Acknowledgment
We would like to thank Juanita Bawagan, Arielle Bier, Stephanie Booth, Irina Andronic, Armin Senoner, Dhavanthi Hariharan, Rob Ashley, Agata Laydon, and Kathryn Tunyasvunakool for their help with text and figures.
This research was supported by AlphaGenome co-authors Žiga Avsec, Natasha Latysheva, Jun Cheng, Guido Novati, Kyle R. Taylor, Tom Ward, Clare Bycroft, Lauren Nicolaisen, Eirini Arvaniti, Joshua Pan, Raina Thomas, Vincent Dutordoir, Matteo Perino, Soham De, Alexander Karollus, Adam Gayoso, Toby Sargeant, Ann Thanks to the contributions of Mottram, Lai Hong Wong, Pavol Drotar, Adam Kociolek, Andrew Sr., Richard Tamburn, Taylor Applebaum, Sauradeep Basu, Demis Hassabis, Pushmeet Kohli.
We would also like to thank Dhavanthi Harharan, Charlie Taylor, Ottavia Bertolli, Yannis Assael, Alex Botev, Anna Trostanetski, Lucas Tenório, Victoria Johnston, Richard Green, Kathryn Tunyasuvunakool, Molly Beck, Uchechi Okereke, Rachael Tremlett, Sarah Chakera, and Ibrahim I. Taskiran. We would like to thank Andreea-Alexandra Muşat, Raiyan Khan, Ren Yi, and the entire Google DeepMind team for their support, assistance, and feedback.

