diff --git a/pkg/api/testing/validation_test.go b/pkg/api/testing/validation_test.go
index b0d16077b9b..15bcae6231b 100644
--- a/pkg/api/testing/validation_test.go
+++ b/pkg/api/testing/validation_test.go
@@ -76,6 +76,9 @@ func TestVersionedValidationByFuzzing(t *testing.T) {
 					allRules := append([]field.NormalizationRule{}, resourcevalidation.ResourceNormalizationRules...)
 					allRules = append(allRules, nodevalidation.NodeNormalizationRules...)
 					opts = append(opts, WithNormalizationRules(allRules...))
+					if gv.Group == "autoscaling" {
+						opts = append(opts, WithIgnoreObjectConversionErrors())
+					}
 
 					VerifyVersionedValidationEquivalence(t, obj, nil, opts...)