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Nature:首个能写综述论文的开源AI模型来了,大幅减少科研“幻觉”,堪比人类专家
生物世界· 2026-02-06 04:26
Core Viewpoint - The article discusses the development of OpenScholar, an AI assistant designed specifically for researchers to synthesize scientific literature accurately and efficiently, addressing the issue of "hallucination" in existing large language models [2][5][21]. Group 1: OpenScholar Overview - OpenScholar is a retrieval-augmented language model that can intelligently retrieve relevant paragraphs from 45 million open-access papers and generate comprehensive review papers with accurate citations [5][7]. - The model's citation accuracy is comparable to that of human experts and surpasses mainstream models like GPT-4o in multiple tests [5][11]. Group 2: Functionality and Workflow - OpenScholar operates through a three-step process: retrieval of relevant content, generation of answers with citations, and self-feedback for iterative improvement [7][9]. - The system is built on a dedicated data store (OpenScholar DataStore) that allows for transparent and reproducible research [7][21]. Group 3: Evaluation and Performance - The ScholarQABench benchmark was developed to assess AI systems' reliability in synthesizing scientific literature, featuring nearly 3,000 expert-written questions across various fields [12][13]. - OpenScholar demonstrated impressive results in the benchmark, outperforming GPT-4o in citation accuracy and overall usefulness, with human experts favoring OpenScholar's responses over those of GPT-4o [16][18][19]. Group 4: Implications for Research - The introduction of OpenScholar signifies a significant advancement in the application of AI in scientific research, potentially transforming literature reviews from a burdensome task into an efficient exploration process [21][23]. - Future developments may enhance OpenScholar's capabilities, making it a true collaborator for researchers, allowing them to focus more on innovation rather than information filtering [23].
推动文明进步是科学的重要使命
Ren Min Ri Bao· 2026-02-01 10:46
Group 1 - The core theme of the upcoming World Summit of Top Scientists in Dubai is "Basic Science: Addressing Future Challenges for Humanity," highlighting the global focus on scientific collaboration and innovation [2][3]. - China has made significant advancements in basic research, particularly in artificial intelligence, materials science, life sciences, and renewable energy, supported by a strong talent pool and market-driven innovation mechanisms [3]. - The establishment of the World Top Scientists Association in Hong Kong in 2017, with support from the Chinese government, underscores China's commitment to advancing frontier technology and international scientific cooperation [2]. Group 2 - The summit aims to promote an open science consensus, advocating for equitable access to scientific knowledge and fostering the free flow of information across borders and disciplines [4]. - The evolution of science as a primary driver of economic growth has reshaped economic structures and cycles, influencing both macroeconomic and microeconomic patterns [3]. - The anticipated technological singularity in artificial intelligence by 2050 is seen as a pivotal moment for modern science, emphasizing the need for responsible advancement to benefit human civilization [4].
推动文明进步是科学的重要使命(国际论坛)
Ren Min Ri Bao· 2026-01-31 22:48
Group 1 - The core viewpoint emphasizes that the technology development strategies of major countries, particularly China's, are increasingly influential on a global scale [1][2] - China has made significant progress in basic research, especially in fields such as artificial intelligence, materials science, life sciences, and renewable energy, driven by a market-oriented innovation mechanism and strong talent pool [2] - The establishment of comprehensive research infrastructure and national laboratories in China supports major long-term global research projects across various basic research areas [2] Group 2 - The upcoming World Summit of Top Scientists in Dubai aims to foster open scientific consensus and promote science as a shared global endeavor [3] - Open science seeks to transcend boundaries of nature, artificial intelligence, generations, nations, value systems, and civilizations, facilitating the free flow and broad sharing of scientific knowledge [3] - The mission of modern science is to ensure that the technological singularity of artificial intelligence, expected by 2050, advances human civilization [3]
北京市政协常委、市科协常务副主席李昕建议:打造面向全球的“北京开放科学云平台”
Xin Lang Cai Jing· 2026-01-27 22:08
Core Viewpoint - Open science is increasingly recognized as an effective means to promote the sharing, communication, and collaboration of scientific knowledge, with major global innovation centers, including Beijing, placing significant emphasis on it [1][2]. Group 1: Achievements in Open Science - Beijing has seen a rise in the proportion of open access research papers from 26.1% in 2015 to 41.4% in 2024 [2]. - The establishment of the Beijing International Big Data Exchange has led to the creation of several scientific data centers, facilitating the reuse of scientific data [2]. - Collaborative efforts have resulted in the integration of 160 million academic papers into large academic models, showcasing initial success in AI data reuse [2]. Group 2: Areas for Improvement - Current regulations lack unified, clear, and specific guidance on optimizing research outcomes, infrastructure, and international cooperation [3]. - There is a need for standardized protocols regarding the structure, content, and quality of scientific data, as well as improved interoperability among different data centers and platforms [3]. - Recommendations include establishing a collaborative mechanism among institutions and creating a "Beijing Open Science Cloud Platform" to integrate key knowledge resources [3]. Group 3: Future Goals and Strategies - The goal is to increase the proportion of open access papers to 60%-80% by 2030, aligning with levels seen in developed countries [4]. - Emphasis will be placed on strengthening scientific data collection and exploring mandatory data submission systems for publicly funded research [4]. - The establishment of an international open science fund is proposed to support developing countries in utilizing Beijing's scientific facilities [5].
瞭望 | 自主预印本平台增强学术话语权
Xin Hua She· 2026-01-19 08:21
Core Viewpoint - The launch of the domestic preprint platform "Langtaosha" marks a significant step for China's life sciences sector, enabling independent and secure management of research data and academic dissemination, while addressing the challenges posed by international publication systems [1][2]. Group 1: Platform Overview - "Langtaosha" is a preprint platform developed collaboratively by Shenzhen Medical Academy, Shenzhen Bay Laboratory, Tsinghua University, and Westlake University, aimed at enhancing the efficiency and safety of academic communication in China [1][2]. - The platform allows researchers to publish their findings without incurring publication fees, contrasting with the traditional Open Access (OA) model that often requires authors to pay article processing charges (APC) [2][3]. Group 2: Market Context - The global academic publishing market is predominantly controlled by developed countries, with major players like Elsevier and Springer dominating the landscape, leading to over 90% of SCIE papers from Chinese scientists being published in foreign journals [2][3]. - In 2023, Chinese authors paid a total of $750 million in APCs, reflecting a 23% annual growth rate, which highlights the financial burden on researchers and the need for alternative publishing avenues [3]. Group 3: Benefits of Preprint Platforms - Preprint platforms like "Langtaosha" facilitate rapid dissemination of research findings, allowing for immediate feedback and collaboration across disciplines, thus enhancing the overall quality and impact of research [4][5]. - The introduction of blockchain technology in "Langtaosha" ensures transparency and traceability of research records, which is crucial for maintaining academic integrity and prioritizing original contributions [4]. Group 4: Future Development and Recommendations - Experts suggest that the development of preprint platforms in China is still in its exploratory phase and requires improved top-level design, institutional norms, and academic evaluation systems to support high-level scientific independence [6][7]. - Recommendations include establishing a national certification system for preprint platforms, defining qualification criteria, and integrating preprints into existing research management frameworks to enhance their credibility and acceptance [6][7].
71位全球顶尖科学家将齐聚迪拜!探讨人工智能等前沿议题
Nan Fang Du Shi Bao· 2026-01-16 14:32
Group 1 - The World Leading Scientists Summit (WLS) and the World Government Summit (WGS) will hold a joint summit in Dubai from February 1 to 3, featuring 71 top scientists, including 39 Nobel laureates [1][2] - The theme of the summit is "Fundamental Science: Addressing the Challenges of Humanity's Future," focusing on four key topics: the integration of artificial intelligence and fundamental science, the co-evolution of scientific progress and social development, global collaboration in open science, and the future of scientific cooperation systems [1] - The summit aims to enhance the UAE's position as a "global scientific hub" through extensive scientific collaboration [1] Group 2 - The World Government Summit, held annually in Dubai since 2013, aims to drive global governance transformation through innovation and technology, with over 6,000 participants last year and an expected attendance of 40 heads of state and over 500 government ministers this year [2] - The joint summit model is expected to create new opportunities for resource linkage and collaboration, enhancing the depth and breadth of engagement between the two events [2]
第十六届创新发展论坛在广州举行
Xin Lang Cai Jing· 2025-12-21 11:28
Group 1 - The 16th Innovation Development Forum and the 7th International Academic Exchange Conference on Science and Technology Innovation concluded in Guangzhou, focusing on collaborative innovation paths among academia, industry, and research [1][3] - The forum was co-hosted by China Science Daily and South China University of Technology, featuring a "1+6+N" multi-dimensional conference system, including a main forum, international journal development forum, and multiple specialized seminars [3] - A cooperation agreement was signed between the School of Computer Science and Engineering at South China University of Technology and the School of Computer Science at Malaysia Technological University to establish an international research exchange platform [3] Group 2 - The release of the "China International Academic Conference Development Blue Book 2025" provided references for enhancing the quality and internationalization of academic conferences, guided by the Guangzhou Association for Science and Technology [3] - The forum emphasized artificial intelligence as a strategic technology leading a new round of technological revolution and industrial transformation, with discussions on its role in reshaping industrial competitiveness and sustainable development [3][4] - The conference included discussions on open science and artificial intelligence, aiming to construct a more open, intelligent, and trustworthy academic ecosystem, covering key areas such as new energy, artificial intelligence, and electronic information [4]
Web of Science 不香了?CNRS 官宣 2026 年起停止使用, 每年省 140 万欧元!
Xin Lang Cai Jing· 2025-12-08 12:25
Core Insights - The French National Centre for Scientific Research (CNRS) announced it will stop accessing the Web of Science database from January 1, 2026, as part of its commitment to open science and changing the evaluation of scientific work [1][7][9] Group 1: Open Science Policy - CNRS has been promoting open science since the release of its first Open Science Roadmap in 2019, opposing quantitative evaluations based on bibliometric indicators in favor of qualitative assessments [3][9] - The decision to discontinue Web of Science is a significant step in CNRS's open science policy, aiming to enhance the quality and ethics of scientific evaluation [4][10] Group 2: Financial Implications - By stopping the subscription to Web of Science, CNRS will save €1.4 million annually, which will be reinvested into open science initiatives, particularly the development of open databases [5][11] Group 3: Transition to OpenAlex - CNRS is encouraging researchers to transition to OpenAlex, which offers greater visibility for non-English journals and a broader range of indexed journals compared to Web of Science [5][11] - OpenAlex aims to address the coverage gaps in various fields, such as humanities, social sciences, computer science, and mathematics, where Web of Science has been lacking [5][11] Group 4: Challenges and Future Directions - While leaving Web of Science may temporarily hinder the ability to make standardized comparisons between institutions and researchers, CNRS acknowledges the need to establish new principles for such evaluations [6][12] - CNRS is actively working to improve OpenAlex's metadata management to enhance its potential and is confident that it will soon meet the needs of researchers [6][12] - The organization aims to regain autonomy in scientific decision-making and enhance transparency through open tools, inviting partners to also distance themselves from Web of Science [6][12]
细胞出版社2024中国年度论文奖重磅公布:十年见证中国科研前进之路!
生物世界· 2025-11-19 04:04
Core Insights - The article highlights the significant growth of Chinese researchers' publications in Cell Press journals over the past decade, showcasing advancements in originality, systematic approaches, and openness in Chinese scientific research [2][48]. - In 2024, the total number of research papers published by Chinese institutions in Cell Press journals reached a record high of 2,446, marking a 17.6% increase from the previous year and nearly quadrupling the output from 2020 [3][14]. Publication Growth - The number of papers published in the life sciences field by Chinese scholars was the highest in 2024, totaling 860 papers, with the medical field showing the most notable growth, increasing by 138 papers [6]. - The journal Cell Reports Medicine saw the number of Chinese papers surpass 100 for the first time, while materials science and interdisciplinary fields also experienced steady growth, reaching 554 and 394 papers, respectively [6]. Journal Performance - In 2024, 18 hybrid journals under Cell Press reported growth in the number of Chinese publications, with Joule and Device in materials science showing the highest increases of 32 and 31 papers, respectively [7]. - The medical journal Med saw a remarkable increase, with a total of 32 papers published, reflecting a 2.5-fold increase from the previous year [7]. Open Access Trends - The proportion of papers published in open access (OA) format by Chinese scientists in Cell Press journals approached three-quarters of all Chinese publications, totaling 1,761 papers, which is a 13% increase from the previous year [10]. - The number of OA papers published in hybrid journals rose from 69 to 119, marking a 72.5% increase, indicating a growing commitment to open access among Chinese researchers [11]. Annual Paper Awards - The 2024 Cell Press Annual Paper Awards recognized 50 outstanding papers across five fields, with an additional 25 papers voted as the most popular by the public [14]. Research Institution Landscape - In 2024, the number of Chinese institutions publishing in Cell Press journals exceeded 300 for the first time, with a notable increase of 40 institutions from the previous year [32]. - Sun Yat-sen University led in publication volume with 113 papers, followed by Shanghai Jiao Tong University and Zhejiang University with 106 and 105 papers, respectively [32]. Regional and International Collaboration - Beijing remained the leading region for publications with 442 papers, followed by Guangdong and Shanghai [38]. - The number of countries and regions collaborating with Chinese scholars reached 76, reflecting a 20.6% increase, with the United States being the most frequent collaborator [43][47].
2025中国国际服务贸易交易会高峰论坛 “第四届世界前沿科技大会”举行
Zhong Guo Fa Zhan Wang· 2025-09-16 11:01
Core Insights - The Fourth World Frontier Technology Conference was held with the theme "Technology Creates a Better Future," focusing on global technology resource integration and innovation value realization [1][7] - The conference featured discussions on cutting-edge technologies such as artificial intelligence, metaverse applications, immune cell therapy, and mechanical manufacturing, addressing the challenges of transforming research into industry [1][2] Group 1: Conference Highlights - The conference included a rich agenda with an opening ceremony, high-level dialogues among academicians, exhibitions of frontier technology achievements, and international project cooperation meetings [2] - A notable report by Chinese Academy of Sciences Academician Chen Runsheng discussed breakthroughs in AI applications in fields like healthcare and materials [2] - The Secretary-General of the China High Technology Industry Development Promotion Association emphasized the need for a dual approach of "technological breakthroughs + intellectual property protection" for high-quality innovation [2] Group 2: Technological Innovations - The conference introduced the "Cloud Network," integrating metaverse exhibition halls, AR interactive technology, smart meeting systems, MR mixed reality technology, and blockchain, enabling global participation and establishing a foundation for ongoing technological exchanges [3] - The "SINO (China) Preprint" platform was launched to create an open scientific ecosystem, leveraging AI and innovative technologies to enhance research communication and collaboration [4] Group 3: Achievements and Collaborations - Over 130 projects were presented, including 46 domestic and 85 international projects, covering various fields such as AI, big data, communication security, green energy, and medicine, showcasing both technological advancement and commercialization potential [5] - The conference marked a significant step for China in promoting global technological collaboration and innovation transformation, contributing to a sustainable development path driven by green energy [7]