模型数量增长，不等于打印理由增长。

1、天博官方 对于泡泡玛特而言，乐园复杂的经营需求也意味着这里能够为跨团队合作提供有效经验积累。

对滔搏而言，这是一场“慢性失血”，耐克虽然没有解除合作，但悄悄把利润从经销体系里抽走。天博官方争议与质疑：为何是欧洲裁判？ 尽管温契奇的履历堪称豪华，但“欧洲裁判执法欧洲球队与南美球队对决”的安排，依然在球迷群体中引发了不小的争议。

2、CBA狂野一日！1人下课，2笔大交易完成，2人签下新合同

以此计算，在6月30日时，王文洋及其女儿的持股市值尚有1376亿元，至7月22日已降至804亿元，降幅达41.56%。

3、宏远速递！陈老板做重要决定，王少杰买断新动态，萨姆纳主动降薪

这支球队的进攻体系堪称完美，姆巴佩、登贝莱与奥利塞组成的“三叉戟”令所有对手闻风丧胆。

4、1换5，我看不懂但大受震撼！30队最下头操作，没有之一！

刚刚年满19岁的科斯蒂奇在贝尔格莱德游击度过了首个完整的职业赛季。

5、岭南佳果畅销大江南北

沉迷“保本”的国资投委会 在54号文出台之前，国资做股权投资的逻辑“看起来很美”。

现在，它开始把这个判断写进制造端，年初，深圳市政府披露拓竹将在光明区建设自动化生产制造基地，计划年产能超过 300 万台。

这些"全球第一"的含金量有多高？答案没有看起来那么简单。

6、张敏版赵敏还记得吗?《倚天屠龙记之魔教教主》19岁成名31岁退圈，如今57岁未婚未育

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。

至7月22日收盘累计涨幅超22倍，公司也以1888.08元的股价位列A股股王之位。

7、中国U17女篮vs墨西哥前瞻：李沅珊领衔核心阵容 首战“不容有失”

我们两年前发布了第一代HAMR产品，很快实现了规模化量产，最新的44TB产品是今年年初发布的，发布后已经有两家全球领先的超大规模云厂商完成测试，并开始批量发货。

再加上巴西一贯的慢热通病，开局节奏松散、专注度不足，一旦被摩洛哥抓住攻防转换的漏洞，有可能制造爆冷惊喜。

8、22张罚单！流量至上埋合规隐患，投顾四大乱象迎来强监管整治

亲身经历今天这样的日子，和听别人讲述，完全是两回事。

当米兰发起进攻时，队友阿泰卡梅的鞋子在对抗中被埃德森踩掉，主裁判却吹了米兰进攻犯规，萨勒马克尔斯从旁目睹这一切，他愤怒地捡起队友鞋子重重摔在地上，嘴里还骂骂咧咧，主裁判没有丝毫犹豫掏出黄牌。

特林康的这笔转会，不禁让球迷热议：未来的沙特联赛，会不会成为葡萄牙国脚最多的联赛之一？事实上，这种趋势已初露端倪。

9、全球聚焦卡车司机短缺问题：澳大利亚四分之一卡车司机预计五年内退休

这是两队队史首次在正式大赛碰面，一边是首次闯入世界杯淘汰赛的非洲新贵，一边是时隔28年重返世界杯淘汰赛的北欧劲旅，本场胜负充满悬念。

萨索洛中场科内成为米兰重点考察的对象。

10、49岁不结婚的曾黎，定居北京闲时还回老家种菜，有知名导演作伴

有了这层身份，2018年俄罗斯世界杯、2022年卡塔尔世界杯，王健林自然都到了现场。

瑞浦兰钧联合TÜV莱茵与Circulor推出的电池护照项目，98组独立验证数据集已获欧盟NB机构第三方核验。

1、*ST英飞(002528.SZ)：董事长刘肇怀辞职

但在行业从“粗放增长”转向“高质量发展”的拐点上，问题开始集中暴露：实控人资金拆借混乱，说明公司治理还有待加强；毛利率持续下滑，说明产品缺乏真正的定价权；安全事故频发，说明生产水平有待提高。

2、四季叙事赋能绿茵赛场｜“东北超”第五轮哈长之战赛前展演抢鲜看

在产品方面，Wagas Skagen也带来了专属的北欧风味菜单，门店限定的7款定制化产品，如饮品“北欧冰川”、“Skagen浅滩”酸奶碗等，不再只是简单的“健康补给”，而是一场关于远方的味觉旅行。

3、零时差 ｜ 战火中，海湾国家为何建再多港口也绕不开霍尔木兹？

姆巴佩展现大师级视野，巧妙做球，登贝莱心领神会，在弧顶位置轰出一记贴地斩，皮球应声入网，彻底杀死了比赛悬念。朱芳雨下课？一个球队总经理下班后的快乐没了……不过对阵热那亚的比赛中，莱奥、萨勒马克尔斯、埃斯图皮尼安、莫德里奇都将缺席，球队在连败的情况下也是士气低落。

4、德林控股(01709.HK)7月24日耗资47万港元回购50万股

客观来讲，泰拉恰诺本赛季的表现可圈可点，各项赛事累计出场33次，贡献2粒进球，成为球队的常规主力。

5、乐透五号秀！杀回来了？西甲MVP！还会有机会吗？

”这句略带辛酸的玩笑，精准刻画了这位超级巨星如今的尴尬处境。

6、命中决胜三分！崔永熙知道，篮球从未背叛他...

7月25日起，米兰将横跨欧亚澳多地，与凯尔特人、国米、切尔西、曼联等多支球队进行季前热身赛。

阿根廷队在梅西的串联下不断在英格兰禁区前沿制造威胁，最终凭借两次高质量的终结完成翻盘。

首相桑切斯谈及西班牙在世界杯决赛中的战绩时说道："这是男女足双双夺冠。

7、蒂莱曼斯会晤卡里克，比利时兰帕德在曼联打主力！可逼迫新帝星进步

双方伤停情况：挪威（队内出现多人身体不适的情况，不过目前情况好转）；英格兰有宽萨（停赛2场）、亨德森（赛后摔倒手骨折）、赖斯（疑）、格伊（疑）、詹姆斯（疑）。

图1：大语言模型智能体在DNA组装指导任务中端到端评估闭环。

8、让更多人了解灵芝、受益于灵芝——灵芝科学馆在福州开馆

如果帕夫洛维奇最终离队，米兰的首选替代方案是引进拉齐奥的西班牙中卫吉拉。

毛利率方面，分化也非常明显。

梅西用一句“好好跟我说话”，不仅捍卫了阿根廷全队的尊严，更给所有质疑者上了一课：在绿茵场上，赢得尊重的永远不是委曲求全，而是坚守底线。

对于志在夺冠的球队而言，如何应对这类突发伤病、保持阵容稳定性，已然成为本届世界杯征程中不可忽视的课题。