Core Viewpoint - The rise of AI-generated "mashup" videos is causing widespread concern due to copyright infringement risks and potential cognitive distortions for youth, necessitating urgent regulatory measures to establish compliance boundaries and content governance [1][9][10]. Group 1: AI Mashup Video Trends - AI technology is being misused to create altered videos of classic films and historical figures, leading to a surge in bizarre and humorous content that garners millions of views on short video platforms [2][4]. - The production of these videos often involves face-swapping, voice alteration, and script modification, aiming to create a stark contrast and curiosity effect to attract large audiences [4][6]. Group 2: Grey Industry Chain - A complete grey industry chain has emerged around AI mashup content, with low entry barriers attracting many profit-seekers, including the sale of tutorials and software for creating such videos [6][8]. - Tutorials are often sold at minimal prices, with claims that a small number of videos can generate significant views and income, enticing many newcomers to participate [6][8]. Group 3: Legal and Regulatory Concerns - Each participant in the AI mashup industry, from tool developers to content uploaders, faces legal risks related to copyright infringement, with potential criminal and civil liabilities [9][10]. - The National Radio and Television Administration has initiated a special governance action to address the proliferation of AI mashup videos, requiring platforms to enhance content review responsibilities and eliminate violations [9][10]. Group 4: Future Regulatory Framework - The regulatory approach is shifting from passive compliance to proactive prevention, with platforms required to establish comprehensive content governance mechanisms [10][11]. - Establishing clear identification, traceability, and copyright transaction mechanisms is essential for integrating technological innovation within legal frameworks, promoting a shift from "wild growth" to "regulated competition" in the AIGC industry [11].

Group 1 - The core viewpoint emphasizes the importance of strengthening intellectual property (IP) protection in emerging fields to drive innovation and economic growth, as outlined in the 2026 economic work priorities set by the Central Economic Work Conference [1] - The protection system for IP in emerging fields should encompass authorization, confirmation, enforcement, management, and utilization, tailored to the specific requirements of different industries [1][2] - Strategic emerging industries require enhanced IP protection to improve efficiency, while future industries need to secure competitive advantages through effective IP strategies [2] Group 2 - Different sectors, such as new energy and high-end equipment, have varying levels of IP strength and require tailored protection measures to enhance their development [2] - Future industries like the metaverse and artificial intelligence necessitate proactive IP protection to prevent monopolization by large enterprises and to foster innovation among small and medium-sized enterprises [2][3] - There is a need to improve the IP protection framework for underdeveloped areas within emerging fields, focusing on enhancing the willingness and capability of research institutions and enterprises to convert IP into practical applications [3] Group 3 - International cooperation in IP protection is crucial, particularly in trade and investment contexts, to safeguard national and business interests [3][4] - The optimization of global supply chains should leverage IP protection as a competitive tool, with a focus on improving the quality of IP held by domestic enterprises to enhance their competitive position [4] - The establishment of truly competitive innovative enterprises is essential for participating effectively in global supply chains, utilizing international IP rules for better market positioning [4]

Group 1 - The core issue is the rise of "AI-modified" videos that distort classic narratives, leading to a dilution of cultural values and historical significance [1][2] - The National Radio and Television Administration has initiated a month-long special governance action to address the "AI-modified" content, focusing on works based on classic literature, historical themes, and revolutionary figures [1] - "AI-modified" videos are created using generative AI tools, which transform classic characters and stories into lowbrow humor, undermining the original intent and cultural depth of these works [1][2] Group 2 - Commercial interests are driving the trend of "AI-modified" content, with some businesses selling tutorials that promise quick profits, while platform algorithms promote sensationalized content, creating a vicious cycle [2] - The proliferation of low-quality content is leading to a decline in the audience's patience for deep narratives, resulting in a more superficial and fast-paced internet culture [2] - The initiative by the National Radio and Television Administration aims to protect cultural heritage and intellectual property by curbing lowbrow modifications, emphasizing the need for responsible content creation and platform accountability [2]

英矽智能创始人、首席执行官兼首席商务官Alex Zhavoronkov博士表示："随着我们将生成式人工智能 更深入地融入药物研发的各个阶段，我相信制药超级智能的未来近在眼前，即AI智能体能够真正做出 决策并设计实验，形成推动药物研发更快、更智能、更安全的良性循环。" 英矽智能在人工智能驱动的肿瘤药物研发方面已建立起覆盖多种癌症适应症、兼具中度新颖机制与成熟 机制的肿瘤管线。其中，具有潜力成为同类最佳(best-in-class)疗法的泛TEAD抑制剂ISM6331以及 MAT2A抑制剂ISM3412，均已启动全球多中心I期临床试验。此外，公司还有四个肿瘤项目已全部或部 分对外授权给合作伙伴，相关I期临床试验正在稳步推进。 港股"AI制药第一股"英矽智能1月5日宣布，已与全球独立制药公司施维雅(Servier)达成了一项总金额达 8.88亿美元的研发合作。该合作将英矽智能人工智能驱动的药物研发平台与施维雅在抗肿瘤药物研发领 域的全球专业优势相结合，聚焦于创新抗肿瘤疗法的发现与开发。 根据协议，英矽智能将有资格获得最高3200万美元的首付款及近期研发里程碑付款，并将主导利用其人 工智能技术平台，发现并开发符合既定 ...

打响2026生物医药BD"第一枪"。 事实上， 除了此次与施维雅达成的最新合作，自2020年以来，英矽智能已凭借其AI平台实力和药物 研发专精构建了一个庞大的全球"朋友圈"，达成了数十项AI驱动的研发合作与管线授权。其合作模 式呈现出多维度、高价值的特点。 本文为IPO早知道原创 作者｜ Stone Jin 微信公众号｜ipozaozhidao 据IPO早知道消息，英矽智能于2026年1月5日宣布与一家由基金会管理的全球独立制药公司施维雅 （Servier）达成一项总金额达8.88亿美元的研发合作。该合作将英矽智能人工智能驱动的药物研发 平台与施维雅在抗肿瘤药物研发领域的全球专业优势相结合，聚焦于创新抗肿瘤疗法的发现与开发。 根据协议，英矽智能将有资格获得最高3200万美元的首付款及近期研发里程碑付款，并将主导利用 其人工智能技术平台，发现并开发符合既定标准的潜在候选药物；施维雅将共同承担研发成本，并主 导后续临床验证及商业化进程。 值得注意的是，这也是 2026年生物医药领域首单大金额BD。 施维雅研究所执行董事Christophe Thurieau表示， "此次合作彰显了施维雅致力于运用尖端技术解 决尚未 ...

人机信任的二元悖论：青年群体在"求真"与"求暖"之间摇摆 编者按 当前，以大语言模型为代表的生成式人工智能（AIGC）正以前所未有的深度和广度融入社会，特别是 对作为互联网原生代的青年群体产生了深刻影响。青年不仅是AIGC技术最活跃的使用者，其思维方 式、信息获取习惯、价值观念乃至情感模式，也在与新技术的互动中被重塑。 中国社会科学院新闻与传播研究所国家重点社科项目基金课题组和中国青年报社联合发布"生成式人工 智能与青年价值观塑造"相关调研报告，以期通过调查研究和深度解读，更好关注数智时代青年群体所 面临的问题，并提出具有建设性意义的解决方案。 在数智时代，青年正以敏锐的触角，推动生成式人工智能从技术概念向日常生活深度渗透。课题组通过 面向约3000名18-35周岁青年的调研，发现生成式人工智能在青年群体中的渗透率已达51.8%，并呈现出 鲜明的双重属性：它不仅是提效工具（71.7%），更演变为用户寻求慰藉的"亲密他者"（16.5%）。这 种触手可及的陪伴，究竟是治愈孤独的良药，还是制造封闭的幻象？ 算法之镜：青年情感投射与"理想客体"的数字建构 在社会加速与个体原子化的双重压力下，越来越多的青年开始将情感需 ...

Core Viewpoint - The article highlights the recent announcement by the Beijing Cyberspace Administration regarding the registration of generative AI services, specifically noting the successful registration of the AI model "Zhiwa" developed by Turing Robot (Beijing Guangnian Infinite) for the education sector [1][4]. Group 1: Registration Details - Four new entities have been registered for generative AI services, including Turing Robot's "Zhiwa" [1][2]. - The registration details include the model names, registration units, and corresponding registration numbers for each entity [2]. Group 2: Zhiwa AI Model - The "Zhiwa" AI model is built on a vast amount of high-quality educational data, enabling applications in personalized education and emotional companionship [4]. - The company plans to comply with the "Artificial Intelligence Generated Content Identification Measures" by adding identification for generated content, ensuring high-quality AI educational services [4]. Group 3: Company Overview - Beijing Guangnian Infinite (Turing Robot) is a leading AI embodiment intelligence research and development company, with a mission to provide personalized AI robots for everyone [6]. - The company's core products include the Turing Robot development platform, Turing OS for AI hardware, and Turing Smart Learning, which serves over 200,000 students in K12 education [7].

Core Insights - The article emphasizes the importance of Generative Engine Optimization (GEO) for startups to stand out in a competitive landscape, especially as the market for generative SEO is projected to reach 48 billion yuan by 2025, growing at 67.8% year-on-year [1] - The shift from traditional SEO to generative SEO is highlighted, with over 42% of outbound companies increasing their GEO investment to over 40% of their marketing budget [1] Market Transition - The generative SEO industry has moved from a "technology trial" phase to a critical "business closure" phase, with the global AI search user base surpassing 1.5 billion [2] - The focus has shifted from "technical realization" to "compliance adaptation and profitability," with vertical scene service revenue expected to account for 70.8% of the overall market by 2025 [2] Industry Challenges - The GEO service industry faces multiple challenges, including compliance, effectiveness, and cost, with an average penalty for violations reaching 500,000 yuan [2] - Nearly 60% of startups find it difficult to quantify the immediate returns on GEO investments, and over 70% are concerned about their investments being consumed by "technical black boxes" [2] Evaluation Criteria - Startups are advised to evaluate GEO service providers based on four core dimensions: depth of technology self-research, understanding of vertical industries, compliance assurance capabilities, and commercial value conversion systems [2] - Effective service providers should offer a transparent attribution system that connects optimization results to business growth rather than vague promises of "exposure enhancement" [2] Service Provider Landscape - Five representative GEO service providers in Shanghai are analyzed, each with unique positioning: - Dreamxin Technology focuses on lightweight GEO solutions for early-stage tech startups, achieving a 68% citation rate for a biotech startup's core patent technology [5] - Yitang Network Technology specializes in lightweight cross-border GEO, with a 220% increase in AI recommendation traffic for a cross-border DTC brand [6] - Shanghai Chenhao Information Technology empowers hard tech companies with a 91% client renewal rate and improved accuracy in AI responses [6] - Zhiyu Innovation helps consumer brands establish authority in the AI ecosystem, increasing the adoption rate of health claims from 28% to 76% [6] - Yunsi Intelligent focuses on compliance, achieving a 150% increase in media citation rates while maintaining zero violation records [6] Procurement Guide - Startups are recommended to follow a "four-step method" for GEO service procurement, ensuring precise resource allocation [10] - The steps include self-diagnosis of needs, verification of technical capabilities and compliance, review of case studies and effect attribution, and consideration of flexible cooperation models [10][11] Future Trends - The GEO service industry is expected to evolve from pure technical optimization to ecological adaptation, with trends including further segmentation of vertical scenes and the upgrade of technology to "general intelligence" by 2026 [11] - Startups are advised to choose service providers based on their current stage, with specific recommendations for lightweight services, cross-border capabilities, and compliance-focused partners [11]

撰文丨王聪 编辑丨王多鱼 排版丨水成文 该研究受 生成式人工智能 （generative AI ） 的启发，提出了 一种通用于 DSA 设备的 生成式人工智能低 剂量成像系统 —— GenDSA 。 该系统生成的 DSA 视频序列仅需使用 1/3 的扫描帧率就能生成与全帧率 几乎一致的视频序列。 使用 GenDSA 系统后，辐射剂量可降低至临床现有方案的 1/3，而不影响临床诊疗 效率 。 数字减影血管造影 （ Digital subtraction angiography， DSA） 设备广泛应用于多种疾病的介入治疗指 导，全球每日接受该检查的患者超过 10 万人次。然而，此类操作每次都需要多次扫描，会使患者及医务人 员暴露于 电离辐射 ，增加健康风险。尽管已有多种低剂量 DSA 成像技术被提出，但均未经过前瞻性临床 验证。 2026 年 1 月 2 日，华中科技大学同济医学院附属协和医院 郑传胜 、华中科技大学电子信息与通信学院 王兴刚 、武汉大学计算机学院 杜博 、 华盛顿大学医学院 朱成成 、 华中科技大学同济医学院附属协和医 院 阚雪锋 、 赵 煌旋 等人在 Nature Medicine 期刊发表 ...

转自：成都日报锦观 唐僧买保险 刘备卖假鞋 "AI魔改"荒诞视频何时休？ 图为央视截屏。 ●此类魔改视频不仅涉嫌侵犯著作权、肖像权，同时还挤压优质原创空间，对影视作品的艺术价值及创作生态产生巨大伤害。涉及传统文化内 容的传播、包括价值观的传播，经过魔改后，很可能就面目全非了 ●专项治理重点清理基于四大名著、历史题材、革命题材、英模人物等电视剧作品进行"AI魔改"的下列视频： 严重违背原作精神内核和角色形象，颠覆基本认知，解构普遍共识； 内容渲染血腥暴力、猎奇低俗，宣扬错误价值观，违背公序良俗； 存在对中华文化挪用、篡改的突出问题，导致对真实历史时空、中华文明标识产生明显错位认知，冲击文化认同； 同步清理将少年儿童所熟知、所喜爱的动画形象进行改编生成的各类邪典动画 如果您经常刷短视频，可能刷到过这样的画面：唐僧不取经了，开始和女儿国国王讨论保险理赔；关羽不再过五关斩六将，而是因为买到假 皮鞋找刘备维权。一段时间以来，经典影视剧被"AI魔改"的荒诞剧情，快速在网络蔓延。 近日，国家广播电视总局在全国范围内启动了为期一个月的"AI魔改"视频专项治理行动。此次治理的重点非常明确——基于四大名著、历史 题材、革命题材、 ...