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清华周道许:AI于金融是一把“双刃剑”
21世纪经济报道· 2026-01-06 06:51
Core Viewpoint - Artificial intelligence (AI) is reshaping the financial industry by enhancing efficiency and effectiveness, while also introducing challenges such as algorithmic opacity, data gaps, and new systemic risks [1][4]. Group 1: AI Governance in Finance - The governance of AI in finance should focus on being controllable, trustworthy, and sustainable, addressing issues like algorithm compliance and transparency, data governance, and risk monitoring [4][5]. - Establishing an "algorithm compliance and transparency" mechanism is crucial, requiring AI decision-making processes to be traceable and explainable, especially in areas like credit approval and risk assessment [5]. - Data governance and privacy protection are essential, necessitating strict adherence to data security laws and the exploration of privacy-preserving technologies [5]. - A dynamic risk monitoring system should be created to identify new systemic risks arising from AI, such as model homogeneity and algorithmic resonance [5]. - Ethical norms and responsibility recognition must be improved, ensuring clear accountability for AI decisions and preventing algorithmic discrimination [5]. Group 2: Future Applications of AI in Finance - AI's role in finance is evolving from auxiliary to collaborative and even autonomous decision-making, with potential applications in core decision-making areas like investment research and credit pricing [6][7]. - The shift from "process optimization" to "decision reconstruction" indicates that AI will play a more significant role in critical financial decisions [6]. - AI will facilitate deeper integration between finance and other sectors, creating "scene financial intelligent bodies" that can automate credit and risk management processes [6]. - The transition from "passive response" to "proactive foresight" in risk management will enable early identification of financial risks, providing valuable time for regulatory interventions [7]. Group 3: New Risks Associated with AI - AI introduces new risks such as model risk and algorithmic resonance, which can lead to collective misjudgments among financial institutions [9]. - Data pollution and adversarial attacks pose significant threats to AI models, necessitating the development of robust defense technologies [9]. - Ethical issues and fairness concerns arise from algorithms amplifying existing biases, requiring fairness audits and diverse evaluation mechanisms [9]. Group 4: Regulatory Approaches - Balancing innovation and safety is essential, with regulatory frameworks needing to evolve alongside AI technology [10][11]. - The implementation of regulatory sandboxes allows financial institutions to test AI products in controlled environments while regulators observe and learn [11]. - Developing intelligent regulatory platforms can enhance oversight efficiency, utilizing AI to monitor AI systems and ensure compliance [11][12]. Group 5: Talent Development in Finance - The financial education system must adapt to cultivate talent that understands finance, technology, and ethics, shifting from knowledge transmission to capability reconstruction [13]. - Course offerings should integrate practical modules on AI and ethics, preparing students for real-world applications in AI finance [13]. - Emphasizing critical thinking and innovative leadership skills is vital for developing strategic talent capable of navigating AI's complexities in finance [13].
广州市天河区召开全区重大项目工作会议
Group 1: Major Projects and Investments - The Tianhe District of Guangzhou plans to initiate over 500 major projects with a total investment exceeding 800 billion yuan, aiming for fixed asset investment to surpass 900 billion yuan by 2026, achieving a consistent annual increase of 100 billion yuan for three consecutive years [1] - In 2025, the district will focus on "projects as the priority," targeting a new milestone of 800 billion yuan in fixed asset investment, with significant achievements in urban transportation, including the completion of 16 road projects and the addition of 30.64 kilometers of new roads [1] - The district aims to enhance investment quality and structure, focusing on modern industrial systems and future industries such as quantum computing and new materials, with plans for 203 major industrial projects to commence early, targeting an annual investment of 670 billion yuan [1] Group 2: Infrastructure and Urban Development - The planning and preliminary work for the Ma Chang land parcel is progressing efficiently, set to become a new urban landmark integrating high-end industries, cultural leisure, and public spaces [2] - Tianhe District is accelerating the construction of 210 infrastructure projects, including municipal roads, new energy systems, and digital infrastructure, while implementing a "three-step" land reserve strategy to overcome land use bottlenecks [2] - The district is also expediting the construction of 22 ongoing projects and aims to start 18 new projects, enhancing both major traffic arteries and local circulation [2] Group 3: Social Welfare Projects - Tianhe District is advancing 77 social welfare projects, including educational and medical facilities, to ensure timely completion, alongside urban renewal projects aimed at improving community living conditions [3] - The district is implementing the "Hundred-Thousand-Ten Thousand Project" to accelerate the renovation of old neighborhoods and community upgrades [3]
年度涨幅46.3% 科创综指成“硬科技”价值发现与配置核心渠道
Core Insights - The total scale of ETFs related to the Sci-Tech Innovation Board is projected to reach approximately 300 billion yuan by December 31, 2025, with the number of products increasing to 106, which is three times that of the end of 2024 [1][5] - The Sci-Tech Innovation Composite Index (Sci-Tech Index) has shown a significant annual increase of 46.3% for the year 2025, outperforming major broad-based indices [1][4] - The Sci-Tech Index has been operational for nearly a year since its official launch on January 20, 2025, and is increasingly recognized for its role in representing market performance and guiding long-term capital allocation [1][2] ETF and Index Development - As of December 30, 2025, 46 fund managers have launched a total of 78 Sci-Tech Index funds, with a combined scale of 27.4 billion yuan, and the average return since listing has reached 43.7% [4][6] - The structure of investors has evolved, with institutional investors such as insurance funds, brokerages, and bank wealth management steadily increasing their holdings in Sci-Tech Index ETFs, reflecting confidence in the long-term investment value of the Sci-Tech Board [4][6] - The Sci-Tech Index has a sample size of 576 stocks, covering various types of securities and accounting for 96% of the total listed companies on the Sci-Tech Board, which has over 600 companies with a total market capitalization exceeding 10 trillion yuan [3][5] Market Trends and Future Outlook - The Sci-Tech Index is seen as a benchmark for capturing the pulse of technological growth and sharing the dividends of innovation, especially as China's technology sector continues to rise [2][7] - The index system for the Sci-Tech Board has been expanded to include various types of indices, effectively guiding social capital towards the development of new productive forces [5][6] - The introduction of thematic ETFs covering sectors such as artificial intelligence, new energy, and semiconductor materials indicates a growing trend towards index-based investment in key areas of technological innovation [7]
消费遇到问题想投诉?这几个正规渠道你一定要知道
Xin Lang Cai Jing· 2026-01-06 02:59
Core Viewpoint - The article emphasizes the importance of understanding and utilizing various consumer complaint channels in China to effectively protect consumer rights and resolve disputes. Group 1: Direct Contact with Businesses - The first step in resolving consumer disputes is to contact the official customer service of the business or platform, which is the most direct and fastest way to address issues [2][15] - When contacting customer service, it is advisable to prepare key information such as order numbers and receipts, and to clearly explain the issue and demands [3][15] Group 2: Government Regulatory Channels - If the business's customer service is unhelpful, consumers should turn to government regulatory channels, with the National 12315 platform being the most authoritative complaint and reporting platform [4][16] - The 12315 platform has multiple access methods, including a website, mobile app, and hotline, and is designed to handle complaints related to violations of consumer rights laws [17][19] Group 3: Industry-Specific Channels - Many specific industries have dedicated regulatory departments and complaint channels that can address specialized issues more effectively [6][18] - These specialized channels often provide quicker responses and more direct resolutions, minimizing the need for third-party intervention [18][21] Group 4: Media and Public Complaint Platforms - When conventional channels fail, leveraging media or online complaint platforms can help apply public pressure to resolve issues [10][22] - The Black Cat Complaint platform, for example, allows users to submit complaints easily and provides transparency in the complaint process, although it does not guarantee resolution [22] Group 5: Legal Avenues - If all other channels are ineffective, consumers can consider legal options such as seeking help from consumer associations, arbitration, or filing civil lawsuits [11][24] - It is recommended to choose the appropriate channel based on the nature of the complaint and to utilize multiple channels simultaneously for better chances of resolution [24]
上城召开区委全会定调“十五五”新路径
Hang Zhou Ri Bao· 2026-01-06 02:48
Core Insights - The article emphasizes the strategic focus of Shangcheng District on "Two Strengths, Two Supplements, Two Stabilizations" as a pathway for economic development during the "14th Five-Year Plan" period [1] - The district aims to enhance advanced manufacturing and leverage artificial intelligence for industrial upgrades, marking a significant shift in its economic strategy [1] Group 1: Economic Performance and Goals - Over the past five years, Shangcheng has achieved a GDP exceeding 280 billion yuan and a resident population of over 1.7 million, solidifying its advantages in modern finance, high-end business, and fashion consumption [1] - The district's economic deployment reflects a clear strategy of strengthening existing advantages while addressing weaknesses in innovation and manufacturing [1] Group 2: Consumer and Fashion Industry Development - Shangcheng is focusing on developing three major commercial circles to establish itself as a leading digital fashion consumption district, with initiatives in various areas such as high-tech and cultural integration [2] - The transformation of the "Four Seasons Green Clothing Street" from a traditional wholesale market to a new consumption destination illustrates the district's commitment to evolving its fashion industry [2] Group 3: Advanced Manufacturing and AI Integration - Despite limited space for advanced manufacturing, Shangcheng is targeting the "133X" manufacturing sector, emphasizing artificial intelligence to develop high-density, high-value urban industrial service models [2] - The district is advancing AI as a key driver of economic integration, with initiatives including digital transformation for traditional businesses and collaboration with universities for research and development [3] Group 4: Urban Development and Governance - Shangcheng is addressing multiple challenges such as development dynamics, urban quality, cultural heritage, and governance efficiency, indicating a comprehensive approach to urban planning [4] - The district's strategy includes optimizing land and housing supply while fostering a resilient industrial ecosystem and enhancing the business environment [4] Group 5: Future Outlook - The deployment for the beginning of the year marks the start of Shangcheng's "14th Five-Year Plan" narrative, with a focus on leveraging its 122 square kilometers for sustainable growth [5]
港股早评:三大指数高开 科技股多数上涨 铜价新高铜业股领衔有色金属股上涨
Ge Long Hui· 2026-01-06 01:28
隔夜美股道指再创历史新高,台积电、高盛、阿斯麦等明星股亦刷新高价。港股三大指数高开,恒指涨 0.59%,国指涨0.48%,恒生科技指数涨0.79%,大型科技股普遍上涨,其中百度涨近2%;伦铜再创历 史新高!首次触及每吨13000美元,铜业股领衔有色金属股上涨,江西铜业股份涨3.6%。另外,化妆品 股、直播概念股走低。(格隆汇) ...
封关半个多月,海口复兴城很忙
Hai Nan Ri Bao· 2026-01-06 00:51
Core Insights - The Haikou Fuxing City Internet Information Industry Park is experiencing significant growth and activity following the implementation of the Hainan Free Trade Port's customs closure, attracting both existing and new businesses [2][3][6] Group 1: Existing Businesses - The company Qiduo Bang has seen a surge in business inquiries, with nearly 100 new service enterprises registered since the customs closure, and foreign clients making up 10% of their new business [3] - The company has successfully facilitated the residency process for 20 high-demand talents, a significant increase from the previous rate of one per month [3] - The company Lian Nian Zhe (Hainan) Technology Co., Ltd. is actively exploring the development of AI technologies in response to the new market opportunities presented by the customs closure [3] Group 2: Upcoming Projects - The International Data Industry Innovation Development Conference held in December 2025 led to the signing of five key cooperation projects, including the Hainan International Digital Nomad Community, aimed at enhancing the data industry ecosystem [4][5] - The establishment of the "Hainan Short Drama Export Industry Base" is expected to promote the export of digital content, leveraging the benefits of the Free Trade Port [4][5] - Over 50 key enterprises have signed agreements with the Fuxing City Park, covering sectors such as international data, artificial intelligence, and cross-border e-commerce [5] Group 3: Future Prospects - There is a notable increase in interest from international companies looking to explore opportunities in Hainan, with representatives from countries like Singapore, the Philippines, and Sweden expressing strong interest in the Free Trade Port's potential [6] - The Fuxing City Park plans to develop a "3579" industrial development system focusing on artificial intelligence, integrated circuits, and data cross-border flow to support businesses [6]
全线暴涨!英伟达,重磅发布!
Zhong Guo Ji Jin Bao· 2026-01-06 00:36
【导读】英伟达亮相CES,黄仁勋:在AI下一个前沿重塑存储堆栈!黄金、白银大涨! 中国基金报记者 郭玟君 大家早上好!昨夜今晨,又有很多大事发生。 道琼斯工业平均(DJI) W 01-05 16:20:01 48977.18 昨收 48382.39 0.00 成交额 +594.79 +1.23% 48475.81 成交量 0 今开 12 上涨 18 平盘 0 下跌 最高价 49209.95 30.57 2.35% 市盈率 近20日 8.81 最低价 48449.62 市净率 1.90% 今年来 关闭4 五日 周K 月K 更多 日K [0] 均价: -- 叠加 49209.95 71% 47554.83 -1.71% 16:00 09:30 标普500(SPX) 01-05 16:20:01 6902.05 昨收 6858.47 0.00 成交额 +43.58 6892.19 成交量 0 今开 +0.649 上涨 339 161 下跌 本留 2 29.26 最高价 0.66% 6920.38 近20日 市盈率 0.83% 最低价 5.53 6891.56 市净率 今年来 સ્ત્ર B4 更多 更目 日K 周K ...
东吴证券:港股进入震荡上行期 把握上半年的科技成长行情
智通财经网· 2026-01-06 00:03
其二,短期仍然需控制港股仓位,春节前后行情或更好。该行主要担心一月美股科技有回调风险,间接 影响港股。市场对一月中下旬美股科技财报仍持谨慎观察态度,投资者会对企业Capex和ROI会更为严 格。如不及预期,美股科技可能会有回调,港股科技反弹会受阻。 其三,港股从现在进入震荡上行期,仍需将红利作为底仓,把握上半年的科技成长行情。南向潜在增量 资金保险和固收+会继续增配价值红利。考虑估值,AH对比视角,南向资金整体会增配港股科技成长 股票,但港股科技行情仍会受海外降息节奏和美股科技行情影响,需动态观察。 美股:本周纳指领跌1.5%,道指下跌1.3%,标普下跌1.0%。行业上,能源、公用事业领涨,信息技 术、金融领跌。美国服务业及制造业PMI双放缓,但就业稳健及房地产回暖、AI全面加速落地、特朗 普暂缓部分关税征收,美股整体收跌。具体来看: 其一,美国PMI放缓,制造业和服务业双双低于预期。美国12月Markit综合PMI初值降至53,为六个月 来的最低水平,低于预期的53.9和前值54.2。其中,制造业PMI初值为51.8,创五个月新低;服务业PMI 初值为52.9,创六个月新低,两项均不及市场预期。12月的PM ...
道指深夜涨近600点创新高,中概股飘红,国际油价拉升,加密货币超12万人爆仓
美东时间周一,美国三大股指全线收涨,道指深夜狂飙近600点,最终收涨逾1%报48977.18点,再创历史新高;芯片股表现亮眼,中概股多数上涨,脑再 生科技表现强劲,收盘涨幅达31%;受地缘政治局势影响,国际油价、金价银价继续走强。 | 美股指数 它 | | | | --- | --- | --- | | 道琼斯 | 纳斯达克 | 标普500 | | 48977.18 | 23395.82 | 6902.05 | | +594.79 +1.23% +160.19 +0.69% | | +43.58 +0.64% | | 中国金龙指数 | 纳指100期货 | 标普500期货 | | 7898.24 | 25578.25 | 6943.50 | | +38.60 +0.49% | +193.00 +0.76% | +43.00 +0.62% | 大型科技股涨跌互现,美国科技七巨头指数上涨0.41%。个股方面,特斯拉涨超3%,亚马逊涨近3%,脸书涨超1%,谷歌涨0.44%,苹果跌超1%,英伟达 跌0.39%,微软跌0.02%。 芯片股涨跌不一,费城半导体指数涨1.07%,科天半导体涨超6%,应用材料涨逾5%,阿斯麦涨 ...