港理工成立人工智能高等研究院 聚焦去中心化AI与成果转化

Core Viewpoint - The establishment of the PolyU Artificial Intelligence Advanced Research Institute (PAAI) aims to address challenges in AI development, focusing on decentralized AI architectures and the transformation of research outcomes into practical applications [1][2]. Group 1: PAAI Establishment and Goals - PAAI is one of the five key research institutes at Hong Kong Polytechnic University, dedicated to interdisciplinary research and the conversion of cutting-edge research into products and technologies [1]. - The institute aims to leverage PolyU's research network in mainland China to facilitate the application of AI technologies for societal development [1]. Group 2: Government Support and AI Ecosystem - The Hong Kong government is advancing AI development through talent acquisition, data management, and application initiatives, with plans to establish the Hong Kong AI Research Institute (AIRDI) by 2026 [1]. - Over 1,000 experts in AI and robotics have been gathered in Hong Kong, highlighting the region's commitment to fostering AI growth [1]. Group 3: Addressing AI Challenges - PAAI aims to tackle issues such as data centralization and privacy concerns, promoting a shift from centralized to decentralized AI models [2]. - The concept of "Federated Learning" is introduced as a secure, decentralized approach to AI development, enabling data flow across sectors like healthcare and finance without compromising privacy [2]. Group 4: Technological Innovations and Collaborations - PAAI is focusing on collaborative generative AI, federated learning, and edge-based models, with applications in healthcare, education, finance, and robotics [2]. - The institute is collaborating with medical institutions on the "Cancer GenAI" project and exploring AI applications in infectious disease control and financial sectors [2][3]. Group 5: Co-GenAI Project and Funding - The "Co-GenAI" project aims to develop decentralized AI technologies, addressing the limitations of centralized AI in accessing private data in high-end fields like healthcare [3]. - PAAI has received dual funding from the Hong Kong government's RAISE+ and TRS programs to support the "Cancer GenAI" project and has launched a blockchain-based global research collaboration platform [3].