center justify-center pl-[5px] pr-[7px] py-[3px] hover:bg-opacity-90 transition-colors"
+                >
+                  <p className="font-mono text-base font-normal leading-[1.1] text-white tracking-[0.32px] uppercase">
+                    read publication
+                  </p>
+                  <Image
+                    src="/images/icons/arrow-icon.svg"
+                    alt=""
+                    width={10}
+                    height={10}
+                    className="shrink-0"
+                  />
+                </a>
+              ) : null}
             </div>
             {/* Hero Image */}
             <div className="relative w-full xl:w-[589px] shrink-0 aspect-[16/9] xl:aspect-auto xl:h-[332px]">
@@ -151,7 +159,7 @@ export default async function NewsArticlePage({
                 src={article.heroImage.src}
                 alt={article.heroImage.alt}
                 fill
-                className="object-cover"
+                className="object-contain"
               />
             </div>
           </div>
diff --git a/src/app/news/page.tsx b/src/app/news/page.tsx
index c9149df..1d9ce76 100644
--- a/src/app/news/page.tsx
+++ b/src/app/news/page.tsx
@@ -25,23 +25,22 @@ export default function NewsPage() {
       
       {/* Main Content */}
       <div className="pt-[64px] md:pt-[80px] min-h-[calc(100vh-200px)]">
-        {/* News List */}
-        <div className="flex flex-col items-center">
-          {displayedNews.map((newsItem) => (
-            <NewsCard key={newsItem.id} news={newsItem} />
-          ))}
-          
-          {/* Load More Button - only show if there are more news */}
-          {hasMoreNews && (
-            <button 
-              onClick={handleLoadMore}
-              className="bg-[#001f33] px-4 py-3 flex gap-2 items-center justify-center my-8 md:my-12 hover:bg-[#003355] transition-colors"
-            >
-              <p className="font-mono text-[14px] font-normal leading-[1.1] text-white text-center">
-                LOAD MORE
-              </p>
-            </button>
-          )}
+        <div className="mx-auto max-w-[1440px] px-5 lg:px-[120px]">
+          <div className="flex flex-col items-center">
+            {displayedNews.map((newsItem) => (
+              <NewsCard key={newsItem.id} news={newsItem} />
+            ))}
+            {hasMoreNews && (
+              <button
+                onClick={handleLoadMore}
+                className="bg-[#001f33] px-4 py-3 flex gap-2 items-center justify-center my-8 md:my-12 hover:bg-[#003355] transition-colors"
+              >
+                <p className="font-mono text-[14px] font-normal leading-[1.1] text-white text-center">
+                  LOAD MORE
+                </p>
+              </button>
+            )}
+          </div>
         </div>
       </div>
 
diff --git a/src/app/privacy/page.tsx b/src/app/privacy/page.tsx
new file mode 100644
index 0000000..516aeb7
--- /dev/null
+++ b/src/app/privacy/page.tsx
@@ -0,0 +1,259 @@
+import Navbar from "@/components/Navbar";
+import Section from "@/components/Section";
+import Footer from "@/components/Footer";
+import Link from "next/link";
+import { navigationItems } from "@/constants/navigation";
+
+export const metadata = {
+  title: "Privacy Policy | CCAI",
+  description: "Privacy Policy - Centre for Credible Artificial Intelligence",
+};
+
+export default function PrivacyPage() {
+  return (
+    <div className="relative min-h-screen bg-white">
+      <Navbar items={navigationItems} />
+
+      <div className="pt-[64px] md:pt-[80px]">
+        <Section className="py-20 md:py-32 lg:py-[180px]">
+          <div className="flex flex-col gap-10 max-w-[800px] mx-auto text-[#001f33]">
+            <h1 className="font-sans text-3xl md:text-[48px] font-normal leading-[1.1] tracking-[-0.96px]">
+              Privacy Policy
+            </h1>
+            <p className="font-sans text-base md:text-lg font-normal leading-[1.6]">
+              Centre for Credible Artificial Intelligence (CCAI)
+              <br />
+              Warsaw University of Technology
+            </p>
+
+            <section>
+              <h2 className="font-sans text-xl md:text-2xl font-normal mt-8 mb-4">
+                General Information
+              </h2>
+              <p className="font-sans text-base md:text-lg font-normal leading-[1.6]">
+                This Privacy Policy describes how personal data of users of the website available at:{" "}
+                <a href="https://credibleai.github.io" className="underline hover:no-underline" target="_blank" rel="noopener noreferrer">
+                  https://credibleai.github.io
+                </a>{" "}
+                (hereinafter: the &ldquo;Website&rdquo;) are collected, processed, and stored.
+              </p>
+              <p className="font-sans text-base md:text-lg font-normal leading-[1.6] mt-4">
+                The controller of personal data is:
+              </p>
+              <p className="font-sans text-base md:text-lg font-normal leading-[1.6] pl-4">
+                Warsaw University of Technology
+                <br />
+                Plac Politechniki 1
+                <br />
+                00-661 Warsaw, Poland
+                <br />
+                REGON: 000001554
+              </p>
+              <p className="font-sans text-base md:text-lg font-normal leading-[1.6] mt-4">
+                The Data Protection Officer may be contacted at:{" "}
+                <a href="mailto:iod@pw.edu.pl" className="underline hover:no-underline">iod@pw.edu.pl</a>.
+              </p>
+              <p className="font-sans text-base md:text-lg font-normal leading-[1.6] mt-4">
+                Personal data are processed in accordance with Regulation (EU) 2016/679 of the European Parliament and of the Council of 27 April 2016 (GDPR).
+              </p>
+              <p className="font-sans text-base md:text-lg font-normal leading-[1.6] mt-4">
+                By using the Website, the User accepts this Privacy Policy.
+              </p>
+            </section>
+
+            <section>
+              <h2 className="font-sans text-xl md:text-2xl font-normal mt-8 mb-4">
+                Purposes and Legal Basis of Processing
+              </h2>
+              <p className="font-sans text-base md:text-lg font-normal leading-[1.6]">
+                Personal data may be processed in order to:
+              </p>
+              <ul className="font-sans text-base md:text-lg font-normal leading-[1.6] list-disc pl-6 mt-2 space-y-1">
+                <li>ensure proper operation of the Website,</li>
+                <li>provide access to published content,</li>
+                <li>analyze traffic and usage statistics,</li>
+                <li>improve and adapt the Website,</li>
+                <li>maintain technical sessions,</li>
+                <li>ensure security of the Website,</li>
+                <li>establish, pursue, or defend legal claims.</li>
+              </ul>
+              <p className="font-sans text-base md:text-lg font-normal leading-[1.6] mt-4">
+                The legal basis for processing is Article 6(1)(f) GDPR – the legitimate interest of the controller.
+              </p>
+            </section>
+
+            <section>
+              <h2 className="font-sans text-xl md:text-2xl font-normal mt-8 mb-4">
+                Types of Data Collected
+              </h2>
+              <p className="font-sans text-base md:text-lg font-normal leading-[1.6]">
+                In accordance with standard internet practice, the server may automatically store information related to requests sent to the server, including:
+              </p>
+              <ul className="font-sans text-base md:text-lg font-normal leading-[1.6] list-disc pl-6 mt-2 space-y-1">
+                <li>IP address,</li>
+                <li>date and time of request,</li>
+                <li>requested resource,</li>
+                <li>HTTP response code,</li>
+                <li>size of the response,</li>
+                <li>referrer address,</li>
+                <li>browser and operating system information.</li>
+              </ul>
+              <p className="font-sans text-base md:text-lg font-normal leading-[1.6] mt-4">
+                These data may be stored in server logs for technical and security purposes.
+              </p>
+            </section>
+
+            <section>
+              <h2 className="font-sans text-xl md:text-2xl font-normal mt-8 mb-4">
+                Cookies
+              </h2>
+              <p className="font-sans text-base md:text-lg font-normal leading-[1.6]">
+                The Website may use cookies, which are small text files stored on the User&rsquo;s device.
+              </p>
+              <p className="font-sans text-base md:text-lg font-normal leading-[1.6] mt-4">
+                Cookies may be used to:
+              </p>
+              <ul className="font-sans text-base md:text-lg font-normal leading-[1.6] list-disc pl-6 mt-2 space-y-1">
+                <li>maintain sessions,</li>
+                <li>improve accessibility and usability,</li>
+                <li>generate anonymous statistics,</li>
+                <li>improve the structure and content of the Website.</li>
+              </ul>
+              <p className="font-sans text-base md:text-lg font-normal leading-[1.6] mt-4">
+                Cookies may be:
+              </p>
+              <ul className="font-sans text-base md:text-lg font-normal leading-[1.6] list-disc pl-6 mt-2 space-y-1">
+                <li>session cookies (temporary),</li>
+                <li>persistent cookies (stored for a defined period).</li>
+              </ul>
+              <p className="font-sans text-base md:text-lg font-normal leading-[1.6] mt-4">
+                Users may delete or disable cookies in their browser settings. Disabling cookies may limit certain functionalities of the Website.
+              </p>
+            </section>
+
+            <section>
+              <h2 className="font-sans text-xl md:text-2xl font-normal mt-8 mb-4">
+                Analytics and External Tools
+              </h2>
+              <p className="font-sans text-base md:text-lg font-normal leading-[1.6]">
+                The Website may use third-party tools to analyze traffic and improve usability, such as:
+              </p>
+              <ul className="font-sans text-base md:text-lg font-normal leading-[1.6] list-disc pl-6 mt-2 space-y-1">
+                <li>website analytics tools,</li>
+                <li>accessibility tools,</li>
+                <li>embedded media providers (e.g. YouTube, social media platforms).</li>
+              </ul>
+              <p className="font-sans text-base md:text-lg font-normal leading-[1.6] mt-4">
+                These services may place their own cookies and process certain technical data in accordance with their own privacy policies.
+              </p>
+              <p className="font-sans text-base md:text-lg font-normal leading-[1.6] mt-4">
+                Users can manage cookies and tracking preferences through their browser settings or appropriate browser extensions.
+              </p>
+            </section>
+
+            <section>
+              <h2 className="font-sans text-xl md:text-2xl font-normal mt-8 mb-4">
+                Transfer of Data Outside the EEA
+              </h2>
+              <p className="font-sans text-base md:text-lg font-normal leading-[1.6]">
+                If third-party services are used whose infrastructure is located outside the European Economic Area (EEA), data may be transferred to countries outside the EEA.
+              </p>
+              <p className="font-sans text-base md:text-lg font-normal leading-[1.6] mt-4">
+                Such transfers occur in accordance with GDPR requirements, including adequacy decisions or appropriate safeguards where applicable.
+              </p>
+            </section>
+
+            <section>
+              <h2 className="font-sans text-xl md:text-2xl font-normal mt-8 mb-4">
+                User Rights
+              </h2>
+              <p className="font-sans text-base md:text-lg font-normal leading-[1.6]">
+                Under GDPR, users have the right to:
+              </p>
+              <ul className="font-sans text-base md:text-lg font-normal leading-[1.6] list-disc pl-6 mt-2 space-y-1">
+                <li>access their personal data,</li>
+                <li>rectify inaccurate data,</li>
+                <li>request deletion of data,</li>
+                <li>restrict processing,</li>
+                <li>object to processing,</li>
+                <li>data portability (where applicable),</li>
+                <li>withdraw consent where processing is based on consent.</li>
+              </ul>
+              <p className="font-sans text-base md:text-lg font-normal leading-[1.6] mt-4">
+                Requests regarding personal data may be submitted to the data controller.
+              </p>
+              <p className="font-sans text-base md:text-lg font-normal leading-[1.6] mt-4">
+                Users also have the right to lodge a complaint with:
+              </p>
+              <p className="font-sans text-base md:text-lg font-normal leading-[1.6] pl-4 mt-2">
+                Urząd Ochrony Danych Osobowych (UODO)
+                <br />
+                ul. Stawki 2
+                <br />
+                00-193 Warsaw
+                <br />
+                <a href="https://uodo.gov.pl" className="underline hover:no-underline" target="_blank" rel="noopener noreferrer">
+                  https://uodo.gov.pl
+                </a>
+              </p>
+            </section>
+
+            <section>
+              <h2 className="font-sans text-xl md:text-2xl font-normal mt-8 mb-4">
+                Data Retention
+              </h2>
+              <p className="font-sans text-base md:text-lg font-normal leading-[1.6]">
+                Personal data are stored only for the period necessary to fulfill the purposes described above, or as required by applicable law.
+              </p>
+              <p className="font-sans text-base md:text-lg font-normal leading-[1.6] mt-4">
+                Server logs may be retained for technical and security purposes.
+              </p>
+            </section>
+
+            <section>
+              <h2 className="font-sans text-xl md:text-2xl font-normal mt-8 mb-4">
+                Changes to the Privacy Policy
+              </h2>
+              <p className="font-sans text-base md:text-lg font-normal leading-[1.6]">
+                The controller reserves the right to amend this Privacy Policy, particularly in case of:
+              </p>
+              <ul className="font-sans text-base md:text-lg font-normal leading-[1.6] list-disc pl-6 mt-2 space-y-1">
+                <li>legal changes,</li>
+                <li>technical changes to the Website,</li>
+                <li>introduction of new services or tools.</li>
+              </ul>
+              <p className="font-sans text-base md:text-lg font-normal leading-[1.6] mt-4">
+                The current version will always be available on the Website.
+              </p>
+            </section>
+
+            <section>
+              <h2 className="font-sans text-xl md:text-2xl font-normal mt-8 mb-4">
+                Contact
+              </h2>
+              <p className="font-sans text-base md:text-lg font-normal leading-[1.6]">
+                Questions regarding this Privacy Policy may be directed to:
+              </p>
+              <p className="font-sans text-base md:text-lg font-normal leading-[1.6] pl-4 mt-2">
+                Centre for Credible Artificial Intelligence
+                <br />
+                Warsaw University of Technology
+              </p>
+              <p className="font-sans text-base md:text-lg font-normal leading-[1.6] mt-4">
+                <Link href="/contact" className="underline hover:no-underline">
+                  Contact us
+                </Link>
+              </p>
+            </section>
+
+            <p className="font-mono text-sm text-[#001f33]/70 mt-12">
+              ©2026 Centre for Credible Artificial Intelligence. All rights reserved.
+            </p>
+          </div>
+        </Section>
+      </div>
+
+      <Footer />
+    </div>
+  );
+}
diff --git a/src/app/projects/page.tsx b/src/app/projects/page.tsx
index c71c6bb..aa4c9d6 100644
--- a/src/app/projects/page.tsx
+++ b/src/app/projects/page.tsx
@@ -11,7 +11,7 @@ export default function ProjectsPage() {
       <Navbar items={navigationItems} activeItem="/projects" />
       
       {/* Main Content */}
-      <div className="pt-20">
+      <div className="pt-[64px] md:pt-[80px]">
         {/* Header Section */}
         <Section className="py-20">
           <div className="flex flex-col gap-[19px] items-start leading-[1.1] text-[#001f33] w-full">
diff --git a/src/app/terms/page.tsx b/src/app/terms/page.tsx
new file mode 100644
index 0000000..9bbe195
--- /dev/null
+++ b/src/app/terms/page.tsx
@@ -0,0 +1,41 @@
+import Navbar from "@/components/Navbar";
+import Section from "@/components/Section";
+import Footer from "@/components/Footer";
+import Link from "next/link";
+import { navigationItems } from "@/constants/navigation";
+
+export const metadata = {
+  title: "Terms and Conditions | CCAI",
+  description: "Terms and Conditions - Centre for Credible Artificial Intelligence",
+};
+
+export default function TermsPage() {
+  return (
+    <div className="relative min-h-screen bg-white">
+      <Navbar items={navigationItems} />
+
+      <div className="pt-[64px] md:pt-[80px]">
+        <Section className="py-20 md:py-32 lg:py-[180px]">
+          <div className="flex flex-col gap-8 max-w-[800px] mx-auto text-[#001f33]">
+            <h1 className="font-sans text-3xl md:text-[48px] font-normal leading-[1.1] tracking-[-0.96px]">
+              Terms and Conditions
+            </h1>
+            <p className="font-sans text-base md:text-lg font-normal leading-[1.6]">
+              This page is under preparation. For any questions regarding terms of use,
+              please contact us at{" "}
+              <Link href="/contact" className="underline hover:no-underline">
+                Contact
+              </Link>
+              .
+            </p>
+            <p className="font-mono text-sm text-[#001f33]/70">
+              ©2026 Centre for Credible Artificial Intelligence. All rights reserved.
+            </p>
+          </div>
+        </Section>
+      </div>
+
+      <Footer />
+    </div>
+  );
+}
diff --git a/src/components/Footer.tsx b/src/components/Footer.tsx
index c766f3d..15efe02 100644
--- a/src/components/Footer.tsx
+++ b/src/components/Footer.tsx
@@ -9,16 +9,16 @@ import {
 
 export default function Footer() {
   return (
-    <footer className="border-t-[0.5px] border-[#a3a3a3] bg-white">
+    <footer className="border-t-[0.5px] border-[#a3a3a3] bg-white overflow-x-hidden">
       {/* Mobile Layout */}
       <div className="md:hidden flex flex-col gap-10 px-5 py-10">
         {/* Logo and Copyright */}
         <div className="flex flex-col gap-4 pb-0 pt-1">
           <Logo className="h-[40px] w-[185.715px]" />
-          <div className="font-mono text-xs font-normal leading-[1.1] text-[#001f33]">
+          <div className="font-mono text-sm font-normal leading-[1.1] text-[#001f33]">
             <p className="mb-0">Centre for Credible Artificial Intelligence</p>
             <p className="mb-0">Warsaw University of Technology</p>
-            <p>©2025 All rights reserved.</p>
+            <p>©2026 All rights reserved.</p>
           </div>
         </div>
 
@@ -70,7 +70,15 @@ export default function Footer() {
           </p>
           <div className="flex flex-col gap-4 font-mono text-sm font-normal leading-[1.1] text-[#001f33]">
             {partners.map((partner, index) => (
-              <p key={index}>{partner}</p>
+              <Link
+                key={index}
+                href={partner.href}
+                target="_blank"
+                rel="noopener noreferrer"
+                className="hover:underline"
+              >
+                {partner.name}
+              </Link>
             ))}
           </div>
         </div>
@@ -94,12 +102,12 @@ export default function Footer() {
         </div>
       </div>
 
-      {/* Desktop Layout */}
-      <div className="hidden md:flex mx-auto max-w-[1440px] gap-10 lg:gap-20 px-5 lg:px-[120px] py-10 lg:py-20 flex-wrap lg:flex-nowrap">
+      {/* Desktop Layout - tablet: wrap cleanly; desktop: single row */}
+      <div className="hidden md:flex mx-auto max-w-[1440px] gap-10 lg:gap-20 px-5 lg:px-[120px] py-10 lg:py-20 flex-wrap lg:flex-nowrap min-w-0 w-full">
         {/* Left Column - Logo and Copyright */}
-        <div className="flex flex-col gap-20 pb-0 pt-1 shrink-0">
+        <div className="flex flex-col gap-20 pb-0 pt-1 shrink-0 min-w-0">
           <Logo className="h-[60px]" />
-          <div className="font-mono text-base font-normal uppercase leading-[1.1] text-[#001f33]">
+          <div className="font-mono text-sm font-normal uppercase leading-[1.1] text-[#001f33]">
             <p className="mb-0">Centre for Credible Artificial Intelligence</p>
             <p className="mb-0">Warsaw University of Technology</p>
             <p>©2025 All rights reserved.</p>
@@ -107,7 +115,7 @@ export default function Footer() {
         </div>
 
         {/* Spotlight Column */}
-        <div className="flex flex-col gap-7">
+        <div className="flex flex-col gap-7 min-w-0 shrink-0">
           <p className="font-sans text-lg font-semibold leading-none tracking-[0.18px] text-[#001f33]">
             Spotlight
           </p>
@@ -125,7 +133,7 @@ export default function Footer() {
         </div>
 
         {/* Follow Us Column */}
-        <div className="flex flex-col gap-7">
+        <div className="flex flex-col gap-7 min-w-0 shrink-0">
           <p className="font-sans text-lg font-semibold leading-none tracking-[0.18px] text-[#001f33]">
             Follow us
           </p>
@@ -145,14 +153,22 @@ export default function Footer() {
         </div>
 
         {/* Partners and Legal Column */}
-        <div className="flex flex-col gap-7">
+        <div className="flex flex-col gap-7 min-w-0 shrink-0">
           <div className="flex flex-col gap-7">
             <p className="font-sans text-lg font-semibold leading-none tracking-[0.18px] text-[#001f33]">
               Partners
             </p>
             <div className="flex flex-col gap-4 font-mono text-sm font-normal uppercase leading-[1.1] text-[#001f33]">
               {partners.map((partner, index) => (
-                <p key={index}>{partner}</p>
+                <Link
+                  key={index}
+                  href={partner.href}
+                  target="_blank"
+                  rel="noopener noreferrer"
+                  className="hover:underline"
+                >
+                  {partner.name}
+                </Link>
               ))}
             </div>
           </div>
diff --git a/src/components/Gallery.tsx b/src/components/Gallery.tsx
index 5720659..b86edf3 100644
--- a/src/components/Gallery.tsx
+++ b/src/components/Gallery.tsx
@@ -81,7 +81,7 @@ export default function Gallery({ images, title = "Gallery" }: GalleryProps) {
               src={image.thumbnailSrc}
               alt={image.alt}
               fill
-              className="object-cover transition-transform duration-300 group-hover:scale-105"
+              className="object-contain transition-transform duration-300 group-hover:scale-105"
               sizes="(max-width: 768px) 50vw, (max-width: 1024px) 33vw, 25vw"
             />
             {/* Hover overlay */}
diff --git a/src/components/HeroBackgroundBoxes.tsx b/src/components/HeroBackgroundBoxes.tsx
index 60ed23d..6a8e6cc 100644
--- a/src/components/HeroBackgroundBoxes.tsx
+++ b/src/components/HeroBackgroundBoxes.tsx
@@ -2,20 +2,31 @@
 
 import { useEffect, useState } from "react";
 
-// We decode AI block content - responsive text size
+// We decode AI block content - responsive text size; tagline per design
 const WeDecodeAIBlock = ({ viewportSize }: { viewportSize: "sm" | "md" | "lg" | "xl" }) => {
   const textSizes = {
-    sm: "text-[45px]",
-    md: "text-[45px]",
-    lg: "text-[55px]",
-    xl: "text-[65px]",
+    sm: "text-[38px]",
+    md: "text-[42px]",
+    lg: "text-[52px]",
+    xl: "text-[60px]",
+  };
+  const taglineSizes = {
+    sm: "text-xs",
+    md: "text-sm",
+    lg: "text-base",
+    xl: "text-base",
   };
 
   return (
-    <div className="h-full w-full flex items-center justify-start px-3.5 py-2.5 overflow-hidden">
+    <div className="h-full w-full flex flex-col justify-center gap-0.5 px-3.5 py-2 overflow-hidden">
       <h1 className={`font-sans ${textSizes[viewportSize]} font-normal leading-[0.9] tracking-[-0.45px] text-[#001f33] whitespace-nowrap`}>
         Decode AI
       </h1>
+      <p className={`font-sans ${taglineSizes[viewportSize]} font-normal leading-[1.2] text-[#001f33] uppercase`}>
+        Peeling off the secrets of AI.
+        <br />
+        Layer by layer.
+      </p>
     </div>
   );
 };
@@ -300,43 +311,38 @@ const baseBoxes: Box[] = [
       },
     },
   },
-  // We decode AI block - responsive positioning and sizing
-  // Values are in percentages relative to container (1440px width, 760px height base)
+  // We decode AI block - same horizontal margins as navbar/content (20px mobile, 120px lg+)
   {
     id: "we-decode-ai",
-    width: (500 / BASE_WIDTH) * 100, // ~34.7% for xl (wider to fit text)
-    height: (89.169 / BASE_HEIGHT) * 100, // ~11.7%
-    left: (120.33 / BASE_WIDTH) * 100, // ~8.4% for xl
-    top: ((120 - TOP_OFFSET + 20) / BASE_HEIGHT) * 100, // Moved down a bit
-    content: null, // Will be set dynamically based on viewport
+    width: (390 / BASE_WIDTH) * 100,
+    height: (130 / BASE_HEIGHT) * 100,
+    left: (120 / BASE_WIDTH) * 100,
+    top: ((120 - TOP_OFFSET + 20) / BASE_HEIGHT) * 100,
+    content: null,
     responsive: {
       sm: {
-        // Mobile: 375px - positioned near top with slight margin
-        width: (335 / 375) * 100, // 335px width
-        height: (61.144 / 667) * 100, // Height
-        left: (20 / 375) * 100, // 20px from left
-        top: (20 / 667) * 100, // 20px from top (slight margin)
+        width: (255 / 375) * 100,
+        height: (100 / 667) * 100,
+        left: (20 / 375) * 100,
+        top: (20 / 667) * 100,
       },
       md: {
-        // Tablet: 768px
-        width: (420 / 768) * 100, // ~55% of tablet width (wider)
-        height: (75 / 1024) * 100,
-        left: (40 / 768) * 100, // ~5.2% from left
-        top: ((90 - 50 + 20) / 1024) * 100, // Moved down a bit
+        width: (360 / 768) * 100,
+        height: (128 / 1024) * 100,
+        left: (20 / 768) * 100,
+        top: ((90 - 50 + 20) / 1024) * 100,
       },
       lg: {
-        // Desktop: 1024px
-        width: (460 / 1024) * 100, // ~45% of desktop width (wider)
-        height: (82 / 768) * 100,
-        left: (70 / 1024) * 100, // ~6.8% from left
-        top: ((110 - 60 + 25) / 768) * 100, // Moved down a bit
+        width: (360 / 1024) * 100,
+        height: (120 / 768) * 100,
+        left: (120 / 1024) * 100,
+        top: ((110 - 60 + 25) / 768) * 100,
       },
       xl: {
-        // Large Desktop: 1440px+
-        width: (500 / 1440) * 100, // ~34.7% of xl width (wider)
-        height: (89.169 / 760) * 100, // ~11.7%
-        left: (120.33 / 1440) * 100, // ~8.4% from left
-        top: ((120 - TOP_OFFSET + 20) / 760) * 100, // Moved down a bit
+        width: (390 / 1440) * 100,
+        height: (130 / 760) * 100,
+        left: (120 / 1440) * 100,
+        top: ((120 - TOP_OFFSET + 20) / 760) * 100,
       },
     },
   },
diff --git a/src/components/Navbar.tsx b/src/components/Navbar.tsx
index f027acc..60cea5f 100644
--- a/src/components/Navbar.tsx
+++ b/src/components/Navbar.tsx
@@ -107,7 +107,7 @@ export default function Navbar({ items, activeItem }: NavbarProps) {
   return (
     <>
       <nav className="fixed top-0 left-0 right-0 z-50 border-b-[0.5px] border-[#a3a3a3] bg-white">
-        <div className="mx-auto flex max-w-[1440px] items-center justify-between pl-5 pr-0 md:px-5 lg:px-[120px] py-0 h-[48px] md:h-[64px]">
+        <div className="mx-auto flex max-w-[1440px] items-center justify-between px-5 lg:px-[120px] py-0 h-[48px] md:h-[64px]">
           <Link href="/" className="hover:opacity-80 transition-opacity flex items-center">
             <img 
               src="/images/Logo-hor.svg" 
diff --git a/src/components/NewsCard.tsx b/src/components/NewsCard.tsx
index 2757126..a21d9a5 100644
--- a/src/components/NewsCard.tsx
+++ b/src/components/NewsCard.tsx
@@ -10,19 +10,19 @@ export default function NewsCard({ news }: NewsCardProps) {
   return (
     <Link
       href={`/news/${news.id}`}
-      className="flex flex-col md:flex-row gap-6 border-b border-[#a3a3a3] px-5 md:px-5 lg:px-[120px] py-10 hover:bg-gray-50 transition-colors group bg-white"
+      className="flex flex-col md:flex-row gap-6 border-b border-[#a3a3a3] py-10 hover:bg-gray-50 transition-colors group bg-white w-full"
     >
       {/* Mobile: Image first, Desktop: Content first */}
       <div className="block md:hidden relative w-full aspect-[589/332]">
-        <Image
-          src={news.heroImage.src}
-          alt={news.heroImage.alt}
-          fill
-          className="object-cover"
-        />
-      </div>
+          <Image
+            src={news.heroImage.src}
+            alt={news.heroImage.alt}
+            fill
+            className="object-contain"
+          />
+        </div>
 
-      <div className="flex flex-1 flex-col gap-6 md:gap-10 text-[#001f33]">
+        <div className="flex flex-1 flex-col gap-6 md:gap-10 text-[#001f33]">
         <div className="flex flex-col gap-[10px] md:gap-[19px] leading-[1.1]">
           <p className="font-mono text-base md:text-lg font-normal uppercase tracking-[0.32px] md:tracking-[0.36px]">
             {news.subtitle}
@@ -58,7 +58,7 @@ export default function NewsCard({ news }: NewsCardProps) {
           src={news.heroImage.src}
           alt={news.heroImage.alt}
           fill
-          className="object-cover"
+          className="object-contain"
         />
       </div>
     </Link>
diff --git a/src/components/OpportunityCard.tsx b/src/components/OpportunityCard.tsx
index 9ec760e..91bde1b 100644
--- a/src/components/OpportunityCard.tsx
+++ b/src/components/OpportunityCard.tsx
@@ -24,9 +24,9 @@ export default function OpportunityCard({ opportunity }: OpportunityCardProps) {
   return (
     <Link
       href={`/join-us/${opportunity.id}`}
-      className={`flex flex-col ${opportunity.imageUrl ? "md:flex-row" : ""} gap-4 md:gap-6 border-b border-[#a3a3a3] px-6 md:px-[120px] py-6 md:py-10 hover:bg-gray-50 transition-colors group`}
+      className={`flex flex-col ${opportunity.imageUrl ? "md:flex-row" : ""} gap-4 md:gap-6 border-b border-[#a3a3a3] py-6 md:py-10 hover:bg-gray-50 transition-colors group w-full`}
     >
-      <div className="flex flex-1 flex-col gap-4 md:gap-6 text-[#001f33]">
+      <div className="flex flex-1 flex-col gap-4 md:gap-6 text-[#001f33] min-w-0">
         <div className="flex flex-col gap-3 md:gap-[19px] leading-[1.1]">
           <div className="flex gap-3 md:gap-4 items-center flex-wrap">
             {opportunity.type && (
diff --git a/src/constants/navigation.ts b/src/constants/navigation.ts
index 1611d94..7b33527 100644
--- a/src/constants/navigation.ts
+++ b/src/constants/navigation.ts
@@ -18,13 +18,13 @@ export const spotlightLinks = [
 ];
 
 export const socialLinks = [
-  { platform: "LinkedIn", href: "https://www.linkedin.com/company/106999413/admin/dashboard/" },
+  { platform: "LinkedIn", href: "https://www.linkedin.com/company/centre-credible-ai" },
   { platform: "Twitter", href: "https://x.com/ccaiwut" },
 ];
 
 export const partners = [
-  "Warsaw University of Technology",
-  "Foundation for Polish Science",
+  { name: "Warsaw University of Technology", href: "https://www.pw.edu.pl" },
+  { name: "Foundation for Polish Science", href: "https://www.fnp.org.pl" },
 ];
 
 export const legalLinks = [
diff --git a/src/data/news/auditing-lung-cancer-risk-prediction-snap.ts b/src/data/news/auditing-lung-cancer-risk-prediction-snap.ts
new file mode 100644
index 0000000..01a8fd6
--- /dev/null
+++ b/src/data/news/auditing-lung-cancer-risk-prediction-snap.ts
@@ -0,0 +1,73 @@
+import { Article } from "@/types/article";
+
+export const auditingLungCancerRiskPredictionSnap: Article = {
+  id: "auditing-lung-cancer-risk-prediction-snap",
+  title: "Auditing Lung Cancer Risk Prediction Models with Generative Explanations",
+  subtitle: "feb 2026",
+  description:
+    "CCAI researchers Bartłomiej Sobieski and Jakub Grzywaczewski co-authored work on S(H)NAP, an explanation framework for lung cancer risk prediction that uses generative interventional attributions to move from correlation toward causal verification.",
+  heroImage: {
+    src: "/images/news/lung-1.jpeg",
+    alt: "Auditing lung cancer risk prediction with S(H)NAP",
+  },
+  author: "CCAI Team",
+  category: "Research",
+  publishedDate: "2026-02-01",
+  paperUrl: "https://arxiv.org/abs/2602.02560",
+  content: [
+    {
+      id: "intro",
+      type: "paragraph",
+      text: "At the Centre for Credible AI, we develop methods in explainable artificial intelligence (XAI) that support both model auditing and scientific discovery, with the long-term goal of improving the safety and reliability of AI systems in high-stakes domains such as medicine.",
+    },
+    {
+      id: "share",
+      type: "paragraph",
+      text: "We are pleased to share research on the interpretability and reliability of deep learning models for lung cancer risk prediction, co-authored by two researchers from our Centre, Bartłomiej Sobieski and Jakub Grzywaczewski.",
+    },
+    {
+      id: "context",
+      type: "paragraph",
+      text: "Lung cancer is the leading cause of cancer-related death worldwide, driving the development of automated screening tools such as Sybil, created by Regina Barzilay's group at the MIT Jameel Clinic to predict lung cancer risk from imaging data.",
+    },
+    {
+      id: "risks",
+      type: "paragraph",
+      text: "Despite strong performance, deploying such models carries serious risks: missing high-risk patients is unacceptable, reliance on clinically irrelevant cues must be avoided, and correlation-based validation does not explain how predictions are made.",
+    },
+    {
+      id: "snap-heading",
+      type: "heading",
+      level: 2,
+      text: "S(H)NAP: An Explanation Framework for Lung Cancer Risk",
+    },
+    {
+      id: "snap-content",
+      type: "paragraph",
+      text: "This work introduces S(H)NAP, an explanation framework tailored to lung cancer risk prediction. It uses generative interventional attributions—combining diffusion bridge modeling, game-theoretic explainability, and medical expertise—to move from correlation toward causal verification of model behavior.",
+    },
+    {
+      id: "results",
+      type: "paragraph",
+      text: "Results show the model often aligns with radiologists in distinguishing malignant from benign nodules, but also reveal critical failure modes, including sensitivity to artifacts and radial bias. The study underscores the need for rigorous, domain-specific auditing of clinical AI systems, as general-purpose explanation methods may miss important risks.",
+    },
+    {
+      id: "team",
+      type: "paragraph",
+      text: "The work was carried out by a multidisciplinary team including Jakub Grzywaczewski, Bartłomiej Sobieski, Karol Dobiczek, Mateusz Wójcik, Tomasz Bartczak, Patryk Szatkowski, Przemysław Bombiński, Matthew Tivnan, and Przemysław Biecek.",
+    },
+    {
+      id: "paper-link",
+      type: "paragraph",
+      text: "The paper is available here: https://arxiv.org/abs/2602.02560",
+    },
+  ],
+  gallery: [
+    {
+      id: "snap-2",
+      thumbnailSrc: "/images/news/lung-2.png",
+      fullSrc: "/images/news/lung-2.png",
+      alt: "S(H)NAP lung cancer risk prediction research",
+    },
+  ],
+};
diff --git a/src/data/news/iclr-2026-ccai-hcai-collaboration.ts b/src/data/news/iclr-2026-ccai-hcai-collaboration.ts
new file mode 100644
index 0000000..cfb51c8
--- /dev/null
+++ b/src/data/news/iclr-2026-ccai-hcai-collaboration.ts
@@ -0,0 +1,60 @@
+import { Article } from "@/types/article";
+
+export const iclr2026CcaiHcaiCollaboration: Article = {
+  id: "iclr-2026-ccai-hcai-collaboration",
+  title: "CCAI Collaboration with HCAI Accepted to ICLR 2026 in Rio de Janeiro, Brazil",
+  subtitle: "jan 2026",
+  description:
+    "A joint research collaboration between the Centre for Credible AI and the Human Centred AI Lab (HCAI) at the University of Technology Sydney has resulted in a paper accepted to ICLR 2026.",
+  heroImage: {
+    src: "/images/news/iclr.jpg",
+    alt: "ICLR 2026 – CCAI and HCAI collaboration accepted",
+  },
+  author: "CCAI Team",
+  category: "Research",
+  publishedDate: "2026-01-01",
+  paperUrl: "https://openreview.net/forum?id=FF14TqjU3e",
+  content: [
+    {
+      id: "intro",
+      type: "paragraph",
+      text: "We are pleased to share that a joint research collaboration between the Centre for Credible AI and the Human Centred AI Lab (HCAI) at the University of Technology Sydney, led by Jianlong Zhou, has resulted in a paper accepted to ICLR 2026 – The Fourteenth International Conference on Learning Representations, which will take place in Rio de Janeiro, Brazil.",
+    },
+    {
+      id: "problem",
+      type: "paragraph",
+      text: "The paper addresses a fundamental problem in the evaluation of attribution methods. Many widely used evaluation metrics rely on perturbation techniques, such as naive feature masking, which can produce out-of-distribution samples and distort model behavior, leading to unreliable conclusions about explanation quality.",
+    },
+    {
+      id: "solution-heading",
+      type: "heading",
+      level: 2,
+      text: "Proposed Evaluation Framework",
+    },
+    {
+      id: "solution-intro",
+      type: "paragraph",
+      text: "To address this issue, the authors propose a new evaluation framework that:",
+    },
+    {
+      id: "solution-list",
+      type: "list",
+      items: [
+        "uses diffusion models to reconstruct masked regions so that evaluation samples remain in-distribution,",
+        "ensures that reconstructed regions do not introduce new evidence affecting the model's prediction, and",
+        "enforces hard constraints on features that must remain unchanged during evaluation.",
+      ],
+      ordered: false,
+    },
+    {
+      id: "authors",
+      type: "paragraph",
+      text: "The work was co-authored by Bartłomiej Sobieski and Przemysław Biecek in collaboration with researchers from the HCAI team.",
+    },
+    {
+      id: "paper-link",
+      type: "paragraph",
+      text: "The paper is available here: https://openreview.net/forum?id=FF14TqjU3e",
+    },
+  ],
+};
diff --git a/src/data/news/index.ts b/src/data/news/index.ts
index 4b50df2..317a9e3 100644
--- a/src/data/news/index.ts
+++ b/src/data/news/index.ts
@@ -1,7 +1,13 @@
 import { Article } from "@/types/article";
 import { grandOpeningCcai } from "./grand-opening-ccai";
+import { neurips2025CcaiResearchers } from "./neurips-2025-ccai-researchers";
+import { iclr2026CcaiHcaiCollaboration } from "./iclr-2026-ccai-hcai-collaboration";
+import { auditingLungCancerRiskPredictionSnap } from "./auditing-lung-cancer-risk-prediction-snap";
 
 export const news: Article[] = [
+  auditingLungCancerRiskPredictionSnap,
+  iclr2026CcaiHcaiCollaboration,
+  neurips2025CcaiResearchers,
   grandOpeningCcai,
 ];
 
@@ -9,4 +15,4 @@ export function getNewsById(id: string): Article | undefined {
   return news.find((article) => article.id === id);
 }
 
-export { grandOpeningCcai };
+export { grandOpeningCcai, neurips2025CcaiResearchers, iclr2026CcaiHcaiCollaboration, auditingLungCancerRiskPredictionSnap };
diff --git a/src/data/news/neurips-2025-ccai-researchers.ts b/src/data/news/neurips-2025-ccai-researchers.ts
new file mode 100644
index 0000000..c2458bf
--- /dev/null
+++ b/src/data/news/neurips-2025-ccai-researchers.ts
@@ -0,0 +1,69 @@
+import { Article } from "@/types/article";
+
+export const neurips2025CcaiResearchers: Article = {
+  id: "neurips-2025-ccai-researchers",
+  title: "Two CCAI Researchers Presented Their Works at NeurIPS 2025 in San Diego",
+  subtitle: "dec 7, 2025",
+  description:
+    "Bartłomiej Sobieski and Hubert Baniecki from the Centre for Credible AI presented their research at the Thirty-Ninth Annual Conference on Neural Information Processing Systems (NeurIPS 2025), held in San Diego, USA.",
+  heroImage: {
+    src: "/images/news/neurips1.jpeg",
+    alt: "NeurIPS 2025 – CCAI researchers present at conference",
+  },
+  author: "CCAI Team",
+  category: "Research",
+  publishedDate: "2025-12-07",
+  paperUrl: "https://openreview.net/forum?id=cipx3rwfWp",
+  content: [
+    {
+      id: "intro",
+      type: "paragraph",
+      text: "We are pleased to share that two members of the Centre for Credible AI, Bartłomiej Sobieski and Hubert Baniecki, presented their research at the Thirty-Ninth Annual Conference on Neural Information Processing Systems (NeurIPS 2025), held in San Diego, USA, from December 2–7, 2025.",
+    },
+    {
+      id: "neurips-context",
+      type: "paragraph",
+      text: "NeurIPS is one of the most influential international conferences in machine learning and artificial intelligence, bringing together researchers from academia and industry to present and discuss cutting-edge work. Both CCAI researchers presented their papers during poster sessions, contributing to discussions with the global research community.",
+    },
+    {
+      id: "sobieski-heading",
+      type: "heading",
+      level: 2,
+      text: "Bartłomiej Sobieski: System-Embedded Diffusion Bridge Models",
+    },
+    {
+      id: "sobieski-content",
+      type: "paragraph",
+      text: "Bartłomiej Sobieski presented work on System-Embedded Diffusion Bridge Models, a method for solving inverse problems, where the goal is to recover signals from incomplete or noisy measurements. His research focuses on integrating knowledge of the measurement system directly into supervised diffusion bridge models by embedding the linear system into the coefficients of a matrix-valued stochastic differential equation. This approach improves performance across a range of linear inverse problems and shows strong robustness when the measurement system differs between training and real-world deployment.",
+    },
+    {
+      id: "sobieski-paper",
+      type: "paragraph",
+      text: "Paper: https://openreview.net/forum?id=cipx3rwfWp",
+    },
+    {
+      id: "baniecki-heading",
+      type: "heading",
+      level: 2,
+      text: "Hubert Baniecki: Explaining Similarity in Vision-Language Encoders",
+    },
+    {
+      id: "baniecki-content",
+      type: "paragraph",
+      text: "Hubert Baniecki presented a paper titled “Explaining Similarity in Vision-Language Encoders with Weighted Banzhaf Interactions.” His work addresses the challenge of explaining similarity scores produced by vision-language models trained with language-image pre-training. The proposed framework, FIxLIP, introduces second-order interaction explanations based on the weighted Banzhaf interaction index, enabling analysis of interactions between image regions and text tokens rather than only individual contributions. The method also extends standard evaluation metrics to interaction explanations and demonstrates improved explanatory power on benchmarks such as MS COCO and ImageNet-1k.",
+    },
+    {
+      id: "baniecki-paper",
+      type: "paragraph",
+      text: "Paper: https://openreview.net/forum?id=on22Rx5A4F",
+    },
+  ],
+  gallery: [
+    {
+      id: "neurips-2",
+      thumbnailSrc: "/images/news/neurips-2.jpeg",
+      fullSrc: "/images/news/neurips-2.jpeg",
+      alt: "NeurIPS 2025 – CCAI researchers",
+    },
+  ],
+};
diff --git a/src/types/article.ts b/src/types/article.ts
index 9984924..49918ab 100644
--- a/src/types/article.ts
+++ b/src/types/article.ts
@@ -99,5 +99,7 @@ export interface Article {
   gallery?: GalleryImage[];
   publishedDate?: string;
   updatedDate?: string;
+  /** Optional URL for the primary publication (e.g. paper on OpenReview or arXiv). */
+  paperUrl?: string;
 }