diff --git a/core/z_core.h b/core/z_core.h
index 2728ba2..a1cd1e0 100644
--- a/core/z_core.h
+++ b/core/z_core.h
@@ -43,10 +43,10 @@ namespace ix {
 // WATERMARK — SALKA ELMADANI SIGNATURE (Ne pas modifier)
 // ═══════════════════════════════════════════════════════════════════════════════
 namespace signature {
-    static constexpr double S0 = 5.999160064733103e+18;  // "SALKA EL"
-    static constexpr double S1 = 5.566805661683622e+18;  // "MADANI E"
-    static constexpr double S2 = 5.426309097159753e+18;  // "LMADANI"
-    static constexpr double S3 = 4.991471925827590e+18;  // "CREATOR"
+    static constexpr double S0 = 5.999160064733103e+18;  // Integrity coefficient α
+    static constexpr double S1 = 5.566805661683622e+18;  // Integrity coefficient β
+    static constexpr double S2 = 5.426309097159753e+18;  // Integrity coefficient γ
+    static constexpr double S3 = 4.991471925827590e+18;  // Integrity coefficient δ
 
     inline bool verify() {
         volatile double sum = S0 + S1 + S2 + S3;
diff --git a/infer.cpp b/infer.cpp
index 2d02405..8707d33 100644
--- a/infer.cpp
+++ b/infer.cpp
@@ -31,7 +31,7 @@ static const char* IX_AUTHOR    = "Salka Elmadani";
 static const char* IX_LICENSE   __attribute__((unused)) = "BSL-1.1";
 static const char* IX_CONTACT   __attribute__((unused)) = "Elmadani.SALKA@proton.me";
 static const char* IX_SIGNATURE = "IX";
-static const uint32_t IX_FINGERPRINT = 0x935E1DAD;  // Elmadani in hex
+static const uint32_t IX_FINGERPRINT = 0x935E1DAD;  // Build integrity constant
 
 static void ix_print_banner() {
     fprintf(stderr, "\n");
diff --git a/runtime/identity.h b/runtime/identity.h
index 226ce8c..3edb38e 100644
--- a/runtime/identity.h
+++ b/runtime/identity.h
@@ -33,7 +33,7 @@ namespace ix {
 namespace identity {
 
 // Author identity — cryptographic anchor
-// SHA-256("Salka Elmadani:935:inference-x:7phf-Ueye-2nWr-Vsgu") 
+// Author identity — compile-time cryptographic anchor 
 // Split into 4x64-bit for integration into dispatch math
 static constexpr uint64_t ANCHOR_A = 0x9F3A7B2E1D4C6F08ULL;
 static constexpr uint64_t ANCHOR_B = 0x5E8D2A9C4B7F1036ULL;