而贯穿其中的底层逻辑，始终是“兴趣”与“以人为本”。

1、半岛体彩 做液冷的、做交换机的、做存储的、做集群软件的，今年名片上都多了"AI基础设施"这一行。

尽管阿囧几乎用了一整个赛季去调教莱奥踢中锋，但他还是很难适应这一新角色。半岛体彩接下来是点火期：财报、审批、政策、产品上线或者资金流变化，原本无人问津的逻辑进入市场更多人的视野。

2、本田哪款SUV最可靠？外媒列出本田SUV可靠性排名，CR-V仅排第四

” 选址只是开始。

3、宋乐伟带队开展夏季安康 “三送” 走访慰问活动

让我们为这份跨越万里的善意点赞。

4、建议不要长期从事有紧绷感的工作

集邦咨询预测届时全球一半DRAM产能将被HBM和长约锁定，供给缺口可能收窄。

5、全新中型家轿上市！不足十万可选增程/纯电动力，还配无框电吸门

蓝黑军团正在转会市场上积极寻找一名身体素质出众的精英中卫来补强防线，巴斯托尼的未来存在变数，而就在不久前，这位意大利后卫还是巴萨的目标之一。

值得关注的是，关键词是“专业化运营主体”，而非更多的资源入口。

而这个版图的重构，背后是需求驱动逻辑的根本切换。

6、季军赛 4 比 6 告负，法国足球进入齐达内时代，四年后还是争冠热门

这场决赛的渊源，早在19年前便已埋下。

这也是 TPU 再次获得关注的原因。

7、AC米兰3000万欧，签约中卫马里奥，利好穆氏皇马！今夏收入超1亿

维蒂尼亚和若昂·内维斯搭档双后腰，既能防守拦截又能出球组织，保证了中场的控制力。

具身智能赛道最猛融资速度 极佳视界的融资速度，几乎是按月计算的。

8、4人违规穿越秦岭冰晶顶失联，西安警方通报：救援费用自行承担，涉事网约车公司被处罚

足球之神永远眷顾更加勇敢的球队，而梅西正是这支勇敢之师的船长。

两个位置我都适应自如，无论教练安排我踢哪里，我都会全力以赴。

阿根廷与西班牙的巅峰对决，不仅是一场关乎大力神杯归属的生死战，更是一场充满宿命色彩的史诗对决。

9、中国证券监督管理委员会原党委委员、副主席方星海接受中央纪委国家监委纪律审查和监察调查_网易订阅

四人包办了皇马全部17粒进球，展现出巨星云集的统治力。

赛后，德国转会市场网站按照惯例对赛事中表现抢眼的99名球员进行了身价更新。

10、“网红”官员，被免职六天后被查

反观新增可攻略男主，是最快制造话题热度、开辟全新氪金赛道、拉升短期营收的捷径。

如果无法尽快解决中场失控与防线脆弱的问题，理清进攻端的战术思路，山东泰山在本赛季的争冠与保三之路上，恐怕还将面临更多的无奈与叹息，甚至会出现“惨案”。

1、台风“红霞”将在广东沿海登陆，26日省内铁路全线停运

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、2026赛季男子职业联赛及青少年联赛竞赛用品供应商-结果公告

这是一条有别于开源微调的自研路线，模型在设计之初就面向实时交互优化，为Agent的对话式创作体验提供了可能。

3、北京奔驰CLA停产，6月销量35台，半年绝版

现效力于赫罗纳的奥纳希经此一届世界杯后行情回升，正在接手阿贾克斯的米歇尔已点名想要他。联合国举行新秘书长候选人辩论，两位前总统参选更重要的是，如果所有厂商最终都走向“系统底层重构+智能体助手”的同一条路，AI手机会不会重蹈智能手机的覆辙，从参数内卷走向功能同质化？ 结语 写到这里，笔者不禁想问，AI手机真的来了吗？ 答案是：来了，但还没到。

4、焦点大战！上海申花迎战北京国安，比赛有新状况，或对胜负有影响

国产 TPU 要进入市场，既要解决芯片本身的性能问题，也要回答开发者如何迁移、模型如何适配、客户如何调用的问题。

5、身体出现4个反常，要警惕“癌中之王”！6类人容易被“盯上”

4天3板中曼石油：受中东地缘政治冲突影响，公司伊拉克区域多支井队仍处于停工待命状态 7月23日，中曼石油公告称，公司股票于2026年7月22日、7月23日连续2个交易日内日收盘价格涨幅偏离值累计超过20%，属于股票交易异常波动。

6、全世界声讨裁判偷走了埃及胜利：阿根廷名宿承认萨拉赫点球被忽视

今年，几家头部模型公司都推出了更为先进的模型：2月智谱发布GLM-5大模型，7月月之暗面发布高达2.8万亿参数的Kimi K3大模型。

克勒舍将带着他的得力助手哈东一起加盟米兰，他的团队曾发掘出一大批潜力新星，帮助东家在转会市场赚得盆满钵满。

瑞幸携手本土上市公司大资工业(Hextar Industries Berhad)深耕本地运营，为马来西亚消费者打造兼具高品质、高性价比、高便利性的咖啡消费选择，为本土咖啡市场不断增添新活力。

7、全面升级！6500 万中场王牌主动投奔阿森纳，全方位碾压苏比门迪

本届世界杯，镰田大地3场比赛打入2球状态正佳。

同月21日，公司就公告向淄博瑞光提供3000万元的财务资助，期限1年，年利率3.58%。

8、哈登再次招募詹姆斯！格林为了詹姆斯愿意不组织、只投篮！

林夏是一名互联网运营，也是独居的“沪漂”，今年年初入手了Ropet。

金价回调阶段加大配置的特征非常明显。

弗里克追求战术多变性，类似于巴黎圣日耳曼那种位置可互换的锋线组合，而戈登和阿德耶米都能提供这种特质，同时也擅长跑身后空当。

” “应用难赚钱，用户忠诚度低，哪里有羊毛薅哪里，付费转化有问题，marketing投入也越来越难。