diff --git a/Project/Tools/User_Interface.ipynb b/Project/Tools/User_Interface.ipynb
index 4a26285..8a3dd26 100644
--- a/Project/Tools/User_Interface.ipynb
+++ b/Project/Tools/User_Interface.ipynb
@@ -327,7 +327,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 24,
+   "execution_count": 12,
    "metadata": {
     "collapsed": true
    },
@@ -335,7 +335,7 @@
    "source": [
     "text_input.on_submit(submit_new_message)\n",
     "\n",
-    "text_input.observe(lambda b: trigger_new_prediction(None, text_input.value))"
+    "#text_input.observe(lambda b: trigger_new_prediction(None, text_input.value))"
    ]
   },
   {
@@ -551,13 +551,13 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 25,
+   "execution_count": 23,
    "metadata": {},
    "outputs": [
     {
      "data": {
       "application/vnd.jupyter.widget-view+json": {
-       "model_id": "1dddd15a4fa74985a42761c4de6a5598",
+       "model_id": "6cb4372b3ac5467b8eec0f4cd67f8212",
        "version_major": 2,
        "version_minor": 0
       },
@@ -578,13 +578,17 @@
    ]
   },
   {
-   "cell_type": "code",
-   "execution_count": null,
+   "cell_type": "markdown",
    "metadata": {
     "collapsed": true
    },
-   "outputs": [],
-   "source": []
+   "source": [
+    "improve naive approach\n",
+    "word2vec\n",
+    "\n",
+    "longer sentences\n",
+    "own training set"
+   ]
   },
   {
    "cell_type": "code",