Science and Technology Policy Commons^™

Study On Constraints And Policy Responses For Production And Circulation Of Ai Training Data In China, Tao Lin

Bulletin of Chinese Academy of Sciences (Chinese Version)

The quantity and quality of training data are critical to the performance of artificial intelligence (AI) models. However, in China, the production of training data is hindered by issues such as insufficient quantity, low quality, and fragmented distribution, compounded by limitations stemming from commercial ecosystems, regulatory frameworks, and restricted development and utilization of public data. To address these challenges, this study proposes several policy recommendations, including incentivizing research institutions to generate open-source datasets, fostering AI application scenarios, adopting a "loose-in, focus-out" regulatory approach, introducing intellectual property exemption provisions, refining personal information protection guidelines, and expediting the establishment of a unified …

Venture Capital And Its Role In Facilitating Better Development In China's Artificial Intelligence Industry, Randong Yuan

Bulletin of Chinese Academy of Sciences (Chinese Version)

The venture capital (VC) industry plays a crucial role in advancing the development of the artificial intelligence (AI) sector. As a key bridge between technological innovation and industrialization, VC not only provides financial support to AI startups but also empowers them in strategic planning, technological research and development, and market expansion. However, China's VC industry currently faces several challenges in supporting AI development, including an imbalance in the roles of state-owned and private capital, a short-term investment mindset, and the cyclical phenomenon of "herding" and abrupt market exits. These issues hinder the growth trajectories of Chinese AI enterprises and constrain …

New System For Mobilizing Resources Nationwide To Promote Leapfrog Development Of Innovation Ecosystem Of Artificial Intelligence Enterprises: Mechanisms, Problems And Strategies, Yang Mei, Hao Niu, Han Jiang

Bulletin of Chinese Academy of Sciences (Chinese Version)

Facing the unpredictable new features of top-down AI technological innovation and the new requirements on functions, this study proposes to re-examine the technological innovation of AI at the enterprise level from the perspective of the "a new system for mobilizing the resources nationwide" and with the enterprise innovation ecosystem as the carrier. On the basis of explaining the elements and operation logic of the new system at the enterprise level, compared to the "implicit national system" of the US, this study preliminarily compares the new system of AI in China and that in the US. It is proposed that the …

How China Leads Global Governance Of Artificial Intelligence: A Sustainable Development Approach Beyond Technological Competition, Xuanming Pan, Zhenzhen Chen, Shaoshan Liu

Bulletin of Chinese Academy of Sciences (Chinese Version)

In the context of great power competition and escalating geopolitical conflicts, the academic community generally holds a pessimistic view of AI international cooperation, believing that the space is shrinking. This perception mainly stems from conflicts in the cross-border supervision of AI data and algorithms among technologically advanced countries, while overlooking the strong willingness and potential for cooperation in energy conservation and emission reduction through AI technologies shown by Global South countries. Looking into the future of global governance, China, starting from leading the transformation of AI technologies, shall take lead in supporting these countries to transform the sustainable development consensus …

U.S.-Europe Artificial Intelligence Regulatory Cooperation, Divergence, And China's "Window Of Opportunity" For Strategic Breakthrough, Yang Mei, Jing Zeng, Yong Zhan

Bulletin of Chinese Academy of Sciences (Chinese Version)

The United States, Europe, and China have adopted completely different technological development paths in the era of artificial intelligence innovation, forming a model division of "development-driven governance", "stringent governance framework", and "coordinated governance model" The United States and Europe have respectively set strategic goals as "maintaining technological hegemony" and "competing for the soft power of international rules", forming an interactive model in which institutional supervision and industry independence parallel, and cooperation needs and policy divergence coexist. China has contributed a unique technological governance logic of "people-oriented" and "moral-oriented". Faced with the current technological "window of opportunity", China should adopt two …

Editorials For Spencial Topic “Scientific Focus: Open Source Innovation And Open Source Paradigm”

Bulletin of Chinese Academy of Sciences (Chinese Version)

No abstract provided.

Open Source In China: Opportunities In New Era, Qigang Zhu, Guofeng Zhang, Caihua Zhu, Yi Zhang

Bulletin of Chinese Academy of Sciences (Chinese Version)

China has rapidly experienced industrialization and informatization, entering the era of digital economy. The combination of new productive forces represented by artificial intelligence, non-exclusive production factors represented by knowledge, and open source related relationships may form a new model. From the perspective of social practices of open source innovation, open source lacks systematic preparedness at theoretical, institutional, and talent levels. China should seize the historical opportunity to complete theoretical updates and cultural reconstruction those are adapted to it. Open source and openness also have conditions for China to create a global paradigm of cooperation, sharing, and innovation in the digital …

Thoughts On Ai Innovation And Open Source Development: Lessons From Deepseek, Yanjun Wu

Bulletin of Chinese Academy of Sciences (Chinese Version)

At a critical moment of intense competition in the artificial intelligence (AI) field, DeepSeek has released foundational large language models (LLM) such as V3/R1, with performance comparable to leading international organizations like OpenAI. This not only demonstrates China’s technological innovation capabilities in AI but also provides a Chinese innovative pathway for global AI development. Firstly, through low-cost training and inference, break the monopolistic barriers of high-end computing power and lower research and development thresholds. Secondly, through full-stack and comprehensive open-source strategies, support customizable and local deployment that benefits various industries. This technological innovation and open-source practice from DeepSeek deserves in-depth …

Suggestions On Building China’S Artificial Intelligence Open Source Innovation Ecosystem, Yuntao Long, Haibo Liu, Zheping Xu, Yungang Bao, Yanjun Wu

Bulletin of Chinese Academy of Sciences (Chinese Version)

With the release and application of open-source large language models (LLMs) represented by DeepSeek, open-source innovation has played an increasingly important role in the rapid development of global artificial intelligence (AI) technology. Through technological innovation, cost reduction, performance improvement, and application demonstration, DeepSeek has opened up a disruptive innovation path and improved the research and application level of AI in China and its international influence. In order to further promote the construction of China’s AI open source innovation ecosystem and promote the continuous innovation and iteration of AI technology, this study analyzes the outstanding problems in China’s AI innovation ecosystem …

Discussion On Open-Source And Closed-Source Technology Models In Era Of Artificial Intelligence, Xiaolong Zheng, Jiatong Li

Bulletin of Chinese Academy of Sciences (Chinese Version)

This article presents the advantages and disadvantages of open-source and closed-source models in technology innovation and ecosystem construction in the era of artificial intelligence. We explore some current cutting-edge controversies between the two technology models, and puts forward some basic ideas for breaking the deadlock, which can provide some significant insights into promoting the healthy development of artificial intelligence technologies.

Exploration And Practice Of New Industry-Academia-Research Collaboration Mechanism Based On Open-Source Model, Yungang Bao

Bulletin of Chinese Academy of Sciences (Chinese Version)

DeepSeek has rapidly expanded globally on a large scale through the open-source model, prompting various sectors to reflect on the value and significance of open-source. This study argues that open-source is an effective way to build consensus and organize high-density talent, as it is supported by objective laws. These include sociological principles such as breaking knowledge monopolies and promoting knowledge dissemination, as well as economic principles like “transaction cost” and the “Jevons effect”. Furthermore, this study suggests that open-source is also an effective approach to establish efficient collaborative mechanisms among industry, academia, and research. Two specific cases are introduced—the Open-Source …

Current Status, Trends, And Policy Recommendations For Global Open Source Ecosystem Development, Xue Guo

Bulletin of Chinese Academy of Sciences (Chinese Version)

Open source, as an innovative production model characterized by openness and sharing, has become a core driving force for innovation, openness, sharing, and sustainable development in the digital economy. This study explores the significant value of open source from four dimensions: technological innovation, industrial development, economic contribution, and social sustainability. The current global open source ecosystem is showing a positive development trend, with a continuous increase in the number of open source projects and the scale of contributors. In China, open source efforts are gradually gaining momentum in emerging technology fields. Looking ahead, open source projects are expected to follow …

Current Situation, Challenges And Policy Suggestions Of Chinese Enterprises Participation In Open Source Innovation, Kaihua Chen, Xin Wen, Qigang Zhu

Bulletin of Chinese Academy of Sciences (Chinese Version)

Open source is emerging as a new paradigm and a crucial driving force for technological innovation and industrial development. It is shaping new impetus for the development of the digital economy, promoting the construction of an innovation ecosystem in the digital era, and it also serves as an effective path for Chinese enterprises to catch up in technology and industry. Through investigations and literature research, this study discovers that Chinese enterprises have achieved remarkable progress in the field of open source, with the scale of participation continuously expanding and the influence steadily increasing. Nevertheless, they still face numerous challenges in …

Build Regional Strategic Emerging Industry Selection System For Major Scientific And Technological Infrastructure: Structural Framework And Practical Consideration, Lingling Zhang, Congli Huang, Feite Zhou, Xiang Xu, Long Liu

Bulletin of Chinese Academy of Sciences (Chinese Version)

Under the circumstances of a new wave of scientific and technological revolution and industrial transformation, it has become imperative for the government’s industrial planning to effectively integrate regional resources with scientific and technological innovation capabilities, identify suitable regional strategic emerging industries, and establish clear directions for industrial development. Drawing on various classical theories of industrial selection from the perspectives of industrial economics and management, this research comprehensively considers six dimensions: technical support capacity of facilities, potential for industrial upgrading, regional resource endowment, social demands, government, and opportunities. Based on the Porter Diamond Model, a robust system is developed to select …

Comparison Of Open Sharing Modes Of Foreign Large-Scale Scientific Facilities And Implications For China, Dacheng Song, Shuai Xiao, Tianming Li, Ke Wen, Dingyi You, Chen Zhang, Qiang Wei, Runtong Guo

Bulletin of Chinese Academy of Sciences (Chinese Version)

The open sharing of large-scale scientific facilities plays a pivotal role in the ecosystem of open science. This is of great significance for promoting the development of science and technology, enhancing innovation cooperation, and boosting the overall competitive strength of nations. Starting from two dimensions of resource scarcity and sustainability, this study systematically sorts out four open sharing modes of large-scale scientific facilities: the public and inclusive sharing mode, the market response sharing mode, the intensive guarantee sharing mode, and the Strategic Cooperation Sharing Mode. Through the comparison analysis of four foreign large-scale scientific facilities, the study further elaborates the …

Chinese Digital Platform Companies’ Expansion In The Belt And Road Countries, Yujia He

Patterson School of Diplomacy and International Commerce Faculty Publications

The emergence of digital platforms is shifting the digital economy toward a platform economy, and Chinese platform-based businesses like Alibaba, Tencent, and JD are increasingly expanding in the Global South. Alongside this, the Chinese government has been promoting digital economy collaboration with emerging markets through high-level engagement under the banner of the Belt and Road Initiative (BRI) and its digital economy component the Digital Silk Road (DSR). Despite significant market interest and policy attention, grounded empirical analysis of Chinese digital platforms’ expansion within Belt and Road Initiative countries is scarce. This study employs a mixed-methods approach, drawing on both quantitative …

Containerization Of Seafarers In The International Shipping Industry: Contemporary Seamanship, Maritime Social Infrastructures, And Mobility Politics Of Global Logistics, Liang Wu

Dissertations, Theses, and Capstone Projects

This dissertation discusses the mobility politics of container shipping and argues that technological development, political-economic order, and social infrastructure co-produce one another. Containerization, the use of standardized containers to carry cargo across modes of transportation that is said to have revolutionized and globalized international trade since the late 1950s, has served to expand and extend the power of international coalitions of states and corporations to control the movements of commodities (shipments) and labor (seafarers). The advent and development of containerization was driven by a sociotechnical imaginary and international social contract of seamless shipping and cargo flows. In practice, this liberal, …

Chinese Fintech Goes Global: Political Challenges And Business Strategies, Yujia He

Patterson School of Diplomacy and International Commerce Faculty Publications

Fintech (the application of digital technology to financial services) has witnessed unprecedented growth, bringing significant implications for the financial system and sustainable development.1 The Financial Stability Board, an international body that monitors and makes recommendations about the global financial system, defines fintech as “technologically enabled financial innovation that could result in new business models, applications, processes, or products with an associated material effect on financial markets and institutions and the provision of financial services.”2 The use of technology in finance is certainly not new—consider the growth of electronic banking and high-frequency trading in the early 2000s. In the past two …

Staff Matters: Are There Risks To Using Ai In Our Practice?, Jodi Schafer Sphr, Shrm-Scp

The Journal of the Michigan Dental Association

As your practice adopts AI for hiring processes, it brings efficiency but also potential pitfalls. The increasing use of AI, such as ChatGPT, streamlines tasks like resume screening, but caution is essential. Recent executive orders emphasize safety assessments and civil rights in AI. The Equal Employment Opportunity Commission focuses on transparency and consent in recruitment AI use. Legal compliance is vital to prevent discrimination; criteria like education and experience must be applied consistently. Additionally, employee monitoring AI requires careful implementation, ensuring transparency and human oversight. While AI offers benefits, its workplace integration demands careful consideration, testing, and ongoing evaluation.

Reducing Food Scarcity: The Benefits Of Urban Farming, S.A. Claudell, Emilio Mejia

Journal of Nonprofit Innovation

Urban farming can enhance the lives of communities and help reduce food scarcity. This paper presents a conceptual prototype of an efficient urban farming community that can be scaled for a single apartment building or an entire community across all global geoeconomics regions, including densely populated cities and rural, developing towns and communities. When deployed in coordination with smart crop choices, local farm support, and efficient transportation then the result isn’t just sustainability, but also increasing fresh produce accessibility, optimizing nutritional value, eliminating the use of ‘forever chemicals’, reducing transportation costs, and fostering global environmental benefits.

Imagine Doris, who is …

The State-Led Platformisation Of Financial Services: Frictionless Ecosystems And An Expansive Logic Of "Smartness" In Singapore, Orlando Woods, Tim Bunnell, Lily Kong

Research Collection College of Integrative Studies

This article explores the role of the state in driving the platformisation of industry, and in doing so offers a counterpoint to scholarship that focusses on the exploitative effects of private sector-led platformisation. That scholarship views platformisation as the latest incarnation of neoliberal urbanism, with the profit-maximising tendencies of the private sector driving the proliferation of platforms throughout everyday life. Notwith- standing, there remains a need to consider alternative models of platformisation. Drawing on 31 interviews with architects of Singapore’s Smart Nation initiative, we consider the state-led platformisation of financial services. We argue that state-led platformisation can open up marketplaces …

Innovation Ecosystem Of Future Industry: Structure And Path, Junkai Li, Fei Gao, Yi Gong

Bulletin of Chinese Academy of Sciences (Chinese Version)

The innovation ecosystem of future industry faces great challenge in multiple dimensions such as systematic structure, function, and path for the continuous emergence and breakthrough of cutting-edge basic knowledge. Based on the theories of natural ecosystem and innovation system, this study builds a future industrial innovation ecosystem structure framework consisting of frontier knowledge creation community, application scenario transformation community, and industrial value realization community with consideration of the characteristics and evolution laws of future industry. In such innovation ecosystem, promising government and entrepreneurial spirit are important entity and key element, and policies for incubating and developing future industry should focus …

Strengthen Basic Research Capacity Of Enterprises And Make Up For Shortcoming Of National Innovation System, Xielin Liu, Xinzhi Chang, Peipei Yang

Bulletin of Chinese Academy of Sciences (Chinese Version)

Basic research is the source of technological innovation, and currently, public research entities are the main force behind basic research. However, demand-driven research in the Pasteur quadrant and Edison quadrant requires firms to play a major role. The experience of the United States has shown that large firms can directly bridge the gap between science and industrial demand, improve industrial competitiveness, and the key lies in improving their scientific capabilities. Encouraging large firms to invest in demand-driven basic research can accelerate the transfer and transformation of scientific and technological achievements, increase the industrialization of basic research, and fill the demand-side …

Realizing Innovation And Sustainability: A Case Study Of Macau Sar’S Smart City Development Capabilities, Yujia He, Felix Ter Chian Tan, Carmen Leong, Jingbo Huang, Don Rodney Junio

Patterson School of Diplomacy and International Commerce Faculty Publications

The emergence of digital technologies has transformed organizational innovation with important implications for a city, its economy and policymaking. Despite this, research on how capabilities underpin innovation through smart city initiatives is still lacking. To address this gap, we conduct an empirical investigation of smart city initiatives in Macau, a former Portuguese colony and now special administrative region (SAR) of China. The case study adopts a qualitative approach, using data collected through fieldwork observations and in-depth interviews with stakeholders, and analysis of secondary documents. The study develops a stage-based assessment of innovation capabilities related to the use of technologies in …

Building A Society Of Trust: Innovation And The Future Of Youth Employment In Jordan, Pierre Cativiela

Independent Study Project (ISP) Collection

The word startup is perhaps an unlikely word that comes to mind when discussing shifting dynamics in the Middle East – this is rapidly changing. In the past two decades, Arab entrepreneurs have emerged from across the region as key players in the paradigm of national economic visions. Within these plans, innovation will become the epicenter for public-private partnerships. Such collaboration will contribute to tackling youth unemployment, the region’s most pressing contemporary problem, as well as diversifying local economies. The research delves into the complexities and history of entrepreneurship in Jordan as one of the region’s pioneering nations, examining the …

From Strategic Emerging Industries To Future Industries: New Directions, New Problems And New Ideas, Jiaofeng Pan, Xiaoming Wang, Junbo Xue, Hua Shen

Bulletin of Chinese Academy of Sciences (Chinese Version)

The development from strategic emerging industries to future industries reflects the development trend of global science and technology frontier, and it is more a new need to build a new engine for industrial upgrading and build a new development pattern in China. In the process of gradual development and breeding of future industries, strategic emerging industries continue to open up new directions and expand new fields, while they also bring new problems and new requirements for original innovation, factor market and industrial ecology. Focusing on these new requirements and problems, this study puts forward policy recommendations, namely enhancing the original …

Ro Khanna, Dignity In A Digital Age: Making Tech Work For All Of Us (2022), James W. Gentry

Markets, Globalization & Development Review

No abstract provided.

Swipe Right Into A Disciplinary Hearing: How The Use Of Dating Apps Could Earn An Attorney More Than A Bad First Date, Zachary S. Aman

Catholic University Journal of Law and Technology

The Model Rules of Professional Conduct seek to police the conduct of attorneys. Each jurisdiction adopts its own rules of professional conduct to apply to the attorneys licensed within it. Notably, the model rules prohibit any sexual relationship between the attorney and client unless that relationship precedes the attorney-client relationship. Traditionally, defining a "sexual relationship" was simple, particularly if the attorney and client engaged in sexual intercourse. The introduction of dating apps, however, has blurred the line.

This article outlines the inherent risks of attorneys using dating apps at a time when most newly-licensed attorneys make up the majority of …

Disparities In Mental Health Technology Among African Americans: Breaking Cultural Inclusion Barriers, Nyoki Cosey-Brown

DSW Capstone Projects

Mental health technology is a healthcare delivery model of the future. The engagement in virtual healthcare was intensified when traditional healthcare methods were inaccessible during the federal restrictions implemented due to the COVID-19 pandemic. Utilizing digital apparatuses for healthcare improved the convenience, efficiency, and accessibility of various mental health services that were inoperable in past healthcare models. However, the historical constructs of stigma, discrimination, inequity, exclusion, and structural racism in mental healthcare were prevalent problems that remained present in virtual mental health platforms concerning the experiences of African-American patients and professionals who utilized the spaces.

This research explored mental health …

Towards Smart Cities As Innovation Systems: The Case Of Macau Sar, Yujia He

Patterson School of Diplomacy and International Commerce Faculty Publications

Smart cities are emerging as major engines for deploying intelligent systems to enhance urban development and contribute to the UN 2030 Sustainable Development Goals. The rise of smart city initiatives is not only seen in North America and Europe but also increasingly in Asia and across the developing world which faces rapid urbanization and technological change. Home to the UNU Institute in Macau, the city of Macau is a special administrative region (SAR) of China where “the East meets the West” in local governance, economy, and society. Our research article, recently published in the Journal of Urban Affairs, …