K3的API定价也同步对标海外旗舰，输出价格100元/百万tokens，较上一代 K2.6 的27元上涨超3.5倍。

1、高比体育 彼时月之暗面刚完成5亿美元C轮融资、账上现金超100亿元。

真正把“机器人大脑”作为核心产品，同时拥有连续世界模型积累、具身策略能力和产业客户入口的独立创业公司，数量并没有想象中那么多。高比体育其次是存储需求结构性重构。

2、男子夜跑后喝冰饮突发胸痛 高温运动补水千万别踩这个坑

巴萨最初开出的价码是2000万欧元，被多特一口回绝。

3、一本书、一车瓜，荣恒教育把城乡帮扶落到了实处

放到十万卡量级、异构芯片、训练推理科研混跑的场景，风险变量只会更多。

4、清华系200亿独角兽杀入具身智能！攻破记忆难题，底牌都彻底开源

美联储加不加息？7月29日议息会议是关键节点。

5、钟丽缇为张伦硕44岁庆生！差12岁姐弟恋甜度爆表，状态逆天宛如34岁

近几年，滔博以国内独家运营合作伙伴的身份，将加拿大越野跑品牌norda™、挪威户外品牌Norrøna、英国跑步品牌soar、加拿大跑步品牌Ciele Athletics等多个国际垂类运动品牌带入了中国市场。

2018年俄罗斯世界杯，格列兹曼、卢卡斯·埃尔南德斯等4名马竞球员随法国和克罗地亚闯入决赛；2022年卡塔尔世界杯，格列兹曼再度携手科雷亚、莫利纳和德保罗晋级决赛，阿根廷登顶。

2026美加墨世界杯H组首轮将在迈阿密体育场展开较量，沙特阿拉伯对阵乌拉圭。

6、七旬老人深山走失 临朐公安深夜搜救四小时成功找回

9月随荷兰国家队出征期间，德容再度肌肉受伤，错过了巴萨多场比赛。

如果套用米兰现有一线队球员，伊劳拉的首发将是迈尼昂；阿泰卡梅，加比亚，帕夫洛维奇，巴尔泰萨吉；莫德里奇，福法纳/里奇；萨勒马克尔斯/普利西奇，拉比奥特，莱奥；希门尼斯。

7、中卫市教育局提醒

更重要的是，瑞士最近2场一直坐镇温哥华比赛，不需要长途奔波，而且全员健康没有伤病困扰，阵容完整性高。

此外，法国队中后场的稳固配置，为前场攻击群提供了坚实支撑。

8、世界杯荒诞反差：德国全员摆烂彻底沉沦，日本硬刚豪门虽败封神

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。

特斯拉正在做的，已经不是“多造几款车”，而是试图把汽车、能源、算力、芯片和劳动力装进同一张资产负债表。

多点开花 vs 锋线狂飙 荷兰小组赛进攻端多点开花，加克波和布罗比对瑞典双双梅开二度，萨默维尔也连续两场取得进球，邓弗里斯在边路多次送出助攻。

9、曼联放弃2500万卖芒特，滕哈格两爱将均留队！青训小妖仍不堪重用

因此，为了维护赛事的竞技完整性，FIFA大概率会选择以罚款了结此事。

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。

10、优雅又可爱丨“冰城小天鹅”起舞“东北超”彩排现场

他们的下一个对手英格兰，同样经历了一场恶战。

真正把“机器人大脑”作为核心产品，同时拥有连续世界模型积累、具身策略能力和产业客户入口的独立创业公司，数量并没有想象中那么多。

1、东莞3岁娃家长必看：锁定九年一贯制名校，这个核心红盘凭实力出圈

同时，硬件为模型反哺真实的用户交互数据，因此构建了一个系统级的护城河。

2、道德绑架？阿德巴约83分未得到认可 名记：多位科比前同事不满

普通投资者一般拿不到巴菲特同样的谈判条件，却可以用类似视角选择资产和投资工具。

3、承认吧！这些是你家最没用的装修设计，真不知道当初为什么选择？

这就是超节点在智能体时代的真正价值，它不是简单地提供更多算力，而是重构了算力、存储、内存之间的协作方式，让智能体能够在海量数据、超长上下文、多轮协同的复杂场景中高效运转。2026泰中合作博览会在曼谷开幕值得一提的是，接替他的范博梅尔让狼堡的成绩一落千丈，执教4个月胜率仅30.7%，随后黯然下课，如今荷兰人也是米兰重点关注的目标。

4、威海：汇聚温情力量 暖心护航成长

华创证券认为，联想如此"秀肌肉"也有着极为明确的市场目标：突破北美商用PC和AI服务器市场。

5、华为抢走了英伟达的剧本

11个模型评测揭示DNA合成筛查的潜在脆弱性 智源研究院大模型安全研究团队与北京大学的此次该评估，核心考察大模型智能体是否会降低非专业人员绕过DNA合成筛查的知识门槛，聚焦分拆订购攻击这一风险场景，从智能体生成方案、程序化计算校验延伸到标准分子生物学实验室中的受控湿实验，并以电泳和测序确认模型方案在物理层面的可执行性。

6、国资央企上新一批人工智能创新应用

talkSPORT透露，切尔西“完成了这笔标志性签约”，转会费高达1.17亿英镑。

梅根凌晨四点时甚至坦言，自己“已经准备好加入这场集体补觉了”。

换言之，博睿康先靠着成熟的脑电设备打进医院、搭建销售渠道，再沿着临床需求向植入式产品延伸。

7、在积水和暴雨中，浙江队3球大胜江西庐山，进入足协杯十六强

而如今的法国三叉戟，则是德尚战术体系下的完美产物。

法国队身价排名本届世界杯第一，但半决赛0-2完败给西班牙无缘决赛，德尚在季军战后离任，另一位法国名宿齐达内终于迎来接班。

8、号外！上海山西争抢胡金秋，已向广厦报价，广厦超市正式开张？无人是非卖品？

当然，现实中的失业未必是冒险，频繁换工作也可能单纯因为行业收缩。

小公司也能攒可量化的成果：你帮它涨了多少粉、省了多少钱、优化了哪个流程。

如今，这份执着终于结出硕果，他如愿以偿地圆梦伯纳乌之外的终极梦想。

科莫托12岁加盟米兰青训营，在各级别梯队都交出了不俗的数据。