（1） Promote high-energy innovation of "artificial intelligence+scientific research paradigm"

1. Basic research on "Artificial Intelligence+". Promote the construction of a three in one scientific discovery technology system of "model data experiment", injecting source innovation momentum into the development of intelligent economy. Build a scientific intelligent base model and promote the joint construction of scientific discovery intelligent base models between Guangming Science City, Xilihu International Science and Education City, and leading enterprises. Building scientific datasets and knowledge graphs, targeting fundamental disciplines such as life sciences and materials science, to promote the construction of high-quality, multi-scale, and cross modal scientific datasets and knowledge graphs. Build an autonomous intelligent experimental system to achieve a fully intelligent closed-loop process from scientific hypothesis formulation, experimental design, automatic execution to result analysis and knowledge discovery. (Responsible units: Municipal Science and Technology Innovation Bureau, Municipal Development and Reform Commission, Municipal Industry and Information Technology Bureau, Municipal Government Affairs and Data Bureau)

2. "Artificial intelligence+" biopharmaceuticals. Accelerate innovation and achievement transformation in drug research and development, cell and gene therapy research and development, and reconstruct the value creation model of biomedicine. Accelerate drug development, promote technological innovation of artificial intelligence technology in core areas such as drug target discovery and validation, drug design, ultra-high throughput drug screening, computer-aided drug design, and virtual screening, shorten drug development cycles, and reduce costs. Tackle cell and gene therapy, support the deep application of artificial intelligence technology in drug therapy, and break through bottlenecks such as high complexity in biological system design and long experimental iteration cycles. (Responsible units: Municipal Development and Reform Commission, Municipal Science and Technology Innovation Bureau)

3. "Artificial Intelligence+" high-performance materials. Empower the core process of new material research and development, accelerate breakthroughs in high-performance materials, and achieve a leap in multi domain support capabilities. Accelerate advanced material design, utilize artificial intelligence technology to explore material genetic relationships, accurately predict the "composition structure performance" correlation of new materials, and focus on empowering strategic advanced material design in fields such as new energy, biomedicine, and high-end semiconductors. Accelerate the transformation of new material achievements, build industry models for new material synthesis and preparation, process optimization, etc., achieve full process simulation of "material process device application", and enhance the high-throughput automation experiment and preparation capabilities of new materials. (Responsible units: Municipal Bureau of Industry and Information Technology, Municipal Bureau of Science and Technology Innovation, Municipal Development and Reform Commission)

5. "Artificial Intelligence+" advanced manufacturing. Promote artificial intelligence to empower the entire manufacturing chain and process, reshape production forms and value creation models. Build a manufacturing empowerment platform, fully leverage the advantages of Shenzhen's electronic information and other industries, construct an "modular resonance" innovation consortium, provide intelligent full chain services for advanced manufacturing, and accelerate the construction of high-level carriers such as national artificial intelligence application pilot bases. Enhance the intelligence level of research and development design, support the development of industrial intelligent agents, and accelerate the application of intelligent agents in design processes such as parameter optimization, agent simulation, and knowledge reuse. Realize intelligent collaboration in production and manufacturing, promote the coordinated deployment of artificial intelligence systems, equipment, and robots in factories, and comprehensively enhance the level of intelligent perception, analysis, decision-making, and execution of production lines. Build the integration capability of supply, marketing, and service, encourage the deep application of large models and intelligent agents in the supply chain, operation management, and sales service links, and comprehensively improve operational efficiency. (Responsible unit: Municipal Bureau of Industry and Information Technology)

6. "Artificial Intelligence+" financial services. Deepen the integration of artificial intelligence and the financial industry, improve the accuracy of risk identification and the efficiency of financial services. Build an intelligent risk control barrier for banks, apply intelligent risk control and anti fraud models to achieve intelligent evaluation and risk warning of the entire credit process. Enhance the intelligence level of securities institutions' investment research and trading, strengthen the construction of intelligent investment research and advisory platforms, and improve the intelligence level of research report generation, risk warning, asset allocation and other links. Accelerate the intelligent upgrade of insurance business processes, deepen the innovative application of artificial intelligence in scenarios such as intelligent underwriting, intelligent claims, rapid generation of insurance products, and intelligent customer service. Enhance the artificial intelligence application capabilities of financial asset management and other institutions, promote the use of artificial intelligence to empower business development in financial asset management, financial leasing, consumer finance and other institutions, and enhance the accuracy of customer acquisition and risk identification. (Responsible units: Municipal Local Financial Management Bureau, Shenzhen Securities Regulatory Bureau, People's Bank of China Shenzhen Branch)

7. "Artificial Intelligence+" software services. Empowering basic software, industrial software, and software development and production systems with artificial intelligence, promoting the expansion of Shenzhen's software industry from scale to intelligent leadership. Strengthen the deep integration of artificial intelligence and basic software, tackle artificial intelligence operating systems, develop intelligent databases and carry out pilot applications, use large-scale models to reconstruct intelligent middleware and promote open source, and promote the adaptation and integration of intelligent middleware with domestic software and hardware. Accelerate the intelligent upgrade of industrial software, use artificial intelligence to develop and design software, and deepen the application of intelligent software for production control. Create a new business model for intelligent agent software, cultivate low code and intelligent agent development platforms for vertical fields, and support the construction of Model as a Service (MaaS) platforms. Develop a multi scenario product matrix for general, industrial, and end side intelligent agents. Enhance software intelligent development capabilities, build an intelligent programming full process tool system, and implement large-scale demonstration applications in key industry scenarios. (Responsible unit: Municipal Bureau of Industry and Information Technology)

9. "Artificial intelligence+" commercial circulation. Promote the comprehensive integration of artificial intelligence into commercial circulation, with the main focus on intelligent operation of domestic trade and empowering foreign trade to go global, to enhance the efficiency of the entire commodity trade chain. Deepen the intelligent operation of commercial districts, create smart commercial districts and intelligent service scenarios, and support commercial complexes to rely on artificial intelligence to conduct passenger flow analysis, consumer behavior insights, and intelligent operation management. Promote intelligent business operations, encourage commercial enterprises to use artificial intelligence to carry out market demand forecasting, intelligent product grouping, dynamic pricing, and refined inventory management. Accelerate cross-border intelligent services, support enterprises to rely on carriers such as Shenzhen Cross border E-commerce Comprehensive Experimental Zone and Qianhai Shenzhen Hong Kong Modern Service Industry Cooperation Zone to use artificial intelligence to conduct overseas market insights, intelligent product selection, multilingual customer service, and intelligent translation, and support enterprises to use artificial intelligence to carry out independent cross-border business on their own websites. (Responsible unit: Municipal Bureau of Commerce)

10. "Artificial Intelligence+" native consumption. Promote the transition of the consumer sector from "AI empowerment" to "AI native", and build a new form of consumption with artificial intelligence as the underlying logic, real-time demand perception, and proactive service adaptation. Innovate "AI native" consumption scenarios, develop artificial intelligence content consumption based on natural language instant generation, explore digital avatar applications such as avatar labor and digital inheritance of knowledge and experience, cultivate artificial intelligence emotional companionship consumption, and create a "one key travel" model of intention perception and global collaboration. Create "AI native" consumer products, support enterprises to develop new generation intelligent terminals such as AI phones, AI PCs, AI glasses, etc., support enterprises to develop embodied intelligent consumer products such as humanoid robots and intelligent service robots, and support enterprises in the fields of medical and security to develop "AI native" industry terminals. (Responsible units: Municipal Bureau of Commerce, Municipal Bureau of Industry and Information Technology)

11. "Artificial Intelligence+" cultural and sports tourism. Cultivate new consumer formats with artificial intelligence, promote intelligent generation of creative content, immersive interaction of consumer experience, and human-machine collaborative co creation and sharing. To create immersive entertainment experiences, promote the reconstruction of the content production and consumption value chain by artificial intelligence, develop new interactive models such as intelligent NPCs and dynamic storylines, and produce high-quality products such as "AI comics" and "AI simulation dramas" on a large scale, creating a new experience of virtual real integration and robots as narrative subjects. Develop new forms of sports events, create online virtual events, multi-modal interactive viewing, intelligent generation of event content and other applications, build virtual real integrated event scenes, and enhance the experience of national sports participation. Deepen the quality of tourism services, promote intelligent guidance and real-time voice services for scenic spots and cultural and museum venues in multiple languages and dialects, and support scenic spots in developing cultural and creative products and generating personalized travelogues using large-scale models. (Responsible unit: Municipal Bureau of Culture, Radio, Television, Tourism and Sports)

13. "Artificial Intelligence+" labor employment. Carry out intelligent job matching, artificial intelligence skills training, and intelligent labor security services to consolidate high-quality employment security. Build the "Pengcheng i-Industry" intelligent scheduling platform for employment promotion and labor protection, improve comprehensive capabilities such as employment situation analysis, human resource scheduling, and unemployment risk monitoring, promote the construction of data intelligent applications for labor arbitration monitoring, employment risk warning, and wage arrears management, and effectively safeguard the legitimate rights and interests of workers. Actively promote the application of "AI+employment", accurately identify key groups through "smart stations", and intelligently push policy services. Promote artificial intelligence skills training to empower employment, enhance workers' digital literacy and tool application capabilities, assist in job transformation and upgrading, broaden career paths, and achieve skill based employment. (Responsible unit: Municipal Human Resources Security Bureau)

14. "Artificial Intelligence+" education and teaching. Promote the transformation of the education model, and create a new future education model that combines human-machine collaboration, virtual and real symbiosis, and individualized teaching. Deepen the practice of human-machine collaborative education, support the application of intelligent agents such as courseware generation, homework correction, and learning situation analysis, and improve teachers' work efficiency. Encourage students to rely on intelligent agents for personalized learning, promote applications such as intelligent guidance, Q&A tutoring, and virtual teaching assistants. Promote contextualized self-directed learning, explore problem oriented project-based learning supported by artificial intelligence, guide students to use artificial intelligence tools and applications, and deepen professional skills through practical exploration, team collaboration, and problem-solving. (Responsible unit: Municipal Education Bureau)

15. "Artificial Intelligence+" healthcare. Build a new paradigm of precise and efficient medical services around intelligent medical assistance, intelligent service supply, and intelligent public health warning; Based on open-source HarmonyOS technology, we will promote the construction of HarmonyOS Smart Hospital, HarmonyOS Health Manager, and HarmonyOS Smart Disease Control by focusing on scenario applications and ecological construction. Build a full process intelligent diagnosis and treatment system, support the application of compliant medical models, promote the application of surgical robots and rehabilitation robots, and promote the application of artificial intelligence in early screening, traditional Chinese medicine diagnosis and treatment, and other fields. Enhance residents' health service experience, continuously optimize the "Deep Small Health" intelligent health agent knowledge base, provide residents with intelligent customer service, intelligent guidance, intelligent pre consultation, report interpretation, medication guidance and other full process intelligent medical services and personalized health management solutions. Deepen intelligent monitoring and early warning of public health, use artificial intelligence to integrate multi-source data, automatically identify infectious diseases and public health emergencies, intelligently assess risks, issue real-time warning information, assist in intelligent matching of emergency plans and dynamic allocation of resources. (Responsible unit: Municipal Health Commission)

16. "Artificial Intelligence+" Elderly Care. Accelerate the intelligentization of elderly care and childcare services, promote intelligent companionship for elderly care, intelligent guardianship of childcare, and intelligent supervision of the industry. Expand new scenarios for artificial intelligence elderly care, promote the application of embodied intelligent devices such as emotional companionship and psychological comfort in community home services, and encourage elderly care institutions to explore new models of future elderly care. Develop artificial intelligence childcare services, promote the application of intelligent monitoring, early development assessment and guidance, and care assistance for infants and young children's safety and health, and alleviate the burden of family parenting. Improve management service level, optimize facility layout and resource allocation, strengthen industry intelligent supervision and decision support, and enhance service accuracy and accessibility. (Responsible units: Municipal Civil Affairs Bureau, Municipal Health Commission)

17. "Artificial intelligence+" housing construction. Expand the application of artificial intelligence throughout the entire lifecycle of "good houses" and continuously improve the quality of living for citizens. Accelerate the empowerment of intelligent construction and accelerate the application of artificial intelligence in scenarios such as architectural design, engineering supervision, engineering quality inspection, engineering cost, engineering bidding, and urban lifeline safety perception. Build smart "good houses" and actively promote the application of whole house intelligence in various types of buildings such as new residential buildings, affordable housing, and existing communities, empowering the improvement of housing quality through technological innovation. Build smart communities, encourage property service enterprises to build smart property management service platforms, and achieve monitoring of facilities and equipment such as smart buildings and smart security. Promote intelligent property customer service and one click emergency call services to achieve rapid response to needs and timely risk warning. Optimize smart housing security services, improve the precise identification and proactive service mechanism of housing security, and promote the intelligent operation of various links such as application, allocation, and management of affordable housing. (Responsible unit: Municipal Housing Construction Bureau)

18. "Artificial Intelligence+" government services. Promote precise supply and intelligent collaboration of government services, and achieve a leap towards intelligent government services. Consolidate the foundation of government services, iteratively upgrade the digital government's artificial intelligence public support platform, and strengthen the city's AI intensive and standardized empowerment base in the field of government affairs. Comprehensively upgrading the "iShenzhen" series platform, deepening the construction of the "Shenxiaoi" intelligent government assistant, and empowering precise government consultation; Optimize and upgrade the "Deep Enterprise" platform to achieve efficient allocation of various resources, promote the shift of government services from unified supply to precise supply, and upgrade from "people looking for services" to "services looking for people". Promote the multi scenario application of "digital employees", apply intelligent assistants, build human-machine collaboration mechanisms, solve high-frequency and repetitive work, and improve overall work efficiency. Explore intelligent agent assisted approval services and promote the intelligence of government approval processes. (Responsible units: Municipal Government Affairs and Data Bureau, Municipal Small and Medium sized Enterprise Service Bureau, relevant municipal departments, and district governments)

19. "Artificial Intelligence+" urban governance. Promote innovation in governance concepts, methods, and models, and realize the transformation of urban operation from empirical judgment to scientific analysis, and from passive disposal to active prevention. Consolidate the foundation of digital twins, build a global perception network, gather heterogeneous city data from multiple sources, rely on the CIM platform and real-time simulation engine, achieve real-time mapping and dynamic updates between physical space and digital space, promote the transition of digital twins from simulation deduction to autonomous deduction, and expand from single domain twins to cross domain collaboration. Building an intelligent center for cities, constructing a big model driven intelligent engine for urban governance, creating a human-machine collaborative decision-making center, promoting the transformation of urban governance from experience driven to data-driven, from passive response to active prevention, and improving the level of urban governance. Strengthen the application of key scenarios, enhance intelligent patrol and prevention, intelligent emergency rescue, intelligent monitoring of blind spots of dump trucks, perception of municipal facility status, intelligent sorting and utilization of garbage, and promote the transformation of urban management from traditional supervision to intelligent perception.  

20. "Artificial intelligence+" judicial services. Promote the transformation of judicial cases from experience driven to intelligent assistance, and leap from individual case handling to similar case governance, creating a new paradigm of intelligent justice. Promote the deep application of artificial intelligence assisted trials, continuously iterate and upgrade artificial intelligence assisted trial systems, promote the application of multi link intelligent agents, advance the deep service of judicial data to social governance, and dynamically monitor and assess the litigation situation of key industries and enterprises. Create artificial intelligence assisted prosecutorial business scenarios, targeting the four major prosecutorial businesses of criminal, civil, administrative, and public interest litigation, and build a full process, full domain case handling and case management digital assistant. (Responsible units: Municipal Intermediate Court, Municipal Procuratorate)

22. Strengthen international cooperation in the field of artificial intelligence. Promote innovation collaboration and ecological cooperation, and continuously enhance international influence. Strengthen international cooperation. Rely on platforms such as Qianhai, Hetao, and China ASEAN Digital Institute, strengthen international cooperation with ASEAN and the "the Belt and Road" countries in fields such as intelligent computing software and hardware ecology, open source Hongmeng, artificial intelligence solutions, and industrial standards. Strengthen the collaboration between industry, academia, and research in Shenzhen and Hong Kong, relying on the Shenzhen Park of the Hetao Shenzhen Hong Kong Science and Technology Innovation Cooperation Zone, Shenzhen Hetao College, and the Qianhai Achievement Transformation Platform cluster of Hong Kong universities, further improve the "Hong Kong R&D+Shenzhen Transformation" collaborative model, and smooth the entire transformation chain of technology research and development, experimental verification, mass production implementation, and market promotion. Carry out the formulation of international standard rules, encourage leading enterprises and research institutions to take the lead in formulating international rules and technical standards, form factual standards in the fields of intelligent terminals, embodied intelligence, etc., and seize the discourse power of standards. Build an open source ecosystem, develop internationally influential open source projects and communities, and build an active developer ecosystem. (Responsible units: Municipal Industry and Information Technology Bureau, Municipal Education Bureau, Municipal Science and Technology Innovation Bureau, Municipal Commerce Bureau, Municipal Market Supervision Bureau, Municipal Qianhai Management Bureau, Hetao Development Agency)

23. Promote the internationalization of artificial intelligence products and services. Promote the overall export of domestically produced basic software and hardware, standard specifications, and other "Chinese AI systems". Create a showcase for artificial intelligence, seize the significant opportunity of the 33rd APEC Leaders' Informal Meeting, and showcase integrated AI solutions such as data centers, basic models, public technology services, and talent training, accelerating global promotion and cooperation. Building a strategic pivot for "AI going global", relying on platforms such as the Provincial Artificial Intelligence and Robot Going Global Service Center (Shenzhen) and Shenzhen Going Global E-Station, to safeguard the entire cross-border chain of artificial intelligence; Explore new models for Token's overseas expansion, rely on Qianhai to deepen the pilot of data processing, and continue to expand Token's overseas business. Expand key regional markets, focus on Latin America, Southeast Asia, Central Asia, BRICS, the "the Belt and Road" and other countries, expand infrastructure resources and business networks with cloud service providers, promote the implementation of AI applications, and bridge the intelligent gap. (Responsible units: Municipal Bureau of Industry and Information Technology, Municipal Bureau of Commerce, Municipal Development and Reform Commission, Municipal Qianhai Management Bureau)

（1） Strengthen the supply of intelligent computing power. Support the development and growth of the intelligent computing software and hardware ecosystem, continuously strengthen the technological research and development of artificial intelligence computing chips and software ecosystems, and develop and promote solutions based on this, promoting the key leap from "usable" to "user-friendly" in the ecosystem. Increase the supply of high-quality computing power, accelerate the construction of computing power infrastructure, build and make good use of strategic projects such as Pengcheng Cloud Brain III, establish a "quantity super intelligence" collaborative computing paradigm, coordinate the use of computing power resources across platforms, levels, and regions, explore new models of computing power "going from heaven to sea", and create a universal and sustainable computing power supply system. Deepen the reform of computing power collaboration, coordinate energy resource allocation and computing power facility construction, promote green power direct connection of computing power facilities, explore sea wind grid connected and wind solar storage grid connected computing power collaboration, plan and layout a number of computing power collaboration projects, continuously improve the energy efficiency and carbon efficiency of computing power facilities, fully tap the flexible adjustment potential of computing power facilities, and scientifically and orderly promote the commercialization of computing power collaboration. (Responsible units: Municipal Bureau of Industry and Information Technology, Municipal Development and Reform Commission, Municipal Science and Technology Innovation Bureau)

（2） Support model algorithm innovation. Strengthen the cross exploration of the forefront of artificial intelligence, and conduct research around the mechanisms of intelligent emergence, recursive self-improvement, new computing paradigms, and brain inspired computing theory. Support the exploration and innovation of model infrastructure, strengthen the research on interpretability, decidability, robustness, neural symbol fusion and other algorithms. Explore the development path of general artificial intelligence, encourage technological innovation in cognitive reasoning, long-term memory, intelligent agents, embodied intelligence, etc., and explore multi-path technologies such as native multimodality, world models, physical intelligence, and swarm intelligence. Build operator libraries, basic models, and software toolchains to form an autonomous and controllable ecosystem of "chip framework model" collaboration, and promote open-source and open access to autonomous and controllable large model training frameworks, inference frameworks, and model parameters. (Responsible units: Municipal Science and Technology Innovation Bureau, Municipal Development and Reform Commission, Municipal Industry and Information Technology Bureau)

（3） Increase the supply of high-quality data. Support the construction of high-quality industry datasets, encourage leading enterprises to take the lead in building industry data platforms, and provide high-value datasets around vertical fields such as manufacturing, finance, and energy. Promote the construction of public datasets, open high-quality data that has been anonymized, standardized, and verified for accuracy in an orderly manner to innovative entities such as small and medium-sized enterprises and research institutes, and support artificial intelligence model training, algorithm optimization, and scenario verification. Build a personalized intelligent data resource and circulation platform, and form a high-quality training dataset and evaluation benchmark supply capability for typical scenarios. Encourage data service providers, artificial intelligence enterprises, and annotation enterprises to actively participate in the data supply market, form a diversified and market-oriented data supply system, and improve the efficiency and quality of data supply. (Responsible units: Municipal Government Affairs and Data Bureau, Municipal Local Financial Management Bureau, Municipal Development and Reform Commission, Municipal Industry and Information Technology Bureau)

（4） Promote platform empowerment and scene openness. Relying on the Digital Shenzhen Joint Innovation Center (Guangdong Province's "Hundred, Thousand, and Ten Thousand Project" Digital Application Innovation Center) and the Guangdong Hong Kong Macao Greater Bay Area Application Scenario Innovation Center, we will explore more innovative applications of artificial intelligence scenarios and provide services to the whole province according to the "one place innovation, multiple places reuse" model. Select key industries such as consumer electronics and build a number of AI industry empowerment platforms, providing full chain services such as scene selection, supply and demand docking, and research and development verification. Establish a joint research and development mechanism for major scenarios, and based on the principles of clear boundaries and quantifiable value, build a batch of comprehensive major scenarios and integrated scenarios in industry fields, and create a batch of forward-looking and significantly effective scenario innovation projects. (Responsible units: Municipal Industry and Information Technology Bureau, Municipal Development and Reform Commission, Municipal Government Affairs and Data Bureau, Municipal State owned Assets Supervision and Administration Commission)

（5） Strengthen talent attraction and cultivation. Implement special policies for artificial intelligence talents, strengthen support for talent innovation and entrepreneurship, and vigorously attract talents to develop in Shenzhen. Support Shenzhen Hetao College, The Chinese University of Hong Kong (Shenzhen) and other institutions to accelerate the cultivation of top-notch innovative talents in the field of artificial intelligence, and continuously enhance the city's ability to cultivate artificial intelligence talents. Continuously building distinctive and well serviced AI ecological communities and OPC communities, supporting the "Model Power Camp" to strive for first-class communities in China. Deepen the collaboration between industry, academia, research and application, strengthen the transformation of scientific research achievements, support university talents to innovate and start businesses in Shenzhen, promote the establishment of normalized cooperation mechanisms among universities, research institutions, AI ecological communities, and industry funds, and promote the landing and transformation of scientific research achievements in AI ecological communities. (Responsible units: Municipal Industry and Information Technology Bureau, Municipal Education Bureau, Municipal Talent Work Bureau, Municipal Human Resources Security Bureau, Municipal Science and Technology Innovation Bureau)

（6） Accelerate the layout and improve the scientific research platform. Continuously building and improving the artificial intelligence research platform system, supporting Pengcheng Laboratory and Guangming and Futian Laboratories to conduct research and development around computing power scheduling, intelligent computing software and hardware ecology, embodied intelligent technology, etc., and supporting various research institutions such as Shenzhen Leading Edge Intelligent Open Research Institute and Hetao Mathematics and Interdisciplinary Research Institute to carry out scientific research and development in a staggered manner. Fully leverage the role of public technology service platforms such as the Guangdong Hong Kong Macao Greater Bay Area Generative Artificial Intelligence Security Development Joint Laboratory, Qianhai Model and Algorithm Innovation Service Center, and Brick Power Model Platform to provide high-quality services for technology research and application. (Responsible units: Municipal Science and Technology Innovation Bureau, Municipal Party Committee Cyberspace Administration, Municipal Education Bureau, Municipal Industry and Information Technology Bureau, Municipal Qianhai Management Bureau)