受AI服务器疯狂抢夺晶圆产能影响，LPDDR4/5内存在2026年第二季度价格较2025年底暴涨约2倍。

1、天博官方 自吉鲁离队后，引进一名强力中锋始终是米兰管理层绕不开的话题。

不过米兰的体检流程在业内也是出了名的严苛，博尼法斯、马泰塔等球员都曾倒在米兰医疗团队这一关。天博官方未来，规模化脑电采集技术将持续沉淀数据，用于训练神经基础模型。

2、尽管局面“令人遗憾”，但温网始终还是温网

这种极致单一的模式，使得厂商可生产的内容也窄化。

3、OpenAI发布Presence智能体！AI应用赛道扩再度容

第一条路是瞄准零转会费的大牌。

4、TA：哈兰德和挪威是本届世界杯的“快乐源泉”；世界足坛彻底更新换代

泡泡玛特已经把美国市场当成了头号增长引擎。

5、那么严重？！小卡或将整赛季禁赛！

德容的控球组织能力对上阿姆拉巴特的拦截覆盖能力，谁能拿下中场，谁就能主导比赛节奏；二是边路攻防对决。

但我们没能做到这一点。

切尔西去年夏天就曾接近签下迈尼昂，当时被阿莱格里强硬否决。

6、官宣！男篮14人名单！赵睿领衔，郭士强主动调整8人，庞峥麟落选

其中提出，鼓励发展Token（词元）经济。

如果赛季末轮结束后有三支或以上球队积分相同，将依据直接交锋战绩制作一个涉及相关球队的小联赛积分榜，计算排名的优先级依次是直接交锋积分、直接交锋净胜球、联赛总净胜球、联赛总进球数、抽签决定。

7、“东北超”究竟有没有搞头？

所以，储能从「暴利」回归「正常利润」，短期修复空间有限。

奥地利则是典型的朗尼克式高压足球，主打4-2-3-1阵型，核心战术是极致的高位逼抢和快速攻防转换。

8、蛋白粉是智商税吗？！一篇告诉你真相！_网易订阅

全场控球率只有28%，射门次数9比21大幅落后，但4次射正就打入2球，反击效率惊人。

这是期权交易中，方向正确仍然亏钱的常见原因。

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。

9、媒体人：去年CBA选秀榜眼杜智博将加盟广州龙狮男篮

对于米兰而言，尽早锁定欧冠资格将成为抢人的关键筹码。

只要连续听几档中文播客，很快就能学会一套新的普通话。

10、刀尖上的舞者，梁靖崑再演大逆转，决胜局连得8分3-2战胜张本智和

葡萄牙的战术更加灵活，马丁内斯可以根据对手在4-3-3、4-2-3-1甚至3-4-2-1之间切换。

它的作用是在公司内部实现对齐，让产品、工程、安全和模型团队更高效地围绕同一个问题行动。

1、火热报名中

法国、西班牙、英格兰、阿根廷——这四支球队恰好包揽了赛前国际足联（FIFA）世界排名的前四位。

2、正式官宣！山东男篮完成重要签约，全力冲击前四

比如，展览已经成为泡泡玛特传递IP内容的核心方式之一。

3、【CBA联赛】季后赛12进8G2｜2-0挺进八强！浙江稠州金租83-81胜宁波町渥！

热刺今夏引援出手大方，需要通过出售球员来平衡账目，这为罗梅罗的离开敞开了大门。CCTV5直播！上海VS广厦G3重兵压境，古德温挑大梁，卢伟要夺赛点假如这笔转会成行，而加纳乔在最高舞台上又一次折戟，那他也许真的需要重新掂量一下自己的前途了。

4、Sub132的八名女跑者，定义上海女子半马的她力量

" "阿尔瓦雷斯的合同中存在条款，特定欧冠俱乐部可以低于5亿欧元违约金的价格签下他。

5、哈登打了17年了，他能实现10000助攻的伟大成就吗？

更为不利的是，希门尼斯在世界杯备战期间脚踝伤势复发，预计康复期长达六周，这将直接导致其错过夏窗初期的体检与合练，进一步削弱其市场吸引力。

6、真·QQ飞车！「电动版F1」上海开赛，Gemini在线解说

挪威时隔28年重返世界杯舞台，首轮4比1大胜伊拉克取得开门红。

其龙头产品TT语音，从一款解决“找人玩游戏”痛点的语音工具，进化成为了一个注册用户超2亿的兴趣社交平台。

今年三季度还要发布下一代S2，扩大至100个家庭测试名额，并同步开启预定。

7、Shams：詹姆斯未在等待戴维斯交易或其他球员动向

他先是用一记充满争议的“上帝之手”打破僵局，随后又在短短四分钟后，从中场启动连过五人，打入了世界杯历史上最著名的“世纪进球”。

*题图及文中配图来源于网络。

8、转动风火双轮，她是轮椅上的大满贯双冠王

恩多耶扳平比分，恩博洛“无脑假摔”成比赛转折点 落后的瑞士队并未放弃，他们在下半场发起了猛烈的反扑。

世界杯的每一场比赛都需要学会忍受煎熬，这是常态。

五年装车率曲线：2021年70%，2022年54%，2023年约52%，2024年50%，2025年44%，2026年5月38%。

之后，他没有进入未来队，而是直接外租斯佩齐亚登陆意乙职业赛场。