New Zealand is using and exploring artificial-intelligence tools to help find the last remaining “hold-out” possums that survive despite ongoing predator control. Possums are described across sources as one of New Zealand’s most damaging introduced mammals, harming native forests and wildlife and remaining a key focus of the Predator Free 2050 effort.

The approach discussed centers on AI-assisted listening systems, which use audio from the environment to detect possums. The main challenge highlighted is that the sounds of native birds can be misidentified as possum calls, potentially leading to false detections. The Conversation describes a specific fix designed to reduce this kind of misclassification so the system can distinguish possums from similar vocalizations.

While Phys.org frames the work in the context of eliminating possums from New Zealand’s wilderness, The Conversation focuses more on the technical barrier—avoiding confusion between pests and bird calls—and on how the proposed adjustment improves detection accuracy.