谷歌在 2016 年公开 TPU 时，外界对它的理解还很简单，这是一颗为了深度学习而生的专用芯片。

1、博亚平台 这笔钱相当于优必选2025年全年营收20亿元6%的钱。

" 凭借在英超效力的经历，麦卡利斯特对英格兰足球再熟悉不过。博亚平台美国是全球最大的商业化市场，是所有寻求全球化的中国企业绕不开的战略高地。

2、译者桌上那盏灯

这一巧合或许能为球迷增添几分遐想空间，但现实终究归于数字本身。

3、出身演艺外交世家，与初恋相守41年，晚年与爱犬相伴

另据罗马诺消息，即便不能加盟水晶宫，伊劳拉也希望尝试留在英超。

4、欧美杯重演！世界杯决赛迎20亿欧巅峰对决，巴萨两代10号首次交锋

塞内加尔总身价约4.8亿欧元，阵中同样拥有库利巴利、马内、杰克逊这样在欧洲足坛证明过自己的顶级球星。

5、赛前

阵容方面，主帅蒂亚乌同样排出4-3-3阵型，锋线上杰克逊居中串联，马内和萨尔两翼齐飞，三人的速度优势非常明显。

巴萨能用这个价格把人带走，说是一笔"捡漏"毫不夸张。

从安菲尔德的红色海洋，到伊斯坦布尔的黑白信仰，萨拉赫的旅程从未停止。

6、美股AI应用软件股盘初集体上涨 ServiceNow升逾5%

球员本人对加盟阿森纳态度积极，这是维拉不得不考虑的因素。

“你会感觉这群人关系特别近，做出一个很酷的东西本身就让他们兴奋，并且还能把它商业化。

7、崔晋晒出母亲参加综艺海报：以后别说我妈是网红了，我妈是明星！

如今，我们必须昂首面对这一切。

过去大家聊AI芯片，主要集中于云端GPU；但2026年，AI的竞争战场已经从云端转向边缘、终端。

8、萧山体育中心决战上海海港：浙江队联赛输了，足协杯能扳回来吗？

但情感投射具有两面性，用户与AI宠物从热恋走到冷淡的过程并不算短，当在某一刻意识到它的情绪是算法生成的，当所有反应都变得可以预测，情绪价值便会开始大打折扣。

赛后，球迷的一句调侃在社交网络上引发强烈共鸣：“八年前，姆总拿金球奖只是时间问题；八年后，姆总拿金球奖时间是个问题。

最后，大厂和模型创业公司都更需要参考的是Anthropic如何把愿景、业务和组织做成了互相嵌套的整体。

9、最值得买的9款pdd好物！便宜好看又实用！谁买谁知道！

这背后的原因是，二手车销售、超充站、维修保险——路上特斯拉越来越多，卖完车以后还能继续从后续服务中赚钱。

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。

10、他们组队能否单赛季82胜0负？_网易订阅

礼来的故事，并不是行业龙头的水到渠成，而是“落魄贵族”亡羊补牢的故事。

他在淘汰赛阶段11球的惊人效率，以及在逆境中（如对阵摩洛哥罚失点球后轰入世界波）展现出的大心脏，证明了他是当之无愧的终结者与精神领袖。

1、CCTV5直播，国足对阵泰国先解决防守问题，武磊迎来荣耀时刻

2025年全年，格林布什矿山产出135万吨锂精矿，产能规模占到全球硬岩锂矿总产量的近两成。

2、“外卖诗人”王计兵入围鲁迅文学奖，他曾对《新民周刊》这样说……

更麻烦的是，AI芯片和系统架构的更新周期已压缩到一年左右。

3、三大利好来袭！今夜，A股公司密集公告！

但科特迪瓦反击针对性强，爆冷概率不低，一旦拖入加时乃至点球大战，科特迪瓦的大赛经验优势将逐步显现。PICO视频本周上线京都青龙节3D纪录片等三部VR内容2022-23赛季，伤病继续找上门。

4、12吨巧克力被盗变成现象级营销 雀巢CEO：没有反复讨论和层层审批就拍板 这是新雀巢的改变

这种主动放弃控球、收缩防线后利用前场速度冲击的打法，在淘汰赛阶段被证明极为高效，尤其是面对擅长控球的对手时，法国队的反击空间往往更加充裕。

5、“托管钥匙”见温情（纵横）

球迷们的反应呈现出两极分化的态势，但失望与嘲讽的声音尤为刺耳。

6、拥有这样的庭院，才是真豪宅！

足球本应超越政治，但在权力的游戏面前，绿茵场上的黑白分明早已被染上了灰暗的底色。

自夏窗开启以来，利雅得新月就将拉菲尼亚列为头号引援目标，不仅愿意满足巴萨的要价，还开出了一份远超其现有合同的薪资方案。

8月19日，巴萨将以甘伯杯对阵埃及冠军阿赫利为季前赛收官。

7、就在今天！继奇才后，又一个3状元组合诞生了

从业务板块来看，特斯拉三大业务板块全部增长：汽车收入205.16 亿美元，储能收入 31.4 亿美元，服务及其他收入 45.8 亿美元。

世界黄金协会报告显示，年内金价大概率在4100美元左右小幅波动；若地缘政治风险加剧，金价很容易开启新的趋势性上涨。

8、和孙楠离婚真相大白，潘蔚近况曝光，难怪离开北京甘愿住农村大院

这50天的“刹车”，像是一场分化。

39岁的梅西依然是球队的绝对核心。

以下对话经智客ZhiKer编辑。

拓竹未来或许能够凭更高的出货份额和更大的收入规模获得溢价，但从创想三维上市开始，市场不会再只为产品口碑和增长故事定价：收入结构、利润质量、现金流和增长持续性，都会被放到同一张表里比较。