diff --git a/.nojekyll b/.nojekyll
index d0495c5..e9e6477 100644
--- a/.nojekyll
+++ b/.nojekyll
@@ -1 +1 @@
-6d86f1fb
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+68e4e0d4
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diff --git a/index.html b/index.html
index a984ac6..e738310 100644
--- a/index.html
+++ b/index.html
@@ -143,7 +143,7 @@
 
 <div class="quarto-listing quarto-listing-container-grid" id="listing-listing">
 <div class="list grid quarto-listing-cols-3">
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 <a href="./posts/TDC2023.html" class="quarto-grid-link">
 <div class="quarto-grid-item card h-100 card-left">
 <p class="card-img-top"><img src="posts/TDC2023-sample-instances.png" style="height: 150px;"  class="thumbnail-image card-img"/></p>
@@ -166,7 +166,7 @@ <h5 class="no-anchor card-title listing-title">
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 <a href="./posts/fight_the_illusion.html" class="quarto-grid-link">
 <div class="quarto-grid-item card h-100 card-left">
 <div class="listing-item-img-placeholder card-img-top" style="height: 150px;">&nbsp;</div>
@@ -189,7 +189,7 @@ <h5 class="no-anchor card-title listing-title">
 </div>
 </a>
 </div>
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 <a href="./posts/catalog.html" class="quarto-grid-link">
 <div class="quarto-grid-item card h-100 card-left">
 <p class="card-img-top"><img src="posts/catalog_files/figure-html/cell-9-output-1.png" style="height: 150px;"  class="thumbnail-image card-img"/></p>
diff --git a/papers/Dreaming.pdf b/papers/Dreaming.pdf
new file mode 100644
index 0000000..237bdf8
Binary files /dev/null and b/papers/Dreaming.pdf differ
diff --git a/posts/TDC2023.html b/posts/TDC2023.html
index 9cf7a2c..178301e 100644
--- a/posts/TDC2023.html
+++ b/posts/TDC2023.html
@@ -722,7 +722,7 @@ <h4 class="anchored" data-anchor-id="trojan-recovery">Trojan recovery:</h4>
 });
 </script>
 </div> <!-- /content -->
-<script>var lightboxQuarto = GLightbox({"closeEffect":"zoom","selector":".lightbox","descPosition":"bottom","openEffect":"zoom","loop":true});</script>
+<script>var lightboxQuarto = GLightbox({"selector":".lightbox","closeEffect":"zoom","descPosition":"bottom","loop":true,"openEffect":"zoom"});</script>
 
 
 
diff --git a/posts/catalog.html b/posts/catalog.html
index e9c6e1f..66ef48e 100644
--- a/posts/catalog.html
+++ b/posts/catalog.html
@@ -814,7 +814,7 @@ <h2 class="anchored" data-anchor-id="github">GitHub</h2>
 });
 </script>
 </div> <!-- /content -->
-<script>var lightboxQuarto = GLightbox({"loop":true,"descPosition":"bottom","closeEffect":"zoom","openEffect":"zoom","selector":".lightbox"});</script>
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diff --git a/posts/catalog.out.ipynb b/posts/catalog.out.ipynb
index 0e40a5e..0e78bff 100644
--- a/posts/catalog.out.ipynb
+++ b/posts/catalog.out.ipynb
@@ -297,7 +297,7 @@
         "Pythia-12B is miscalibrated on 20% of the bigrams and 45% of the\n",
         "trigrams when we ask for prediction of $p \\geq 0.45$."
       ],
-      "id": "f1bb479d-30a0-4a39-80e2-7169400a20c0"
+      "id": "8bd26b51-30fa-4ee3-8725-ccd73df1cd57"
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@@ -313,7 +313,7 @@
         }
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       "source": [],
-      "id": "9cc411c7-5d5c-4b85-a3a8-51c1e21c4f27"
+      "id": "5c86dc75-2864-4688-9050-727750d8b519"
     },
     {
       "cell_type": "markdown",
@@ -377,7 +377,7 @@
         "The dataset is available on Huggingface:\n",
         "[pile_scan_4](https://huggingface.co/datasets/Confirm-Labs/pile_scan_4)"
       ],
-      "id": "98427d1c-5f1c-40c8-b51e-5dec1054b6f5"
+      "id": "88a76dda-320a-4a80-b890-32af22ff2111"
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@@ -391,7 +391,7 @@
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       "source": [],
-      "id": "fffb3eea-7d05-4365-bcff-81781e630caa"
+      "id": "8f8a2474-39d8-4d10-9e3e-8a30097d6b11"
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     {
       "cell_type": "markdown",
@@ -423,7 +423,7 @@
         "Computational Linguistics, May 2022, pp. 95–136. doi:\n",
         "[10.18653/v1/2022.bigscience-1.9](https://doi.org/10.18653/v1/2022.bigscience-1.9).</span>"
       ],
-      "id": "b8a81d0c-e0f7-4a47-a238-5231e13e063b"
+      "id": "41d3ea43-91bf-4ef4-b547-b727e6e5c48e"
     }
   ],
   "nbformat": 4,
diff --git a/sitemap.xml b/sitemap.xml
index 8a2efc8..f588deb 100644
--- a/sitemap.xml
+++ b/sitemap.xml
@@ -2,18 +2,18 @@
 <urlset xmlns="http://www.sitemaps.org/schemas/sitemap/0.9">
   <url>
     <loc>https://confirmlabs.org/posts/catalog.html</loc>
-    <lastmod>2024-01-17T21:34:32.576Z</lastmod>
+    <lastmod>2024-01-19T21:07:24.629Z</lastmod>
   </url>
   <url>
     <loc>https://confirmlabs.org/posts/TDC2023.html</loc>
-    <lastmod>2024-01-17T21:34:29.228Z</lastmod>
+    <lastmod>2024-01-19T21:07:21.389Z</lastmod>
   </url>
   <url>
     <loc>https://confirmlabs.org/index.html</loc>
-    <lastmod>2024-01-17T21:34:27.700Z</lastmod>
+    <lastmod>2024-01-19T21:07:19.933Z</lastmod>
   </url>
   <url>
     <loc>https://confirmlabs.org/posts/fight_the_illusion.html</loc>
-    <lastmod>2024-01-17T21:34:29.980Z</lastmod>
+    <lastmod>2024-01-19T21:07:22.089Z</lastmod>
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