diff --git a/CHANGELOG.md b/CHANGELOG.md
index 6c34c60e..33db3924 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -5,8 +5,25 @@ All notable changes to the project are documented in this file.  The format is
 based on [Keep a Changelog](https://keepachangelog.com).
 
 
-[Unreleased]
-------------
+[2023.5]  (31 May 2023)
+-----------------------
+
+### Added
+
+- Allow dimensional input to the sampling functions in `glass.points` (#80)
+- The `redshifts_from_nz()` function supports `count` arrays (#83)
+
+### Changed
+
+- Position sampling returns counts alongside points (#80)
+- `redshifts_from_nz()` no longer returns `gal_pop` (#83)
+- Move core functionality that is used by other, user-facing modules into the
+  `glass.core` module (#88)
+
+### Removed
+
+- Remove profiling functions (#89)
+
 
 [2023.2] - 1 Mar 2023
 ---------------------
@@ -57,6 +74,6 @@ based on [Keep a Changelog](https://keepachangelog.com).
 - Initial wide release for GLASS paper
 
 
-[Unreleased]: https://github.com/glass-dev/glass/compare/v2023.2...HEAD
+[2023.5]: https://github.com/glass-dev/glass/compare/v2023.2...v2023.5
 [2023.2]: https://github.com/glass-dev/glass/compare/v2023.1...v2023.2
 [2023.1]: https://github.com/glass-dev/glass/releases/tag/v2023.1
diff --git a/docs/manual/releases.rst b/docs/manual/releases.rst
index 30cfb26b..7428d51e 100644
--- a/docs/manual/releases.rst
+++ b/docs/manual/releases.rst
@@ -4,6 +4,21 @@ Release notes
 
 These notes document the changes between individual *GLASS* releases.
 
+2023.5 (31 May 2023)
+--------------------
+
+- The point sampling functions in :mod:`glass.points` now accept extra
+  dimensions, and will broadcast leading axes across their inputs.  They also
+  return an additional scalar or array with the counts of sampled galaxies.
+
+- The redshift sampling function :func:`glass.galaxies.redshifts_from_nz` now
+  supports array input for the ``counts`` argument.  It accepts e.g. the number
+  of galaxies returned by the position sampling.
+
+- The profiling functionality in :mod:`glass.user` was removed in favour of
+  external packages.
+
+
 2023.2 (1 Mar 2023)
 -------------------
 
diff --git a/setup.cfg b/setup.cfg
index 2ec5df60..d292ca74 100644
--- a/setup.cfg
+++ b/setup.cfg
@@ -1,6 +1,6 @@
 [metadata]
 name = glass
-version = 2023.3.dev0
+version = 2023.5
 maintainer = Nicolas Tessore
 maintainer_email = n.tessore@ucl.ac.uk
 description = Generator for Large Scale Structure