AI and Wildlife Conservation
AAAI-26 Bridge Program
January 20-21, 2026
Singapore
January 20-21, 2026
Singapore
This bridge addresses the grand challenge of developing AI systems that are ecologically grounded, culturally aware, and robustly generalizable across species, ecosystems, and deployment conditions. We aim to catalyze a sustained interdisciplinary community at the intersection of AI and wildlife conservation, recognizing that conservation is not solely a technical problem but also a cultural and societal one. By bringing together AI researchers, ecologists, Indigenous knowledge holders, and conservation practitioners, the bridge will explore open research questions, highlight successes and failures, and build shared infrastructure and research agendas. Through tutorials, case studies, and panel discussions, participants will gain a shared understanding of conservation realities and AI capabilities, while co-developing roadmaps for ethically grounded, field-ready, and scalable solutions to biodiversity loss and environmental change.
Topics
Core technical advances in AI for conservation; case studies in species re-identification, movement ecology, invasive species control, and habitat monitoring; cultural and ethical dimensions of deploying AI in conservation; benchmarks, datasets, and evaluation frameworks; vision-building toward a shared research roadmap; short discussion on research opportunities.
Format of Bridge
The bridge will run as a 1-day event. It will include:
Tutorial session (2h): foundations of wildlife conservation and AI challenges/opportunities
Workshop session (4h): application-focused talks, case studies, demonstrations, lightning talks
Panel discussion (1h): How does AI impact wildlife conservation?
Attendance
The bridge will host 30–50 participants. Attendance is open to AI researchers, ecologists, conservation practitioners, early-career researchers, students, and policymakers. On-site space is limited to encourage active discussion and community-building.
Email: aiwildlife@googlegroups.com