diff --git a/pyproject.toml b/pyproject.toml
index 124e870..00dce6b 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -12,7 +12,7 @@ dependencies = [
     "httpx>=0.28.1",
     "ipykernel>=6.29.5",
     "jupyter>=1.1.1",
-    "keras==3.11.3",
+    "keras==3.12.0",
     "mcp[cli]>=1.3.0",
     "metaflow==2.18.0",
     "metaflow-card-html>=1.0.2",