diff --git a/posts/dreamy.ipynb b/posts/dreamy.ipynb
index 01ff207..ebda930 100644
--- a/posts/dreamy.ipynb
+++ b/posts/dreamy.ipynb
@@ -27,7 +27,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "This is a companion page for our paper, [\"Fluent dreaming for language models.\" (dead link, arXiv submission in review)](http:///arxiv). \n",
+    "This is a companion page for our paper, [\"Fluent dreaming for language models.\"](https://arxiv.org/abs/2402.01702). \n",
     "\n",
     "There is an [interactive demo of this page on Colab.](https://colab.research.google.com/drive/1B0dM7du91BUkT7tSICXjKL7lrBAEdSa-?usp=sharing)\n"
    ]