diff --git a/demo/Dockerfile.jupyter b/demo/Dockerfile.jupyter
index 02b73c4..347d25c 100644
--- a/demo/Dockerfile.jupyter
+++ b/demo/Dockerfile.jupyter
@@ -6,7 +6,7 @@ FROM ghcr.io/astral-sh/uv:0.12.23@sha256:61d393e44e249f2e4b526b6c7ddcecce2459468
 
 # quay.io is where Project Jupyter publishes its images now; the Docker Hub
 # copy stopped receiving updates in October 2023.
-FROM quay.io/jupyter/scipy-notebook:python-3.13.15
+FROM quay.io/jupyter/scipy-notebook:python-3.13.16
 
 USER root
 RUN apt-get update && apt-get install -y --no-install-recommends gcc git && rm -rf /var/lib/apt/lists/*