从品类特点上看，新鲜零食主打“短保”“现制”，这就意味着新鲜零食会受到其供应链半径的刚性约束，在同一个供给工厂内物流辐射半径内，要尽可能地增大新鲜零食店的布局密度，才能在摊薄成本的同时增收，这也是为什么业内普遍认为，几多全、金粒门的开店模式已经基本上是品类赛道的天花板。

1、星空综合 综合来看，这会是一场胶着的比赛。

重新审视千元机 在一众头部厂商重新审视中低端产品线同时，市场对于“千元机”的需求也在变化，参数比拼与价格补贴开始失效，差异化卖点成为千元机新的战场。星空综合更大的压力来自费用端。

2、MLB交易截止日倒计时：金莺老虎等多队仍陷买卖两难，未来一周定走向

本纳塞尔在萨格勒布迪纳摩的租借经历十分坎坷，本赛季的大多数时间他都在与伤病作斗争，至今只出场了14次，贡献1球2助攻。

3、阿根廷心态太稳了，图赫尔太苟了！这锅背定了，和纳格尔斯曼堪称卧龙凤雏

在汽车业务之外，储能毛利率暴跌也需要单独看。

4、意大利有救了！曼奇尼皮尔洛靠边站，马尔蒂尼锁定历史最佳主帅

他必须把奖杯交给这个他公开唾弃了整整一年半的国家。

5、“始祖鸟炸山”余震未了：高管下课、双十一遇冷，中产信仰崩塌？

足球还是用脚踢的竞技体育，技术流永远是最为先进的战术。

引爆点来自上海出台的直接融资“20条”，其中明确提出要推进可控核聚变、具身智能、大模型、量子计算、脑机接口等未来产业企业在科创板上市，并持续扩大第五套上市标准的适用范围。

然而，真正定义这支球队的并非数量，而是质量——目前全队已有17粒世界杯进球，创下队史单届赛事新高，距离打破世界杯俱乐部单届进球纪录仅差2球。

6、场均角色缩水三分化，掘金拒绝多队对2306万前锋的询价

事实上，过去圈内还有一种暗仓玩法。

"西班牙是一支非常出色的球队，球员们都很棒。

7、萨巴伦卡不敌大坂直美无缘温网八强：我的表现配不上世界第一，女单前三号种子全部出局

整场比赛火药味十足，阿根廷球员显然将限制贝林厄姆作为核心战术，上半场多次通过踢拽和推搡试图激怒这位英格兰核心。

资金往哪走？全球黄金ETF在6月净流出74吨。

8、汉密尔顿：亨格罗宁第9冠考虑一下？

跻身前五的还有2012赛季，伊布拉希莫维奇和蒂亚戈·席尔瓦的出售产生了5340万欧元的资本收益，这一年也被很多球迷定义为米兰衰落的起点。

技术、数据、产品这类岗溢价天然高；文科也别慌，商业分析、用户研究、内容运营一样有出路。

他目前只有一粒进球入账——在对阵沙特阿拉伯的比赛中，他成为自贝利之后在世界杯取得进球的第二年轻球员——但他的影响力远不止于此。

9、打平就出线！世界杯也有国足魔咒：南非队用韩国的方式击败韩国

意甲各家俱乐部长期沿用体育总监负责制，马洛塔、琼托利等业内知名高管，都是球队竞技层面的核心支柱。

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、比GT3更实用？这台六速手动997 Targa 4S配定制金漆与四驱，里程仅2.9万英里

北京时间7月15日凌晨3时，2026年美加墨世界杯半决赛，西班牙2-0完胜法国。

但进球之后，图赫尔并未选择乘胜追击，反而接连做出偏重防守的换人调整，全队阵型回收，将控球权拱手相让。

1、基恩谈贝林厄姆：他是世界第一中场！罗德里、佩德里、维蒂尼亚都要靠边站？

据德国方面消息，阿斯拉尼仍在苦等巴萨的召唤。

2、玛莎拉蒂格雷嘉纯电座舱官图：物理按键被“干掉”了？

第二：世界杯季军战不那么重要，两队轮换踢对攻大战！对于欧洲足坛而言，世界杯季军战不那么重要，认为这是失败的比赛，第三名和第四名有啥本质区别。

3、卡里克截胡绝杀！曼联重磅报价，硬抢世界杯第一门神

不仅是月之暗面，我们在国内大厂的AI业务操盘者、头部的模型创业公司身上都能看到与Anthropic相近的认知和行动。就该这样！日本卡中国芯片设备损失千亿，却还问：凭什么反制回来其次是即战力，镰田大地已经在德甲和英超证明过自己，并且有1年的意甲比赛经验，不需要太长的磨合时间。

4、轮到以色列被威胁，但土耳其不是伊朗，内塔不敢打只敢告状

战术核心是中场控制+防守反击+定位球。

5、美国高官：很开心伊朗队出局！伊朗外长：你们不配办世界杯

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。

6、意大利U17备战U17欧洲杯和U17世界杯，尤文小将有望出战

据多方消息，阿森纳正计划在赛事结束后，加速推进针对摩根·罗杰斯阿尔瓦雷斯的引援行动。

交易首日，股价一度较12.85美元上涨约40%。

当阿根廷迫切需要进球时，梅西拉得更靠边，开始找到了英格兰整场比赛努力封堵的那些角度。

7、阿斯顿·马丁七次破产，再借7.35亿美元，中国吉利或接手

调平、校准、寻找参数、等待失败再重新开始，占用了用户本应花在创造上的时间；机器越需要被照料，3D打印越难成为一种日常行为。

因为借款人在最初优惠利率结束后，明显上升的月供会带来很多信用违约。

8、世界杯封神！曼联锁定 8000 万冠军飞翼！决赛爆发助西班牙登顶

据《罗马体育报》透露，有三名主力球员极有可能在米兰对阵卡利亚里的比赛中坐在替补席上观战。

孙卓认为，“战略要坚定，但战术一定要灵活。

后卫贾雷尔·夸安萨因红牌被禁赛两场，确定缺席对阵挪威的比赛。

但要想将这位28岁的中卫从北伦敦带走，任何潜在的运作都需要一笔天文数字的投入。