diff --git a/experiments/ELM.ipynb b/experiments/ELM.ipynb
index 5466e50..ef940bc 100644
--- a/experiments/ELM.ipynb
+++ b/experiments/ELM.ipynb
@@ -350,7 +350,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.9.13"
+   "version": "3.10.11"
   }
  },
  "nbformat": 4,
diff --git a/experiments/kv.mp4 b/experiments/kv.mp4
new file mode 100644
index 0000000..3adba34
Binary files /dev/null and b/experiments/kv.mp4 differ