diff --git a/README.md b/README.md
index f6f2e82553610a460cbb666b31fc1b8f87b36aec..bfdb9e5c219f492db1d94dd5aca4b29704747e76 100644
--- a/README.md
+++ b/README.md
@@ -17,8 +17,8 @@ Please also refer to the Supplementary Information for a detailed description of
 the method.
 
 AlphaFold 3 is also available at
-[alphafoldsever.com](https://alphafoldserver.com) for non-commercial use, though
-with a more limited set of ligands and covalent modifications.
+[alphafoldserver.com](https://alphafoldserver.com) for non-commercial use,
+though with a more limited set of ligands and covalent modifications.
 
 If you have any questions, please contact the AlphaFold team at
 [alphafold@google.com](mailto:alphafold@google.com).
@@ -102,7 +102,7 @@ model parameters or outputs produced by those should cite:
 
 ```bibtex
 @article{Abramson2024,
-  author = {Abramson, Josh and Adler, Jonas and Dunger, Jack and Evans, Richard and Green, Tim and Pritzel, Alexander and Ronneberger, Olaf and Willmore, Lindsay and Ballard, Andrew J. and Bambrick, Joshua and Bodenstein, Sebastian W. and Evans, David A. and Hung, Chia-Chun and O’Neill, Michael and Reiman, David and Tunyasuvunakool, Kathryn and Wu, Zachary and Žemgulytė, Akvilė and Arvaniti, Eirini and Beattie, Charles and Bertolli, Ottavia and Bridgland, Alex and Cherepanov, Alexey and Congreve, Miles and Cowen-Rivers, Alexander I. and Cowie, Andrew and Figurnov, Michael and Fuchs, Fabian B. and Gladman, Hannah and Jain, Rishub and Khan, Yousuf A. and Low, Caroline M. R. and Perlin, Kuba and Potapenko, Anna and Savy, Pascal and Singh, Sukhdeep and Stecula, Adrian and Thillaisundaram, Ashok and Tong, Catherine and Yakneen, Sergei and Zhong, Ellen D. and Zielinski, Michal and Žídek, Augustin and Bapst, Victor and Kohli, Pushmeet and Jaderberg, Max and Hassabis, Demis and Jumper, John M.},
+  author  = {Abramson, Josh and Adler, Jonas and Dunger, Jack and Evans, Richard and Green, Tim and Pritzel, Alexander and Ronneberger, Olaf and Willmore, Lindsay and Ballard, Andrew J. and Bambrick, Joshua and Bodenstein, Sebastian W. and Evans, David A. and Hung, Chia-Chun and O’Neill, Michael and Reiman, David and Tunyasuvunakool, Kathryn and Wu, Zachary and Žemgulytė, Akvilė and Arvaniti, Eirini and Beattie, Charles and Bertolli, Ottavia and Bridgland, Alex and Cherepanov, Alexey and Congreve, Miles and Cowen-Rivers, Alexander I. and Cowie, Andrew and Figurnov, Michael and Fuchs, Fabian B. and Gladman, Hannah and Jain, Rishub and Khan, Yousuf A. and Low, Caroline M. R. and Perlin, Kuba and Potapenko, Anna and Savy, Pascal and Singh, Sukhdeep and Stecula, Adrian and Thillaisundaram, Ashok and Tong, Catherine and Yakneen, Sergei and Zhong, Ellen D. and Zielinski, Michal and Žídek, Augustin and Bapst, Victor and Kohli, Pushmeet and Jaderberg, Max and Hassabis, Demis and Jumper, John M.},
   journal = {Nature},
   title   = {Accurate structure prediction of biomolecular interactions with AlphaFold 3},
   year    = {2024},
diff --git a/docs/installation.md b/docs/installation.md
index a13acf7ecba14a4af05371de2f424b846626b57f..0731dc269d855d1044bb1a0e1b297c2cdaf202f9 100644
--- a/docs/installation.md
+++ b/docs/installation.md
@@ -56,11 +56,11 @@ We verified the following installation steps from this point.
 
 ## Installing Docker
 
-The instruction are for rootless Docker.
+These instructions are for rootless Docker.
 
 ### Installing Docker on Host
 
-Note these instructions only apply to Ubuntu images, see above.
+Note these instructions only apply to Ubuntu 22.04 LTS images, see above.
 
 Add Docker's official GPG key. Official Docker instructions are
 [here](https://docs.docker.com/engine/install/ubuntu/#install-using-the-repository).