diff --git a/Cargo.lock b/Cargo.lock
index d5205b2..82e5c20 100644
--- a/Cargo.lock
+++ b/Cargo.lock
@@ -1371,7 +1371,7 @@ dependencies = [
  "criterion",
  "futures",
  "image",
- "nalgebra 0.32.6",
+ "nalgebra 0.33.2",
  "nalgebra-glm",
  "serde",
  "serde_json",
@@ -2322,7 +2322,6 @@ checksum = "7b5c17de023a86f59ed79891b2e5d5a94c705dbe904a5b5c9c952ea6221b03e4"
 dependencies = [
  "approx",
  "matrixmultiply",
- "nalgebra-macros",
  "num-complex",
  "num-rational",
  "num-traits",
@@ -2338,6 +2337,7 @@ checksum = "26aecdf64b707efd1310e3544d709c5c0ac61c13756046aaaba41be5c4f66a3b"
 dependencies = [
  "approx",
  "matrixmultiply",
+ "nalgebra-macros",
  "num-complex",
  "num-rational",
  "num-traits",
@@ -4698,7 +4698,7 @@ dependencies = [
  "aes",
  "chrono",
  "criterion",
- "nalgebra 0.32.6",
+ "nalgebra 0.33.2",
  "rand 0.8.5",
  "regex",
  "serde",
diff --git a/pillar-01-iron/flux-vector-engine/Cargo.toml b/pillar-01-iron/flux-vector-engine/Cargo.toml
index f24cc17..1dd6e2f 100644
--- a/pillar-01-iron/flux-vector-engine/Cargo.toml
+++ b/pillar-01-iron/flux-vector-engine/Cargo.toml
@@ -18,7 +18,7 @@ image = "0.24"
 winit = "0.30"
 
 # Math
-nalgebra = "0.32"
+nalgebra = "0.33"
 nalgebra-glm = "0.18"
 
 # Async
diff --git a/pillar-02-logic/vantis-grid/Cargo.toml b/pillar-02-logic/vantis-grid/Cargo.toml
index 76b682f..476a899 100644
--- a/pillar-02-logic/vantis-grid/Cargo.toml
+++ b/pillar-02-logic/vantis-grid/Cargo.toml
@@ -16,7 +16,7 @@ thiserror = "1.0"
 tokio = { version = "1.35", features = ["full"] }
 
 # Math and ML (for Neural Engine)
-nalgebra = "0.32"
+nalgebra = "0.33"
 statrs = "0.18"
 
 # Cryptography (for secure collaboration)