编辑部 整理自 凹非寺 量子位 | 公众号 QbitAI 从移动互联网的"人机连接"走向AI时代的"智能连接"，企业正在经历一场深层重构。 在大模型与智能体快速普及的当下， 中关村科金总裁喻友平 给出了一个贯穿技术与业务本质的判断：AI时代的核心，不是工具更强，而是连 接更强。 智能体正在成为新时代的超级连接器，把人、数据、知识与智能编织进企业的全流程运行体系中，进而形成新的数字人力体系。 企业智能化不再是一次性项目，而是由场景选择、数据与知识治理、模型构建三元素持续迭代驱动的长期工程。 在量子位MEET2026智能未来大会上，喻友平进一步提出，真正让智能体规模化落地的，是底座平台能力的重构。 大模型平台提供认知中枢，AI能力平台补齐感知细节，AI数据平台沉淀企业级记忆。 在三者之上，打造一个数百上千个数字员工协同工作的"智能体集市"，成为企业营销、运营、生产等环节的组织新单元。 为了准确呈现喻友平的完整思考，以下内容基于演讲实录进行整理编辑，希望能提供新的视角与洞察。 MEET2026智能未来大会是由量子位主办的行业峰会，近30位产业代表与会讨论。线下参会观众近1500人，线上直播观众350万+，获得了主 ...

Core Insights - The MEET2026 Smart Future Conference will focus on cutting-edge technologies and industry developments that have garnered significant attention throughout the year [1] - The theme "Symbiosis Without Boundaries, Intelligence to Ignite the Future" emphasizes how AI and smart technologies penetrate various industries, disciplines, and scenarios, becoming a core driving force for societal evolution [2] Group 1: Conference Highlights - The conference will cover hot topics in the tech circle this year, including reinforcement learning, multimodal AI, chip computing power, AI in various industries, and AI going global [3] - It will feature the latest collisions between academic frontiers and commercial applications, showcasing leading technological achievements from infrastructure, models, and product industries [4] - The event will also include the authoritative release of the annual AI rankings and the annual AI trend report [5][116] Group 2: Notable Speakers - Zhang Yaqin, President of Tsinghua University's Intelligent Industry Research Institute and an academician of the Chinese Academy of Engineering, has extensive experience in AI and digital video technologies [11][12] - Sun Maosong, Executive Vice President of Tsinghua University's AI Research Institute, has led numerous national projects in AI research [15] - Wang Zhongyuan, Director of the Beijing Academy of Artificial Intelligence, has a strong background in AI core technology development and has published over 100 papers [19] Group 3: Industry Impact - The annual AI rankings initiated by Quantum Bit have become one of the most influential lists in the AI industry, evaluating companies, products, and individuals across three dimensions [117] - The annual AI trend report will analyze ten significant AI trends based on technological maturity, current implementation, and potential value, highlighting representative organizations and best cases [118] - The conference aims to attract thousands of tech professionals and millions of online viewers, establishing itself as an annual barometer for the smart technology industry [122]

Core Insights - The article emphasizes the transformative impact of artificial intelligence (AI) on various industries, marking the beginning of a new era in 2025 [1] - The MEET2026 Intelligent Future Conference will focus on cutting-edge technologies and industry advancements related to AI [2][3] - The conference will feature discussions on key topics such as reinforcement learning, multimodal AI, chip computing power, AI applications in various industries, and AI's global expansion [4] Event Details - The theme of the conference is "Symbiosis Without Boundaries, Intelligence to Ignite the Future," highlighting AI's role as a core driving force for societal evolution [3] - The event will showcase the latest academic and commercial advancements, featuring leading technologies from infrastructure, models, and product industries [5] - An authoritative release of the annual AI rankings and trends report will be a highlight of the conference [6][102] Notable Speakers - The conference will host prominent figures in the AI field, including Zhang Yaqin, a renowned scientist and entrepreneur in digital video and AI [12][13] - Other notable speakers include Sun Maosong, Wang Zhongyuan, and He Xiaodong, who have significant contributions to AI research and applications [17][22][30] - The lineup also features leaders from major companies like Xiaomi, JD.com, and Baidu, showcasing a diverse range of expertise in AI [40][44][26] AI Trends and Rankings - The 2025 AI Annual Rankings will evaluate companies, products, and individuals across three dimensions, becoming one of the most influential rankings in the AI industry [103] - The 2025 Annual AI Trends Report will identify and analyze ten significant AI trends based on technological maturity, current applications, and potential value [104] Conference Logistics - The MEET2026 Intelligent Future Conference is scheduled for December 10, 2025, at the Beijing Jinmao Renaissance Hotel, with registration now open [105] - The event aims to attract thousands of technology professionals and millions of online viewers, establishing itself as a key annual event in the intelligent technology sector [107]

Core Viewpoint - The article emphasizes the transformative impact of artificial intelligence (AI) on various industries and society as a whole, highlighting the upcoming MEET2026 conference as a platform to explore these advancements and trends in AI technology [1][3]. Group 1: Conference Overview - The MEET2026 Intelligent Future Conference will focus on cutting-edge technologies and industry developments, particularly in AI [2]. - The theme of the conference is "Symbiosis Without Boundaries, Intelligence to Ignite the Future," aiming to explore how AI transcends industry, discipline, and scenario boundaries [3]. - Key topics of discussion will include reinforcement learning, multimodal AI, chip computing power, AI applications in various industries, and AI's global expansion [4]. Group 2: Notable Speakers - The conference will feature prominent figures such as Zhang Yaqin, a renowned scientist and former president of Baidu, who has made significant contributions to digital video and AI [12][13]. - Sun Maosong, Executive Vice President of the Tsinghua University AI Research Institute, will also be a key speaker, known for his leadership in national research projects [17]. - Other notable speakers include Wang Zhongyuan, Director of the Beijing Academy of Artificial Intelligence, and He Xiaodong, Senior Vice President of JD Group, both recognized for their contributions to AI research and applications [21][30]. Group 3: AI Trends and Reports - The conference will feature the release of the "Artificial Intelligence Annual List" and the "Annual AI Trends Report," which are anticipated to provide insights into the most influential companies, products, and individuals in the AI sector [6][102]. - The "Annual AI Trends Report" will identify and analyze ten significant AI trends based on technology maturity, current applications, and potential value [104]. Group 4: Event Details - The MEET2026 conference is scheduled for December 10, 2025, at the Beijing Jinmao Renaissance Hotel, with registration now open for attendees [105]. - The event is recognized as a major technology business summit, attracting thousands of industry professionals and millions of online viewers each year, establishing itself as a key indicator of trends in the intelligent technology sector [107].

Core Insights - The article emphasizes the transformative impact of artificial intelligence (AI) on various industries, marking the beginning of a new era in 2025 [1] - The MEET2026 Intelligent Future Conference will focus on cutting-edge technologies and industry advancements related to AI [2][3] - The conference theme "Symbiosis Without Boundaries, Intelligence to Ignite the Future" highlights AI's role in driving societal evolution [3] Event Details - The conference will cover hot topics in the tech circle, including reinforcement learning, multimodal AI, chip computing power, AI in various industries, and AI going global [4] - It will feature a collision of academic frontiers and commercial applications, showcasing leading technological achievements from infrastructure, models, and products [5] - The event will also include the authoritative release of the annual AI rankings and trends report [6] Notable Speakers - The conference will host prominent figures such as Zhang Yaqin, a world-class scientist and entrepreneur in AI and digital video [12][13] - Sun Maosong, Executive Vice President of Tsinghua University's AI Research Institute, will also be a key speaker [17] - Other notable speakers include Wang Zhongyuan, Zhao Junbo, and Liu Fanping, all recognized for their contributions to AI and technology [21][27][48] AI Rankings and Trends Report - The "Artificial Intelligence Annual Rankings" initiated by Quantum Bit has become one of the most influential rankings in the AI industry, evaluating companies, products, and individuals [60] - The "2025 Annual AI Trends Report" will focus on the main themes of technological development, identifying ten significant AI trends and analyzing their potential value [61] Conference Logistics - The MEET2026 Intelligent Future Conference will take place at the Beijing Jinmao Renaissance Hotel, with registration now open for attendees [62] - The event aims to attract thousands of tech professionals and millions of online viewers, establishing itself as an annual barometer for the intelligent technology industry [64]

Core Insights - The article emphasizes the transformative impact of artificial intelligence (AI) on various industries and society as a whole, marking the beginning of a new era in 2025 [1]. Event Overview - The MEET2026 Intelligent Future Conference will focus on cutting-edge technologies and industry advancements, particularly in AI [2]. - The theme of the conference is "Symbiosis Without Boundaries, Intelligence to Ignite the Future," highlighting how AI is becoming a core driving force for societal evolution [3]. Key Topics - The conference will cover hot topics in the tech circle, including reinforcement learning, multimodal AI, chip computing power, AI in various industries, and AI's global expansion [4]. - It will showcase the latest collisions between academic frontiers and commercial applications, featuring leading technological achievements from infrastructure, models, and products [5]. Reports and Awards - The conference will also feature the authoritative release of the annual AI rankings and the Annual AI Trends Report, which will analyze significant trends in AI [6]. Notable Speakers - The event will host prominent figures from academia and industry, including: - Zhang Yaqin, a renowned scientist and entrepreneur in digital video and AI [13]. - Sun Maosong, Executive Vice President of the Tsinghua University AI Research Institute [17]. - Wang Zhongyuan, Director of the Beijing Academy of Artificial Intelligence [21]. - Other notable speakers include experts from various leading tech companies and research institutions [30][35][40][44][48][53][57]. AI Annual Rankings - The "AI Annual Rankings," initiated by Quantum Bit, has become one of the most influential rankings in the AI industry, evaluating companies, products, and individuals across three dimensions [60]. - The submission for the rankings is open until November 17, 2025 [61]. AI Trends Report - The "2025 Annual AI Top Ten Trends Report" will focus on the main themes of technological development in AI, analyzing the maturity, current status, and potential value of various trends [65]. - The case collection for the report is open until November 20, 2025 [66]. Conference Logistics - The MEET2026 Intelligent Future Conference will take place at the Beijing Jinmao Renaissance Hotel, with registration now open [70]. - The conference aims to attract thousands of tech professionals and millions of online viewers, establishing itself as an annual benchmark for the intelligent technology industry [72].

Core Insights - The article highlights the paradox of high consumption and low returns in the AI industry, emphasizing that 95% of generative AI investment projects fail to deliver expected financial returns, with only 5% achieving commercialization [1][4] - Beijing Zhongguancun KJ Technology Co., Ltd. is positioned as a leading player in the enterprise-level AI model application market, having established a strong foothold by focusing on vertical applications rather than chasing trends [1][3][4] Market Dynamics - By mid-2025, the daily consumption of enterprise-level AI models in China is projected to reach 10.2 trillion tokens, equivalent to 46 billion 2,000-word articles, indicating a massive demand for AI solutions [1] - The article discusses the shift from a "technology showcase" era to a focus on "value realization" in AI, where deep engagement in vertical sectors is essential for successful AI integration [1][4] Company Strategy - Zhongguancun KJ's strategy began with a "reverse layout" in 2014, focusing on intelligent audio and video technology instead of mainstream computer vision, which has become a core asset for connecting businesses with customers [4] - The company has strategically chosen to concentrate on enterprise-level intelligent interaction scenarios, particularly in the smart customer service sector, which is seen as a critical entry point for large model applications [4][12] Competitive Position - In the latest IDC report, Zhongguancun KJ ranks fourth in the Chinese intelligent customer service market, leading among AI model companies [5] - The company’s approach emphasizes that the winners in the AI arms race will be those who can translate model capabilities into commercial value, rather than merely possessing the largest models [6] Implementation Framework - Zhongguancun KJ has proposed a "platform + application + service" three-tier engine strategy to accelerate the deployment of vertical AI models, addressing core issues of usability and effectiveness in enterprise applications [13][16] - The company aims to create a closed-loop system that activates enterprise data assets, integrates various AI capabilities, and continuously optimizes performance through iterative feedback [12][16] Industry Applications - The article provides examples of successful collaborations across various sectors, including finance, manufacturing, and infrastructure, showcasing how Zhongguancun KJ's AI models enhance operational efficiency and knowledge transfer [18][19][21][22] - Notable projects include a training platform for securities firms that improves training efficiency by 70% and a model for the shipbuilding industry that enhances intelligence analysis efficiency by 60% [19][21] Conclusion - The article concludes that the true value of AI lies not in the amount of computational power used but in the ability to understand and address industry-specific challenges, marking a shift from theoretical to practical applications in AI [25][26]

Core Insights - The article highlights that Zhongguancun KJ has been recognized in the "2025 China Tech 50" list by Fortune, showcasing its comprehensive capabilities in the vertical large model sector from technology research and development to platform application and industrial implementation [2] - The recognition reflects Zhongguancun KJ's strong technological innovation and its pioneering role in integrating artificial intelligence with the real economy [2] Company Strategy - Since 2023, Zhongguancun KJ has strategically focused on large models, proposing a "platform + application + service" three-tier engine strategy, which has gained wide industry recognition and is seen as a key paradigm for driving industrial intelligence upgrades [5] - The company has developed a competitive technology product system based on self-developed cutting-edge technologies such as artificial intelligence, large models, smart audio and video, and blockchain [5] Industry Impact - Zhongguancun KJ has created a comprehensive product matrix centered around its large model platform, covering various scenarios such as intelligent customer service, marketing, operations, and office solutions, supporting key industries like finance, public administration, industrial manufacturing, automotive, retail, and Chinese enterprises going global [5][6] - The company has established multiple industry benchmark cases, including collaborations with Ningxia Jiaojian for a transportation infrastructure large model and with China Shipbuilding Group for a shipbuilding industry large model [6] Market Position - As of now, Zhongguancun KJ has provided services to over 2,000 leading enterprises, including 50% of China's top 100 banks and 70% of provincial and municipal public security agencies [6] - The company is the only one to leverage its large model advantages to be listed in the "2024 Hurun China AI Companies 50" and has been included in the Hurun Global Unicorn List for five consecutive years [6] - According to IDC's "China Intelligent Customer Service Market Share Report (2024)," Zhongguancun KJ ranks fourth in the intelligent customer service sector and first among vertical large model vendors [6] Future Outlook - The company aims to continue deepening its "platform + application + service" strategy, focusing on vertical large models to provide Chinese solutions for global industrial intelligence [6]

Core Insights - The article discusses the transition of large models from a focus on parameter competition to a practical application in various industries, emphasizing the importance of integrating technology into real-world scenarios [1][2][10] - Companies are increasingly adopting vertical large models tailored to specific industries, moving away from generic models that lack depth in specialized fields [2][4][10] Group 1: Industry Trends - Leading companies are accelerating the penetration of large models into vertical industries, with examples including Huawei Cloud in steel manufacturing and Alibaba Cloud in mining [2][4] - The shift from "showcasing technology" to "practical application" is evident, as companies seek to address real business challenges rather than merely pursuing technical advancements [2][4][10] Group 2: Case Studies - The "Lingzhu Zhigong" model developed by Ningxia Jiaojian demonstrates a significant improvement in efficiency, achieving a 40% higher accuracy in specialized tasks compared to generic models [5][7] - Financial institutions are also benefiting from large models, with over 50% of China's top 100 banks partnering with Zhongguancun KJ to enhance service efficiency [7][8] Group 3: Strategic Approaches - Zhongguancun KJ's "platform + application + service" strategy aims to provide a comprehensive framework for the implementation of vertical large models, ensuring they are integrated into core business operations [9][10] - The focus on building cross-disciplinary teams and accumulating high-quality data is crucial for the successful deployment of AI technologies in various sectors [6][9] Group 4: Future Outlook - The integration of vertical large models is expected to transform industries by enhancing operational efficiency and driving innovation, marking a significant shift from experience-driven to data and AI-driven approaches [9][11] - The article concludes that the ongoing efforts in smart transformation will position the Chinese industry on a path toward high-end, intelligent, and green development [11]

Core Insights - The increasing scale of video data is crucial in various sectors such as financial services, law enforcement, government services, and industrial quality inspection [1] Group 1: Traditional Quality Inspection Challenges - Traditional quality inspection faces three major shortcomings: limited to fixed scenarios, high training costs due to extensive data collection, and low accuracy rates in certain scenarios [2] Group 2: Breakthroughs with Large Model Technology - The Dazhu Intelligent Quality Inspection System, based on large model technology, overcomes the limitations of traditional small models, offering broader detection capabilities without clear boundaries [3] - Cost efficiency is significantly improved as the universal model reduces data labeling requirements by over 90%, eliminating the need for individual training for each scenario [3] - The accuracy of quality inspection is notably enhanced, with the system achieving a 98.7% accuracy rate in identifying violations, thus shifting enterprises from reactive to proactive management [3] Group 3: Applications Across Various Sectors - Video quality inspection has extensive application value in law enforcement, government services, and security checks, accelerating its implementation in finance, retail, and public services [3] - In prison settings, large models assist in monitoring inmate behavior and identifying anomalies in real-time [3] - In port and factory environments, video models monitor production processes to preemptively warn of potential hazards [3] - Retail chains utilize video analysis for customer flow distribution and service detail optimization [3] - In financial live streaming, the system can identify and prevent regulatory risks by recognizing inappropriate language [3] Group 4: Evolution of Video Quality Inspection - As large model technology continues to evolve, video quality inspection is transitioning from a singular functional tool to a core infrastructure for digital management across industries, providing comprehensive, intelligent, and cost-effective solutions [4]