近日在人工智能浪潮席卷各行业的当下，未可知人工智能研究院于近日举办的企业AI 战略落地工作坊第一天晚上场活动成功落下帷幕。本次工 作坊聚焦于企业 AI 解决方案的前沿进展、部署案例以及落地研讨，吸引了众多企业代表和行业专家的积极参与，共同探索 AI 技术在企业中的 深度应用与价值创造。 一、AI 智能体赋能企业价值 此外，扣子空间的 MCP 调用功能允许 Agent 在执行任务时调用外部服务，如"高德地图"MCP，进一步拓展了其应用边界。专家应用模块则 为企业提供了专业领域的深度应用，如"华泰 A 股观察助手"，助力企业获取精准的行业洞察。 三、从传统业务中孵化 AI 解决方案 工作坊伊始，张孜铭副院长深入剖析了大模型和AI 智能体为企业带来的多维度价值。从自动化重复性任务、优化工作流程，到业务流程再造， AI 技术助力企业实现效率提升与成本优化。 同时，在知识管理与复用方面，企业知识库构建、多业务系统数据整合以及知识的快速查询和高效复用成为可能。数据驱动的决策与洞察也因 AI 而更加精准，企业数据的二次挖掘、历史数据归纳总结以及未来发展预测预警为企业决策提供有力支持。 此外，生成式内容创作、虚拟助手与智能工 ...

Core Viewpoint - The workshop organized by the Unknown AI Research Institute focused on the application of AI in marketing, aiming to help companies leverage AI technology to enhance market competitiveness [1][14]. Group 1: AI in Advertising Marketing - AI-generated content (AIGC) has a broad application prospect, primarily in the graphic and text fields, but is rapidly penetrating more areas [3]. - AI technology aids companies in market insights, enabling data-driven problem identification and resolution for precise marketing strategies, including product selection, audience targeting, creative production, and media selection [3]. Group 2: AI in Marketing Content Generation - AI can automatically generate various forms of marketing content based on user needs and interests, including text, video, and images, significantly saving time and labor costs [5]. - The use of tools like DeepSeek and Xunfei can quickly produce high-quality marketing copy and visual content [5]. Group 3: AI in Short Video and Live Marketing - AI video generation tools such as Keling AI and Jimeng AI can create creative videos through simple prompts, enhancing the production of engaging short video content [9]. - The workshop covered the application of digital humans in live marketing, allowing companies to choose different digital personas, scripts, and live scenarios [12]. Group 4: Practical Experience and Interaction - The workshop included practical exercises where participants used various AI tools to generate marketing content, experiencing the actual application value of AI in marketing [13]. Group 5: Supporting Digital Transformation of Enterprises - The Unknown AI Research Institute is committed to promoting the application and development of AI technology across industries, providing valuable learning and exchange opportunities for companies [14]. - The successful hosting of the workshop lays a solid foundation for companies' marketing transformation in the AI era [16].

近日，未可知人工智能研究院成功举办了民营企业家AI战略工作坊，吸引了众多民营企业家的积极参与。本次工作坊聚焦于生成式AI与提示词 工程的基本原理、AI提示词实用技巧与工作应用，以及AI办公工具协同提升组织效能，旨在帮助民营企业家更好地理解和应用AI技术，提升企 业竞争力。 一、深度解析生成式AI与提示词工程 工作坊 第一天上午，未可知人工智能研究院副院长张孜铭先生为企业家们带来了精彩的分享。张副院长首先深入解析了生成式AI与决策式AI的 区别，指出生成式AI的核心在于生成新的内容，如AI绘画、生成对话等，而决策式AI则更关注如何做出满意决策，如人脸识别、风险管理等。 他还回顾了生成式AI的发展脉络，从早期的萌芽阶段到如今的快速发展，强调了技术进步对AI应用的推动作用。 在AI提示词技巧方面，张副院长详细介绍了提示词工程的重要性，并分享了多种实用技巧。他指出，提示词（Prompt）是为AI模型提供的输 入，通过设计和调整输入，可以有效改善模型性能、控制生成结果。他介绍了经典提示词框架如CO-STAR、TCREI、CRISPE等，并通过实际 案例展示了如何运用这些框架来优化AI生成内容。他还分享了如何通过符号划重 ...

Group 1 - The "Science Communication Partner Program" aims to accelerate technological collaborative innovation, build scientific communication resources, and disseminate scientific achievements [2][3] - The program seeks to gather outstanding science communication talents nationwide, creating a matrix of science communicators to enhance public scientific literacy [3] Group 2 - Dr. Du Yu, a core member of the Unknown Artificial Intelligence Research Institute, has made significant contributions to AI theoretical research and application development, publishing multiple high-impact papers in top academic journals [5] - Dr. Zhang Ziming specializes in AI algorithm optimization and high-performance computing, leading his team to overcome technical challenges and promote AI technology applications across various fields [8] - Dr. Wu Xiaonan focuses on AI ethics and sustainable development, exploring the social impacts and ethical issues of AI technology from multidisciplinary perspectives [11] Group 3 - The recognition of the three experts as "Science Communication Talents" reflects their contributions to science communication and acknowledges the efforts of the Unknown Artificial Intelligence Research Institute in promoting scientific dissemination [12] - The Unknown Artificial Intelligence Research Institute plans to continue supporting the three experts in their science communication activities and strengthen collaborations with Zhejiang Province Science Communication Center and Zhejiang TV [12]

Core Viewpoint - The integration of AI in the education sector can significantly enhance operational efficiency and content production, addressing key pain points faced by educators [3][4][8]. Group 1: AI's Impact on Education Operations - Educators spend an average of 8 hours per week on administrative tasks, which can be reduced by 300% using AI tools [3]. - The "Lego-style content production" concept allows for modular content creation, enabling personalized learning plans and efficient lesson preparation [3][4]. - AI tools can automate the generation of various educational materials, such as customized exercise sets and promotional content, drastically reducing preparation time from a week to just two hours [3][4]. Group 2: Practical Applications of AI in Education - AI can automatically generate parent meeting speeches and analyze student behavior data for reporting [4]. - Intelligent scheduling systems can prevent time conflicts, effectively acting as an AI assistant for teachers [4]. - The establishment of an intelligent material library allows for automatic updates of course materials [4]. Group 3: Future Trends in AI and Education - The training highlighted three major trends in the integration of AI and education, indicating a growing interest in this area among educational institutions [7]. - Over 120 professionals from more than 50 educational organizations participated in the training, showcasing the demand for AI-driven solutions in the education sector [7]. - The future of education will be defined by AI-enhanced teaching methods, emphasizing that AI will not replace teachers but will redefine their roles [8].

Core Viewpoint - The presentation by Chen Jin at the "China AI Digital Ecology Conference" highlighted the trends and entrepreneurial opportunities in the AIGC (Artificial Intelligence Generated Content) market, emphasizing the transformative impact of AIGC across various sectors, particularly in healthcare and content creation [1][3][5]. Group 1: AIGC Market Trends - AIGC technology is evolving from text generation to encompass images, videos, and audio, indicating a revolutionary change in the content creation industry [3]. - The complete AIGC industry chain was presented, illustrating the progression from foundational technology development to practical industry applications [3]. Group 2: AIGC in Healthcare - AIGC is innovatively applied in the healthcare sector, with examples like "Zijing AI Doctor" showcasing how AI enhances diagnostic capabilities and optimizes workflows for healthcare professionals [5]. - AI technologies, such as the "Emohaa" emotional recognition system, are providing unique value in mental health by offering timely psychological support [5]. Group 3: Entrepreneurial Opportunities - Chen Jin analyzed the commercial potential of AIGC in areas like content creation, digital marketing, and virtual human development, indicating a significant growth window for domestic entrepreneurs with the rise of tools like DeepAI and Keling AI [7]. - Entrepreneurs are encouraged to explore opportunities in AIGC content detection and related services, which are becoming increasingly relevant [7]. Group 4: Future Directions - The Unknowable AI Research Institute aims to continue fostering innovation and application of AI technologies, planning to host more industry exchange activities to explore the limitless possibilities of AI [9].

Group 1 - The core viewpoint of the article emphasizes the importance of integrating cutting-edge technologies like artificial intelligence with the real economy to drive high-quality development [1][3]. - The signing of a strategic cooperation agreement at the New Quality Productive Forces Development Conference marks a significant step for the Unknown AI Research Institute in the industrialization of AI technology [3]. - The lecturer Wang Yun highlighted that AI is becoming the core engine of new productive forces, aiming to empower traditional industries and foster emerging business formats through technological innovation [3]. Group 2 - The development of new productive forces relies on technological innovation and industrial collaboration, with the Unknown AI Research Institute planning to deepen cooperation across various sectors following the recent signing [5]. - The institute will continue to leverage its technological advantages to promote the deep application of AI solutions in vertical industries, particularly in areas like intelligent manufacturing, smart healthcare, and legal services [3][5].

面对AI与法律融合的未来趋势，王芸提出了 "人机协作"的创新发展路径 。她强调，AI不会完全取代律师，而是将成为法律工作者的智能助 手。通过AI处理标准化、重复性工作，律师可以将更多精力投入到需要专业判断和人文关怀的核心业务中，实现法律服务质量和效率的双重提 升。 在培训的最后环节，王芸也坦诚探讨了 AI技术应用面临的挑战 ，包括数据隐私保护、算法偏见防范等技术伦理问题。她呼吁法律界与技术界 加强合作，共同推动建立行业标准和监管框架，确保AI技术在法律领域的健康发展。 近日， 未可知人工智能研究院讲师王芸受邀为北京盈科律师事务所丰台总部带来了一场题为《AI大模型重塑法律服务未来》的专题培训。 在 这场面向法律专业人士的深度分享中，王芸系统剖析了AI大模型技术对法律服务行业的革新影响，为与会者呈现了一场技术与法律融合的思想 盛宴。 培训伊始， 王芸从技术底层逻辑切入，深入解析了通用大模型与垂直法律大模型的本质区别。 她指出，像ChatGPT这样的通用大模型虽然具 备强大的自然语言交互能力， 但在处理专业法律问题时精准度有限。 相比之下，得理法律、法信基座等垂直法律大模型通过整合专业法律知 识库和案例数据，能够实 ...

此次分享会旨在帮助 古蔺县机关党建 工作人员深入了解人工智能技术在办公领域的应用，提升工作效率，推动区域数字化转型。 张孜铭老师作为 人工智能领域的资深专家 ，拥有丰富的学术背景和实践经验。他不仅是北京大学管理学硕士、新加坡国立大学金融工程 硕士，还担任《AIGC：智能创作时代》一书的作者，参与了多项国家级人工智能标准的起草工作。 在分享会上，张老师深入浅出地介绍了 人工智能的发展历程、技术原理以及在不同行业的应用案例 ，让在场的政府工作人员对AI有了更 全面、更深刻的认识。 在分享过程中，张老师着重讲解了 AI在办公场景中的应用 。他指出，随着人工智能技术的不断进步，AI工具已经能够帮助人们高效完成 文本生成、数据处理、图像设计等任务。 近日， 未可知人工智能研究院副院长张孜铭老师受邀前往上海交通大学四川研究院 ，为古蔺县"党建赋能 服务百强县"机关党建工作培 训班开展了一场以"DeepSeek实践工作坊：生成式人工智能本地化部署及AI agent创建 "为主题的分享会。 例如，通过AI生成PPT，可以在短时间内快速生成高质量的演示文稿，大大节省了制作时间；利用AI处理Excel数据，能够快速进行数据 分析 ...

在一份名为"顶尖精益 AI Native 公司排行榜"的名单中，细致罗列了 31 家团队规模不大（<50 人），却营 收可观（ARR>500 万美元）的初创公司。这份名单中我们看到了不少熟悉的名字。 . 创始人是高中生的食物热量扫描工具 Cal AI，初始团队规模仅 4 人，ARR 已达 1200 万美元； . 华人团队创立的视频生成和图片生成平台 OpenArt 仅 8 名员工，同样达到了 1200 万美元的 ARR； . 通讯应用 Telegram 的 AI 含量不够却被破例纳入榜单，其以 30 名员工撬动了 10 亿美元的年收入，人 均年收入 3333 万美元，被视作小团队的绝对标杆。 名单里的部分数据虽然不是十分准确，如 Cal AI 的团队成员已增长至 15 人，但其指向的趋势却非常明 显，AI 时代更多小团队有机会"以小搏大"，并最终拿到结果。 白鲸编辑部对其进一步统计后发现，截至 4 月 14 日上榜的 31 家公司来自多个不同领域，热门赛道包 括 AI 图像、AI 教育、AI 视频、AI 编程等，近一半尚处于 A 轮之前的早期融资轮次，其中 「Midjourney」、「SubMagic」、「A ...