diff --git a/personal-sysadmin/Cargo.lock b/personal-sysadmin/Cargo.lock
index daafdf38..8b3a6e3b 100644
--- a/personal-sysadmin/Cargo.lock
+++ b/personal-sysadmin/Cargo.lock
@@ -2303,9 +2303,9 @@ dependencies = [
 
 [[package]]
 name = "ndarray"
-version = "0.16.1"
+version = "0.17.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "882ed72dce9365842bf196bdeedf5055305f11fc8c03dee7bb0194a6cad34841"
+checksum = "520080814a7a6b4a6e9070823bb24b4531daac8c4627e08ba5de8c5ef2f2752d"
 dependencies = [
  "matrixmultiply",
  "num-complex",
diff --git a/personal-sysadmin/Cargo.toml b/personal-sysadmin/Cargo.toml
index c2d6caa1..74962af7 100644
--- a/personal-sysadmin/Cargo.toml
+++ b/personal-sysadmin/Cargo.toml
@@ -36,7 +36,7 @@ ollama-rs = "0.2"             # Local LLM via Ollama
 libp2p = { version = "0.56", features = ["tokio", "mdns", "gossipsub", "kad"] }
 
 # Anomaly detection (integrates with ESN/LSM)
-ndarray = "0.16"
+ndarray = "0.17"
 
 # Forum/solution search
 scraper = "0.21"              # HTML parsing for forums