diff --git a/CHANGELOG.md b/CHANGELOG.md
index a4724c46d..8e36dcc01 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -8,18 +8,25 @@ Remember to align the itemized text with the first line of an item within a list
 PLEASE REMEMBER TO CHANGE THE '..main' WITH AN ACTUAL TAG in GITHUB LINK.
 -->
 
-## jaxlib 0.3.6 (Unreleased)
 
-## jax 0.3.7 (Unreleased)
+## jax 0.3.7 (April 15, 2022)
 * [GitHub
-  commits](https://github.com/google/jax/compare/jax-v0.3.6...main).
+  commits](https://github.com/google/jax/compare/jax-v0.3.6...jax-v0.3.7).
+* Changes:
+  * Fixed a performance problem if the indices passed to
+    {func}`jax.numpy.take_along_axis` were broadcasted ({jax-issue}`#10281`).
+  * {func}`jax.scipy.special.expit` and {func}`jax.scipy.special.logit` now
+    require their arguments to be scalars or JAX arrays. They also now promote
+    integer arguments to floating point.
 
+## jaxlib 0.3.7 (April 15, 2202)
 
 ## jax 0.3.6 (April 12, 2022)
 * [GitHub
   commits](https://github.com/google/jax/compare/jax-v0.3.5...jax-v0.3.6).
 * Changes:
-  * Upgraded libtpu wheel to the fixed version. Fixes [#10218](https://github.com/google/jax/issues/10218).
+  * Upgraded libtpu wheel to a version that fixes a hang when initializing a TPU
+    pod. Fixes [#10218](https://github.com/google/jax/issues/10218).
 * Deprecations:
   * {mod}`jax.experimental.loops` is being deprecated. See {jax-issue}`#10278`
   for an alternative API.
diff --git a/WORKSPACE b/WORKSPACE
index c975cc843..2edc01f14 100644
--- a/WORKSPACE
+++ b/WORKSPACE
@@ -7,10 +7,10 @@ load("@bazel_tools//tools/build_defs/repo:http.bzl", "http_archive")
 #    and update the sha256 with the result.
 http_archive(
     name = "org_tensorflow",
-    sha256 = "a491d6c2fac467956809d100fdeaeaada35103c724acebba1168f7cfd47f1209",
-    strip_prefix = "tensorflow-0d5668cbdc6b46d099bd3abd93374c09b2e8121f",
+    sha256 = "9f8bb53e42cd3994bbd2396065c4d8cd87602d596c0ac0fcfbb1bb40d6cc06cc",
+    strip_prefix = "tensorflow-e74ef072ecd54ca54f3940ce9b98af796ded2a1a",
     urls = [
-        "https://github.com/tensorflow/tensorflow/archive/0d5668cbdc6b46d099bd3abd93374c09b2e8121f.tar.gz",
+        "https://github.com/tensorflow/tensorflow/archive/e74ef072ecd54ca54f3940ce9b98af796ded2a1a.tar.gz",
     ],
 )
 
diff --git a/jaxlib/version.py b/jaxlib/version.py
index c8fd70f51..202d6eddc 100644
--- a/jaxlib/version.py
+++ b/jaxlib/version.py
@@ -17,4 +17,4 @@
 # reflect the most recent available binaries.
 # __version__ should be increased after releasing the current version
 # (i.e. on main, this is always the next version to be released).
-__version__ = "0.3.6"
+__version__ = "0.3.7"
diff --git a/setup.py b/setup.py
index 8cac7ff36..4d977626d 100644
--- a/setup.py
+++ b/setup.py
@@ -14,14 +14,14 @@
 
 from setuptools import setup, find_packages
 
-_current_jaxlib_version = '0.3.5'
+_current_jaxlib_version = '0.3.7'
 # The following should be updated with each new jaxlib release.
 _latest_jaxlib_version_on_pypi = '0.3.5'
 _available_cuda_versions = ['11']
 _default_cuda_version = '11'
 _available_cudnn_versions = ['82', '805']
 _default_cudnn_version = '82'
-_libtpu_version = '0.1.dev20220412'
+_libtpu_version = '0.1.dev20220415'
 
 _dct = {}
 with open('jax/version.py') as f: