diff --git a/docs/START_HERE.md b/docs/START_HERE.md
index d7459a1..e8c616c 100644
--- a/docs/START_HERE.md
+++ b/docs/START_HERE.md
@@ -99,6 +99,10 @@ iamscope why --help
 Examples that operate on scenario, report, or diff files require existing local
 fixture or sanitized scenario files. They should not perform live collection.
 
+### Local Demo
+
+Local demo: [Path Overcounting and Shared Uncertainty](case-studies/path-overcounting-shared-uncertainty.md) shows how IAMScope separates naive path-shaped rows from validated, blocked, precondition-only, and inconclusive fixture verdicts without making live AWS or replay-equivalence claims.
+
 ### Live AWS Collection
 
 Live `iamscope collect` is not the default path. It is advanced/authorized only.
diff --git a/tests/test_path_overcounting_shared_uncertainty_runner.py b/tests/test_path_overcounting_shared_uncertainty_runner.py
index b60ff39..5885e9b 100644
--- a/tests/test_path_overcounting_shared_uncertainty_runner.py
+++ b/tests/test_path_overcounting_shared_uncertainty_runner.py
@@ -42,7 +42,7 @@ def test_runner_defaults_output_under_tmp() -> None:
         shutil.rmtree(DEFAULT_OUT, ignore_errors=True)
 
 
-def test_runner_writes_to_temp_output_directory(tmp_path: Path) -> None:
+def test_documented_runner_command_smoke_writes_expected_outputs(tmp_path: Path) -> None:
     output_dir = tmp_path / "demo-output"
     result = _run_runner("--out", str(output_dir))
     assert result.returncode == 0, result.stderr
@@ -62,6 +62,19 @@ def test_runner_writes_to_temp_output_directory(tmp_path: Path) -> None:
     assert verdict_summary["aws_calls_made"] == 0
     assert verdict_summary["live_aws_used"] is False
 
+    groups = json.loads((output_dir / "uncertainty-groups.json").read_text())
+    assert groups["report_only"] is True
+    assert groups["groups"] == {
+        "shared_passrole_target_resource_scope_unknown": 8,
+        "shared_boundary_context_unresolved": 2,
+        "session_policy_context_missing": 1,
+    }
+    assert groups["non_claims"]["does_not_mutate_findings"] is True
+    assert groups["non_claims"]["does_not_change_verdicts"] is True
+    assert groups["non_claims"]["does_not_infer_exploitability"] is True
+    assert groups["non_claims"]["does_not_claim_replay_equivalence"] is True
+    assert groups["non_claims"]["requires_aws_credentials"] is False
+
 
 def test_runner_uncertainty_group_counts(tmp_path: Path) -> None:
     output_dir = tmp_path / "demo-output"