diff --git a/readthedocs/doc_builder/python_environments.py b/readthedocs/doc_builder/python_environments.py
index 114c9c155e9..da33474c37f 100644
--- a/readthedocs/doc_builder/python_environments.py
+++ b/readthedocs/doc_builder/python_environments.py
@@ -260,18 +260,8 @@ def _install_old_requirements(self, pip_install_cmd):
         else:
             requirements.extend(
                 [
-                    self.project.get_feature_value(
-                        Feature.USE_SPHINX_LATEST,
-                        positive="sphinx",
-                        negative="sphinx<2",
-                    ),
-                    # If defaulting to Sphinx 2+, we need to push the latest theme
-                    # release as well. `<0.5.0` is not compatible with Sphinx 2+
-                    self.project.get_feature_value(
-                        Feature.USE_SPHINX_LATEST,
-                        positive="sphinx-rtd-theme",
-                        negative="sphinx-rtd-theme<0.5",
-                    ),
+                    "sphinx",
+                    "sphinx-rtd-theme",
                     self.project.get_feature_value(
                         Feature.USE_SPHINX_RTD_EXT_LATEST,
                         positive="readthedocs-sphinx-ext",
@@ -279,8 +269,6 @@ def _install_old_requirements(self, pip_install_cmd):
                     ),
                 ]
             )
-            if not self.project.has_feature(Feature.USE_SPHINX_LATEST):
-                requirements.extend(["jinja2<3.1.0"])
 
         cmd = copy.copy(pip_install_cmd)
         cmd.extend(requirements)
diff --git a/readthedocs/projects/models.py b/readthedocs/projects/models.py
index 0e9817d59e2..2161be67ce4 100644
--- a/readthedocs/projects/models.py
+++ b/readthedocs/projects/models.py
@@ -1891,7 +1891,6 @@ def add_features(sender, **kwargs):
     PIP_ALWAYS_UPGRADE = 'pip_always_upgrade'
     USE_NEW_PIP_RESOLVER = 'use_new_pip_resolver'
     DONT_INSTALL_LATEST_PIP = 'dont_install_latest_pip'
-    USE_SPHINX_LATEST = 'use_sphinx_latest'
     USE_SPHINX_RTD_EXT_LATEST = 'rtd_sphinx_ext_latest'
     INSTALL_LATEST_CORE_REQUIREMENTS = "install_latest_core_requirements"
 
@@ -1997,7 +1996,6 @@ def add_features(sender, **kwargs):
             DONT_INSTALL_LATEST_PIP,
             _("Build: Don't install the latest version of pip"),
         ),
-        (USE_SPHINX_LATEST, _("Sphinx: Use latest version of Sphinx")),
         (
             USE_SPHINX_RTD_EXT_LATEST,
             _("Sphinx: Use latest version of the Read the Docs Sphinx extension"),
diff --git a/readthedocs/projects/tests/test_build_tasks.py b/readthedocs/projects/tests/test_build_tasks.py
index a1519bb707b..a52f3b0e5e7 100644
--- a/readthedocs/projects/tests/test_build_tasks.py
+++ b/readthedocs/projects/tests/test_build_tasks.py
@@ -775,10 +775,9 @@ def test_build_commands_executed(
                     "alabaster>=0.7,<0.8,!=0.7.5",
                     "commonmark==0.9.1",
                     "recommonmark==0.5.0",
-                    "sphinx<2",
-                    "sphinx-rtd-theme<0.5",
+                    "sphinx",
+                    "sphinx-rtd-theme",
                     "readthedocs-sphinx-ext<2.3",
-                    "jinja2<3.1.0",
                     bin_path=mock.ANY,
                     cwd=mock.ANY,
                 ),
diff --git a/readthedocs/rtd_tests/tests/test_doc_building.py b/readthedocs/rtd_tests/tests/test_doc_building.py
index 9ba09a54b02..92c21b3b81f 100644
--- a/readthedocs/rtd_tests/tests/test_doc_building.py
+++ b/readthedocs/rtd_tests/tests/test_doc_building.py
@@ -437,7 +437,6 @@ def test_install_core_requirements_sphinx(self, checkout_path):
             "sphinx",
             "sphinx-rtd-theme",
             "readthedocs-sphinx-ext",
-            "jinja2<3.1.0",
         ]
 
         self.assertEqual(self.build_env_mock.run.call_count, 2)