diff --git a/README.md b/README.md
index 13e42ef..bcab8ff 100755
--- a/README.md
+++ b/README.md
@@ -64,9 +64,7 @@ Control TUI**.
 > (`--compliance pci-dss,hipaa,soc2`); an **internal-network / AD attack graph**;
 > a **reasoning-budget governor** (`--budget`); and **TypeSafe System One**
 > (`--typesafe on|off|auto`) as a calibrated confirmation + adjudication layer.
-> 27 deterministic per-CWE validators, 446 agents. See
-> [benchmarks/typesafe-2026-09-20](benchmarks/typesafe-2026-09-20/) for a
-> with/without measurement.
+> 27 deterministic per-CWE validators, 446 agents.
 
 - 🧠 **POMDP belief + anti-hallucination gate** — findings aren't booleans; a
   property-graph belief carries probabilities, and `may_assert` refuses to claim
@@ -505,8 +503,8 @@ neurosploit run https://app --typesafe off    # the identical pipeline, no TypeS
 ```
 
 `--typesafe auto` (default) is on when the key is set. Each run's `meta.json`
-records `"typesafe": true|false` — a clean with/without measurement, one of
-which lives in [`benchmarks/typesafe-2026-09-20/`](benchmarks/typesafe-2026-09-20/).
+records `"typesafe": true|false` — a clean with/without measurement you can run
+against your own target.
 
 ### Scope-evasion resistance, evidence integrity, untrusted output
 
diff --git a/TUTORIAL.md b/TUTORIAL.md
index 652da0d..6b02148 100644
--- a/TUTORIAL.md
+++ b/TUTORIAL.md
@@ -800,8 +800,9 @@ finding with a calibrated `{confirmed/needs-review/rejected}` judgment over the
 *evidence*, re-grades CVSS when impact isn't demonstrated, prunes irrelevant
 agents, and runs a code-owned confirmation loop over enumerable classes. It is
 **additive** — a deterministic validator still rules; TypeSafe can only lower
-confidence or flag for review, never resurrect a rejected claim. A with/without
-measurement lives in [`benchmarks/typesafe-2026-09-20/`](benchmarks/typesafe-2026-09-20/).
+confidence or flag for review, never resurrect a rejected claim. Run it with
+`--typesafe on` and `--typesafe off` against the same target to measure the
+difference (`meta.json` records which mode ran).
 
 ### Internal network / AD & reasoning budget