22/23赛季从埃利奥特基金收购球队后，首个夏窗的主要投资是德凯特拉雷，比利时人以3750万欧元从布鲁日加盟。

1、KOK官方 只有长期深耕一个领域，积累行业 know-how，理解工作流的每一个细节，才能建立用户愿意付费的价值。

阶跃星辰董事长印奇有一个精准的比喻：“在旧系统上给智能体开一扇门，它永远是访客；为智能体盖一座专属运行环境，它才能成为真正的原住民。KOK官方一个瘫痪患者不必移动鼠标，只要产生“移动光标”“抓住水杯”的意图，系统就有机会替他完成动作。

2、缺席15个月、外界都在怀疑，罗德里用一座世界杯金球奖回应了所有人

梅西被彻底锁死，亚马尔也哑了火，足球世界里最重要的一场比赛，逐渐拧成了一个谁都无法解开的死结。

3、埃弗顿女足官宣：重伤中场霍尔姆高签下一年新合同

The crowded, snake-like queue at WAIC led to a single attraction: an AI guitar capable of "improvisational jamming." During the 2026 World Artificial Intelligence Conference (WAIC), the annual updated edition of the Tianpule AI Guitar made its public debut. Over the same period, Quwan Technology, the parent company behind the instrument, released the Tianpule Large Model V4.7, pushing music-focused foundation models toward a new frontier where they can "understand revision feedback." It was unmistakable to anyone on the floor that this year’s WAIC generated unprecedented buzz. Yet the AI industry itself, having weathered countless hype cycles and technical trends, is bidding farewell to the hollow "compute arms race." The commercial value of large models is finally being realized within vertical, domain-specific scenarios. Industry observers are increasingly turning their focus toward a path distinct from general-purpose large language models: vertical integration. Compared with tech giants basking in haloed reputations and star AI startups boasting eye-watering valuations, vertical AI developers have quietly stepped into the center stage of the AI era. Grounded in user scenarios and equipped with self-sustaining revenue capabilities, they have emerged as pragmatic, viable models for the industry. By anchoring its strategy strictly on AI music and AI voice, and extending those capabilities into AI hardware, Quwan Technology offers a compelling case study of this trajectory. Bidding Farewell to the Compute Arms Race: A New Narrative in Vertical AI Commercialization The standard competitive posture in the large-model arena has long been a classic arms race: parameter count, context window length, and multimodal capabilities served as explicit metrics of a company’s worth. By this year, however, this model of horizontal expansion has hit diminishing marginal returns. On one hand, general-purpose models suffer from worsening homogeneity, and products that rely solely on model API outputs struggle to build user stickiness. On the other hand, as AI penetrates deep into everyday life rather than acting merely as a productivity tool, technology must be embedded into concrete scenarios to solve real pain points. Quwan Technology abandoned the illusion of building a jack-of-all-trades general platform, choosing instead to double down on two vertical domains characterized by high emotional value and dense interaction: AI music and AI voice. Though operating in different tracks, their underlying logic is remarkably similar: humanity’s most natural, non-textual modes of expression have long been constrained by professional barriers, and both possess an inherent capacity to stretch from digital content into physical hardware. The foundation of Quwan’s AI music ecosystem is the proprietary Tianpule Large Model. Steering clear of open-source fine-tuning, Quwan built the model from scratch to optimize for real-time interaction, laying the groundwork for a conversational creative experience powered by AI agents. During WAIC 2026, Quwan rolled out Tianpule Large Model V4.7, making AI-generated music far easier to control and iterate upon. Across two evaluation frameworks, Meta Audiobox Aesthetics and SongEval, V4.7 earned high marks in metrics such as content enjoyment, memorability, and vocal clarity, while ranking in the top tier for musicality, coherence, and naturalness. V4.7 powers Tunee, Quwan’s conversational music creation agent. This "conversation as creation" interaction model represents a true breakthrough in its capacity for proactive co-creation. Moving beyond passive "one-click generation" tools, Tunee acts more like a patient, music-savvy collaborator. Since its official launch last September, Tunee’s official website has maintained over a million monthly visits, making it one of the fastest-growing breakout products in China’s AI agent space. What has truly commanded the industry's attention, however, is the Tianpule AI Guitar. As a pioneer in the global generative AI guitar category, it was the first to embed an AI music foundation model into a physical guitar, enabling people without musical training or theory knowledge to experience the joy of playing and composing music. At WAIC 2026, the new Tianpule AI Guitar placed heavy emphasis on its core feature introduced this year: "AI Improvisation." Users can generate personalized music directly on the instrument and jam along, drastically simplifying the complex journey from composition to performance. Coupled with features like AI score transcription and hum-to-song conversion, complete beginners can quickly begin playing and writing music. The industrial significance of the Tianpule AI Guitar extends far beyond consumer electronics. It frees generative AI from behind the glass screen, turning it into a physical object that can be touched, plucked, and felt through resonance. For professional musicians, it serves as a catalyst for inspiration; for novices, it is the first key to unlocking the world of music. As Jasper Jia, Vice President of Quwan Technology, put it: only when ordinary people can use music to express emotions and document their lives as naturally as taking a photo or shooting a video will music truly become an inclusive medium for creation. The physical medium of the guitar allows AI music to step outside smartphones and laptops, truly weaving itself into everyday life. Quwan Technology’s vertical integration has constructed more than just a tech flywheel—where the model grants intelligence to the application, and the application breathes fresh experiences into the hardware. Simultaneously, the hardware feeds real-world user interaction data back into the model, establishing a system-level moat. In truth, AI has already made creation ubiquitous. But how to make good content visible, scalable, and profitable has become the stark reality facing the second half of the AIGC race. Quwan Technology’s answer to that reality is AI voice. In recent years, the overseas expansion of Chinese film and television productions has accelerated rapidly. Dubbing and localization, however, have remained a persistent industry pain point. High quality, high efficiency, and low cost form a classic impossible trinity. Against this backdrop, Quwan Technology collaborated with The Chinese University of Hong Kong, Shenzhen, to develop the MaskGCT voice foundation model. On October 24, 2024, MaskGCT was officially open-sourced to the world via the Amphion framework. Across multiple text-to-speech (TTS) benchmark datasets, MaskGCT achieved state-of-the-art (SOTA) performance, even outperforming human baselines on select metrics. All Voice Lab (Quwan Qianyin) represents the commercial application built atop the MaskGCT model. As a one-stop video translation and AI dubbing platform, All Voice Lab slashes AI translation and dubbing costs by 90% compared with traditional human labor while boosting speed more than 50-fold, handling a monthly translation volume of up to 500,000 minutes (roughly 5,000 drama episodes). Since its launch, All Voice Lab has assisted over 100 film, TV, and animation clients in solving localization hurdles. It processes nearly 10,000 short drama episodes per month across single languages for overseas markets, reaching over 30 countries and regions globally and helping clients boost monthly YouTube channel revenue by 10% to 30%. Driven twin-engine style by AI music and AI voice, Quwan Technology is transitioning into a "new infrastructure" provider for the entertainment industry. It proves that vertical AI companies do not need to serve everyone; by achieving excellence within targeted vertical domains, they can unearth vast commercial value. From Mobile Voice to AI Creation: Quwan’s 12-Year Evolution of "Interest" The first half of Quwan Technology's journey followed a textbook mobile internet success story. Its flagship product, TT Voice, evolved from a simple voice tool designed to help gamers find teammates into an interest-based social platform boasting over 200 million registered users. When the AI wave swept the globe, the company pivoted proactively, laying early groundwork in AI as far back as 2021 to secure its current position as a leader in AI entertainment. The essence of the company’s 12-year evolution represents a strategic leap from "connecting interests" to "creating interests." Yet the underlying logic running through it all has always been a focus on "interest" and a "human-centric" philosophy. For instance, TT Voice’s early positioning was remarkably simple—a "gaming walkie-talkie." But what fundamentally transformed founder Song Ke's understanding of the product’s value was the spontaneous behavior of its users. He noticed that many users did not leave the voice rooms after finishing their games; instead, they stayed to sing, chat, and share their lives. He realized then that while the platform ostensibly solved an efficiency problem ("how to play games better"), it was actually fulfilling an emotional need ("how to connect better with people"). Grounded in this insight, TT Voice quickly evolved from a tool into a community. Beyond gaming matchmaking rooms, it rolled out diverse interest spaces including singing rooms, chat rooms, and audio-visual rooms. In cultivating the social space, Quwan Technology identified an emerging industry trend: the new generation of users was no longer satisfied with merely consuming content; they craved autonomous creation and self-expression. This was no mere hypothesis. On the TT Voice platform, users were already looking beyond finding gaming buddies—they were singing in voice rooms, sharing life moments in chat rooms, and expressing themselves in communities. As AI technology matured, these deeper desires could finally become reality. In the past, completing a song—from lyrics and composition to arrangement, mixing, and recording—demanded specialized skills at every step. Many possessed creative sparks or deep emotions but struggled to translate the melodies in their heads into finished works. In 2024, the team set out from scratch to build "Tianpule," a multimodal music generation model, choosing a self-developed path distinct from open-source fine-tuning. In the AI voice domain, Quwan partnered with CUHK-Shenzhen to open-source the MaskGCT voice model. Quwan develops both AI music and AI voice; it launches AI hardware while maintaining an interest-based social platform with over 200 million registered users. While its business scope appears broad, it is built upon a single, continuously expanding set of core AI interaction capabilities. Across its distinct business lines, Quwan serves diverse sectors—music creation, content globalization, public services, and social networking. From an architectural standpoint, however, they all draw from the same underlying AI interaction capability. Looking back at Quwan Technology's 12-year trajectory, a clear thread emerges: the first half was about "connecting interests"—using interest communities to bring together young people seeking belonging; the second half is about "creating interests"—using AI to lower creative barriers so anyone can convert ideas into digital assets and passion into sustainable expression. Sustaining this arc is not the pursuit of tech trends, but an unwavering understanding of "interest" and "people." Whether with TT Voice or AI music, Quwan’s ethos places user insight ahead of technical R&D. This product philosophy—starting with the human element and designing backward from the ultimate user goal—ensures that technical iterations always revolve around real-world scenarios rather than descending into pure technical rivalry. Moving from "connecting interests" to "creating interests" is not only Quwan Technology’s internal evolution, but also an answer to how technology can truly serve human beings. No matter how technology changes, the essence of business remains constant: to understand people, serve people, and empower people. Conclusion Twelve years ago, Quwan Technology answered one question: How do you help people who love playing games find one another? Twelve years later, it is answering another: How can every ordinary person be given the chance to create their own work and express their unique passions? While the industry remains locked in fierce rivalry over conventional paths—whether single-point tools or general-purpose platforms—Quwan Technology has used vertical integration as an anchor to build a closed-loop "Model-Application-Hardware" ecosystem across AI music and AI voice. This is a direct response to the true nature of AI commercialization: technology can only weave itself into the fabric of everyday life and form a sustainable business model when it penetrates all the way through foundational algorithms, intermediary interactions, and physical hardware devices. (This article was first published on the TMTPost App; author | Li Chengcheng)消费动态 耐克将终止滔搏、宝胜国际在中国内地的线上授权 7月22日，Nike在中国的两家主力经销商：滔搏、宝胜国际发布公告确认，2027年1月1日起，将全面终止 NIKE产品在中国内地线上平台的销售。

4、李彪“大四喜”，湖北青年星客场4比4平赣州瑞狮

塞内加尔总身价约4.8亿欧元，阵中同样拥有库利巴利、马内、杰克逊这样在欧洲足坛证明过自己的顶级球星。

5、凯·亚当斯摆海斯曼姿势用错手 自嘲“我该被罚款”

但Claude Code解决的是代码开发任务，vivago R1解决的是长链路内容创作，一个是帮你写一个软件项目，一个是帮你完成一个视频项目。

根据招股书，朱双单一个人持有公司84.09%的股份，这笔7135万元的分红，超过6000万元直接流向了实控人家族。

一时间，省级母基金的门槛被踏破。

6、美国晋级喜忧参半；巴洛贡停赛，如何“复仇”比利时？

C罗的定位很明确，就是禁区内的终结者，马丁内斯要求他减少无效跑动，把精力都放在禁区内的抢点和终结上，同时利用他的牵制力为队友创造空间。

然而，当资本的热浪与消费者的冲动共同将具身陪伴推上风口，一个核心问题逐渐浮出水面：当新鲜感褪去，这些承载着高期待的数字生命体，究竟会成为生活中不可或缺的情感锚点，还是另一个在角落里默默吃灰的昂贵摆件？ 不死不病不掉毛，AI宠物赢在可控感 故事的一面，是那些真实用户的生活场景。

7、印度战津巴布韦T20I系列赛23日开打，桑姆森落选，两伤兵替身确定

如今时间已经过去了两周，选拔没有任何进展。

莱奥、萨勒马克尔斯和埃斯图皮尼安都因为愚蠢的犯规行为吃到黄牌，累积5黄停赛。

8、22人在这里起步：津巴布韦如何成为印度T20I球星流水线

算上场地和生产成本，一年就是1.5亿的固定消耗。

在成功传中榜上，他也以19次暂列榜首。

低估的事实存在，但市场价格却没义务立刻承认事实。

9、织遇金秋，博览新潮！2026 PH Value秋冬针织展报名火热进行中

如此悬殊的数据对比，足以证明法国队赢得何等轻松，他们对大力神杯的渴望与势在必得，已然跃然纸上。

Q2谷歌云实现营收248亿美元，同比增长82%，依然是公司增长最快的业务板块，增长由GCP的企业AI解决方案、企业AI基础设施及核心GCP服务带动。

10、在乌自治区人大代表来阿调研外向型经济发展情况

19年NBA生涯拿下2.86亿美元薪资的“大鲨鱼”沙奎尔·奥尼尔，去年10月加入另类投资公司Jacmel Partners担任创始合伙人，把目光投向交通、能源、数字基建这些听起来跟篮球毫不沾边的领域。

目前，国米和那不勒斯已成功上岸，米兰与罗马同积70分，前者凭借相互比赛战绩占优排名第3。

1、普京当众斥责副总理，俄罗斯老百姓都加不上油了，还打算磨洋工？

当时，刚刚犯规的帕雷德斯情绪已经十分激动，队友德保罗也处于爆发边缘。

2、王钰栋不用踢中锋了，卡多索首秀战重庆，刘建业有魄力，培养多个李镇全

米兰在本赛季联赛中完全没有莱奥参与的比赛有9场，基本上占到了赛程的四分之一。

3、劳塔罗绝杀！阿根廷逆转！梅西助攻梅开二度！

“西班牙队的强项在于整体，在于他们的控球能力。文明实践丨小暑祛暑享美味 食品安全不松懈随后是硬证据期：订单、用户、收入、监管文件、临床数据或者产业链变化开始支持判断。

4、亨利点评梅西：他才是世界杯最可怕的球员，足球智慧无人能及

"梅西说。

5、卡尔顿·科尔：没有人提到科比·梅努，我不理解；葡萄牙0-0哥伦比亚：B费踢满全场，达洛特迎来首秀

这一突破意味着，这位34岁的德国国门即将飞赴阿姆斯特丹接受体检，只待巴萨方面最终确认，就能完成这笔为期一个赛季的租借。

6、不是亚马尔！巴萨天才世界杯一战封神！半决赛统治全场

米兰在本赛季联赛中完全没有莱奥参与的比赛有9场，基本上占到了赛程的四分之一。

如果必须分出胜负，西班牙2-1晋级的概率稍高一些。

但这些举措，只能让公司比同行撑得更久、抗风险能力更强，却无法走出独立的成长行情。

7、泰山刚战胜三镇！宿茂臻赛后就做出一个决定，事关球队冬窗引援

但这部分人不是所有的市场需求。

荣耀带来了全球首款机器人手机Robot Phone，机身顶部藏着一套钛合金机械云台，能像一只小“手”一样追踪用户、随音乐摆动；努比亚联合字节跳动推出了搭载豆包助手的NaviX Ultra，号称全球首款AI智能体手机；阶跃星辰则发布了全球首款大模型原生智能体手机STEPX Neo，从操作系统底层开始重构。

8、游泳后眼睛红肿痒？医生给出护眼提醒

球队近五场比赛完成53次射门、获得22个角球，进攻端的压制力十分突出。

不过，这份回应并没有彻底否定未来上市的可能性，市场上关于极佳视界最快第三季度推进港股IPO的传闻，也没有就此消失。

现在还剩两场比赛，我们将全力以赴冲击冠军。

这些名字散落在不同项目、不同国家，却在做同一件事：把职业生涯积累的现金、影响力和行业关系，转化成可以长期持有的资产。