diff --git a/lib/config-utils.js b/lib/config-utils.js
index 218d102ad9..c4b71acb05 100644
--- a/lib/config-utils.js
+++ b/lib/config-utils.js
@@ -130,16 +130,13 @@ async function addBuiltinSuiteQueries(languages, codeQL, resultMap, packs, suite
     // pack, then add the ML-powered query pack so that we run ML-powered queries.
     if (languages.includes("javascript") &&
         (found === "security-extended" || found === "security-and-quality") &&
-        !((_a = packs.javascript) === null || _a === void 0 ? void 0 : _a.some((pack) => pack.packName === util_1.ML_POWERED_JS_QUERIES_PACK_NAME)) &&
+        !((_a = packs.javascript) === null || _a === void 0 ? void 0 : _a.some((pack) => pack.packName === util_1.ML_POWERED_JS_QUERIES_PACK.packName)) &&
         (await featureFlags.getValue(feature_flags_1.FeatureFlag.MlPoweredQueriesEnabled)) &&
         (await (0, util_1.codeQlVersionAbove)(codeQL, codeql_1.CODEQL_VERSION_ML_POWERED_QUERIES))) {
         if (!packs.javascript) {
             packs.javascript = [];
         }
-        packs.javascript.push({
-            packName: util_1.ML_POWERED_JS_QUERIES_PACK_NAME,
-            version: "~0.0.2",
-        });
+        packs.javascript.push(util_1.ML_POWERED_JS_QUERIES_PACK);
     }
     const suites = languages.map((l) => `${l}-${suiteName}.qls`);
     await runResolveQueries(codeQL, resultMap, suites, undefined);
diff --git a/lib/config-utils.js.map b/lib/config-utils.js.map
index 544f4cd12a..7552f77d47 100644
--- a/lib/config-utils.js.map
+++ b/lib/config-utils.js.map
@@ -1 +1 @@
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\ No newline at end of file
diff --git a/lib/util.js b/lib/util.js
index a5791f7af4..7323dc7fd7 100644
--- a/lib/util.js
+++ b/lib/util.js
@@ -22,7 +22,7 @@ var __importDefault = (this && this.__importDefault) || function (mod) {
     return (mod && mod.__esModule) ? mod : { "default": mod };
 };
 Object.defineProperty(exports, "__esModule", { value: true });
-exports.getMlPoweredJsQueriesStatus = exports.ML_POWERED_JS_QUERIES_REPORTABLE_VERSIONS = exports.ML_POWERED_JS_QUERIES_PACK_NAME = exports.checkNotWindows11 = exports.isGoodVersion = exports.delay = exports.bundleDb = exports.codeQlVersionAbove = exports.isHTTPError = exports.HTTPError = exports.getRequiredEnvParam = exports.isActions = exports.getMode = exports.enrichEnvironment = exports.initializeEnvironment = exports.Mode = exports.assertNever = exports.getGitHubAuth = exports.apiVersionInRange = exports.DisallowedAPIVersionReason = exports.checkGitHubVersionInRange = exports.getGitHubVersion = exports.GitHubVariant = exports.parseGitHubUrl = exports.getCodeQLDatabasePath = exports.getThreadsFlag = exports.getThreadsFlagValue = exports.getAddSnippetsFlag = exports.getMemoryFlag = exports.getMemoryFlagValue = exports.withTmpDir = exports.getToolNames = exports.getExtraOptionsEnvParam = exports.DEFAULT_DEBUG_DATABASE_NAME = exports.DEFAULT_DEBUG_ARTIFACT_NAME = exports.GITHUB_DOTCOM_URL = void 0;
+exports.getMlPoweredJsQueriesStatus = exports.ML_POWERED_JS_QUERIES_PACK = exports.checkNotWindows11 = exports.isGoodVersion = exports.delay = exports.bundleDb = exports.codeQlVersionAbove = exports.isHTTPError = exports.HTTPError = exports.getRequiredEnvParam = exports.isActions = exports.getMode = exports.enrichEnvironment = exports.initializeEnvironment = exports.Mode = exports.assertNever = exports.getGitHubAuth = exports.apiVersionInRange = exports.DisallowedAPIVersionReason = exports.checkGitHubVersionInRange = exports.getGitHubVersion = exports.GitHubVariant = exports.parseGitHubUrl = exports.getCodeQLDatabasePath = exports.getThreadsFlag = exports.getThreadsFlagValue = exports.getAddSnippetsFlag = exports.getMemoryFlag = exports.getMemoryFlagValue = exports.withTmpDir = exports.getToolNames = exports.getExtraOptionsEnvParam = exports.DEFAULT_DEBUG_DATABASE_NAME = exports.DEFAULT_DEBUG_ARTIFACT_NAME = exports.GITHUB_DOTCOM_URL = void 0;
 const fs = __importStar(require("fs"));
 const os = __importStar(require("os"));
 const path = __importStar(require("path"));
@@ -524,39 +524,55 @@ function checkNotWindows11() {
     }
 }
 exports.checkNotWindows11 = checkNotWindows11;
-exports.ML_POWERED_JS_QUERIES_PACK_NAME = "codeql/javascript-experimental-atm-queries";
 /**
- * Set containing version strings of the ML-powered JS query pack that are reportable.
- *
- * We restrict the set of version strings we report to limit the cardinality of the ML-powered JS
- * queries status report field, since some platforms that ingest this status report charge based on
- * the cardinality of the fields.
+ * The ML-powered JS query pack to add to the analysis if a repo is opted into the ML-powered
+ * queries beta.
  */
-exports.ML_POWERED_JS_QUERIES_REPORTABLE_VERSIONS = new Set(["~0.0.2"]);
+exports.ML_POWERED_JS_QUERIES_PACK = {
+    packName: "codeql/javascript-experimental-atm-queries",
+    version: "~0.0.2",
+};
 /**
  * Get information about ML-powered JS queries to populate status reports with.
  *
  * This will be:
  *
- * - The version string if the analysis will use a specific version of the pack and that version
- *   string is within {@link ML_POWERED_JS_QUERIES_REPORTABLE_VERSIONS}.
+ * - The version string if the analysis is using the ML-powered query pack that will be added to the
+ *   analysis if the repo is opted into the ML-powered queries beta, i.e.
+ *   {@link ML_POWERED_JS_QUERIES_PACK.version}. If the version string
+ *   {@link ML_POWERED_JS_QUERIES_PACK.version} is undefined, then the status report string will be
+ *   "latest", however this shouldn't occur in practice (see comment below).
  * - "false" if the analysis won't run any ML-powered JS queries.
  * - "other" in all other cases.
  *
+ * Our goal of the status report here is to allow us to compare the occurrence of timeouts and other
+ * errors with ML-powered queries turned on and off. We also want to be able to compare minor
+ * version bumps caused by us bumping the version range of `ML_POWERED_JS_QUERIES_PACK` in a new
+ * version of the CodeQL Action. For instance, we might want to compare the `~0.1.0` and `~0.0.2`
+ * version strings.
+ *
+ * We restrict the set of strings we report here by excluding other version strings and combinations
+ * of version strings. We do this to limit the cardinality of the ML-powered JS queries status
+ * report field, since some platforms that ingest this status report bill based on the cardinality
+ * of its fields.
+ *
  * This function lives here rather than in `init-action.ts` so it's easier to test, since tests for
  * `init-action.ts` would each need to live in their own file. See `analyze-action-env.ts` for an
  * explanation as to why this is.
  */
 function getMlPoweredJsQueriesStatus(config) {
-    const mlPoweredJsQueryPacks = (config.packs.javascript || []).filter((pack) => pack.packName === exports.ML_POWERED_JS_QUERIES_PACK_NAME);
+    const mlPoweredJsQueryPacks = (config.packs.javascript || []).filter((pack) => pack.packName === exports.ML_POWERED_JS_QUERIES_PACK.packName);
     if (mlPoweredJsQueryPacks.length === 0) {
         return "false";
     }
     const firstVersionString = mlPoweredJsQueryPacks[0].version;
     if (mlPoweredJsQueryPacks.length === 1 &&
-        firstVersionString &&
-        exports.ML_POWERED_JS_QUERIES_REPORTABLE_VERSIONS.has(firstVersionString)) {
-        return firstVersionString;
+        exports.ML_POWERED_JS_QUERIES_PACK.version === firstVersionString) {
+        // We should always specify an explicit version string in `ML_POWERED_JS_QUERIES_PACK`,
+        // otherwise we won't be able to make changes to the pack unless those changes are compatible
+        // with each version of the CodeQL Action. Therefore in practice, we should never hit the
+        // `latest` case here.
+        return exports.ML_POWERED_JS_QUERIES_PACK.version || "latest";
     }
     return "other";
 }
diff --git a/lib/util.js.map b/lib/util.js.map
index ec7199aae3..d177659d1b 100644
--- a/lib/util.js.map
+++ b/lib/util.js.map
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\ No newline at end of file
diff --git a/lib/util.test.js b/lib/util.test.js
index 11742be23c..5124564f7f 100644
--- a/lib/util.test.js
+++ b/lib/util.test.js
@@ -208,32 +208,26 @@ const ML_POWERED_JS_STATUS_TESTS = [
     [[], "false"],
     [[{ packName: "someOtherPack" }], "false"],
     [
-        [
-            { packName: "someOtherPack" },
-            { packName: util.ML_POWERED_JS_QUERIES_PACK_NAME, version: "~0.0.2" },
-        ],
-        "~0.0.2",
-    ],
-    [
-        [{ packName: util.ML_POWERED_JS_QUERIES_PACK_NAME, version: "~0.0.2" }],
-        "~0.0.2",
+        [{ packName: "someOtherPack" }, util.ML_POWERED_JS_QUERIES_PACK],
+        util.ML_POWERED_JS_QUERIES_PACK.version,
     ],
-    [[{ packName: util.ML_POWERED_JS_QUERIES_PACK_NAME }], "other"],
+    [[util.ML_POWERED_JS_QUERIES_PACK], util.ML_POWERED_JS_QUERIES_PACK.version],
+    [[{ packName: util.ML_POWERED_JS_QUERIES_PACK.packName }], "other"],
     [
-        [{ packName: util.ML_POWERED_JS_QUERIES_PACK_NAME, version: "~0.0.1" }],
+        [{ packName: util.ML_POWERED_JS_QUERIES_PACK.packName, version: "~0.0.1" }],
         "other",
     ],
     [
         [
-            { packName: util.ML_POWERED_JS_QUERIES_PACK_NAME, version: "0.0.1" },
-            { packName: util.ML_POWERED_JS_QUERIES_PACK_NAME, version: "0.0.2" },
+            { packName: util.ML_POWERED_JS_QUERIES_PACK.packName, version: "0.0.1" },
+            { packName: util.ML_POWERED_JS_QUERIES_PACK.packName, version: "0.0.2" },
         ],
         "other",
     ],
     [
         [
             { packName: "someOtherPack" },
-            { packName: util.ML_POWERED_JS_QUERIES_PACK_NAME },
+            { packName: util.ML_POWERED_JS_QUERIES_PACK.packName },
         ],
         "other",
     ],
diff --git a/lib/util.test.js.map b/lib/util.test.js.map
index b40a9c2357..51085e4b73 100644
--- a/lib/util.test.js.map
+++ b/lib/util.test.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/config-utils.ts b/src/config-utils.ts
index f9aa1e6333..3694e73536 100644
--- a/src/config-utils.ts
+++ b/src/config-utils.ts
@@ -18,7 +18,7 @@ import { RepositoryNwo } from "./repository";
 import {
   codeQlVersionAbove,
   GitHubVersion,
-  ML_POWERED_JS_QUERIES_PACK_NAME,
+  ML_POWERED_JS_QUERIES_PACK,
 } from "./util";
 
 // Property names from the user-supplied config file.
@@ -296,7 +296,7 @@ async function addBuiltinSuiteQueries(
     languages.includes("javascript") &&
     (found === "security-extended" || found === "security-and-quality") &&
     !packs.javascript?.some(
-      (pack) => pack.packName === ML_POWERED_JS_QUERIES_PACK_NAME
+      (pack) => pack.packName === ML_POWERED_JS_QUERIES_PACK.packName
     ) &&
     (await featureFlags.getValue(FeatureFlag.MlPoweredQueriesEnabled)) &&
     (await codeQlVersionAbove(codeQL, CODEQL_VERSION_ML_POWERED_QUERIES))
@@ -304,10 +304,7 @@ async function addBuiltinSuiteQueries(
     if (!packs.javascript) {
       packs.javascript = [];
     }
-    packs.javascript.push({
-      packName: ML_POWERED_JS_QUERIES_PACK_NAME,
-      version: "~0.0.2",
-    });
+    packs.javascript.push(ML_POWERED_JS_QUERIES_PACK);
   }
 
   const suites = languages.map((l) => `${l}-${suiteName}.qls`);
diff --git a/src/util.test.ts b/src/util.test.ts
index 9f0115254b..9261c77940 100644
--- a/src/util.test.ts
+++ b/src/util.test.ts
@@ -297,32 +297,26 @@ const ML_POWERED_JS_STATUS_TESTS: Array<[PackWithVersion[], string]> = [
   [[], "false"],
   [[{ packName: "someOtherPack" }], "false"],
   [
-    [
-      { packName: "someOtherPack" },
-      { packName: util.ML_POWERED_JS_QUERIES_PACK_NAME, version: "~0.0.2" },
-    ],
-    "~0.0.2",
-  ],
-  [
-    [{ packName: util.ML_POWERED_JS_QUERIES_PACK_NAME, version: "~0.0.2" }],
-    "~0.0.2",
+    [{ packName: "someOtherPack" }, util.ML_POWERED_JS_QUERIES_PACK],
+    util.ML_POWERED_JS_QUERIES_PACK.version!,
   ],
-  [[{ packName: util.ML_POWERED_JS_QUERIES_PACK_NAME }], "other"],
+  [[util.ML_POWERED_JS_QUERIES_PACK], util.ML_POWERED_JS_QUERIES_PACK.version!],
+  [[{ packName: util.ML_POWERED_JS_QUERIES_PACK.packName }], "other"],
   [
-    [{ packName: util.ML_POWERED_JS_QUERIES_PACK_NAME, version: "~0.0.1" }],
+    [{ packName: util.ML_POWERED_JS_QUERIES_PACK.packName, version: "~0.0.1" }],
     "other",
   ],
   [
     [
-      { packName: util.ML_POWERED_JS_QUERIES_PACK_NAME, version: "0.0.1" },
-      { packName: util.ML_POWERED_JS_QUERIES_PACK_NAME, version: "0.0.2" },
+      { packName: util.ML_POWERED_JS_QUERIES_PACK.packName, version: "0.0.1" },
+      { packName: util.ML_POWERED_JS_QUERIES_PACK.packName, version: "0.0.2" },
     ],
     "other",
   ],
   [
     [
       { packName: "someOtherPack" },
-      { packName: util.ML_POWERED_JS_QUERIES_PACK_NAME },
+      { packName: util.ML_POWERED_JS_QUERIES_PACK.packName },
     ],
     "other",
   ],
diff --git a/src/util.ts b/src/util.ts
index ef2d166ec6..0b97b3cd0d 100644
--- a/src/util.ts
+++ b/src/util.ts
@@ -10,7 +10,7 @@ import * as semver from "semver";
 import { getApiClient, GitHubApiDetails } from "./api-client";
 import * as apiCompatibility from "./api-compatibility.json";
 import { CodeQL, CODEQL_VERSION_NEW_TRACING } from "./codeql";
-import { Config } from "./config-utils";
+import { Config, PackWithVersion } from "./config-utils";
 import { Language } from "./languages";
 import { Logger } from "./logging";
 
@@ -628,35 +628,46 @@ export function checkNotWindows11() {
   }
 }
 
-export const ML_POWERED_JS_QUERIES_PACK_NAME =
-  "codeql/javascript-experimental-atm-queries";
-
 /**
- * Set containing version strings of the ML-powered JS query pack that are reportable.
- *
- * We restrict the set of version strings we report to limit the cardinality of the ML-powered JS
- * queries status report field, since some platforms that ingest this status report charge based on
- * the cardinality of the fields.
+ * The ML-powered JS query pack to add to the analysis if a repo is opted into the ML-powered
+ * queries beta.
  */
-export const ML_POWERED_JS_QUERIES_REPORTABLE_VERSIONS = new Set(["~0.0.2"]);
+export const ML_POWERED_JS_QUERIES_PACK: PackWithVersion = {
+  packName: "codeql/javascript-experimental-atm-queries",
+  version: "~0.0.2",
+};
 
 /**
  * Get information about ML-powered JS queries to populate status reports with.
  *
  * This will be:
  *
- * - The version string if the analysis will use a specific version of the pack and that version
- *   string is within {@link ML_POWERED_JS_QUERIES_REPORTABLE_VERSIONS}.
+ * - The version string if the analysis is using the ML-powered query pack that will be added to the
+ *   analysis if the repo is opted into the ML-powered queries beta, i.e.
+ *   {@link ML_POWERED_JS_QUERIES_PACK.version}. If the version string
+ *   {@link ML_POWERED_JS_QUERIES_PACK.version} is undefined, then the status report string will be
+ *   "latest", however this shouldn't occur in practice (see comment below).
  * - "false" if the analysis won't run any ML-powered JS queries.
  * - "other" in all other cases.
  *
+ * Our goal of the status report here is to allow us to compare the occurrence of timeouts and other
+ * errors with ML-powered queries turned on and off. We also want to be able to compare minor
+ * version bumps caused by us bumping the version range of `ML_POWERED_JS_QUERIES_PACK` in a new
+ * version of the CodeQL Action. For instance, we might want to compare the `~0.1.0` and `~0.0.2`
+ * version strings.
+ *
+ * We restrict the set of strings we report here by excluding other version strings and combinations
+ * of version strings. We do this to limit the cardinality of the ML-powered JS queries status
+ * report field, since some platforms that ingest this status report bill based on the cardinality
+ * of its fields.
+ *
  * This function lives here rather than in `init-action.ts` so it's easier to test, since tests for
  * `init-action.ts` would each need to live in their own file. See `analyze-action-env.ts` for an
  * explanation as to why this is.
  */
 export function getMlPoweredJsQueriesStatus(config: Config): string {
   const mlPoweredJsQueryPacks = (config.packs.javascript || []).filter(
-    (pack) => pack.packName === ML_POWERED_JS_QUERIES_PACK_NAME
+    (pack) => pack.packName === ML_POWERED_JS_QUERIES_PACK.packName
   );
   if (mlPoweredJsQueryPacks.length === 0) {
     return "false";
@@ -664,10 +675,13 @@ export function getMlPoweredJsQueriesStatus(config: Config): string {
   const firstVersionString = mlPoweredJsQueryPacks[0].version;
   if (
     mlPoweredJsQueryPacks.length === 1 &&
-    firstVersionString &&
-    ML_POWERED_JS_QUERIES_REPORTABLE_VERSIONS.has(firstVersionString)
+    ML_POWERED_JS_QUERIES_PACK.version === firstVersionString
   ) {
-    return firstVersionString;
+    // We should always specify an explicit version string in `ML_POWERED_JS_QUERIES_PACK`,
+    // otherwise we won't be able to make changes to the pack unless those changes are compatible
+    // with each version of the CodeQL Action. Therefore in practice, we should never hit the
+    // `latest` case here.
+    return ML_POWERED_JS_QUERIES_PACK.version || "latest";
   }
   return "other";
 }