Microsoft’s AI for Earth team is working with researchers at Carnegie Mellon University to help park rangers in the Uganda Wildlife Authority stay one step ahead of poachers. Using an algorithm to sift through fourteen years of historical national park patrol data, the Protection Assistant for Wildlife Security application, or PAWS, uses computational game theory to learn and predict poaching behavior, enabling authorities to proactively identify poaching hotspots and modify their patrols.