拓竹第一阶段扩大的是“能用的人”。

1、半岛买球 这已经不再是某个人的意见，而是整个公司的观点。

但现实是，过去两年，原材料涨价时公司连成本都转嫁不出去。半岛买球对米兰管理层而言，在即将发生的夏季变革中，队内已经没有绝对的非卖品。

2、4个体检指标“异常”别慌张，或是隐藏的“健康福利”

补时阶段，恩佐·费尔南德斯对库巴尔西一次不明智的犯规，领到第二张黄牌被罚下。

3、建议不要长期从事有紧绷感的工作

"这支队伍所做的事情太不可思议了，这又一次展现了我们的性格、我们的斗志、我们的集体，以及我们并肩作战的方式。

4、对爽约、迟到“零容忍”，高德包车正式上线

半决赛领先阿根廷后，图赫尔立刻收缩防线，用防守球员换下进球功臣戈登，主动放弃中场控制权。

5、学术探讨｜数字时代高校法学教育数字化转型发展探索

结语 从1924年人类首次记录脑电信号，到今天通过神经信号控制机械臂、光标与仿生肢体，脑机接口已经走过了一个世纪。

这两天刷微博，一条热搜看得人心里一紧：#实习工资居然能到一万#。

一句"未来属于你们"，就够了。

6、FIFA：禁赛缓期是自由裁量比利时非当事方无权起诉 特朗普：我让FIFA重审但没命令

名字取完，路还是得自己走。

莫塔是一位年轻教练，拥有多段意甲执教经历，并展现出善于挖掘年轻球员的能力，尤其是对低预算转会窗的应变能力让红鸟十分欣赏。

7、全国首次突破160万千瓦，上海虚拟电厂“四连跳”，调峰效率提升超8倍

摩洛哥同样以2胜1平积7分的战绩出线，因净胜球劣势屈居C组第二。

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。

8、水利部安排部署台风“红霞”暴雨洪水防范应对工作

小蜘蛛天外飞仙，劳塔罗锁定胜局 少打一人的瑞士队被迫全线退守，在剩余的近20分钟常规时间以及整个加时赛中，他们几乎凭借顽强的意志硬抗了阿根廷队一个多小时。

伙计们，那可是热刺啊。

四分之一决赛比利时遭受的打击更为致命。

9、千万粉“蓝衣女神”12次化疗，最后一次化疗前又住院：她得的这种瘤，其实是“温和款”

超卓航科作为科创板小市值标的，主业与航空航天尚有弱关联，恰好适配太洋科技的产业属性。

但好景不长。

10、梅西10次助攻世界杯首人！阿根廷3-1进四强，半决赛2场大战好看了

尽管和世界巨头们相比，它在营收规模上仍有数倍的差距，在部分尖端工艺、核心零部件、软件生态和全球客户覆盖上，也有很长的路要走。

在过往的5次世界杯交手中，英格兰队以3胜2负略占上风，但阿根廷人总能在最关键的淘汰赛中给予致命一击。

1、博时研究回报混合基金经理金欣欣上任

在放弃了亚特兰大中场埃德松的引援计划后，曼联迅速将目光锁定了这位英超老熟人。

2、罗马诺丨他离队是米兰推进后续引援先决条件

这样做，一方面可以帮助Anthropic加快自身的模型研发；另一方面，如果Coding的效果足够好，就能很快吸引程序员们使用。

3、粤超常规赛最后一轮的门票今天14点开始预约！

因此，此次线上销售的调整，更是一次从内到外的调整。这种“高抬腿”的动作巨瘦肚子，这样抬腿，就知道腹部有多酸爽了为了在“冷飕飕”的航站楼里御寒，她还买了件印有“I heart NY”的卫衣。

4、机会来了！魔笛赛季报销，米兰或扶正亚沙里，里奇亦是备选

这场决赛，更是两位主帅的“师徒对决”。

5、归化是门生意，需满足多方利益！克雷桑主动示好让泰山队压力山大

智元年出货数千台，银河通用手握宁德时代和丰田订单，宇树量产能力最强还在冲科创板。

6、0-0、2-2、0-0！世界杯最强黑马出炉，一场未胜仍小组第二晋级

曼联已经两次派出球探考察莱奥，第一次是在圣西罗现场观看了他对阵尤文的比赛，最终两队0-0闷平。

战术风格上，两队形成了鲜明的对比。

如今，vivago海外版已覆盖5000万用户、100多个国家和地区，今年5月灰度版登顶Product Hunt日榜第一，拥有百万级付费用户。

7、2026年，心理咨询师的红利，只属于能“接住”个案的人

他如果能将这套思维植入米兰，卡马尔达这种已完成职业联赛初步考验、且依然保有很高天赋的球员，可能会迎来快速上升期。

我们的核心价值就是把硬盘做得更好、把容量做得更高，同时保证性能等各方面持续提升，从而支撑未来数据规模的持续增长。

8、英格兰图赫尔与贝林厄姆的碰撞，给英阿大战埋下伏笔！隐忧已现！

首战佛得角，也是他唯一一次首发，打中了横梁。

25/26赛季开赛前，科莫托随一线队参加了与阿森纳、利物浦等球队的热身赛，表现可圈可点。

被裁员，可能被解释为“职业倦怠”；遇到难相处的领导，对方可能立刻被诊断成“NPD”；没有行动力，是“低能量”；不敢争取，是“低配得感”；关系出现争吵，则可能是对方缺乏情绪价值、突破了自己的边界。

他们的防守组织严密，纪律性强，小组赛仅丢1球就是最好的证明。