Tag: domain shift in machine learning

AI-powered wildlife monitoring is transforming how camera-trap data are processed, cutting review time from months to hours. But evidence shows that while machine learning improves detection speed and scale, it also introduces bias, domain-shift risks, and ethical challenges. This article examines what AI actually does well, where it falls short, and why human oversight remains…