Group 1 - The event "2026 Harvest China - Inner Mongolia Station and Inner Mongolia Online New Year Goods Festival Kuaishou Selection Conference" was organized by Hohhot Municipal Bureau of Commerce to promote local specialty products and expand sales channels [1] - Over 50 quality enterprises participated, showcasing more than 100 high-quality green products from Hohhot, including compound seasoning products, gift boxes, sea buckthorn beverages, and beef products [3] - The "Harvest China" initiative is a significant IP launched by Kuaishou E-commerce in 2026, aiming to support local economic development through collaborations with top Kuaishou influencers [5] Group 2 - The event facilitated initial cooperation intentions between over 30 enterprises and influencers, effectively linking precise marketing resources [3] - Kuaishou's advantages in short videos and live streaming were leveraged to help enterprises understand new support policies and learn e-commerce operational skills [5] - The Hohhot Municipal Bureau of Commerce plans to continue building e-commerce promotion platforms to help more local quality products reach the national market [5]

当前，AI视频生成领域普遍面临动态效果生硬、风格一致性差、复杂指令响应不足等痛点。针对这些 难题，新一代创意生产力平台——可灵AI(Kling AI)通过底层技术突破实现了视频生成能力的全方位升 级。可灵AI的核心竞争力源于四大技术维度的创新突破。在模型设计上，采用类Sora的DiT结构，以 Transformer替代传统U-Net架构，解决了卷积网络在复杂任务中"感受野与定位精度不可兼得"的局限， 同时对隐空间编解码、时序建模模块进行升维优化；创新研发计算高效的3D Attention全注意力机制作 为时空建模模块，既能精准捕捉复杂运动轨迹，又能兼顾运算成本，让视频动态效果更自然。在数据保 障层面，构建精细化标签体系筛选训练数据，研发专用视频描述模型生成结构化文本，大幅提升模型对 文本指令的响应准确度，避免"文本与视觉脱节"问题。计算效率上，摒弃行业主流的DDPM方案，采用 传输路径更短的flow模型作为扩散模型基座，在保证生成质量的同时提升运算速度。能力扩展方面，支 持直接处理不同长宽比数据以保留原始构图，研发自回归视频时序拓展方案应对数分钟长视频生成需 求，还可接入相机运镜、帧率、边缘/深度信息等多类控 ...

花旗发布研报称，快手-W(01024)很可能于3月底左右公布业绩，预计其收入及调整后盈利大致符合市场 预期。鉴于当前政策发展及高基数效应，该行维持预测其商品交易总额(GMV)增长在2025年第四季度将 放缓至13%。人工智能带来的效率提升，以及短剧、漫剧和迷你游戏等垂直领域的优异表现，预计将推 动内地广告业务。花旗预计，可灵AI全年收入将录得强劲同比增长。该行将可灵AI良好的增长势头纳 入估值模型，并将目标价从88港元上调至95港元，评级"买入"。 在核心业务展望方面，花旗预计直播电商增长在2026年仍将快于传统电商平台。该行认为，快手将持续 加强对KOL及货架电商的流量支持，以驱动GMV增长，同时继续完善人工智能工具以提升广告效率。 该行预测，快手第四季度总收入同比增长9.6%至388亿元人民币(下同)，与市场共识一致，增长驱动力 来自广告及其他服务，预计分别录得同比升12%及升22.5%，以假设GMV同比增长13%计。得益于旺季 期间收入结构向广告和电商倾斜，毛利率预计将从第三季度的54.7%上升至55.5%；而由于人工智能研 发成本增加，调整后经营利润率估计为16.1%，调整后盈利预计为54亿元，符合市 ...

智通财经APP获悉，花旗发布研报称，快手-W(01024)很可能于3月底左右公布业绩，预计其收入及调整 后盈利大致符合市场预期。鉴于当前政策发展及高基数效应，该行维持预测其商品交易总额(GMV)增长 在2025年第四季度将放缓至13%。人工智能带来的效率提升，以及短剧、漫剧和迷你游戏等垂直领域的 优异表现，预计将推动内地广告业务。花旗预计，可灵AI全年收入将录得强劲同比增长。该行将可灵 AI良好的增长势头纳入估值模型，并将目标价从88港元上调至95港元，评级"买入"。 该行预测，快手第四季度总收入同比增长9.6%至388亿元人民币(下同)，与市场共识一致，增长驱动力 来自广告及其他服务，预计分别录得同比升12%及升22.5%，以假设GMV同比增长13%计。得益于旺季 期间收入结构向广告和电商倾斜，毛利率预计将从第三季度的54.7%上升至55.5%；而由于人工智能研 发成本增加，调整后经营利润率估计为16.1%，调整后盈利预计为54亿元，符合市场共识。 在核心业务展望方面，花旗预计直播电商增长在2026年仍将快于传统电商平台。该行认为，快手将持续 加强对KOL及货架电商的流量支持，以驱动GMV增长，同时继续完善 ...

Core Viewpoint - Citigroup's report indicates that Kuaishou is likely to announce its earnings around the end of March, with a projected year-on-year revenue growth of 9.6% to 38.8 billion yuan for the fourth quarter, aligning with market consensus [1] Revenue Growth - The revenue growth drivers are identified as live streaming, advertising, and other services [1] - The revenue structure is expected to shift towards advertising and e-commerce during the peak season, leading to an anticipated increase in gross margin from 54.7% in the third quarter to 55.5% [1] AI Revenue - Citigroup forecasts that Kuaishou's AI revenue will experience strong year-on-year growth throughout the year [1] Target Price Adjustment - The positive growth momentum of Kuaishou's AI has been incorporated into the valuation model, resulting in an increase of the target price from 88 HKD to 95 HKD, with a "Buy" rating assigned [1]

Core Insights - The theme of this year's New Year goods festival by Kuaishou E-commerce is "Good New Year Goods, Real Savings," focusing on encouraging platform hosts to engage in source tracing live broadcasts to showcase the origin, craftsmanship, and real scenes of New Year goods [1][11] - Source tracing has become a significant component of the New Year goods festival content, enhancing the live broadcast experience and aligning with consumer demands for "reassurance, authenticity, and quality" [1][11] Group 1 - Kuaishou E-commerce will support more hosts to visit industrial belts for source tracing, creating content-rich live broadcasts that tell stories about New Year goods [1][11] - Host @Dandan will start a source tracing live broadcast on January 30, focusing on specialty New Year goods from Inner Mongolia, including beef and dairy products [1] - Host @Xiaoyu will conduct a source tracing live broadcast on January 30 in Lianyungang, showcasing seafood New Year goods like lobster tails and large shrimp, detailing the production and quality standards [4] Group 2 - Host @Durian Uncle will begin a source tracing live broadcast on January 29 at a blueberry plantation, explaining how environmental factors affect the taste and quality of blueberries [7] - Blueberries have become a popular choice for New Year gatherings, and source tracing content enhances the credibility of this selection for consumers [8] - Kuaishou E-commerce aims to integrate quality influencer resources and regional specialty products through its annual marketing IP "Harvest China," promoting source tracing live broadcasts to connect local products with consumers [11]

Group 1 - Kuaishou e-commerce launched the "Harvest China" IP series in Hohhot, Inner Mongolia, as part of its 2026 strategic plan, aiming to enhance local economic development through monthly events [1] - The first event in Hohhot focuses on connecting local products with quality influencers to explore new sales opportunities [1] - The Inner Mongolia online New Year goods festival and Kuaishou dual selection event were initiated to promote local agricultural and livestock products through live streaming [3] Group 2 - Four key local enterprises participated in the dual selection event, facilitating face-to-face discussions with Kuaishou influencers to meet live streaming collaboration needs [3] - The dual selection event serves as a bridge for Inner Mongolia enterprises to connect with top influencers and quality platforms, laying a solid foundation for sales growth during the New Year festival [3] - A special live streaming event for Inner Mongolia products is scheduled for January 30, aiming to reach millions of consumers nationwide [3] Group 3 - The Inner Mongolia Business Port Bureau plans to deepen strategic cooperation with Kuaishou and other e-commerce platforms to secure more live streaming events and resource allocation [8] - The initiative aims to integrate local特色产业 with e-commerce, promoting high-quality development and rural revitalization [8]

快手-W(01024)涨超4%，截至发稿，涨4.51%，报82.35港元，成交额29.05亿港元。 消息面上，据晚点此前独家调研数据，快手旗下可灵AI的月活跃用户数在2026年1月已突破1200万；截 至2026年1月20日，可灵App端付费用户规模环比增长达350%，1月的日均收入较12月日均高出约30%。 2025年，可灵全年收入预计将达到1.4亿美元，远超快手在2025年初定下的6000万美元收入目标。而最 近刚刚上市的大模型公司Minimax 旗下同类型产品海螺 AI 2025 年1月-9 月的收入为1746万美元，该公 司现总市值已超1500亿港元。 瑞银认为，可灵正在逐步突破专业用户圈层，向更广泛的大众用户渗透。该行认为，这一趋势有助于进 一步扩大用户基数，并提升商业化的规模化能力。瑞银将2026年可灵收入预测上调至23亿元人民币，同 比增长128%。招商证券国际也表示，若AI促进商业化变现得到进一步变现，快手主业有望迎来重估。 现快手旗下可灵的市场估值普遍为20-30倍市销率，相较港股上市同业及美国领先AI公司具有吸引，且 可灵具有客观收入规模和高速增长。 ...

消息面上，据晚点此前独家调研数据，快手旗下可灵AI的月活跃用户数在2026年1月已突破1200万；截 至2026年1月20日，可灵App端付费用户规模环比增长达350%，1月的日均收入较12月日均高出约30%。 2025年，可灵全年收入预计将达到1.4亿美元，远超快手在2025年初定下的6000万美元收入目标。而最 近刚刚上市的大模型公司Minimax 旗下同类型产品海螺 AI 2025 年1月-9 月的收入为1746万美元，该公 司现总市值已超1500亿港元。 瑞银认为，可灵正在逐步突破专业用户圈层，向更广泛的大众用户渗透。该行认为，这一趋势有助于进 一步扩大用户基数，并提升商业化的规模化能力。瑞银将2026年可灵收入预测上调至23亿元人民币，同 比增长128%。招商证券国际也表示，若AI促进商业化变现得到进一步变现，快手主业有望迎来重估。 现快手旗下可灵的市场估值普遍为20-30倍市销率，相较港股上市同业及美国领先AI公司具有吸引，且 可灵具有客观收入规模和高速增长。 智通财经APP获悉，快手-W(01024)涨超4%，截至发稿，涨4.51%，报82.35港元，成交额29.05亿港元。 ...

Core Viewpoint - UBS has raised its valuation and target price for Kuaishou due to strong commercialization progress of its AI product, Keling AI, expected to reach significant revenue growth by early 2026 [1][2] Group 1: Keling AI Performance - Keling AI's annual recurring revenue (ARR) is projected to reach $240 million by December 2025, with January 2026 daily revenue increasing by approximately 30% compared to December 2025 [1] - Keling AI's monthly active users (MAU) surpassed 12 million in January, with a 350% quarter-over-quarter growth in paid users [1] Group 2: Product Development and User Engagement - Recent product iterations, including the unified multimodal video model Keling O1 and the Keling 2.6 model with "audio-visual synchronization" capabilities, have contributed to Keling AI's success [1] - The introduction of action control features allows users to create videos with precise movements and expressions, lowering the usage barrier and enhancing organic discussions around the product [1] Group 3: Market Potential and User Base Expansion - UBS estimates the potential global user base for video generation AI to be between 90 million and 140 million, corresponding to an annual revenue potential of $11 billion to $23 billion, indicating a low current industry penetration rate [2] - Keling's user base is expanding beyond professional users to a broader audience, which is expected to enhance its commercialization capabilities [2] Group 4: Financial Projections and Ratings - UBS has raised its revenue forecast for Keling to 2.3 billion RMB for 2026, reflecting a 128% year-over-year growth [2] - UBS maintains a "Buy" rating for Kuaishou and has increased its target price from 95 HKD to 108 HKD, primarily due to the enhanced valuation of Keling [2] - The core business of Kuaishou, excluding Keling, is expected to continue showing steady growth in revenue and operating profit through 2026, with current valuation levels remaining attractive compared to peers [2]