diff --git a/.github/workflows/wheels-test.sh b/.github/workflows/wheels-test.sh
index 3fbf3be695b..a3376ac929c 100755
--- a/.github/workflows/wheels-test.sh
+++ b/.github/workflows/wheels-test.sh
@@ -12,7 +12,7 @@ elif [ "${AUDITWHEEL_POLICY::9}" == "musllinux" ]; then
 else
     yum install -y fribidi
 fi
-if [ "${AUDITWHEEL_POLICY::9}" != "musllinux" ]; then
+if [ "${AUDITWHEEL_POLICY::9}" != "musllinux" ] && !([[ "$OSTYPE" == "darwin"* ]] && [[ $(python3 --version) == *"3.13."* ]]); then
     python3 -m pip install numpy
 fi
 
diff --git a/.github/workflows/wheels.yml b/.github/workflows/wheels.yml
index b2fbd314083..3d6099c1cf5 100644
--- a/.github/workflows/wheels.yml
+++ b/.github/workflows/wheels.yml
@@ -46,6 +46,7 @@ jobs:
           - cp310
           - cp311
           - cp312
+          - cp313
         spec:
           - manylinux2014
           - manylinux_2_28
@@ -80,6 +81,7 @@ jobs:
           CIBW_ARCHS: "aarch64"
           # Likewise, select only one Python version per job to speed this up.
           CIBW_BUILD: "${{ matrix.python-version }}-${{ matrix.spec == 'musllinux' && 'musllinux' || 'manylinux' }}*"
+          CIBW_PRERELEASE_PYTHONS: True
           # Extra options for manylinux.
           CIBW_MANYLINUX_AARCH64_IMAGE: ${{ matrix.spec }}
           CIBW_MANYLINUX_PYPY_AARCH64_IMAGE: ${{ matrix.spec }}
@@ -133,6 +135,7 @@ jobs:
           CIBW_BUILD: ${{ matrix.build }}
           CIBW_MANYLINUX_PYPY_X86_64_IMAGE: ${{ matrix.manylinux }}
           CIBW_MANYLINUX_X86_64_IMAGE: ${{ matrix.manylinux }}
+          CIBW_PRERELEASE_PYTHONS: True
           CIBW_SKIP: pp38-*
           CIBW_TEST_SKIP: cp38-macosx_arm64
           MACOSX_DEPLOYMENT_TARGET: ${{ matrix.macosx_deployment_target }}
@@ -204,6 +207,7 @@ jobs:
           CIBW_ARCHS: ${{ matrix.cibw_arch }}
           CIBW_BEFORE_ALL: "{package}\\winbuild\\build\\build_dep_all.cmd"
           CIBW_CACHE_PATH: "C:\\cibw"
+          CIBW_PRERELEASE_PYTHONS: True
           CIBW_SKIP: pp38-*
           CIBW_TEST_SKIP: "*-win_arm64"
           CIBW_TEST_COMMAND: 'docker run --rm
diff --git a/docs/releasenotes/10.4.0.rst b/docs/releasenotes/10.4.0.rst
index 3150bf4e02f..41f33102fdd 100644
--- a/docs/releasenotes/10.4.0.rst
+++ b/docs/releasenotes/10.4.0.rst
@@ -53,7 +53,9 @@ TODO
 Other Changes
 =============
 
-TODO
-^^^^
+Python 3.13 beta
+^^^^^^^^^^^^^^^^
 
-TODO
+To help others prepare for Python 3.13, wheels have been built against the 3.13 beta as
+a preview. This is not official support for Python 3.13, but simply an opportunity for
+users to test how Pillow works with the beta and report any problems.