AI technologies are revolutionizing environmental monitoring and climate research through applications ranging from consumer smart bird feeders using computer vision to institutional leadership in climate technology. These innovations demonstrate significant technical progress in deep learning, reinforcement learning, and edge computing for environmental applications.