With the rapid advancement of artificial intelligence, unmanned systems such as autonomous driving and embodied intelligence are continuously being promoted and applied in real-world scenarios, leading to a new wave of technological revolution and industrial transformation. Visual perception, a core means of information acquisition, plays a crucial role in these intelligent systems. However, achieving efficient, precise, and robust visual perception in dynamic, diverse, and unpredictable environments remains an open challenge.With the rapid advancement of artificial intelligence, unmanned systems such as autonomous driving and embodied intelligence are continuously being promoted and applied in real-world scenarios, leading to a new wave of technological revolution and industrial transformation. Visual perception, a core means of information acquisition, plays a crucial role in these intelligent systems. However, achieving efficient, precise, and robust visual perception in dynamic, diverse, and unpredictable environments remains an open challenge.Hardware[#item_full_content]

A team of AI researchers with members from several institutions in the U.S. and KASIKORN Labs, in Thailand, has built an AI-based chatbot that allows users to chat with a potential version of their future selves.A team of AI researchers with members from several institutions in the U.S. and KASIKORN Labs, in Thailand, has built an AI-based chatbot that allows users to chat with a potential version of their future selves.Consumer & Gadgets[#item_full_content]