diff --git a/courses/ARCH-4963.html b/courses/ARCH-4963.html
index 5c7d7fa72..1f489ccec 100644
--- a/courses/ARCH-4963.html
+++ b/courses/ARCH-4963.html
@@ -37,7 +37,7 @@
         </p>
         <div id="cattrs-container">
           <span id="credits-pill" class="attr-pill">
-            4 credits
+            2 credits
           </span>
         </div>
         <div id="prereq-container" class="rel-info-container">
@@ -134,20 +134,7 @@
               </td>
               <td colspan="2" class="term summer not-offered">
               </td>
-              <td class="term fall offered">
-                <div class="view-container detail-view-container">
-                  <span class="term-course-info">
-                    Lght, Sci & Tech Architecture (4c)
-                  </span>
-                  <ul class="prof-list">
-                    <li>Ukwatte Lokuliyanage Indika Upendra Perera</li>
-                    <li>Jean Paul Freyssinier</li>
-                    <li>Nadarajah Narendran</li>
-                  </ul>
-                  <span class="course-capacity">
-                    Seats Taken: 0/12
-                  </span>
-                </div>
+              <td class="term fall not-offered">
               </td>
             </tr>
             <tr>
diff --git a/courses/ARCH-6963.html b/courses/ARCH-6963.html
index ae4bbc3ca..eeb6cdb9a 100644
--- a/courses/ARCH-6963.html
+++ b/courses/ARCH-6963.html
@@ -45,7 +45,7 @@
             Cross-listed with:
           </div>
           <div id=crosslist-classes" class="rel-info-courses">
-            <a class="course-pill" href="ARCH-4963.html">ARCH-4963 Lght, Sci & Tech Architecture</a>
+            <a class="course-pill" href="ARCH-4963.html">ARCH-4963 Design Futures & Flood Reslncy</a>
           </div>
         </div>
         <div id="prereq-container" class="rel-info-container">
@@ -131,7 +131,7 @@
               </td>
               <td colspan="2" class="term summer not-offered">
               </td>
-              <td class="term fall offered-diff-code">
+              <td class="term fall not-offered">
               </td>
             </tr>
             <tr>
diff --git a/courses/BIOL-6990.html b/courses/BIOL-6990.html
index 0d089bd22..773cab665 100644
--- a/courses/BIOL-6990.html
+++ b/courses/BIOL-6990.html
@@ -141,6 +141,7 @@
                     Master's Thesis (1-9c)
                   </span>
                   <ul class="prof-list">
+                    <li>Chunyu Wang</li>
                     <li>Douglas Martin Swank</li>
                     <li>Eric Matthew Rutledge</li>
                     <li>Susan P. Gilbert</li>
@@ -148,11 +149,9 @@
                     <li>Christopher Bystroff</li>
                     <li>Lee Ligon</li>
                     <li>Sandra Nierzwicki-Bauer</li>
-                    <li>Chunyu Wang</li>
-                    <li>Blanca L. Barquera</li>
                   </ul>
                   <span class="course-capacity">
-                    Seats Taken: 0/110
+                    Seats Taken: 0/100
                   </span>
                 </div>
               </td>
diff --git a/courses/CHME-2100.html b/courses/CHME-2100.html
index 7b2701e59..07e00a5fa 100644
--- a/courses/CHME-2100.html
+++ b/courses/CHME-2100.html
@@ -130,18 +130,7 @@
                   </span>
                 </div>
               </td>
-              <td colspan="2" class="term summer offered">
-                <div class="view-container detail-view-container">
-                  <span class="term-course-info">
-                    Chemical Process Safety (0c)
-                  </span>
-                  <ul class="prof-list">
-                    <li>Joel Plawsky</li>
-                  </ul>
-                  <span class="course-capacity">
-                    Seats Taken: 0/60
-                  </span>
-                </div>
+              <td colspan="2" class="term summer not-offered">
               </td>
               <td class="term fall offered">
                 <div class="view-container detail-view-container">
diff --git a/courses/CSCI-2961.html b/courses/CSCI-2961.html
index 6c9361cce..3d5dc856f 100644
--- a/courses/CSCI-2961.html
+++ b/courses/CSCI-2961.html
@@ -135,7 +135,7 @@
                     <li>Wesley D Turner</li>
                   </ul>
                   <span class="course-capacity">
-                    Seats Taken: 302/385
+                    Seats Taken: 301/385
                   </span>
                 </div>
               </td>
diff --git a/courses/ENGR-2090.html b/courses/ENGR-2090.html
index 489a71ce5..87a675254 100644
--- a/courses/ENGR-2090.html
+++ b/courses/ENGR-2090.html
@@ -173,7 +173,7 @@
                     <li>John A Tichy</li>
                   </ul>
                   <span class="course-capacity">
-                    Seats Taken: 0/230
+                    Seats Taken: 0/170
                   </span>
                 </div>
               </td>
diff --git a/courses/MGMT-1100.html b/courses/MGMT-1100.html
index 8613df4ba..1456daca7 100644
--- a/courses/MGMT-1100.html
+++ b/courses/MGMT-1100.html
@@ -134,7 +134,7 @@
                     <li>Clinton T. Ballinger</li>
                   </ul>
                   <span class="course-capacity">
-                    Seats Taken: 118/140
+                    Seats Taken: 117/140
                   </span>
                 </div>
               </td>
diff --git a/json/searchable_catalog.json b/json/searchable_catalog.json
index b1d21f40e..0245bab9b 100644
--- a/json/searchable_catalog.json
+++ b/json/searchable_catalog.json
@@ -21631,7 +21631,7 @@
   {
     "attributes" : null,
     "code" : "ARCH-4963",
-    "credits" : "4 credits",
+    "credits" : "2 credits",
     "description" : "Course codes between X960 and X979 are for topics courses. They are often recycled and used for new or experimental courses.",
     "name" : "Topics in ARCH"
   },