对于成都蓉城而言，未能全取三分固然可惜，但许多球迷展现出了极高的格局与温情。

1、ob体育 中创新航的公告里那种模棱两可、不愿认错的态度，本质上是在保护与广汽的商业关系。

一句"未来属于你们"，就够了。ob体育因为在大多数人的经验里，实习等于"打杂 + 补贴几百块"，能开个实习证明就谢天谢地。

2、切尔西4000万卖查洛巴，意甲科莫2500万求购遭拒，国米加入争夺

在无球防守阶段，则转为更稳固的4-4-2阵型，对对方持球队员进行持续高位的逼抢。

3、原创丨(S2627-343构件)Gila:G for Group

令人意外的是，正是这次调整成为转折点：比利时队在剩余时间里连扳两球将比分追平，并在加时赛中完成逆转。

4、世界杯替补奇兵卢卡库，为穆里尼奥量身定做，能去皇马辅助姆巴佩

更关键的是模型单价只是第一层成本账。

5、全世界声讨裁判偷走了埃及胜利：阿根廷名宿承认萨拉赫点球被忽视

旧一点的词在追溯病因，新一点的词在争夺人生的解释权。

这就是超节点在做的事情。

巴萨对阿斯拉尼的关注已持续数月。

6、科特迪瓦VS挪威前瞻：攻防漏洞对决，会打出大比分吗？

他已提前一个月知会德佬，以便球队更快找到接班人。

当英格兰队企图用功利的大巴战术窃取胜利时，是梅西在右路化身为无情的破局者。

7、英格兰3人至今零出场，半决赛在即恐难获机会

与姆巴佩形成完美呼应的，是状态爆棚的登贝莱。

拉斯帕尔马斯也希望签回这位表现出色的租将，但由于俱乐部与主席拉米雷斯关系恶化，谈判最终破裂。

8、霍尔木兹海峡附近一商船遭袭　船上有30名船员

中场创造力不足、边后卫身后空当、面对高强度逼抢时后场出球稳定性差，是科特迪瓦的潜在隐患。

一款国产大模型因需求过载而主动限流，这在大模型行业实属罕见。

" 但事实就是事实，这粒进球将永远属于他。

9、上海首个，落地黄浦！

过去一年，字节、阿里、腾讯等大厂加速投入，DeepSeek继续用性价比和开源路线冲击市场，智谱、MiniMax相继上市，月之暗面一度被推到了一个需要向资本自证价值的尴尬境地。

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。

10、央视直播！台风过后，北京国安迎战辽宁铁人；阻击领头羊，青岛西海岸对阵成都蓉城

因此从材料上、读取信号的精度上，都需要实现核心突破。

对手都在提速，米兰却戛然而止。

1、想护好你的肾，喝水的门道有多深？！

他同时给出长期指引：储能业务稳态毛利率中枢预计维持在20% 低位区间。

2、初夏最时髦的30种背心搭配，太好看了！

随着巴黎圣日耳曼的贡萨洛·拉莫斯、拉齐奥的吉拉先后敲定，AC米兰今夏累计投入已突破1亿欧元，而按照老板卡尔迪纳莱给出的2.5亿欧元总预算（含球员出售回血，并非纯现金投入），这笔钱还远没到花完的时候。

3、体育营销案例｜瑞浦兰钧成为国际米兰官方电池和储能合作伙伴

以WorldArena为例，它由清华大学牵头，联合上交、港大、普林斯顿、中科院等8家高校及科研机构。人民日报推荐的颈椎操，每天4分钟，我的脖子终于"解冻"了！而对于阿根廷球迷而言，他们或许更关心：这位四年前曾见证球队爆冷输球的“老熟人”，能否在决赛中给予他们一个公正的舞台？我们拭目以待吧！2026年美加墨世界杯的亚特兰大之夜，对于英格兰队长哈里·凯恩而言，注定是一个漫长且寒冷的梦魇。

4、透过经济半年报

英超冠军不仅加大了对罗杰斯的追求力度，还在瞄准马竞的阿尔瓦雷斯作为锋线新援。

5、中纪委通报三“虎”被处理：田学斌办理虚假身份证，王峻泄露工作秘密，郭学益非法套取会议经费

汽车工业讲究规模复用，马斯克这一次却把战线铺到了多个产业腹地。

6、官方：切尔西1.17亿英镑签下摩根·罗杰斯，合同6+1年

受此影响，地平线机器人近年来持续处于亏损状态。

尽管在四分之一决赛中遗憾负于英格兰，哈兰德仍将挪威队本届世界杯的征程，称作他人生中最美妙的一段旅程。

这种实打实的权益损耗，是众多氪金玩家坚决抵制新角色扩容的核心原因。

7、亏电油耗比HEV还低！17.49万元起 迈腾PHEV、探岳L PHEV开启预售

不管是中国客户还是海外客户，数据中心运营中面临的核心矛盾并不是”数据不够”，而是数据越来越多，但空间、能源和预算并没有同步增长。

黑山小将的技术特点偏向现代型前锋，有持球推进能力，双足都能处理球，无球跑动意识在同龄人中属于上乘。

8、夏日出行季儿童呼吸道“亮红灯”？别慌，科学应对有章可循

尽管马洛卡最终降入西乙，他依然入选了葡萄牙国家队参加了世界杯。

瑞士队的短板主要集中在进攻端。

NaviX Ultra整体备货约20万台，不再是限量发售的“工程机”。

在这场没有太多悬念的对决中，高卢雄鸡用实力宣告了世界杯一冠一亚之后再次争冠的雄心壮志。