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+# Prod-Like v3 Corrected Evidence Brief
+
+## One-Paragraph Summary
+
+IAMScope was run against a controlled prod-like IAM sandbox under v3/current
+main after correcting `oracle-i-001` fixture semantics. Terraform created 41
+IAM-only sandbox resources, IAMScope collected live sandbox artifacts with
+`sha256_null_separated_v3_case_sensitive_provider_ids`, and the local comparator
+matched 6 currently comparable oracle rows with 0 oracle mismatches while
+separating environmental extras, unmapped sandbox extras,
+not-currently-live-comparable rows, and unsupported/static-only rows. This
+supports reviewer readiness for a bounded real-environment pilot; it is not
+production readiness, full IAM correctness, or broad IAMScope correctness.
+
+## What Was Tested
+
+The frozen evidence point is tagged
+`prod-like-v3-i001-corrected-collect-compare-001` and summarized in
+[`docs/specs/prod-like-aws-sandbox-v3-i001-corrected-collect-and-compare-001-checkpoint.md`](../specs/prod-like-aws-sandbox-v3-i001-corrected-collect-and-compare-001-checkpoint.md).
+
+The run used a controlled prod-like IAM sandbox, not real production AWS.
+The live lifecycle was bounded to IAM-only sandbox resources:
+
+- Terraform apply created 41 IAM-only resources.
+- IAMScope collection emitted `scenario.json`, `binding_metadata.json`, and
+  `findings.json` artifacts.
+- Terraform destroy removed 41 resources.
+- Prefix cleanup checks returned no remaining sandbox users, roles, or local
+  policies.
+- Raw AWS logs, account IDs, IAM ARNs, Terraform state, plans, locks, output
+  JSON, and live findings artifacts are not committed.
+
+## Why This Is More Than A Toy Demo
+
+This result is more than a hand-authored fixture because it used a freshly
+applied live IAM sandbox, current v3 deterministic IDs, IAMScope collection
+against that sandbox, and a local comparator over oracle rows. The sandbox is
+still controlled and bounded, but it exercises IAMScope on live-collected IAM
+relationships rather than only static teaching data.
+
+The result also includes messy-account signal: 12 environmental extras were
+separated because existing non-sandbox source principals had relationships to
+sandbox target roles. Those rows are useful reviewer context, not hidden or
+collapsed into currently comparable oracle rows.
+
+## Result Snapshot
+
+| Item | Result |
+| --- | --- |
+| ID algorithm | `sha256_null_separated_v3_case_sensitive_provider_ids` |
+| Terraform apply | 41 added, 0 changed, 0 destroyed |
+| Terraform destroy | 41 destroyed |
+| Scenario size | 45 nodes, 103 edges, 14 constraints, 24 edge_constraints |
+| Findings | 20 |
+| Verdicts | 3 validated, 2 blocked, 15 inconclusive |
+| Patterns | 16 `passrole_lambda`, 4 `passrole_ecs` |
+| Sandbox-prefixed findings | 20 |
+| Sandbox-prefixed nodes | 19 |
+| Sandbox-prefixed edges | 41 |
+| Cleanup checks | no remaining sandbox users, roles, or local policies |
+
+## Oracle/Comparator Result
+
+| Comparator category | Count |
+| --- | ---: |
+| Oracle rows | 24 |
+| Emitted findings | 20 |
+| Sandbox-source findings | 8 |
+| Environmental extras | 12 |
+| Unmapped sandbox extras | 2 |
+| Oracle match | 6 |
+| Oracle mismatch | 0 |
+| Not-currently-live-comparable | 14 |
+| Unsupported static-only | 4 |
+
+The comparator result is intentionally partitioned. The 6 matches are currently
+comparable oracle rows, not all rows. The 12 environmental extras were separated,
+not called false positives. The 14 not-currently-live-comparable rows were preserved,
+not called misses. The 4 unsupported/static-only rows are excluded
+from false-positive and false-negative treatment.
+
+`oracle-i-001` matched as inconclusive for
+`iamscope-prodlike-v1-uncertainty-resource-probe` to
+`iamscope-prodlike-v1-lambda-exec-scoped`. That improvement came from fixing
+fixture semantics, not from changing the oracle expectation to improve the
+count.
+
+## What IAMScope Did Correctly
+
+For this bounded run, IAMScope:
+
+- collected the live sandbox into scenario, binding, and findings artifacts;
+- emitted 20 findings involving sandbox-prefixed targets;
+- preserved verdict distinctions across validated, blocked, and inconclusive
+  findings;
+- matched 6 currently comparable oracle rows with 0 oracle mismatches;
+- separated 12 environmental extras from sandbox-source comparisons;
+- documented 2 unmapped sandbox extras instead of hiding them;
+- preserved not-currently-live-comparable and unsupported/static-only rows
+  outside false-positive and false-negative treatment.
+
+## What Remains Unproven
+
+This result does not prove broad IAMScope correctness, full IAM correctness, or
+production readiness. It does not show exploitability, downstream authorization,
+Lambda invocation behavior, generic Deny correctness, or correctness for other
+accounts, regions, principals, roles, conditions, permission boundaries, SCPs,
+resource policies, or findings.
+
+It also does not prove v2/v3 ID compatibility. This evidence point is current
+v3/current-main evidence; older pre-v3 `/tmp` collections are stale for current
+claims.
+
+## Why There Is No Score
+
+There is no composite score and no pass/fail benchmark label because this
+benchmark is evidence-layered, not score-based. Rows have different support
+levels: currently comparable, environmental extra, unmapped sandbox extra,
+not-currently-live-comparable, and unsupported/static-only. Collapsing those
+categories into one score would hide the boundary information reviewers need.
+
+## How This Moves Toward Real Production Validation
+
+This checkpoint supports reviewer readiness for a bounded real-environment
+pilot. It shows that IAMScope can collect a controlled prod-like IAM sandbox,
+retain v3 deterministic IDs, emit findings, separate environmental context, and
+compare currently comparable oracle rows without claiming production readiness.
+
+A useful next step is not a broader claim. It is a narrower external pilot with
+explicit authorization, agreed scope, redaction rules, and reviewer-defined
+questions about whether IAMScope surfaces useful findings and uncertainty in a
+real environment.
+
+## Recommended Next External Validation Step
+
+Run a bounded real-environment pilot in an explicitly authorized account or
+organization unit. The pilot should start read-only where possible, use approved
+profiles and scopes, redact account-specific identifiers before publication,
+and compare a small set of reviewer-selected IAMScope findings against manual
+review. It should preserve the same evidence categories used here instead of
+turning the result into a composite score.
+
+## Non-Claims
+
+This brief does not claim:
+
+- broad IAMScope correctness;
+- production readiness;
+- full IAM correctness;
+- exploitability proof;
+- downstream authorization proof;
+- Lambda invocation behavior;
+- generic Deny correctness;
+- v2/v3 ID compatibility;
+- composite benchmark score;
+- pass/fail benchmark label.