翻开Play Time的公开投资组合会发现，这家机构的野心远不止一笔投资。

1、人人体育 2026年世界杯半决赛的终场哨声在达拉斯体育场响起，比分定格在0:2。

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。人人体育意甲第38轮爆冷不敌卡利亚里的次日，米兰官方发布重磅公告，红鸟财团一口气辞退了主教练阿莱格里、CEO富拉尼、体育总监塔雷、技术总监蒙卡达4人。

2、5大昔日豪门为保级而战！欧联之王也扛不住，热刺和紫百合有点悬

综合双方竞技状态、阵容完整性来看，西班牙的晋级概率明显更高，预测他们常规时间2-0取胜，其次是1-0小胜。

3、今年最火的4双平底鞋，配小黑裙好看又气质！

在此背景下，相关板块的估值达到历史高位，许多资金也选择借此机会兑现收益。

4、熊安稳教授：从跟跑到领跑，中国 OptiTROP-Lung05 研究登顶 Lancet，芦康沙妥珠单抗+帕博利珠单抗将改写PD-L1阳性NSCLC一线治疗格局

水晶宫为拉克鲁瓦标价至少6000万英镑，同时已开始物色替代人选。

5、穆里尼奥葡超30轮不败！本菲卡2-1葡萄牙体育，欧冠席位有戏

球场将于8月19日承办甘伯杯，对手待定。

不止优必选、追觅和智元，整个具身智能圈子都在疯狂抢人。

而算力的关键点，便是超节点。

6、梅超锋连场绝杀！西班牙2-1闯入四强！比利时黄金一代终迎落幕

红魔重建的新篇章 随着蒂莱曼斯的加盟，曼联的中场架构逐渐清晰。

而我也想在一个新的联赛中尝试新的挑战。

7、全新长城插混大型SUV即将上市！车长超5米2+六座布局，配双腔空悬

AI手机注定不便宜。

然而到了2022年，全球电信市场和数通市场双双进入下行周期，光模块销量从2021年的1041万只滑落至2023年的745万只。

8、我省上半年货贸进出口总值1712.4亿元 比去年同期增长7.2%

原因很简单：她的男友马科斯·塞内西，是阿根廷队最后时刻压哨入选的一员。

梁文锋认为，Anthropic超过OpenAI只是阶段性的，OpenAI和Google未来可能交替上升。

关键就一句：大厂的暑期实习，往往在大二下就要动手。

9、美媒：美政府担忧先进武器库存消耗过快

综合来看，双方各有优势，挪威纸面进攻实力更强，并拥有哈兰德这样的超巨，塞内加尔整体风格更克制对手，大赛经验丰富。

公司观察梳理公开信息发现，自2018年开启A轮融资以来，太洋科技几乎保持着每年至少一轮的融资节奏，8年间完成了从Pre-A到E轮的11次融资，投资方阵容囊括中芯聚源、招商局资本、嘉御资本、华映资本、浙创投等数十家知名机构，今年3月刚完成最新一轮融资。

10、全新七座方盒子SUV上市！不足15万起，外观很硬朗，搭载2.0T四驱

两队在世界杯正赛舞台上属于首次碰面，历史上仅有过友谊赛层面的交锋，比利时在过往4次交手中取得2胜1平1负的微弱优势，且仅丢1球，防守端面对塞内加尔颇有心得。

"这场比赛非常特别，尤其是在面对英格兰时，带着所有的历史背景。

1、荷兰VS摩洛哥前瞻：无冕之王对决亚特拉斯雄狮，攻防大战一触即发

这一战略布局背后，其实是大厂占领用户的桌面和床头的计划。

2、湖北高考录取结果来了，查询通道→

距离卡迪纳莱决定解雇整个米兰管理层已经过去三周时间，这段时间里红黑军团的选帅和管理层组建工作牵动着所有球迷的心。

3、47的汤唯、43岁的安妮海瑟薇官宣三胎，她们比20岁还要更美

回望趣丸科技十二年的进化轨迹，一条清晰的脉络浮现出来：前半程是“连接兴趣”：用兴趣社区连接每一个渴望归属的年轻人；后半程是“创造兴趣”：用AI降低创作门槛，让每个人都可以把创意变成数字资产，把热爱变成可持续的表达。水位回落，盘锦市持续筑牢安全堤二、为什么大厂愿意给在校生开过万？ 大厂不是做慈善。

4、霸车位女车主已被停职，车库主人要对方捐款五万惹争议

Pestana CR7酒店开到了马德拉岛丰沙尔、里斯本、马德里、纽约和马拉喀什五地，他的Instagram粉丝数超过6.69亿，堪称一个人的分发渠道；跟耐克签下的终身合约价值超10亿美元，2024年他更以2.6亿美元总收入蝉联Sportico全球运动员收入榜第一。

5、举世关注：今天正式进入“北京时间”！

内托有可能在夏窗关闭前步加纳乔后尘离开斯坦福桥。

6、12 岁男孩确诊肠癌，加工食品在 “透支” 你的健康

未来几年我最看好的规模化AI行业包括：制造业数字孪生、智能交通、自动驾驶、AI视频生产、智能机器人，这些领域都高度依赖持续增长的数据资产。

回首过往，齐达内的执教履历堪称辉煌。

2026财年下半年，东方甄选的净溢利预计达到了2.81-3.11亿元，相较2025财年下半年，同比增长了172.8%至201.9%。

7、体检报告这3项正常，说明你比同龄人年轻10岁，别总盯着箭头看

这些年，滔搏做对了很多事：转型够早，动作够快，把自己磨成了行业里最能干的运营商，却也证明了运营得再好，并不意味着拥有得更多。

据现场画面显示，多名阿根廷球员从看台接过一面写有“马尔维纳斯群岛属于阿根廷”（Las Malvinas son Argentinas）的横幅，并在球场内集体展示。

8、西班牙vs比利时前瞻：罗德里状态上佳，斗牛士军团无惧欧洲红魔_网易订阅

基利安·姆巴佩无疑是最大的赢家。

传控足球vs防守反击 荷兰主打4-3-3高位传控体系，全队身价约7.2亿欧元，在对手半场传球占比场均达到62%，禁区前沿控球时间占总比赛时间28%。

1982年，两国为此爆发了冷战期间规模最大的海陆空联合战争。

瑞士的边路传中与加拿大的边路反击谁能占优，将很大程度决定比赛走势。