Unable to build for Android: `One or more plugins require a higher Android SDK version.`

[nilsreichardt]

Nils-MBP-13-M1:integration_test_permissions nils$ flutter drive --driver=integration_test/driver.dart --target=integration_test/location_test.dart -d emulator-5554
Running "flutter pub get" in integration_test_permissions...        869ms
Warning: The plugin integration_test requires Android SDK version 31.
One or more plugins require a higher Android SDK version.
Fix this issue by adding the following to /Users/nils/Desktop/Projects/integration_test_permissions/android/app/build.gradle:
android {
  compileSdkVersion 31
  ...
}


FAILURE: Build failed with an exception.

* What went wrong:
Execution failed for task ':app:checkDebugAarMetadata'.
> Multiple task action failures occurred:
   > A failure occurred while executing com.android.build.gradle.internal.tasks.CheckAarMetadataWorkAction
      > The minCompileSdk (31) specified in a
        dependency's AAR metadata (META-INF/com/android/build/gradle/aar-metadata.properties)
        is greater than this module's compileSdkVersion (android-30).
        Dependency: androidx.window:window-java:1.0.0-beta04.
        AAR metadata file: /Users/nils/.gradle/caches/transforms-2/files-2.1/625039eaad011f884ddd84f857a44b7f/jetified-window-java-1.0.0-beta04/META-INF/com/android/build/gradle/aar-metadata.properties.
   > A failure occurred while executing com.android.build.gradle.internal.tasks.CheckAarMetadataWorkAction
      > The minCompileSdk (31) specified in a
        dependency's AAR metadata (META-INF/com/android/build/gradle/aar-metadata.properties)
        is greater than this module's compileSdkVersion (android-30).
        Dependency: androidx.window:window:1.0.0-beta04.
        AAR metadata file: /Users/nils/.gradle/caches/transforms-2/files-2.1/a78fdf90e4c1f8464b19895cfb365f3f/jetified-window-1.0.0-beta04/META-INF/com/android/build/gradle/aar-metadata.properties.

* Try:
Run with --stacktrace option to get the stack trace. Run with --info or --debug option to get more log output. Run with --scan to get full insights.

Flutter version: 2.10.5