diff --git a/dominoes.ipynb b/dominoes.ipynb
index a6fc5c3..ce89f97 100644
--- a/dominoes.ipynb
+++ b/dominoes.ipynb
@@ -114,10 +114,7 @@
     "# Add mechanism for printing the arguments used to build a pointernetwork so the user can see what they did. \n",
     "\n",
     "# Add documentation of baseline updates and performance etc\n",
-    "\n",
-    "# Go through previous model (in branch=Main) and check all the parameters to make the equivalent!\n",
-    "\n",
-    "# Integrate bl_duty_cycle into the train code\n",
+    "# Add some dataset specific summary plots and integrate into plotting code? \n",
     "\n",
     "# :)\n"
    ]