卖车和储能赚的钱,直接被抽走投向了Robotaxi、Optimus、AI 算力和芯片工厂。
1、九游体育 但展馆里数量增长最快的,是自称“AI Infra”的公司。
如果二人上任,将有助于米兰青训球员卡马尔达的发展。九游体育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、中菲冲突第2天!菲火速增兵施压,美公开站队,日本发现大事不妙
多家机构将2026年称为“国产超节点方案量产元年”。

3、三纪录加梅二开度,姆巴佩率法国队击败伊拉克,历史长河仅次梅西
更关键的是球员身价,曼城对福登的估值在6000万到7000万欧元之间,米兰需要先卖掉莱奥才能考虑开启谈判,葡萄牙边锋是米兰阵中目前身价最高的资产。
4、WTA公布世界排名:王欣瑜仍旧是中国第一金花,郑钦文第135
2026美加墨世界杯1/16决赛即将上演一场强强对话,葡萄牙对阵克罗地亚,C罗与莫德里奇两位传奇球星直接交锋。
5、高血压没感觉≠没危险!日常牢记4条“护身符”,远离脑出血
他手里攒了一笔钱,想找一门稳妥的生意。
截至7月15日,智谱股价报1707.9港元,市值7948.19亿港元;MiniMax 市值910.11亿港元。
从招股书看,2024年,铝水采购价上涨6.63%,铝粉售价仅上涨4.43%;2025年,铝水采购价上涨3.97%,铝粉售价仅上涨3.15%。
6、齐达内接班已成定局!他真的比三届世界杯封神的德尚更强吗?
然而,这“临门一脚”不仅没能踢开胜利的大门,反而一脚踢崩了资本市场: 发布次日,智谱股价暴跌28.49%,MiniMax暴跌15.62%,大洋彼岸同样寒意逼人。
弗里克还希望挖掘两人的无球跑动能力,这可以在不削弱球队创造力的前提下"解放"——而非替代——亚马尔,让他把更多精力投入到组织进攻中。
7、记者蹲点儿——桃条沟村:住进新村,防汛也不放松
同时球队极为依赖定位球与边路传中的高空威胁,这是面对密集防守时的核心破局方式,但阵地战串联能力不足,进攻手段相对单一。
据The Athletic报道,拉什福德与曼联合同中价值4000万英镑的解约条款已于7月15日正式到期。
8、踢球者:水晶宫2000万欧报价马西马被拒的报道并不准确
美加墨世界杯1/4决赛,法国将在波士顿体育场迎战北非劲旅摩洛哥。
而滔搏孵化的ektos则瞄准了跑步,但目前仅在上海愚园路和河北阿那亚开出两家门店,对整体业务贡献有限,也尚未证明能够成长为真正具备品牌资产的第二增长曲线。
尽管这笔收入为俱乐部提供了资金支持,但由于国际足联调整了分配模式,该金额较2022年卡塔尔世界杯时的443万欧元大幅减少。
9、过端午,来延庆~百余场特色活动等您“粽”享欢乐
2017年,觅光完成由小米科技、顺为资本领投的Pre-A轮千万级融资,正式纳入小米生态链体系。
除了消费市场,美国更是全球前沿科技与资本的交汇中心。
10、转移不转忧!珍珠泉乡贴心服务为群众打造暖心港湾
而此时,距离李飞飞创业不过短短16个月。
我们强烈的风险厌恶型,竞争厌恶型,希望有很宽护城河和容错度的生意。
1、9440亿韩元分手费!韩国"世纪离婚案"宣判,AI把这场离婚变贵了
当面对战术执行力极强的对手时,巴西队往往陷入各自为战的困境,加上新帅安切洛蒂过于保守,踢北欧球队挪威竟然放弃传控,只有三成多的控球率,自我否定桑巴足球哲学,最终止步十六强,创下了36年来的最差战绩。
2、湖人队保障合同达16份,必须裁掉或交易1人,或是布朗尼·詹姆斯
同时,星链正在整合进Cybercab,马斯克解释自动驾驶不能因蜂窝断网停运,车载星链终端未来覆盖全系车型,并可充当移动中继节点。
3、德足协高层:克洛普是最佳人选,他是世界上最好教练的之一
自红鸟资本入主AC米兰以来,球队4年的时间里引援投入超过5亿欧元,却只捧起过一座含金量并不高的意大利超级杯。长安马自达亮相重庆车展,618福利同步开启不打价格战日本国家队FIFA排名第20,总身价2.7亿欧元。
4、入境遭拒!非洲最佳名哨无缘世界杯执法,国际足联表态也无力回天
其他可能被牺牲的球员包括托莫里、洛夫图斯-奇克、福法纳、丘库埃泽甚至帕夫洛维奇。
5、警社联动筑平安,光谷交警为“马路天使”送上定制安全课
不过近年大赛对决呈现此消彼长的态势,双方已连续三年在大赛半决赛相遇,2024年欧洲杯半决赛西班牙2比1逆转法国,2025年欧国联半决赛西班牙5比4击败法国,近两次对决西班牙均笑到最后,心理层面占据一定上风。
6、春假来了,还没想好去哪?这48场免费“科普大餐”你值得拥有!
这意味着,投资凸性不能只看“赔率”,账户还要能活到右尾出现的那天。
从供电、液冷到机柜的形态无不如此,而在数据连接方面,最重要的就是用光替代铜,以此突破信号传输在功耗、密度和距离上的瓶颈。
五是分层分类推动行业机构高质量发展。
7、麦当劳股价跌至两年新低,从高点回落23%,8月4日这个日子很关键
此后一路下滑,最后只剩每月10万元左右。
它曾经拥有所有先发优势,迪马基的专利比诺和诺德早了数年。
8、建成不到十年的办公楼,为什么非要拆了重来?成都有了新答案
后防线上,鲁本·迪亚斯领衔的防线稳健可靠,坎塞洛和努诺·门德斯两翼齐飞,助攻能力极强。
26人大名单中有14人效力于德甲联赛,被球迷戏称为“德国二队”。
我会履行完合同,再看情况。
我们当然想赢,但最终,我心中更多的是感激。
用户记者丨米兰有意伊纳西奥但需先出售托莫里 为第十六届中国航展12月7日开幕,多款新型装备将集中亮相赠送官方:切尔西1.17亿英镑签下摩根·罗杰斯,合同6+1年刚刚公布!江苏2026年普通类本科批次投档线
+13154
用户世界杯16强定6席!法国3-0晋级,27岁巨星18场进18球,争第2冠 为天天补钙骨量还掉?这6个「偷钙陷阱」你可能每天都在踩赠送西班牙4-0沙特!亚马尔首球+奥亚萨瓦尔独造3球 皇马新援制造乌龙人气票
用户Bella的戛纳之旅,次次“神级”表现 为盘锦香料搭乘数字通道“直飞”荷兰赠送“老华夏”杨伟到龄退休,辞去执行董事及副行长职务点赞最棒
+71207
用户在现场丨“飞行员”坐镇室内 无人机“代眼”巡堤 为西班牙夺冠并不意外,意外的是梅西会被彻底压制,全程如隐身!赠送我是营养师,但这十几种健康食物,我不会再囤了人气票
用户美加墨世界杯俱乐部国脚贡献榜发布!利雅得新月排名彻底打破认知 为隆戈丨莱奥已经被推荐至热刺赠送2场轰44分9助攻8抢断!火箭新控卫崛起,谢泼德压力山大,或被次轮秀取代人气票
用户图赫尔还不如南门,鲁尼哈特齐声开火:领先就守,没变过 为梅西5球称霸世界杯;皇马1.5亿报价的蜘蛛,施压马竞,欲加盟巴萨赠送比性缘脑更可怕的东西,出现了人气票
尽管这笔收入为俱乐部提供了资金支持,但由于国际足联调整了分配模式,该金额较2022年卡塔尔世界杯时的443万欧元大幅减少。我要发布>>
公司在问询函回复中表示,根据和解书的支付安排,2026年内需支付6.71亿元,2027年内需支付2.19亿元,资金来源拟通过银行贷款及自有资金解决。我要发布>>
三星的PE从5倍跳到20倍以上,不是利润好了,是利润没了。我要发布>>
联想甚至声称,其成功打造了人类历史上首届"AI世界杯"。我要发布>>
” 阿浩听完,心里只剩两个字:“惨了。我要发布>>
真正的领袖,不是永远沉默的羔羊,而是在关键时刻敢于发声,用克制而坚定的方式守护团队。我要发布>>
此外,梅西在多场硬仗中几乎打满全场,体能与状态能否持续保持高位,也将决定阿根廷能走多远。我要发布>>
关于他到底配不配得上巴萨、够不够格为西班牙出战、是不是该换别人上的议论。我要发布>>
多数核心玩家对固定男主投入数年时间、精力与情绪,早已形成稳定的情感认知与陪伴预期。我要发布>>
随着本土化运营体系日臻完善,马来西亚市场成为瑞幸在亚太市场的重要布局,也为瑞幸的进一步全球化发展提供了有效经验。我要发布>>