2、拿到DeepSeek剧本的，为什么是Kimi？ 在今天大模型行业的竞争里，「DeepSeek效应」已经被滥用成了一个形容词。

1、乐鱼电竞 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。

从阵容纸面实力来看，两队各有千秋。乐鱼电竞在这个大背景下，旭阳新材暴露出的问题，恰恰是监管层最警惕的“反面教材”。

2、CNN记者上菲方海警船，外交部：菲方应立即停止侵权挑衅和炒作

目前，奥维耶多是完成这笔签约可能性最大的下家，双方的谈判进展顺利，不过尚未达成最终协议。

3、被穆里尼奥双杀的孔蒂，将接过蓝衣军团教鞭，并把卢卡库还给对方

前两者是阿莫林在葡萄牙体育的旧部，丹麦人尤尔曼司职防守型中场，拦截能力强，出球也不错，是典型的6号位球员。

4、1.28 亿镑终极报价！利物浦豪砸顶级巨星，完美接班萨拉赫

这不是市场波折，是法律地基被抽走了。

5、刘妮：中国共产党探索出的民族治理智慧，为世界多民族国家提供中国方案

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。

数据显示，力箭一号已累计服务国内外客户超30家，其中国际客户6家，成功发射低成本商业光学遥感、高分辨率光学遥感、X-SAR遥感、量子通信、太空制造、空间环境探测、气象探测、太空算力、空间态势感知、地磁场探测等超10类卫星应用载荷。

福法纳本赛季表现起伏不定，米兰管理层对在今夏收到合适报价后放人持开放态度，标价不低于3000万欧元。

6、纳清凉、品鲜鱼～解锁百里山水画廊夏日限定

阿根廷占据64%的控球率，射门15次，更是英格兰的3倍，其中5次射正，而英格兰仅有2次射正，阿根廷更加勇敢，潘帕斯雄鹰配得上晋级决赛，而三狮军团沦为“三喵”，只守不攻，最终败北。

5月底，AC米兰官方宣告首席执行官富拉尼、体育总监塔雷、主教练阿莱格里和技术总监蒙卡达卸任。

7、伊朗：报复“将不再局限于以牙还牙”

另据罗马诺消息，即便不能加盟水晶宫，伊劳拉也希望尝试留在英超。

前段时间，希捷与SK Hynix联合发布的白皮书里提到，KV Cache需要被存储下来，用于保留和记忆对话上下文，因此会带来较大的存储需求。

8、月入2万的退休女干部，可能真是“困难职工”！

我们的表现低于正常水准，技术失误多于此前场次，身体对抗也慢了一拍。

现在阿莱格里卸任，下一站极有可能是那不勒斯，而拉比奥特自然成为那不勒斯夏窗的目标之一。

法国三叉戟的征程尚未结束，他们能否在最终的决赛舞台上复刻3R的夺冠伟业，是否拿下大力神杯，这一重要指标将决定这组数据在历史长河中的最终分量。

9、曝福克斯不可能被交易！哈珀愿保持耐心：下赛季继续接受第六人角色

其一是旗舰模型Gemini 3.5 Pro的发布一再推迟，最新发布的三款轻量模型表现不佳；其二，过高的资本开支已经使谷歌的自由现金流转负；最后，公司正面临持续的核心人才流失，两位核心研究人员先后投奔竞争对手OpenAI和Anthropic。

但奖牌之下，有人身价飙升，有人黯然失色，也有人在回味"如果当时"。

10、“水晶鞋”，成年人的童话入场券

听众在通勤、做家务和睡前戴着耳机，很容易产生一种错觉——有人正在单独理解我。

如今，他们分别是各自球队的绝对核心，为了同一个目标站在赛场两端。

1、新台风“海神”生成！广东天气即将反转

运动战85次传中仅成功11次、12.94%的成功率，这个成绩他自己也不会满意。

2、湖人官宣一签一裁！卡鲁马双向合同加盟穿47号 紫金军16+3新阵出炉

不过，王文洋及其女儿早在股价下跌前，就已经开始减持公司股份。

3、初夏松弛感度假风穿搭，轻透低饱和度，打造又美又舒适的造型

而小米上调出货目标，且把增量部分投向低端机型的原因，则在于上游供应链的变化。2026中国足球职业联赛新媒体账号代运营服务采购-竞争性谈判公告-2面对线上业务的收缩，滔搏董事会主席于武公开回应称，理解并尊重耐克基于长期发展战略做出的渠道调整决策，坚信中长期看将推动零售生态更加健康有序。

4、4-0！哈兰德戴帽打爆利物浦，曼城创89年纪录，晋级足总杯半决赛

库巴西，踢出了与年龄不符的老练。

5、数百名医生再三强调：只要做过肠镜检查，患者一定多加关注这6点

高杠杆收取资金费率、在流动性不足的市场里卖期权、为了几厘利息承担信用风险，或者长期依靠不断加仓来摊低成本，这些策略可能在多数时候有效，但一旦发生黑天鹅事件，亏损可能远超长期积累收益，甚至触发追加保证金或本金归零。

6、那是成长中的一课！傅明载誉归来，主动回复球迷有关鲁豫战提问，释放友好信号

这也是这座「小」乐园独特的呼吸感，它镶嵌于城市中心，不仅仅是IP构建的世外桃源，而与城市居民的日常生活紧密相连，并逐渐积累更多公共回忆，成为城市文化的重要组成。

这样的组合已经在法兰克福证明了自己的能力，他们打造的球队不仅在德甲赛场表现出色，还在欧战中取得了不俗的成绩。

摩根·罗杰斯和埃利奥特·安德森都在今夏完成了重磅转会，罗杰斯身价上调2000万欧，安德森更是大涨3500万欧，两人均达到1.1亿欧。

7、津液足，人不老！夏天多喝这5杯生津水，比喝10杯白开水管用

当品牌主动削减批发、减少授权后，滔搏首当其冲。

从市场表现来看，畅享90 Pro Max 1699元的起售价，在当前千元机市场普遍“涨价缩配”环境下显得格外有冲击力。

8、哥伦比亚VS加纳，南美雄鹰对决非洲黑星，谁能晋级16强？

这笔交易的达成，也牵扯出一段巴萨的转会往事。

若非贝林厄姆在对阵墨西哥和挪威的比赛中连场梅开二度、以一己之力扛着球队前行，英格兰恐怕早已止步16强。

目前普利西奇遭遇胫骨骨折，预计伤缺数周，这为恩昆库赢得更多出场机会提供了客观条件。

眼下，阿斯拉尼还在等。