stuff

Author: digiamm

docs/index.html

@@ -49,7 +49,7 @@ <h1>Spatial AI</h1>
       <div class="fact"><div class="fact__k">Hours</div><div class="fact__v">~36 h</div></div>
       <div class="fact"><div class="fact__k">Level</div><div class="fact__v">MSc</div></div>
       <div class="fact"><div class="fact__k">Language</div><div class="fact__v">English</div></div>
-      <div class="fact"><div class="fact__k">Semester</div><div class="fact__v">A.Y. 2026/27 <br> Oct - mid Nov</div></div>
+      <div class="fact"><div class="fact__k">Semester</div><div class="fact__v">A.Y. 2026/27<span class="fact__sub">First period · Oct–mid Nov</span></div></div>
     </div>
 
     <!-- ABOUT + OUTCOMES -->
@@ -64,7 +64,7 @@ <h1>Spatial AI</h1>
            It is one module of the 12 CFU Elective in Artificial Intelligence.</p>
       </div>
       <div>
-        <div class="eyebrow" style="margin-bottom:12px;">What you'll learn</div>
+        <div class="eyebrow" style="margin-bottom:12px;">Learning outcomes</div>
         <ul class="outcomes">
           <li>Represent 3D scenes with point clouds, meshes, voxels, implicit fields, and Gaussians, and reason about the geometry of image formation.</li>
           <li>Reconstruct geometry from images: monocular and multi-view depth, Structure-from-Motion, and SLAM.</li>
@@ -79,7 +79,7 @@ <h1>Spatial AI</h1>
 <!-- ===== DEMO ===== -->
 <section id="demo">
   <div class="wrap section-pad">
-    <div class="sec-head"><span class="sec-bar"></span><h2>Demos</h2></div>
+    <div class="sec-head"><span class="sec-bar"></span><h2>What you will learn</h2></div>
 
     <h3 class="demo-subhead">Mesh vs Rendering</h3>
     <p class="demo-sub">The same office scene reconstructed two ways: a classical mesh and rendering (3D Gaussian Splatting). Drag the slider to wipe between them.</p>
@@ -92,7 +92,7 @@ <h3 class="demo-subhead">Mesh vs Rendering</h3>
     <p class="demo-caption"><a href="https://rvp-group.github.io/mrhash/" target="_blank" rel="noopener">MrHash</a></p>
 
     <h3 class="demo-subhead">Active localization</h3>
-    <p class="demo-sub">Choosing where to look to localize reliably: your robot should see only place that help it localize! Selecting viewpoints that maximize camera pose-estimation accuracy.</p>
+    <p class="demo-sub">Choosing where to look to localize reliably: your robot should see only places that help it localize! Selecting viewpoints that maximize camera pose-estimation accuracy.</p>
     <div class="video-frame">
       <video class="demo-video" loop playsinline autoplay muted
              src="video/actloc_video.mp4"></video>
@@ -353,9 +353,9 @@ <h3 class="demo-subhead">Active localization</h3>
       </div>
       <div class="exam">
         <div class="card__k" style="margin-bottom:10px;">Exam format</div>
-        <p>This 3 CFU module is assessed by a <strong>quiz</strong> (13 questions, max 10 points) and an end-to-end <strong>group project</strong> (max 20 points, with up to <strong>+3 bonus</strong> points for implementing a method from a paper or placing in the top 3 of the class leaderboard).</p>
-        <p>The project will be just built on the practical sessions.</p>
-        <p>The quiz is offered on the last day of lessons and again in the standard exam sessions. Projects can be presented in a 10-minute talk at the end of December or during standard exam periods. The module grade combines with the other modules of the 12 CFU Elective in Artificial Intelligence.</p>
+        <p>Assessment has two parts: a <strong>quiz</strong> (13 questions, max 10 points) and a <strong>group project</strong> built on the practical sessions (max 20 points, plus up to <strong>+3 bonus</strong> for reimplementing something from a paper method or a top-3 leaderboard finish).</p>
+        <p>The quiz is held on the last day of lessons, with further sittings in the standard exam sessions. The project can be presented in a 10-minute talk at the end of December or during standard exam sessions.</p>
+        <p>This grade counts toward the overall mark of the 12 CFU Elective in Artificial Intelligence.</p>
       </div>
     </div>
   </div>

docs/styles.css

@@ -82,6 +82,7 @@ section + section, .section-divider{border-top:1px solid var(--border);}
 .fact:last-child{border-right:0;}
 .fact__k{font-family:var(--mono);font-size:11px;letter-spacing:.06em;text-transform:uppercase;color:var(--muted-soft);}
 .fact__v{margin-top:6px;font-size:18px;font-weight:600;}
+.fact__sub{display:block;margin-top:3px;font-family:var(--mono);font-size:12px;font-weight:400;color:var(--muted);}
 
 /* ---------- ABOUT ---------- */
 .about{display:grid;grid-template-columns:1.4fr 1fr;gap:48px;margin-top:52px;}
@@ -136,6 +137,7 @@ section + section, .section-divider{border-top:1px solid var(--border);}
 .bar__fill{height:100%;background:var(--blue);border-radius:99px;}
 .exam{border:1px solid var(--border);border-radius:12px;background:#fff;padding:22px;}
 .exam p{margin-top:0;font-size:15px;line-height:1.65;color:#3f4856;}
+.exam p + p{margin-top:14px;}
 
 /* ---------- ASSIGNMENTS ---------- */
 .assign{border:1px solid var(--border);border-radius:12px;background:#fff;padding:22px;display:flex;flex-direction:column;}