diff --git a/CHANGELOG.md b/CHANGELOG.md
index 6c3850a3c0..ce0d9f73e6 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -6,6 +6,7 @@ Note that the only difference between `v2` and `v3` of the CodeQL Action is the
 
 ## [UNRELEASED]
 
+- We are rolling out a feature in January 2024 that will disable Python dependency installation by default for all users. This improves the speed of analysis while having only a very minor impact on results. You can override this behavior by setting `CODEQL_ACTION_DISABLE_PYTHON_DEPENDENCY_INSTALLATION=false` in your workflow, however we plan to remove this ability in future versions of the CodeQL Action. [#2031](https://github.com/github/codeql-action/pull/2031)
 - The CodeQL Action now requires CodeQL version 2.11.6 or later. For more information, see [the corresponding changelog entry for CodeQL Action version 2.22.7](#2227---16-nov-2023). [#2009](https://github.com/github/codeql-action/pull/2009)
 
 ## 3.22.12 - 22 Dec 2023
diff --git a/lib/analyze.js b/lib/analyze.js
index b377fa495d..b74b8f30b5 100644
--- a/lib/analyze.js
+++ b/lib/analyze.js
@@ -56,7 +56,7 @@ async function setupPythonExtractor(logger, features, codeql) {
         // If CODEQL_PYTHON is not set, no dependencies were installed, so we don't need to do anything
         return;
     }
-    if (await features.getValue(feature_flags_1.Feature.DisablePythonDependencyInstallationEnabled, codeql)) {
+    if (await (0, feature_flags_1.isPythonDependencyInstallationDisabled)(codeql, features)) {
         logger.warning("We recommend that you remove the CODEQL_PYTHON environment variable from your workflow. This environment variable was originally used to specify a Python executable that included the dependencies of your Python code, however Python analysis no longer uses these dependencies." +
             "\nIf you used CODEQL_PYTHON to force the version of Python to analyze as, please use CODEQL_EXTRACTOR_PYTHON_ANALYSIS_VERSION instead, such as 'CODEQL_EXTRACTOR_PYTHON_ANALYSIS_VERSION=2.7' or 'CODEQL_EXTRACTOR_PYTHON_ANALYSIS_VERSION=3.11'.");
         return;
diff --git a/lib/analyze.js.map b/lib/analyze.js.map
index 2a1e77e243..1ae7a2ebd3 100644
--- a/lib/analyze.js.map
+++ b/lib/analyze.js.map
@@ -1 +1 @@
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\ No newline at end of file
diff --git a/lib/feature-flags.js b/lib/feature-flags.js
index 15487db7c4..cd67f3b3fa 100644
--- a/lib/feature-flags.js
+++ b/lib/feature-flags.js
@@ -23,7 +23,7 @@ var __importStar = (this && this.__importStar) || function (mod) {
     return result;
 };
 Object.defineProperty(exports, "__esModule", { value: true });
-exports.logCodeScanningConfigInCli = exports.useCodeScanningConfigInCli = exports.Features = exports.FEATURE_FLAGS_FILE_NAME = exports.featureConfig = exports.Feature = exports.CODEQL_VERSION_FINE_GRAINED_PARALLELISM = exports.CODEQL_VERSION_BUNDLE_SEMANTICALLY_VERSIONED = void 0;
+exports.isPythonDependencyInstallationDisabled = exports.logCodeScanningConfigInCli = exports.useCodeScanningConfigInCli = exports.Features = exports.FEATURE_FLAGS_FILE_NAME = exports.featureConfig = exports.Feature = exports.CODEQL_VERSION_FINE_GRAINED_PARALLELISM = exports.CODEQL_VERSION_BUNDLE_SEMANTICALLY_VERSIONED = void 0;
 const fs = __importStar(require("fs"));
 const path = __importStar(require("path"));
 const semver = __importStar(require("semver"));
@@ -53,6 +53,7 @@ var Feature;
     Feature["CppDependencyInstallation"] = "cpp_dependency_installation_enabled";
     Feature["DisableKotlinAnalysisEnabled"] = "disable_kotlin_analysis_enabled";
     Feature["DisablePythonDependencyInstallationEnabled"] = "disable_python_dependency_installation_enabled";
+    Feature["PythonDefaultIsToSkipDependencyInstallationEnabled"] = "python_default_is_to_skip_dependency_installation_enabled";
     Feature["EvaluatorFineGrainedParallelismEnabled"] = "evaluator_fine_grained_parallelism_enabled";
     Feature["ExportDiagnosticsEnabled"] = "export_diagnostics_enabled";
     Feature["QaTelemetryEnabled"] = "qa_telemetry_enabled";
@@ -103,6 +104,15 @@ exports.featureConfig = {
         minimumVersion: undefined,
         defaultValue: false,
     },
+    [Feature.PythonDefaultIsToSkipDependencyInstallationEnabled]: {
+        // we can reuse the same environment variable as above. If someone has set it to
+        // `true` in their workflow this means dependencies are not installed, setting it to
+        // `false` means dependencies _will_ be installed. The same semantics are applied
+        // here!
+        envVar: "CODEQL_ACTION_DISABLE_PYTHON_DEPENDENCY_INSTALLATION",
+        minimumVersion: "2.16.0",
+        defaultValue: false,
+    },
 };
 exports.FEATURE_FLAGS_FILE_NAME = "cached-feature-flags.json";
 /**
@@ -349,4 +359,9 @@ async function logCodeScanningConfigInCli(codeql, features, logger) {
     }
 }
 exports.logCodeScanningConfigInCli = logCodeScanningConfigInCli;
+async function isPythonDependencyInstallationDisabled(codeql, features) {
+    return ((await features.getValue(Feature.DisablePythonDependencyInstallationEnabled, codeql)) ||
+        (await features.getValue(Feature.PythonDefaultIsToSkipDependencyInstallationEnabled, codeql)));
+}
+exports.isPythonDependencyInstallationDisabled = isPythonDependencyInstallationDisabled;
 //# sourceMappingURL=feature-flags.js.map
\ No newline at end of file
diff --git a/lib/feature-flags.js.map b/lib/feature-flags.js.map
index 33cd3f4c78..1384a5addc 100644
--- a/lib/feature-flags.js.map
+++ b/lib/feature-flags.js.map
@@ -1 +1 @@
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\ No newline at end of file
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\ No newline at end of file
diff --git a/lib/init-action.js b/lib/init-action.js
index 9cbfa9ea9c..cf9392e009 100644
--- a/lib/init-action.js
+++ b/lib/init-action.js
@@ -146,7 +146,7 @@ async function run() {
         await (0, init_1.checkInstallPython311)(config.languages, codeql);
         if (config.languages.includes(languages_1.Language.python) &&
             (0, actions_util_1.getRequiredInput)("setup-python-dependencies") === "true") {
-            if (await features.getValue(feature_flags_1.Feature.DisablePythonDependencyInstallationEnabled, codeql)) {
+            if (await (0, feature_flags_1.isPythonDependencyInstallationDisabled)(codeql, features)) {
                 logger.info("Skipping python dependency installation");
             }
             else {
@@ -246,9 +246,14 @@ async function run() {
             }
         }
         // Disable Python dependency extraction if feature flag set
-        if (await features.getValue(feature_flags_1.Feature.DisablePythonDependencyInstallationEnabled, codeql)) {
+        if (await (0, feature_flags_1.isPythonDependencyInstallationDisabled)(codeql, features)) {
             core.exportVariable("CODEQL_EXTRACTOR_PYTHON_DISABLE_LIBRARY_EXTRACTION", "true");
         }
+        else {
+            // From 2.16.0 the default for the python extractor is to not perform any library
+            // extraction, so we need to set this flag to enable it.
+            core.exportVariable("CODEQL_EXTRACTOR_PYTHON_FORCE_ENABLE_LIBRARY_EXTRACTION_UNTIL_2_17_0", "true");
+        }
         const sourceRoot = path.resolve((0, util_1.getRequiredEnvParam)("GITHUB_WORKSPACE"), (0, actions_util_1.getOptionalInput)("source-root") || "");
         const tracerConfig = await (0, init_1.runInit)(codeql, config, sourceRoot, "Runner.Worker.exe", registriesInput, features, apiDetails, logger);
         if (tracerConfig !== undefined) {
diff --git a/lib/init-action.js.map b/lib/init-action.js.map
index 13ceeb2372..08ad2e633f 100644
--- a/lib/init-action.js.map
+++ b/lib/init-action.js.map
@@ -1 +1 @@
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\ No newline at end of file
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\ No newline at end of file
diff --git a/src/analyze.ts b/src/analyze.ts
index 86efd51278..56b7d34575 100644
--- a/src/analyze.ts
+++ b/src/analyze.ts
@@ -18,6 +18,7 @@ import {
   Feature,
   logCodeScanningConfigInCli,
   useCodeScanningConfigInCli,
+  isPythonDependencyInstallationDisabled,
 } from "./feature-flags";
 import { isScannedLanguage, Language } from "./languages";
 import { Logger } from "./logging";
@@ -104,12 +105,7 @@ async function setupPythonExtractor(
     return;
   }
 
-  if (
-    await features.getValue(
-      Feature.DisablePythonDependencyInstallationEnabled,
-      codeql,
-    )
-  ) {
+  if (await isPythonDependencyInstallationDisabled(codeql, features)) {
     logger.warning(
       "We recommend that you remove the CODEQL_PYTHON environment variable from your workflow. This environment variable was originally used to specify a Python executable that included the dependencies of your Python code, however Python analysis no longer uses these dependencies." +
         "\nIf you used CODEQL_PYTHON to force the version of Python to analyze as, please use CODEQL_EXTRACTOR_PYTHON_ANALYSIS_VERSION instead, such as 'CODEQL_EXTRACTOR_PYTHON_ANALYSIS_VERSION=2.7' or 'CODEQL_EXTRACTOR_PYTHON_ANALYSIS_VERSION=3.11'.",
diff --git a/src/feature-flags.ts b/src/feature-flags.ts
index d21a977f02..e043539691 100644
--- a/src/feature-flags.ts
+++ b/src/feature-flags.ts
@@ -49,6 +49,7 @@ export enum Feature {
   CppDependencyInstallation = "cpp_dependency_installation_enabled",
   DisableKotlinAnalysisEnabled = "disable_kotlin_analysis_enabled",
   DisablePythonDependencyInstallationEnabled = "disable_python_dependency_installation_enabled",
+  PythonDefaultIsToSkipDependencyInstallationEnabled = "python_default_is_to_skip_dependency_installation_enabled",
   EvaluatorFineGrainedParallelismEnabled = "evaluator_fine_grained_parallelism_enabled",
   ExportDiagnosticsEnabled = "export_diagnostics_enabled",
   QaTelemetryEnabled = "qa_telemetry_enabled",
@@ -103,6 +104,15 @@ export const featureConfig: Record<
     minimumVersion: undefined,
     defaultValue: false,
   },
+  [Feature.PythonDefaultIsToSkipDependencyInstallationEnabled]: {
+    // we can reuse the same environment variable as above. If someone has set it to
+    // `true` in their workflow this means dependencies are not installed, setting it to
+    // `false` means dependencies _will_ be installed. The same semantics are applied
+    // here!
+    envVar: "CODEQL_ACTION_DISABLE_PYTHON_DEPENDENCY_INSTALLATION",
+    minimumVersion: "2.16.0",
+    defaultValue: false,
+  },
 };
 
 /**
@@ -474,3 +484,19 @@ export async function logCodeScanningConfigInCli(
     );
   }
 }
+
+export async function isPythonDependencyInstallationDisabled(
+  codeql: CodeQL,
+  features: FeatureEnablement,
+): Promise<boolean> {
+  return (
+    (await features.getValue(
+      Feature.DisablePythonDependencyInstallationEnabled,
+      codeql,
+    )) ||
+    (await features.getValue(
+      Feature.PythonDefaultIsToSkipDependencyInstallationEnabled,
+      codeql,
+    ))
+  );
+}
diff --git a/src/init-action.ts b/src/init-action.ts
index f89ae40524..a78b6d2fab 100644
--- a/src/init-action.ts
+++ b/src/init-action.ts
@@ -16,7 +16,11 @@ import { getGitHubVersion } from "./api-client";
 import { CodeQL } from "./codeql";
 import * as configUtils from "./config-utils";
 import { EnvVar } from "./environment";
-import { Feature, Features } from "./feature-flags";
+import {
+  Feature,
+  Features,
+  isPythonDependencyInstallationDisabled,
+} from "./feature-flags";
 import {
   checkInstallPython311,
   initCodeQL,
@@ -293,12 +297,7 @@ async function run() {
       config.languages.includes(Language.python) &&
       getRequiredInput("setup-python-dependencies") === "true"
     ) {
-      if (
-        await features.getValue(
-          Feature.DisablePythonDependencyInstallationEnabled,
-          codeql,
-        )
-      ) {
+      if (await isPythonDependencyInstallationDisabled(codeql, features)) {
         logger.info("Skipping python dependency installation");
       } else {
         try {
@@ -446,16 +445,18 @@ async function run() {
     }
 
     // Disable Python dependency extraction if feature flag set
-    if (
-      await features.getValue(
-        Feature.DisablePythonDependencyInstallationEnabled,
-        codeql,
-      )
-    ) {
+    if (await isPythonDependencyInstallationDisabled(codeql, features)) {
       core.exportVariable(
         "CODEQL_EXTRACTOR_PYTHON_DISABLE_LIBRARY_EXTRACTION",
         "true",
       );
+    } else {
+      // From 2.16.0 the default for the python extractor is to not perform any library
+      // extraction, so we need to set this flag to enable it.
+      core.exportVariable(
+        "CODEQL_EXTRACTOR_PYTHON_FORCE_ENABLE_LIBRARY_EXTRACTION_UNTIL_2_17_0",
+        "true",
+      );
     }
 
     const sourceRoot = path.resolve(