deploy: 3e4f703

Author: mmcky

_admonition/gpu.html

@@ -226,7 +226,7 @@
 
                     <!-- Last modified / Changelog dropdown -->
                         <button class="qe-page__header-changed" id="changelog-toggle" aria-expanded="false">
-                            Last changed: Nov 30, 2025
+                            Last changed: Jan 13, 2026
                             <span class="changelog-icon">▼</span>
                         </button>
 
@@ -235,12 +235,21 @@
                         <h4>Changelog (<a href="https://github.com/QuantEcon/lecture-python-programming.myst/commits/main/lectures/_admonition/gpu.md">full history</a>)</h4>
                         <ul class="changelog-list">
 
+                            <li class="changelog-entry">
+                                
+                                <a href="https://github.com/QuantEcon/lecture-python-programming.myst/commit/3e4f703" class="changelog-hash">3e4f703</a>
+                                
+                                <span class="changelog-author">Matt McKay</span>
+                                <span class="changelog-time">1 day ago</span>
+                                <span class="changelog-message">Update GPU admonition to clarify lectures run on CPUs (#465)</span>
+                            </li>
+                            
                             <li class="changelog-entry">
 
                                 <a href="https://github.com/QuantEcon/lecture-python-programming.myst/commit/158090f" class="changelog-hash">158090f</a>
 
                                 <span class="changelog-author">Matt McKay</span>
-                                <span class="changelog-time">3 weeks ago</span>
+                                <span class="changelog-time">1 month ago</span>
                                 <span class="changelog-message">Update GPU admonition to match jstac's text (#448)</span>
                             </li>
 
@@ -249,7 +258,7 @@ <h4>Changelog (<a href="https://github.com/QuantEcon/lecture-python-programming.
                                 <a href="https://github.com/QuantEcon/lecture-python-programming.myst/commit/c4c03c8" class="changelog-hash">c4c03c8</a>
 
                                 <span class="changelog-author">Matt McKay</span>
-                                <span class="changelog-time">3 weeks ago</span>
+                                <span class="changelog-time">1 month ago</span>
                                 <span class="changelog-message">Add centralized GPU admonition for JAX lectures (#447)</span>
                             </li>
 
@@ -267,7 +276,7 @@ <h4>Changelog (<a href="https://github.com/QuantEcon/lecture-python-programming.
 
   <div class="warning admonition">
 <p class="admonition-title">GPU</p>
-<p>This lecture was built using a machine with access to a GPU.</p>
+<p>This lecture was built using a machine with access to a GPU — although it will also run without one.</p>
 <p><a class="reference external" href="https://colab.research.google.com/">Google Colab</a> has a free tier with GPUs
 that you can access as follows:</p>
 <ol class="arabic simple">