Core Insights - The Guangdong Province is accelerating the development of a modern industrial system, focusing on emerging industries such as artificial intelligence and robotics [2] - Brain-inspired intelligence (BI) is highlighted as a significant development direction for the next generation of AI, with disruptive potential in technology and industry transformation [4] Group 1: Brain-Inspired Intelligence - Brain-inspired intelligence is a new path to overcome AI technology bottlenecks, drawing inspiration from brain science and neuroscience [4] - The core advantages of brain-inspired intelligence include low power consumption, self-evolution, and small sample learning, which can lead to breakthroughs in computation speed, energy consumption, and reasoning capabilities [4] - The broad scope of brain-inspired intelligence encompasses areas such as brain-like vascular systems and organ engineering, with applications in simulating brain functions and disease mechanisms [4] Group 2: Research and Development Progress - The Guangdong Provincial Institute of Intelligent Science and Technology has made significant research advancements in brain-inspired intelligence, promoting comprehensive innovation from algorithms to chips [5] - The team has developed the "Intuitive Neural Network" (INN), which integrates symbolic computation with data-driven approaches, achieving both interpretability and high energy efficiency [5] - The "Tianqin Chip" BPU processor and the "Tianqin·Hai" wafer chip support brain-like computing systems, achieving breakthroughs in speed and power consumption [5] Group 3: Industrial Ecosystem and Recommendations - The brain-inspired intelligence ecosystem is categorized into four levels: core research institutions, infrastructure companies (chip and computer manufacturers), hardware enterprises in the supply chain, and application-end companies [5] - Brain-like computing technology can drive the miniaturization and high integration of intelligent terminals, activating emerging industries such as chip manufacturing and brain-machine medical applications [5] - Recommendations include accelerating the construction of heterogeneous fusion supercomputing centers, promoting energy-saving technologies, and focusing on the development of brain-like chips, sensors, and distributed intelligent computing networks [5]

Core Insights - The city is focusing on the development of the embodied intelligent robotics industry, leveraging its solid foundational research, numerous innovation entities, comprehensive hardware and software support, and rich application scenarios [1][2] Group 1: Research and Development - The South Lake Brain-Machine Intersection Research Institute is concentrating on brain-machine interfaces, innovative brain drugs, brain disease mechanisms, and brain-machine materials, aiming to establish a strategic technological force in brain-machine medical applications [1] - Emphasis is placed on accelerating clinical validation and promoting the application of brain-machine interface technology in medical rehabilitation and intelligent prosthetics [1] Group 2: Industry Application - Bionic robots, including quadrupedal and humanoid robots, are identified as optimal carriers for embodied intelligence, representing a deep integration of artificial intelligence and manufacturing [1] - Companies such as West Lake Robotics, Cloud Deep, and 58 Intelligent are being encouraged to enhance their research and development in multi-modal fusion perception technology and to build a localized intelligent collaborative robotics ecosystem [1] Group 3: Policy and Innovation - The city aims to create a collaborative innovation system led by enterprises, focusing on key areas such as intelligent algorithms, scenario applications, ecosystem construction, and system integration [2] - Legislative research and supervision of local economic development are being emphasized to foster a conducive environment for artificial intelligence development and to accelerate the establishment of an AI innovation hub [2]