只握着一个平台入口、无法触及网络存储和计算环境的公司，根本给不出“任务何时能跑完”的确定性承诺。

1、乐鱼电竞 这一幕，像极了2007年iPhone发布前夕的手机江湖，人人都知道变局将至，但没人知道最终谁会胜出。

三本账纳入同一个体系统筹，才叫算力服务 以这三本账为标尺重新审视AI Infra市场，分界线便清晰浮现：大多数参与者只算其中一本，极少数主体能在同一个体系里通盘考量三本账。乐鱼电竞一家机器人公司的联合创始人程越感慨，因为实在缺人，他们去年招的一批普通二本和大专生，干了不到半年就被同行用双倍薪水挖走。

2、深山地震监测员高春海：扎根松山 聆听大地脉搏

拓竹第一次有了公开参照 拓竹计划扩产，也因为行业增长正在向低价带倾斜。

3、Jeep加速“国产大号SUV”，和东风联手，神龙工厂生产

你要知道，麦可思2025就业蓝皮书的数据是，全国应届生平均年薪7.4万。

4、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

工业智能、车载算力、本地大模型、智能家居的全面落地，让FPGA、SoC、物联网MCU芯片迎来快速增长期。

5、穿刺活检后，肿瘤自己消失了？

随着曼赞比等顶级新星的不断涌入，英超的赛场必将更加精彩绝伦。

如今看来，这个预期要落空了。

据罗马诺消息，以卡尔迪纳莱和卡尔维利为代表的米兰管理层与格拉斯纳进行了长达6小时的会谈，从晚餐前开始，几乎通宵达旦。

6、酱香拿铁日销破亿，茅台却自认"战略失误"：流量正在割伤多少品牌？

展馆里不少是熟面孔。

温契奇的底气：从欧冠决赛到“捂嘴红牌” 面对争议，国际足联依然选择信任温契奇，这背后是他无可挑剔的执法履历。

7、38℃高温进屋就猛吹？别傻了！空调加个它，凉快一倍还省电费

比赛中，法国队的中场完全失去了控制权，陷入了“想抢抢不着，要传也传不过去”的泥潭。

算力和融资层面，35亿融资能烧一段时间，但跟大厂比还是小巫见大巫。

8、大众ID.7即将登陆美国市场，竞争特斯拉Model 3？

一旦这一步完成，两家俱乐部之间的谈判预计会迅速推进。

可以是来自期权、认股权证等合约结构，也可以来自经营杠杆、事件重估或者网络效应。

首先是体能问题，球队连续两场淘汰赛经历苦战，加上不断长途转场，主力球员的体能储备面临严峻考验。

9、金山与长宁携手合作推进低空经济产业链协同发展

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。

最高报价把三层溢价全给了。

10、轮到中国扬眉吐气了！国之重器只租不卖，年赚300亿卡西方脖子_网易订阅

特斯拉CFO瓦伊巴夫·塔内贾透露，为加速投资，公司已锁定最高300亿美元的债务融资工具。

本赛季围绕热刺可能出现的结果，从"一月份领跑积分榜"到"德泽尔比因为第四笔八千万级别的引援被拒而愤然出走"，都属于"完全合理"的范畴。

1、​英阿大战另藏玄机：阿森纳紧盯罗杰斯与阿尔瓦雷斯

迈克尔·卡里克的临时主帅身份顺理成章地转正了。

2、怕停产系列

这主要是因为世界杯决赛在即，若对核心球员实施禁赛，不仅会直接改变决赛的阵容格局，还可能引发更大的争议。

3、理想重提“万亿市值”目标：若达成3个核心高管可获17亿激励

哥伦比亚已经提前出线，末轮打平就能确保小组头名。比蒂勒曼斯更重磅！曼联启动谈判，5000 万抢世界杯爆火边锋在这个充满变数的转会窗，利物浦曾痛失萨拉赫与科纳特，但索博斯洛伊的续约，无疑是定海神针般的存在。

4、夏天别总穿T恤，一件针织短袖时髦度翻倍，温柔舒适又百搭

近几个赛季以来，莱奥无疑是米兰进攻端的头号利器，他已经连续4个赛季进球和助攻均上双。

5、纵容劣迹者执教，足协禁令形同虚设！申思殴打球员撕开足坛遮羞布

由此分析，葡萄牙求胜的欲望要比哥伦比亚强烈。

6、世界杯32强出炉！阿根廷有望直通4强，法国一路打强队，夺冠难了

现在他们积67分，与罗马持平，仅仅凭借直接交锋优势暂时压在对手身前。

” 在这场对决中，法国队的进攻核心们（如姆巴佩、登贝莱、奥利塞）被西班牙密不透风的防守体系完全限制。

高盛认为央行购金将支撑金价触及4900美元。

7、体育史上最伟大经纪人？富保罗理应位列顶端：詹姆斯始终信赖他

然而，在这届被寄予厚望的美加墨之夏，他个人的8粒进球虽与梅西并列射手榜首位，却终究换不来一张决赛门票。

尽管预计工期约为四个半月，目标是在2027年10月中旬完工，但巴萨方面选择了更为稳妥的方案。

8、阿森纳与巴黎争冠，欧足联陷囚徒悖论，谁夺冠皆成不情愿的盛宴！

按区域市场划分：亚洲2026上半财年营收5.929亿欧元，同比增长19%。

中场方面，乌纳希状态出色，上轮对阵加拿大梅开二度，迪亚斯的串联组织也极具威胁，不过主力前锋赛巴里在1/8决赛中因伤提前退场，中卫里亚德同样有伤在身，两人能否出战法国还是未知数，这对摩洛哥的攻防两端都是不小的打击。

“给自己贴上热门的标签绝非好事。

细看招股书，大额分红超上年全年净利润且去向存疑；实控人与公司之间上千万资金拆借；主要原材料价格高企之下，净利润预增远超营收；报告期内5次粉尘爆炸、3次火灾，安全事故频发。