Based on Philip Pullman's third book The Amber Spyglass, the third season is the series last.
The rebellion against the Authority becomes open warfare, with Asriel working to build a new Republic of Heaven. But to achieve his ends he needs the Subtle Knife, which is currently in Will's hands.