diff --git a/.github/workflows/wheels.yml b/.github/workflows/wheels.yml
index bac32c0140db..b8c63fae67d3 100644
--- a/.github/workflows/wheels.yml
+++ b/.github/workflows/wheels.yml
@@ -129,14 +129,12 @@ jobs:
           if [[ ${{ matrix.buildplat[2] }} == 'arm64' ]]; then
             # macosx_arm64
           
-            # gfortran is installed into /usr/local by the cibw_before_build_macos script
             sudo xcode-select -s /Applications/Xcode_15.2.app            
             # for some reason gfortran is not on the path
             GFORTRAN_LOC=$(brew --prefix gfortran)/bin/gfortran 
             ln -s $GFORTRAN_LOC gfortran
             echo "PATH=$PWD:$PATH" >> "$GITHUB_ENV"
 
-        
             CIBW="MACOSX_DEPLOYMENT_TARGET=12.0\
               MACOS_DEPLOYMENT_TARGET=12.0\
               LD_LIBRARY_PATH=/usr/local/lib:$LD_LIBRARY_PATH\
diff --git a/ci/cirrus_wheels.yml b/ci/cirrus_wheels.yml
index ddcfc79834f3..f1736fbb873f 100644
--- a/ci/cirrus_wheels.yml
+++ b/ci/cirrus_wheels.yml
@@ -46,51 +46,6 @@ cirrus_wheels_linux_aarch64_task:
   <<: *BUILD_AND_STORE_WHEELS
 
 
-######################################################################
-# Build macosx_arm64 natively
-######################################################################
-
-cirrus_wheels_macos_arm64_task:
-  macos_instance:
-    image: ghcr.io/cirruslabs/macos-monterey-xcode:14
-  matrix:
-    - env:
-       # building all four wheels in a single task takes ~45 mins
-       CIBW_BUILD: cp39-* cp310-* cp311-* cp312-*
-  env:
-    PATH: /opt/homebrew/opt/python@3.10/bin:$PATH
-    CIBW_PRERELEASE_PYTHONS: True
-    CIBW_ENVIRONMENT: >
-      MACOSX_DEPLOYMENT_TARGET=12.0
-      _PYTHON_HOST_PLATFORM="macosx-12.0-arm64"             
-      PIP_PRE=1
-      PIP_EXTRA_INDEX_URL=https://pypi.anaconda.org/scientific-python-nightly-wheels/simple
-      PIP_NO_BUILD_ISOLATION=false
-    # TODO remove the following line once there are numpy2.0 wheels available on PyPI.
-    # Also remove PIP_NO_BUILD_ISOLATION, PIP_EXTRA_INDEX_URL flags.
-    CIBW_BEFORE_BUILD_MACOS: "pip install numpy>=2.0.0.dev0 meson-python cython pythran pybind11 ninja;bash {project}/tools/wheels/cibw_before_build_macos.sh {project}"
-    PKG_CONFIG_PATH: /opt/arm64-builds/lib/pkgconfig
-    # assumes that the cmake config is in /usr/local/lib/cmake
-    CMAKE_PREFIX_PATH: /opt/arm64-builds/
-    REPAIR_PATH: /usr/local/gfortran/lib:/opt/arm64-builds/lib
-    CIBW_REPAIR_WHEEL_COMMAND_MACOS: >
-      DYLD_LIBRARY_PATH=/usr/local/gfortran/lib:/opt/arm64-builds/lib delocate-listdeps {wheel} &&
-      DYLD_LIBRARY_PATH=/usr/local/gfortran/lib:/opt/arm64-builds/lib delocate-wheel --require-archs {delocate_archs} -w {dest_dir} {wheel}
-
-  install_pre_requirements_script:
-    - brew install python@3.10
-    - ln -s python3 /opt/homebrew/opt/python@3.10/bin/python
-
-  build_script:
-    - which python
-    # needed for submodules
-    - git submodule update --init
-    - uname -m
-    - python -c "import platform;print(platform.python_version());print(platform.system());print(platform.machine())"
-    - clang --version
-  <<: *BUILD_AND_STORE_WHEELS
-
-
 ######################################################################
 # Upload all wheels
 ######################################################################
@@ -102,7 +57,6 @@ cirrus_wheels_upload_task:
   # which bash, etc, may not be present.
   depends_on:
     - cirrus_wheels_linux_aarch64
-    - cirrus_wheels_macos_arm64
   compute_engine_instance:
     image_project: cirrus-images
     image: family/docker-builder
diff --git a/doc/source/dev/toolchain.rst b/doc/source/dev/toolchain.rst
index 6fa0a5ed8ce2..f71abdfeec1c 100644
--- a/doc/source/dev/toolchain.rst
+++ b/doc/source/dev/toolchain.rst
@@ -125,17 +125,17 @@ Official Builds
 Currently, SciPy wheels are being built as follows:
 
 ================    ==============================   ==============================   =============================
- Platform            CI Base Images [5]_ [6]_ [7]_    Compilers                        Comment
+ Platform            CI Base Images [5]_ [6]_        Compilers                        Comment
 ================    ==============================   ==============================   =============================
 Linux x86            ``ubuntu-22.04``                 GCC 10.2.1                       ``cibuildwheel``
 Linux arm            ``docker-builder-arm64``         GCC 11.3.0                       ``cibuildwheel``
-OSX x86              ``macOS-11``                     clang-13/gfortran 11.3.0         ``cibuildwheel``
-OSX arm              ``macos-monterey-xcode:14``      clang-13.1.6/gfortran 12.1.0     ``cibuildwheel``
+OSX x86_64           ``macOS-11``                     clang-13/gfortran 11.3.0         ``cibuildwheel``
+OSX arm64            ``macos-14``                     clang-15.0.0/gfortran 13.2.0     ``cibuildwheel``
 Windows              ``windows-2019``                 GCC 10.3 (rtools)                ``cibuildwheel``
 ================    ==============================   ==============================   =============================
 
 Note that the OSX wheels additionally vendor gfortran 11.3.0 for x86_64,
-and gfortran 12.1.0 for arm64. See ``tools/wheels/cibw_before_build_macos.sh``.
+and gfortran 13.2.0 for arm64. See ``tools/wheels/cibw_before_build_macos.sh``.
 
 
 C Compilers