距离下一届世界杯还有四年，31岁的他依然有时间去打磨阵地战攻坚能力，去补齐俱乐部（皇马）以及法国队的战术短板，也去补齐个人的荣誉短板，去争夺职业生涯首座金球奖。

1、金喜体育 Robotaxi至今无收入指引，连测试范围都在摇摆；FSD在中国和欧洲等着监管开绿灯，批准进程完全不可控；Optimus更是处于实验室向工厂试点的漫长隧道里。

不过多特高层里肯和布克本周已经亲赴比利时谈判，卡雷察斯与多特就一份2031年到期的合同基本条款达成原则性一致。金喜体育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。

2、上海男篮冠军不会被取消，徐昕基本去NCAA打球，辽宁男篮顶薪续约付豪

行政层面的拖延一度引发了短暂的摩擦，阿贾克斯曾发出警告，称由于球队首场正式比赛临近，他们可能选择退出。

3、跑步常见的2种「急事」，你一定要重视

姆巴佩专注终结，登贝莱负责拉扯与爆破，奥利塞承担串联与输送，这种高度模块化的分工让他们的进攻容错率极高，展现了现代足球的战术之美。

4、上海海港官宣两大新援！坎波斯免签，格劳租借加盟，7外援联手

据悉，切尔西队长、英格兰右后卫里斯·詹姆斯，以及罗杰斯的好友科尔·帕尔默也都参与了这次游说。

5、为时已晚，阿超球员脱衣庆祝，想起自己身背黄牌后又立马穿上

加纳主打4-4-2和4-5-1阵型，低位防守阶段会切换为5-4-1，全队压缩为紧凑的双层防线，五名后卫保持低位站位，双后腰保护中卫身前，中场球员积极回收协防。

基于这一认知，TT语音早期就从“工具”向“社区”演进——在游戏开黑房之外，陆续推出唱歌房、闲聊房、影音房等多元兴趣空间。

旭阳新材赶上了行业增长的好时代，铝颜料下游汽车、3C、粉末涂料、3D打印等领域都在扩张。

6、曼联接近打包曼城2名16岁天才，阿森纳抢人失败

李刚仁负责中场组织撕裂防线，孙兴慜从边路内切完成终结，双核联动是主要进攻套路。

「不是让我们的内容去服务于游乐设备，而是所有的游乐设备和技术都应该为IP和体验服务。

7、失速的珀莱雅，押注花知晓

整体来看，加拿大的阵容年轻有活力，边路冲击力强，但阵容深度不够，替补席实力一般，大赛经验也相对欠缺。

但预测这件事，本身就是足球乐趣的一部分。

8、宏远面临拆队？朱芳雨离任，胡明轩徐杰卷入交易传闻，麦考尔白送龙狮！

按照罗马诺的说法，国米和热刺今夏在商讨斯彭斯的转会时，就已经顺带提到了引进罗梅罗的可能性。

而恰恰在这个节点，制造缺陷集中暴露。

73岁的葡萄牙老帅奎罗斯上任仅78天，就给这支加纳队注入了极强的纪律性与抗压基因。

9、亚青赛：中国青年队3金2银5铜收官_网易订阅

更让利物浦球迷欣喜的，是他骨子里的领袖气质。

普通家庭不是这样。

10、2026年高考，医学专业断崖式下跌！最聪明的年轻人，正在集体逃离临床医学

土耳其俱乐部此前提出了约1000万欧元年薪的待遇方案，但并未与米兰就转会费展开实质性谈判，莱奥本人也对前往土超踢球持保留态度。

无论最终谁能挺进决赛，这场矛盾大战都将成为本届世界杯最经典的篇章。

1、正式官宣！CBA名帅加盟北京首钢，携手李楠，冲击总冠军

德明利预计2026年上半年实现营业收入160亿元至180亿元，同比增长289%至338%；归属于上市公司股东的净利润预计为57亿元至65亿元，同比增长4932.74%-5611.02%。

2、Demna 给 GUCCI 新定义：「GUCCICORE」

数据显示，自5月6日创下阶段高位以来，天齐锂业股价累计下跌超40%，两个多月时间里，公司市值蒸发超610亿元。

3、热血拼搏，创造队史！青岛国信海天斩获全国U21亚军

公司观察注意到，此时距离上一轮湖北国资入主计划正式终止，刚满30天。NBA夏季联赛战报：魔术99-92 76人取NBA夏季联赛3连胜，杰斯-理查德森25+2+4二者都认为，代码不只是一个应用场景，也是模型影响现实世界、改进自身研发效率的工具，以及不会把商业成功作为初心。

4、美间谍被中国抓捕，美方急着讨要，他掌握的技术关乎核弹领域谜团

下半区：新老球王隔空对话，英格兰死战阿根廷 仅仅一天后的7月16日（周四）凌晨03:00，亚特兰大梅赛德斯·奔驰体育场将上演另一场载入史册的经典恩怨局。

5、香饽饽，76人队3位巨星加入招募勒布朗·詹姆斯的行列

余凯表示，地平线的确“不太会混社会”，自动驾驶芯片第一股、自动驾驶第一股、物理AI第一股……等从没搞过，是一家比较无聊的公司。

6、「低能量穿搭」火了，但也可能是新的时尚 PUA

两人风格不同，年龄各异，但共同点是——如同许多同行一样——凭借这届世界杯的出色发挥，几乎肯定将在今年夏天改换门庭。

“业绩不达标回购！上市延期回购！CEO拿房产抵押！” 54号文发布，首次对“私募基金对赌协议”与“名股实债”画出硬红线，严禁变相增加地方隐性债务。

55分钟过去，梅西依然是全场唯一保持百分之百传球成功率的球员，只是他在比赛中几乎没有多少存在感。

7、山西两位女企业家登上福布斯榜

这场半决赛尚未开打，便已在舆论场上激起层层涟漪。

同时，他与凯恩也成为了世界杯历史上首对在同一届赛事中均打入至少6球的同队组合。

8、东契奇受伤 带来哪些连锁反应 湖人会是西部前6最大的软柿子吗

他们不断吃力应付，但靠着纯粹意志和拼劲，总算顶住了西班牙切换档位时的从容推进。

“他们踢得更好，这是事实。

他们压缩了中路的空间，不让他轻松与队友连线，迫使他远离那些通常用来掌控比赛的区域。

看着这些画面，重温那段历史，对我们有帮助。