AlphaZero: Mastering chess with creativity

AlphaZero plays very differently to other chess engines. Unlike existing chess programs that use thousands of rules programmed by experts, AlphaZero has no rules. Instead it learns to play chess from scratch by playing against itself millions of time. The result is a chess style that is unlike anything that has come before. AlphaZero plays intuitively and dynamically – discarding large quantities of accepted chess theory in the process. And it wins. When Deepmind asked us to make a film to showcase this leap forward in AI, we thought it was fascinating to be exposed to the inner workings of some of the crucial members of the team. From there our job was to piece together this elaborate puzzle to bring the story to life to new audiences - not just chess geniuses. By including some awesome moments from the games, we also let AlphaZero's chess speak for itself. After all, its playing style shows the power of a very human, friendly quality – creativity. Credits: ATP Managing Director: Aaron Hutchinson - ATP Head of Production: Tom Dore - ATP Executive Producer: Deborah Znaty - Director & Camera: Greg Kohs - Producer: Gary Krieg - ATP Producer: Tara Struthers - Sound: Rob Branch - Focus Puller: William Roth - DIT: Liam Lintonbon - Editor: Steve Sander - Motion graphics: Doug Higman, Chris Meadmore - Edit Assistants: Stephen Walsh - Grade: The Mill London - Music: Kevin Pollard - Audio Mix: Jungle Audio.

Team Credits

Project Tags


  • Across the Pond

    Across the Pond

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Across the Pond
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Doug Higman
Motion Graphics Designer
Fawna Xiao