diff --git a/projects/autodata/README.md b/projects/autodata/README.md
index b4cd490..0a7f546 100644
--- a/projects/autodata/README.md
+++ b/projects/autodata/README.md
@@ -378,19 +378,17 @@ Finally, removing humans completely from the loop is unlikely to be desirable in
 
 
 ## Contributors
-Ilia Kulikov, Chenxi Whitehouse, Tianhao Wu, Swarnadeep Saha, Eryk Helenowski, Weizhe Yuan, Olga Golovneva, Jack Lanchantin, Yoram Bachrach, Jakob Foerster, Xian Li, Han Fang, Sainbayar Sukhbaatar, Jason Weston
+Ilia Kulikov, Chenxi Whitehouse, Tianhao Wu, Yixin Nie, Swarnadeep Saha, Eryk Helenowski, Weizhe Yuan, Olga Golovneva, Jack Lanchantin, Yoram Bachrach, Jakob Foerster, Xian Li, Han Fang, Sainbayar Sukhbaatar, Jason Weston
 
 ## More details
-We plan to put a full technical report on arXiv soon.
+More details can be found in the [full technical report](https://arxiv.org/abs/2606.25996).
 
 ## Citation
-You can cite this blog (before the full paper is released) here:
 ```
-@article{kulikov2026autodata,
-  title   = "Autodata: an automatic data scientist to create high quality data",
-  author  = {Kulikov, Ilia and Whitehouse, Chenxi and Wu, Tianhao and Saha, Swarnadeep and  Helenowski, Eryk and Yuan, Weizhe and Golovneva, Olga and Lanchantin, Jack and Bachrach, Yoram and Foerster, Jakob and Li, Xian and Fang, Han and Sukhbaatar, Sainbayar and Weston, Jason},
-  year    = "2026",
-  month   = "April",
-  url     = "https://facebookresearch.github.io/RAM/blogs/autodata/"
+@article{autodata2026,
+  title={Autodata: an agentic data scientist to create high quality data},
+  author={Kulikov, Ilia and Whitehouse, Chenxi and Wu, Tianhao and Nie, Yixin aned Saha, Swarnadeep and  Helenowski, Eryk and Yuan, Weizhe and Golovneva, Olga and Lanchantin, Jack and Bachrach, Yoram and Foerster, Jakob and Li, Xian and Fang, Han and Sukhbaatar, Sainbayar and Weston, Jason},
+  journal={arXiv preprint arXiv:2606.25996},
+  year={2026}
 }
 ```