diff --git a/includes/data/software.yml b/includes/data/software.yml
index ba7b58cf2..83867a857 100644
--- a/includes/data/software.yml
+++ b/includes/data/software.yml
@@ -2345,12 +2345,13 @@ software_modules:
           library that aims to provide easy access to efficient and reliable algorithms
           in computational geometry., markedDefault: false, versionName: '4.10'}
     - categories: math, numerical library
-      defaultVersionName: 0.4.7_py39
+      defaultVersionName: 0.4.36_py312
       description: XLA library for Jax.
       package: py-jaxlib
       url: https://jax.readthedocs.io
       versions:
       - {description: XLA library for Jax., markedDefault: false, versionName: 0.4.7_py39}
+      - {description: XLA library for Jax., markedDefault: false, versionName: 0.4.36_py312}
     - categories: math, computational geometry
       defaultVersionName: 4.10.1
       description: Gmsh is an open source 3D finite element mesh generator with a
@@ -2523,7 +2524,7 @@ software_modules:
       - {description: 'Simple, safe way to store and distribute tensors.', markedDefault: false,
         versionName: 0.4.2_py312}
     - categories: math, numerical library
-      defaultVersionName: 0.4.7_py39
+      defaultVersionName: 0.4.36_py312
       description: JAX is Autograd and XLA, brought together for high-performance
         numerical computing.
       package: py-jax
@@ -2531,6 +2532,8 @@ software_modules:
       versions:
       - {description: 'JAX is Autograd and XLA, brought together for high-performance
           numerical computing.', markedDefault: false, versionName: 0.4.7_py39}
+      - {description: 'JAX is Autograd and XLA, brought together for high-performance
+          numerical computing.', markedDefault: false, versionName: 0.4.36_py312}
     - categories: math, computational geometry
       defaultVersionName: 9.4.1
       description: deal.II is a C++ program library targeted at the computational
diff --git a/src/docs/software/updates.xml b/src/docs/software/updates.xml
index 8c217b609..7c2863cc6 100644
--- a/src/docs/software/updates.xml
+++ b/src/docs/software/updates.xml
@@ -5,6 +5,24 @@
 <description>Sherlock software update feed</description>
 <link>https://www.sherlock.stanford.edu/docs/software/list</link>
 <atom:link href="https://www.sherlock.stanford.edu/docs/software/updates.xml" rel="self" type="application/rss+xml"/>
+    <item>
+        <title>New version: math/py-jax version 0.4.36_py312</title>
+        <description>JAX is Autograd and XLA, brought together for high-performance numerical computing.</description>
+        <link>https://jax.readthedocs.io</link>
+        <guid>https://www.sherlock.stanford.edu/docs/software/list/?add:v=0.4.36_py312#py-jax</guid>
+        <category>math, numerical library</category>
+        <author>kilian@stanford.edu (Kilian Cavalotti)</author>
+        <pubDate>Fri, 6 Dec 2024 15:43:55 -0800</pubDate>
+    </item>
+    <item>
+        <title>New version: math/py-jaxlib version 0.4.36_py312</title>
+        <description>XLA library for Jax.</description>
+        <link>https://jax.readthedocs.io</link>
+        <guid>https://www.sherlock.stanford.edu/docs/software/list/?add:v=0.4.36_py312#py-jaxlib</guid>
+        <category>math, numerical library</category>
+        <author>kilian@stanford.edu (Kilian Cavalotti)</author>
+        <pubDate>Fri, 6 Dec 2024 15:43:41 -0800</pubDate>
+    </item>
     <item>
         <title>New module: devel/py-warp-lang version 1.5.0_py312</title>
         <description>Warp is a Python framework for writing high-performance simulation and graphics code.</description>