diff --git a/docs/tutorials/QEC_Framework_IEEE_2022.ipynb b/docs/tutorials/QEC_Framework_IEEE_2022.ipynb
index 0cee3123..536f472d 100644
--- a/docs/tutorials/QEC_Framework_IEEE_2022.ipynb
+++ b/docs/tutorials/QEC_Framework_IEEE_2022.ipynb
@@ -30,7 +30,7 @@
     "\n",
     "Qiskit Framework for Quantum Error Correction is an open-source framework for developers, experimentalist and theorists of Quantum Error Correction (QEC).\n",
     "\n",
-    "QEC is a rapidly envolving and growing field with more and more papers appearing each month with experimental and theoretical imporantance. Many of these papers develop custom software for each new paper and that is not shared publically. Most of this software is also \"shame\" software that is not extensible or generalizable, has no documentation and often takes significiant amounts of time to develop. \n",
+    "QEC is a rapidly evolving and growing field with more and more papers appearing each month with experimental and theoretical imporantance. Many of these papers develop custom software for each new paper and that is not shared publically. Most of this software is also \"shame\" software that is not extensible or generalizable, has no documentation and often takes significiant amounts of time to develop. \n",
     "\n",
     "This represents a significiant amount of wasted time for the community!\n",
     "\n",