而这款模型的硬指标足以载入开源史： 2.8万亿总参数，896个专家中激活16个的超稀疏MoE架构，是全球首个开源的3万亿级别模型； 基于自研 KDA（Kimi Delta Attention）混合线性注意力机制与注意力残差（AttnRes）构建，相较上一代K2整体扩展效率提升约2.5倍； 100万token上下文窗口，原生支持视觉理解。

1、Kai云体育 尽管塞内加尔在1/16决赛中2-3惜败于比利时，遗憾止步32强，但马内用尽最后一丝力气，完成了对国家队使命的交代。

而他的搭档迈克尔·奥利塞，则用两次助攻将自己的单届世界杯助攻数提升至7次，打破了贝利保持的单届6助的纪录，将世界杯历史单届助攻王收入囊中。Kai云体育与此同时，左中卫帕夫洛维奇的去留也存变数。

2、曝李楠接任许利民！成为北京男篮新的主教练，实际早已越位

瑞士定位球效率极高，而加拿大高空对抗成功率达到58.3%，这一环节的较量可能直接影响比分。

3、都是熟人，西法半决赛最多将有26名俱乐部队友对决

因此谷歌的这份财报和随后的电话会期待值拉满。

4、他公开吐槽星爷新片，被全网围攻，却死也不道歉，凭什么？

先看光鲜的一面：总营收282.4亿美元，同比增长26%，超出市场预期。

5、弃用内马尔，替补读秒绝杀！安切洛蒂极限布局，诠释名帅博弈艺术

天华新能（300390.SZ）不遑多让，预计上半年盈利22亿元-24亿元，同比增幅2471.19%-2686.75%。

去年夏天米兰以约3800万欧元（含奖金条款）的总价将他从布鲁日带到圣西罗，俱乐部对这笔交易寄予厚望，阿莱格里也从赛季初就明确将他定位为莫德里奇的副手，意图是让这位年轻人跟着大师学习，逐步完成接班。

而在改革为直营模式之后，耐克的线上全部库存、物流、营销投放、退货风险全部将由自身承担，一旦市场需求不及预期，库存直接积压在品牌端。

6、Waabi公司利用AI和XR技术开发自动驾驶卡车测试系统

目前来看，这笔交易的搁置纯属行政层面的问题，与竞技层面无关。

陶冶随即判断出，竞争激烈不等于产品成熟，行业仍有大量基础体验没有被解决。

7、深夜，大涨！美股芯片股，集体反攻

（文｜出海参考，作者｜王璐，编辑｜罗文琴）Nextfin News — On July 22, latest research from Omdia showed that despite total market shipments dropping by over ten percent in the second quarter, Vivo—excluding its iQOO sub-brand—maintained its top position in the Indian smartphone market with 6.3 million units shipped. Yet despite its strength in the market, Vivo was unable to keep full control over its manufacturing plants in India. There is an unwritten law in the corporate world that market share acts as a moat and scale brings bargaining power. But in India, Vivo has just seen that principle turned on its head—and in a remarkably brutal fashion. On July 9, an official approval was finally granted. Dixon Technologies announced to the stock exchange that Vivo India received a clearance letter issued on July 8 by India’s Department for Promotion of Industry and Internal Trade. Under this approval, the manufacturing operations Vivo built over twelve years in India will formally be folded into a joint venture controlled fifty-one percent by a local partner. According to industry analyses, the new entity has a paid-up capital of just fifty million rupees—around three and a half million yuan—yet it is taking over a mega-factory designed for an annual capacity of over one hundred million units and backed by a workforce of more than ten thousand employees. Viewed in isolation, this transaction reads like a story of loss. But when placed back into the context of Vivo’s global footprint, its true nature changes entirely. India remains Vivo’s largest overseas market, ranking first in 2025 with 32.1 million shipments and a twenty-one percent market share, accounting for roughly one-third of the brand's total global volume. Overseas operations already contribute more than half of Vivo's global revenue, with targets set to raise that share to sixty percent this year and seventy percent by 2027. This shift in India does not merely affect a single regional market; it alters the structural load-bearing pillar of Vivo’s entire global strategy. With the Indian chapter coming to a close, Vivo now faces far more practical questions about its future: What exactly did this equity restructuring change, and how will the brand navigate its next phase of globalization? A Three-and-a-Half-Million Yuan Outlay for a Three-Hundred-Billion Revenue Business By securing a fifty-one percent controlling stake, Dixon leveraged its position to capture a cash cow with an annual revenue potential estimated between two hundred fifty billion and three hundred billion rupees—roughly twenty-one billion to twenty-five billion yuan. This revenue guidance originates directly from Dixon’s own management team. As early as May, Dixon founder Sunil Vachani revealed that the joint venture would handle approximately two-thirds of Vivo’s smartphone sales in India, representing over twenty million units annually. JPMorgan further projects that the joint venture will add around eleven million smartphone shipments in fiscal year 2027, scaling up to approximately twenty-two million units annually across fiscal years 2028 and 2029. From India's perspective, this outcome represents a decisive policy victory. Looking back at Vivo’s expansion abroad, its capital deployment in India consisted of substantial physical investments. According to an official press release issued by Vivo India in April 2023, the company outlined a total investment plan of seventy-five billion rupees. The first phase called for thirty-five billion rupees by the end of 2023, of which twenty-four billion had already been allocated alongside plans to inject an additional eleven billion rupees by year-end. The new facility in Greater Noida, Uttar Pradesh, spans roughly 169 acres—a site acquired back in 2018 that officially went into operation in mid-2024. It currently holds an annual production capacity of sixty million units, with plans to double that figure to one hundred twenty million upon full completion, rivaling the footprint of Samsung’s largest manufacturing plant in the country. By 2018, Vivo's earlier facility was already generating a monthly output of around one million units while employing nearly ten thousand local workers. What do these figures truly signify? They demonstrate that Vivo was never just a consumer brand in India; it had built an end-to-end manufacturing system, a local supply chain, and a massive employment ecosystem. The company replicated its battle-tested Chinese ground-sales model across India, extending from major metropolitan shopping centers down to rural retail shops across roughly seventy thousand touchpoints. It even transformed India into an export hub, shipping Indian-made smartphones to Thailand and Saudi Arabia for the first time in 2022, with export targets exceeding one million units in 2023. Yet after 2024, every one of these capital investments transformed into a distinct disadvantage at the negotiating table. Faced with mounting regulatory pressure, Vivo initiated discussions in 2024 with major domestic players including Tata Group, Murugappa Group, and Dixon Technologies to explore joint ventures or contract manufacturing options, though early negotiations stalled. In December 2024, Vivo signed a non-binding term sheet with Dixon Technologies, initiating a protracted government approval process that dragged on for nineteen months. Upon closing, the joint venture will purchase selected manufacturing assets from Vivo for an undisclosed amount, sign dedicated production and packaging agreements with Vivo India, handle a substantial share of its OEM orders, and retain the flexibility to manufacture for third-party brands down the line. With an initial capital commitment of just 25.5 million rupees, Dixon gains access to established assembly lines, skilled workers, an integrated supply chain, and guaranteed orders from a brand selling over thirty million phones a year. In return, Vivo retains only the right to continue selling smartphones in the Indian market alongside a forty-nine percent financial yield on equity. Using a newly incorporated entity with a registered capital of merely fifty million rupees to take control of an advanced industrial plant capable of producing over one hundred million units annually is virtually unprecedented in global business history. Vivo understood the gravity of the concessions, but faced with severe regulatory constraints, it was left with few alternatives. Why Did Stronger Sales Lead to Heavier Constraints? Under standard market conditions, Vivo’s operational execution in India was textbook perfect. According to data from market research firm Omdia, Vivo—excluding iQOO—led the Indian smartphone market throughout 2025 with 32.1 million shipments and a twenty-one percent market share, marking a nineteen percent year-over-year growth rate. Samsung trailed in second place with twenty-three million units and a fifteen percent share. By the fourth quarter, Vivo widened its lead even further, shipping 7.9 million units in a single quarter to capture twenty-three percent of the market. Securing the top spot in the world's second-largest smartphone market—a region absorbing roughly one hundred fifty-four million devices annually—should have been a landmark corporate victory after twelve years of dedicated effort. However, as policy priorities shifted unexpectedly, the very capital-heavy assets Vivo spent years building transformed into immobilized leverage against the company. In April 2020, India enacted Press Note 3, requiring case-by-case government review for all direct foreign investments originating from countries sharing a land border. This rule effectively blocked capital injection channels for Chinese entities. Over the following years, regulatory scrutiny targeting Chinese smartphone manufacturers steadily intensified. In July 2022, authorities accused Vivo India of illicitly remitting 624.76 billion rupees back to China under the guise of tax avoidance. Vivo was hardly the only brand reshaped by this changing regulatory framework. Enforcement agencies froze 55.51 billion rupees of Xiaomi India’s assets in a dispute that remains unresolved; OPPO received a customs tax demand totaling 43.89 billion rupees; Transsion's manufacturing subsidiary, Ismartu India, surrendered a 50.1 percent controlling stake to Dixon; and HKC’s joint venture with Dixon was approved under a seventy-four to twenty-six equity structure. Faced with these conditions, Vivo was forced into a harsh binary choice: abandon its sunk costs and hand over billions of rupees in physical plants and distribution networks, or accept majority control by a local partner in exchange for permission to remain in the market. The restructuring struck directly at the primary engine of Vivo’s international business. India is not just another regional market for Vivo; it is its largest overseas pillar. In March of last year during the Boao Forum for Asia, Vivo COO Hu Baishan emphasized two key realities to Bloomberg: India is Vivo's most critical international market, and with overseas sales contributing over half of total revenues, the company is aiming for sixty percent in 2026 and seventy percent by 2027. In essence, the restructuring in India does not just adjust a local subsidiary; it alters the foundational premise of Vivo’s global expansion story. The "deep localization" playbook—building local plants, hiring local workforces, and cultivating local component ecosystems—long viewed as an ideal blueprint for overseas expansion, saw its ownership structure unilaterally rewritten in its most prominent market. Without Direct Plant Ownership in India, How Will Vivo Secure One-Third of Its Global Footprint? From a strategic standpoint, Vivo officially characterizes its international methodology as "More Local, More Global." The strategy relies on manufacturing localization through plants in markets like India and Brazil; marketing localization via major cultural partnerships ranging from the Indian Premier League to official sponsorships at the UEFA European Championship; and channel localization by exporting its field-sales distribution networks. The effectiveness of this approach is undeniable, as evidenced by Vivo holding the top market position in both India and Indonesia. Yet Vivo’s challenges in India expose the inherent vulnerabilities of this model: an over-concentration in specific regional markets and the property-rights risk associated with capital-heavy physical infrastructure. Pushing "More Local" to its logical extreme means anchoring factories, workforces, and supply chain assets entirely within foreign legal jurisdictions. Under favorable conditions, these assets form competitive barriers; during regulatory shifts, they turn into operational exposure. The deeper Vivo planted its roots in India over twelve years, the less leverage it retained during structural negotiations. Another challenge lies in Vivo's limited footprint across premium segments and developed Western markets. In discussions with Bloomberg, Hu Baishan noted that Vivo has paused expansion into developed regions like the United States and Western Europe, where carrier channels and Apple hold dominant positions, preferring instead to consider entering via new product categories over a three-to-five-year horizon. In India, the focus shifts toward expanding presence in the premium segment above six hundred dollars. In short, Vivo’s international expansion remains focused primarily on mid-to-entry segments across emerging markets, offering thinner profit margins. A six percent decline in Southeast Asian regional shipments in 2025 serves as a clear reminder of these market dynamics. So where does the company go from here? Part of the answer is already visible in Vivo’s recent strategic adjustments. First, Vivo is reframing its presence in India, shifting from a direct asset-owning manufacturer to a brand, technology, and distribution coordinator. This setup preserves market share, protects cash flow, maintains a forty-nine percent financial yield, and allows its premium product plans to proceed as intended. This structural pivot is not mere external speculation; it is explicitly defined by the mechanics of the joint venture agreement. According to regulatory filings submitted by Dixon, the joint venture is mandated to carry out three specific operational functions: acquire selected manufacturing assets from Vivo, execute contract manufacturing and packaging agreements with Vivo India, and fulfill OEM orders—initially covering roughly two-thirds of Vivo’s local sales volume before opening up capacity to third-party brands. In other words, the joint venture functions as a contract manufacturer, while product R&D, branding, pricing strategy, and retail distribution remain controlled by Vivo India. Holding a forty-nine percent equity stake, Vivo transitions to an equity accounting model rather than full revenue consolidation while retaining proportional board representation to safeguard its governance voice. Simply put: manufacturing operations transfer to a locally controlled partner, while the commercial brand and retail business remain firmly in Vivo's hands. Maintaining market leadership, preserving operational cash flow, and collecting a forty-nine percent share of manufacturing profits represents a practical compromise designed to minimize disruption. Second, Vivo is actively establishing a multi-hub manufacturing and brand strategy. In late May 2025, Vivo launched its product line in São Paulo, Brazil, under the Jovi sub-brand name. Because the "Vivo" trademark was already registered by local telecom operator Telefônica, the company adapted by entering under an alternate brand identity. Manufacturing was assigned to a local partner, GBR, with production lines established in the Manaus Free Trade Zone that went operational in January 2025. Complemented by established market positions in Colombia, Chile, and Peru, Latin America is emerging as Vivo's next core strategic region. The Brazilian operating model serves as a template tailored for the post-India era: brand names can adapt, manufacturing can be outsourced to regional assembly partners, and market entry moves forward without exposing heavy physical assets to single-jurisdiction legal risk. The experience in India delivers a clear lesson on corporate asset ownership: deep operational localization alone is no longer an absolute defense, making governance structure and geographic diversification essential indicators of long-term resilience.7月24日，旭阳新材IPO即将上会。

米兰的另一个目标是乌拉圭国脚希门尼斯，红黑军团已经与这位马德里竞技中卫展开了实质性接触。

8、胖东来获国家级认可，13店年销126亿于东来上新闻联播

”斯旺西城宣布从马瑟韦尔签下边锋伊莱贾·贾斯特，这笔转会尚待相关批准。

而小米上调出货目标，且把增量部分投向低端机型的原因，则在于上游供应链的变化。

目前日本队场均失球仅0.33个，防守体系十分稳固。

9、注意！库尔勒这个路段全封闭施工

该公司的情况并非孤案，其他多家锂盐企业均表示，受益于下游动力电池和储能需求增长，各锂企产能利用率普遍较高，量价齐升。

不过，对于他的未来，拉波尔塔直言，俱乐部并无放人计划，哪怕拉菲尼亚在首发位置的竞争中遇到了压力。

10、立陶宛新总理刚上台就变脸，“台湾代表处”不变，中方早划下红线

荣耀：给手机装上“脑”和“手” 荣耀的选择最为独特。

将技术优势转化为可负担的商业价值，这是C端AI创业者必须跨越的死亡之谷。

1、正式开启交易！北京首钢将范子铭摆上货架，多家俱乐部有意

法国队本届赛事前六场保持全胜，小组赛三战轰入10球仅丢2球，以I组头名强势出线。

2、《影之刃零》拿版号开预约！直接登顶WeGame预约榜

属于多米尼克·索博斯洛伊的安菲尔德传奇，才刚刚写下序章。

3、段刘愚转会云南：泰山队的取舍与新生，球员的适配与机遇

他们从我们身上赚了太多钱，我们得让他们少赚点。山东出租归化球员 从佛得角后裔德尔加多 再到前年租借到申花费南多如果有人持有IBM股票，主要是承受股价的线性变化。

4、裁判跑抽筋、乌龙送大礼！美澳默契战演神剧本，土耳其深陷绝境

巴塞罗那已经对托特纳姆热刺中卫克里斯蒂安·罗梅罗表达了兴趣，一场围绕这位阿根廷国脚的豪门争夺战，可能在今年夏天上演。

5、本文连载：四大前锋之外的最强前锋，怒吼天尊拉希德-华莱士

"我没有水晶球，但这很大程度上取决于自律和坚持。

6、中国U17女篮vs拉脱维亚前瞻： 李沅珊能否率队晋级世青赛八强

鲜食本来就是便利店的核心品类，7-Eleven 此次在江苏落地 7 鲜零食，依托的是华东区域成熟的鲜食供应链网络，但如果要复刻华北、西北等弱势区域，就必须配套对应的生产基地和冷链体系。

两支欧洲豪门本届赛事均展现出极强的竞争力，前者保持全胜火力全开，后者传控稳固连场绝杀，这场对决被普遍视为提前上演的决赛。

可到了用户手里，感知却是另一回事。

7、帮ChatGPT补足短板的，竟然是一家中国黑马！

知名空头、Chanos & Co.创始人Jim Chanos在播客里吐槽，没人能算得清数据中心的账。

用户在平台上看到一个模型，不必自己建模，也不必反复调参，可以直接把任务发送到设备。

8、广元市第一人民医院曾家山医院正式揭牌

开头说清楚标的收益为什么能加速。

这是两套完全不同的战术，米兰球员今年夏天要改变的是整个跑位逻辑。

凭借替尔泊肽的热销，礼来成为全球首家市值破万亿美元的药企，成为无数医药人心目中的“成功范本”。

两队首轮均取得开门红，此役直接对话将决定小组出线形势，一场精彩的攻防大战即将上演。