同赛道的直接对手也不少。

1、天博真人 AI因此从工具演变为新的关键生产要素，而存储也从单纯的资源供给，升级为支撑Token持续、高效生产的系统能力。

托莫里原本期待有更大的英超俱乐部出手，但截至目前纽卡斯尔等球队都停留在传闻阶段，没有实质性跟进。天博真人而“引狼入室”的剧情台词，将侵入私人空间的越界行为浪漫化，恰好触碰了女性最真实的安全焦虑，翻车自然在所难免。

2、德国队再次“喜提”32强！“无冕之王”悲情出局

那天早上，周远在上班的地铁上刷到了这条新闻。

3、1990年，毛主席的外孙当服务员，媒体评价：默默无闻，威信很高

在四万平的有限空间里，乐园新增的游乐设施数量不多，但功能明确，且有所区隔。

4、齐聚东平！7月25日东平湖篮球嘉年华上演山东高速VS南京同曦巅峰对决

周四早些时候，俱乐部已与布鲁日就希腊边锋克里斯托斯·佐利斯的转会达成协议。

5、名师高徒！奥运冠军导师崇明执教 沪乒嘉年华混合团体赛四强焕新出发

2022年，旭阳新材扣非净利润6037.74万元；2023年8月，公司宣布现金分红7135.30万元，分红金额比上一年全年净利润还多出约1100万元。

两队历史上共有7次交手，瑞士4胜2平1负占据绝对上风。

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。

6、稳投资、降成本、培育新质生产力 交通半年工作会明确未来发展重心

第三，埃及作为黑马，没有任何心理包袱，拼劲十足，这种球队往往最难踢。

并不是所有潜在回报巨大的机会都具有凸性，凸性投资的失败概率较高，也不适合情绪较大起伏的投资者。

7、揭秘：温网的奖杯雕刻师们是如何工作的？

利雅得新月是最积极的一个，莱奥的铁哥们特奥就在那里效力，并且沙特球队也可以给出让红鸟满意的价格。

当"实习月薪过万"撞上"实习补贴八百"，那种错位感才这么强。

8、前NBA最佳第六人哈雷尔疯了！24小时内双线血战，轰42分创BIG3历史纪录

莱奥的潜在替代者人选也已经浮出水面，亨克小将卡雷察斯是米兰球探体系锁定的头号目标。

同时，Anthropic通过组织能力建设，将愿景转化成了凝聚力和产品力。

本届世界杯他已经打入2球，创造了连续六届世界杯都有进球的历史纪录。

9、禁赛三年！知名少帅重蹈李楠覆辙 被利益熏昏头脑他本有大好前程

部分零食品牌招商视频的截图 今天打开短视频平台，仍然能看到各家零食品牌的招商广告。

本赛季他在防守端稳定不少，很少再看到注意力涣散的问题。

10、本赛季只打15场比赛！广东旧将合同到期，下赛季能否再次携手杜锋

这不是微调，而是整套思维方式的替换。

这让 3D 打印的关键链路变短了：从“我想打印一个东西”，到“机器开始工作”，中间少了很多过去只有老玩家才能跨过去的台阶。

1、德约vs辛纳：依然不屈的好胜与漫长的和解

回顾索博斯洛伊的红军生涯，简直是一部从“高价引援”到“绝对核心”的逆袭史。

2、在长江底下挖高铁隧道，有多难？

斗牛士军团时隔16年之后，再次向大力神杯发起冲击，西班牙全队上下渴望绣上第二颗星。

3、葡萄牙球迷力挺C罗：踢到50岁都可以！队史第一人 把烂队带到巅峰

里奇对于阿莫林来说是可卖也可留的球员，他的经纪人已开始接触亚特兰大，而马德里竞技也向其抛去了橄榄枝。白花1292万！广东水货外援不能要，无力对抗周琦，朱芳雨不坑辽篮对于那不勒斯来说，阿莱格里的薪资不是问题，他的薪酬低于孔蒂目前的水平。

4、战术背道而驰！不是状态不好！是郑钦文这套打法逻辑打不通！

姆巴佩与登贝莱组成的“双锋闪耀”，让法国队的进攻端呈现出独一档的统治力。

5、汇宇制药创新药全国总代理被“截胡”

随后，伊劳拉转战西乙球队米兰德斯，在那里锻炼1年后转战巴列卡诺，带队首个赛季就率队成功冲甲，随后2年都获得西甲第12名。

6、文远知行一季度营收同比增长58% 毛利率保持35%水平

隐含波动率则是购买凸性时支付的价格。

埃及总身价1.16亿欧元，只有阿根廷的八分之一，世界排名第24位。

到今年2月完成10亿美元新一轮融资时，公司估值已经冲上50亿美元。

7、罗体：皮西利左小腿比目鱼肌，将休战10天左右

伊劳拉累计带队出战127场比赛，胜率为37.7%，虽然数据看起来并不出众，但他已是球队近50年来在英格兰顶级联赛胜率第二高的主帅，仅次于埃迪豪。

变化首先发生在国内市场。

8、马来西亚大师赛，国羽小将继续制造惊喜

无论决赛的对手是英格兰还是阿根廷，状态逐步提升并到达火热且战术体系成熟的西班牙，都将是捧起大力神杯的头号种子球队。

此外，球队将在8月8日参加弗留利-威尼斯朱利亚杯三角赛，对阵乌迪内斯和诺丁汉森林。

只要锂价行情没有实质性回暖，所有布局都只是等待周期反转的缓冲手段。

2026财年，东方甄选总营收预计达56-58亿元，相较2025财年同比增长约27.3%至31.8%。