Figure 1: AI wildfire and bear detection at wildland-urban interface (AI simulated image) In recent years, Japan has faced a daunting "dual-threat" profile: the increasing risk of large-scale wildfires and a surge in dangerous bear-human encounters.According to recent Ministry of the Environment data, the 2025 fiscal year has already seen…