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本周数据平台本月相关部门通报重要进展:近日监管部门发布重要通报,公交车被查，这才几天没做水，市民出行受阻，相关部门应如何应对？

近日，一则关于公交车被查的新闻引起了广大市民的关注。据悉，这辆公交车因未按规定进行水洗，被相关部门查处。然而，这才几天时间，市民们就感受到了出行的不便。面对这一突发状况，相关部门应如何应对，保障市民的出行需求，成为了众人关注的焦点。 据了解，这辆公交车属于某城市公交公司，因未按照规定进行水洗，被当地交通执法部门查获。根据规定，公交车必须定期进行清洁，以保证乘客的出行环境。然而，此次事件暴露出公交公司在管理上的疏忽，也让市民对公交出行产生了担忧。 事件发生后，市民们纷纷表示出行受到了影响。原本便捷的公交出行，如今却变得异常艰难。许多人表示，为了避开这辆被查的公交车，不得不选择其他交通工具，或者绕路出行。这不仅增加了市民的出行成本，还让原本就拥堵的交通状况进一步恶化。 面对这一情况，相关部门应采取以下措施，保障市民的出行需求： 首先，公交公司应立即对涉事车辆进行整改，确保车辆符合规定。同时，对其他车辆进行检查，防止类似事件再次发生。此外，公交公司还应加强对驾驶员的培训，提高他们的服务意识和责任感。 其次，交通执法部门应加大巡查力度，对违规车辆进行严厉查处。同时，加强对公交公司的监管，确保其严格按照规定进行车辆管理。 再次，政府部门应加大对公交行业的扶持力度，提高公交服务水平。通过优化公交线路、增加车辆投入、提高驾驶员待遇等措施，提高公交出行的吸引力，让市民更加愿意选择公交出行。 此外，针对此次事件，公交公司可以采取以下补救措施： 1. 向市民公开道歉，承认错误，并表示将采取措施整改。 2. 为受影响的市民提供一定的出行补贴，减轻他们的出行负担。 3. 加强与市民的沟通，了解他们的出行需求，提高公交服务水平。 4. 建立长效机制，防止类似事件再次发生。 总之，公交车被查事件给市民出行带来了不便，相关部门应高度重视，采取有效措施，保障市民的出行需求。同时，公交公司也应以此为鉴，加强内部管理，提高服务水平，让市民享受到更加便捷、舒适的出行体验。只有这样，才能让公交出行真正成为市民出行的首选。

TMTPOST --   Chinese telecommunications giant Huawei unveiled a sweeping expansion of its artificial intelligence computing ambitions on Thursday, announcing new supercomputing systems powered by its in-house Ascend chips. The move signals escalating competition with U.S. chipmaker Nvidia, the global leader in AI processors.AI-generated imageAt its annual Huawei Connect conference in Shanghai, the company introduced the forthcoming "Atlas 950 SuperCluster," which it said will begin rolling out as early as next year. The announcement underscores Huawei ’ s determination to challenge U.S. dominance in advanced AI hardware despite Washington ’ s tightening export controls on semiconductors."The competition has undeniably arrived and is gaining momentum," an Nvidia spokesperson said. "Customers will choose the best technology stack for running the world ’ s most popular commercial applications and open-source models."U.S. restrictions have cut China off from the most advanced chips needed to train large-scale AI models, forcing Chinese firms to rely on domestically developed processors or stockpiles of older foreign components. Huawei, long targeted by U.S. sanctions, has turned to large-scale clustering of its less powerful but increasingly refined Ascend processors. By combining vast numbers of these chips in interconnected networks, the company aims to match or surpass the performance of systems built on Nvidia ’ s hardware.Huawei said it plans to release three new versions of its Ascend chips through 2028, pledging to double computing power with each iteration. At the base level, its new Atlas 950 supernode will connect 8,192 Ascend chips. A full Atlas 950 SuperCluster would integrate more than 500,000 chips.A future upgrade, the Atlas 960 system slated for 2027, is projected to support nearly 15,500 chips per node and scale to more than 1 million Ascend processors across a full supercluster. Huawei claimed these would represent the world ’ s most powerful AI systems by raw computing power.Huawei did not shy away from comparisons with its American rival. Eric Xu, the company ’ s vice chairman and rotating chairman, said the Atlas 950 supernode would deliver 6.7 times more computing power than Nvidia ’ s upcoming NVL144 system. He went further, predicting Huawei would "be ahead on all fronts" compared with Nvidia ’ s 2027 offering — and claimed the Atlas 950 SuperCluster would even exceed the computing capacity of Elon Musk ’ s xAI Colossus project.While independent verification of Huawei ’ s claims is limited, industry experts said the company ’ s ambition is clear."Huawei ’ s announcement on its computing breakthrough is well timed with recent increasing emphasis by the Chinese government on self-reliance on China ’ s own chip technologies," said George Chen, partner and co-chair of the digital practice at The Asia Group. While noting that Huawei might be overstating its technical edge, he added, "the ambition to be a world AI leader cannot be underestimated."Research from SemiAnalysis earlier this year found that Huawei ’ s CloudMatrix system outperformed Nvidia ’ s equivalent despite each Ascend processor offering only about one-third the power of an Nvidia chip. The advantage came from scale: Huawei deployed roughly five times as many chips in its clusters."Computing power has and will continue to be the key for AI," Xu emphasized during his keynote speech in Shanghai.Huawei ’ s new announcements build on earlier efforts. Two years ago, it introduced the Atlas 900 SuperCluster, which it still markets with "thousands" of Ascend chips. On Thursday, the company said it had already deployed more than 300 Atlas 900 A3 supernodes to over 20 clients across telecoms, manufacturing, and other sectors.This momentum reflects a broader push within China to substitute foreign technology with homegrown alternatives. Beijing has increasingly pressed domestic firms to use local suppliers and invest in national semiconductor capabilities. Huawei ’ s breakthroughs are likely to be touted as proof of progress in these efforts.Huawei ’ s offensive comes as Nvidia faces growing headwinds in China, once one of its most important markets. Earlier this week, China extended an antitrust probe into the U.S. company over alleged monopolistic practices. On Wednesday, Nvidia ’ s shares fell more than 2% after the Financial Times reported that Beijing had ordered Chinese tech giants to halt testing and purchases of the RTX Pro 6000D, one of Nvidia ’ s new AI-focused chips.Nvidia Chief Executive Jensen Huang expressed frustration over the developments. "I am disappointed to hear this news," he told reporters, while reiterating that Huawei represents a "formidable" competitor.The geopolitical context adds another layer of complexity. The U.S. and China concluded trade talks in Spain this week that reportedly included discussions over the fate of TikTok, the video app owned by Beijing-based ByteDance. But technology co