November 2024A newgolden ageof discoverySeizing the Al for Science opportunityConor Griffin Don Wallace Juan Mateos-Garcia Hanna Schieve Pushmeet KohliAcknowledgementsThank you to Louisa Bartolo,Zoe Brammer and Nick Swanson for research support,and to the followingindividuals who shared insights with us through interviews and/or feedback on the draft.All views,andany mistakes,belong solely to the authors.Ziga Avsec,Nicklas Lundblad,John Jumper,Matt Clifford,Ben Southwood,Craig Donner,Joelle Barral,Tom Zahavy,Been Kim,Sebastian Nowozin,Matt Clancy,Matej Balog,Jennifer Beroshi,Nitarshan Rajkumar,Brendan Tracey,Yannis Assael,Massimiliano Ciaramita,Michael Webb,Agnieszka Grabska-Barwinska,Alessandro Pau,Tom Lue,Agata Laydon,Anna Koivuniemi,Abhishek Nagaraj,Harry Law,Tom Westgarth,Guy Ward-Jackson,Arianna Manzini,Stefano Bianchini,Sameer Velankar,Ankur Vora,Sebastien Krier,JoelZ Leibo,Elisa Lai H.Wong,Ben Johnson,David Osimo,Andrea Huber,Dipanjan Das,Ekin Dogus Cubuk,Jacklynn Stott,Kelvin Guu,Kiran Vodrahalli,Sanil Jain,Trieu Trinh,Rebeca Santamaria-Fernandez,Remi Lam,Victor Martin,Neel Nanda,Nenad Tomasev,Obum Ekeke,Uchechi Okereke,Francesca Pietra,Rishabh Agarwal,Peter Battaglia,Anil Doshi,Yian Yin.Google DeepMind