而超节点，正是为解决这个问题而生。

1、kaiyun官方 除此之外，他还为莱比锡签下了奥尔莫、恩昆库等后来身价暴涨的球星。

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。kaiyun官方如今具身智能赛道疯狂的人才掠夺，从来不是科技行业独有的特例。

2、一场107-97的大胜，让哈登尴尬，骑士感到绝望，尼克斯的压力来了

原材料的全球化配置，越来越像一场没有硝烟的圈地运动。

3、小威度假连晒奔放性感照 网友辣评：妖娆的母豹

足球通常告诉年轻人：排队等着。

4、1999年，朱镕基要求增加节假日，经贸委却反对：节假日加班要付双倍工资

” 7月17日，美国CNN报道，Kimi K3冲击美科技股，美股三大指数全线下行，道琼斯指数下跌0.77%，纳斯达克指数下跌1.04%，标普 500 指数下跌1.01%。

5、山东高速男篮"及时雨"到位！斯蒂尔火线驰援展现球队进取心

再看Optimus。

未来能够存活、长久发展的女性向游戏，必然是尊重玩家、深耕内容、模式多元的优质产品。

如果仓位上涨，要重新计算剩余凸性。

6、两日内新增9家私募宣布自购！7月以来24家私募自购近14亿元

“内耗”“松弛感”“自洽”“配得感”“能量”，负责描述当下：我的精神电量还剩多少，我是否活得舒服。

谢尔德鲁普神仙球破门，贝林厄姆半场补时救主 比赛伊始，双方都踢得相对谨慎，但英格兰队凭借更强的纸面实力逐渐掌控了场上局势。

7、AI短剧"匹配危机"：12.8万部产能背后，90%的公司在亏钱

承认是自己的电芯出了问题，意味着要承担全部赔偿责任；把问题模糊成“系统故障”，就能把责任分摊出去。

转折出现在2023年下半年。

8、【CBA联赛】第六轮｜浙江稠州金租79-88不敌宁波町渥

一年前，正是阿莱格里力主以约700万欧元的价格把他带到米兰。

当战术设计无法为球星划分清晰的边界时，纸面实力便如流沙般失去了承载能力，最终在淘汰赛中被战术纪律更为严明的对手淘汰。

在推动创新成果转化同时，雅诗兰黛集团也在持续升级开放创新生态建设。

9、恭喜！中国女排16岁1米82新星崛起：小丁霞助队夺冠+MVP

两队成年队无任何A级赛事交手记录，本场是首次对决。

亚沙里是去年夏天米兰最贵的引援之一，管理层在经历了艰苦的谈判之后，才以3600万欧元外加奖金的价格将其从布鲁日签下。

10、德罗赞、库明加、哈登、追梦！全在等他！

据统计，中国有超过1.25亿的独居人口，而去年中国城镇宠物犬猫消费市场规模已经突破3126亿元，同比增长4.1%，单只宠物犬年均消费3006元，单只宠物猫年均消费2085元，双双创下历史新高。

这段珍贵的画面成为了两人羁绊的起点。

1、篮网总经理谈球队6号秀：不仅篮球水平很高 而且内心不服输

在Kimi找算力之时，据彭博社报道，智谱已建成一座全部采用国产芯片的大型数据中心，并开始部分运行，不久前，智谱还买下一家国产AI基础设施企业中科加禾。

2、一场81-79！日本男篮放水，韩国小组第二晋级，中国队三对手出炉_网易订阅

「 LABUBU摇摇德比大赛马」的竞技模式需要12人一组，在等待的过程中，很难忍住不主动招揽路过的游客一起参与；「弹珠奇遇记」的游戏区和等候区都挂设了屏幕，大多数游客排队时都会抬头关注屏幕里正在实时直播弹珠竞跑比赛，气氛就像是在酒吧里一起看球赛；而无论是鲨鱼LABUBU，还是炸虾LABUBU，作为奖励的巨大毛绒玩偶既是一种褒奖，也是乐园里最好的气氛来源。

3、10年前他说要把中国球员年薪拉到10亿 如今起薪6万/1年

当时西班牙2比1取胜并最终夺冠，亚马尔在17岁生日前夕打入惊艳一球。健康目前管理层已经十分接近与其完成续约，新赛季，葡萄牙教练将对他的出场时间进行严格控制，预计在各项赛事中出战30场左右。

4、前瞻

*题图及文中配图来源于网络。

5、日系车在华销量持续下滑！本田4月销量同比跌幅近半

这位中场球员坦言，马拉多纳的故事始终萦绕在这支阿根廷队心头，但放眼全队，只有梅西才有可能复刻那种魔力。

6、小红书变局：卖老股、边裁员边扩招，为上市“加速”

管理层更迭、主帅人选、体育总监的任命全都没有着落。

阿森纳动作提速之际，阿尔瓦雷斯也终于在世界杯上迎来爆发。

亚沙里的情况与里奇不同。

7、波伏瓦逝世40周年，纪念一个不规矩的女孩

” 他与前巴萨队友基姆·胡尼恩特的默契也是球队的一大财富。

本赛季，因为水晶宫与里昂的共同所有权问题，前者被剥夺了欧联杯席位，而率队征战欧会杯的格拉斯纳又是一路横扫，决赛1-0战胜巴列卡诺举起奖杯，这也是队史第一座欧战冠军奖杯。

8、强烈要求彻底关闭中国境内所有的网络游戏！太坑害未来的青少年！

1/8决赛面对东道主美国，比利时更是打出了本届杯赛的代表作，以4-1的比分大胜对手，强势晋级八强。

从48队的8.5个名额到64队的12个名额，看似增加了3.5个席位，但这部分红利会被整个亚洲同步消化。

当然，卡塞米罗已不再是巅峰时期的那个自己，但本赛季他依然在中场对抗中压制了赖斯、索博斯洛伊等备受推崇的球员。

三年三大赛，半决赛的“法国终结者” 回顾这三场惊心动魄的半决赛，西班牙队展现出了极强的战术针对性和心理优势： 战术克制与心理阴影 连续三次在最高强度的淘汰赛中被同一对手击败，法国队面临的不仅是战术层面的困境，更是巨大的心理阴影。