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China and India face considerable scope for cooperation in the field of AI: Indian venture capital veteran_我的网站
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China and India have considerable scope for cooperation in the field of artificial intelligence (AI), as their AI capabilities are complementary in many respects, a senior Indian investor told the Global Times in an exclusive interview.
There is considerable scope for AI cooperation in areas that address common global challenges, including healthcare, education, agriculture, climate resilience, industrial productivity and scientific research, always within the policy frameworks established by the respective governments and international perspectives on responsible and secure AI, Mahendra Swarup, founder of VG Capital and former president of the Indian Venture and Alternate Capital Association, told the Global Times on Wednesday.
AI is likely to become one of the defining technologies of this century. India's strengths lie in software development, engineering talent, digital public infrastructure and entrepreneurial innovation. China has developed significant capabilities in AI applications, hardware, manufacturing and large-scale deployment. "These capabilities are complementary in many respects," Swarup said.
The veteran on the front line of India's venture capital investment sector made the remarks amid improving bilateral ties and a certain level of liberalization of Chinese investments in India.
Chinese investors have historically contributed to the growth of several successful Indian companies, especially start-ups. While investment activity has been moderated by regulatory developments over the past few years, there has always been underlying interest in the Indian market because of its long-term fundamentals, Swarup said.
"If the recent improvement in bilateral relations leads to greater regulatory clarity and business confidence, the Chinese investors will once again evaluate opportunities in India, although the general sentiment is one of cautious optimism," said Swarup.
Amid positive momentum in bilateral relations, Swarup noted rising opportunities for entrepreneurs from the two countries to engage in practical cooperation.
There are several areas where entrepreneurs from India and China could potentially complement each other's strengths, subject to the regulatory frameworks of different sectors in both countries, the investor said, highlighting areas including healthcare technologies, clean energy, electric mobility, advanced manufacturing, climate technologies, industrial automation, logistics and supply-chain innovation.
"In whichever sector the complementary strengths of both China and India can be brought together responsibly, they can create value not only for both countries but also for global markets," said Swarup.
India has recently shown signs of easing some long-standing restrictions on trade and investment with China, with Chinese experts saying that the move reflects the country's growing recognition of China's importance to its economic development, and a desire to create a more favorable environment for improving bilateral ties.
There has been a gradual policy adjustment, including easing restrictions on foreign direct investment (FDI) in e-commerce, allowing FDI from companies with Chinese ownership, The Hindu reported on August 1.
With India set to host a BRICS summit this year, Swarup also said that Indian and Chinese companies can work together to promote the interests of developing countries.
India and China are both major economies with significant experience in addressing the challenges of development at scale. Although each country has followed its own development path, there are areas where companies from both nations can contribute meaningfully to broader development across Asia, Africa and other emerging markets, Swarup noted.
There is considerable potential for collaboration in affordable healthcare, digital financial inclusion, renewable energy, agricultural technologies, education technology, infrastructure, supply-chain development and support for small and medium-sized enterprises. These are areas where scalable and affordable solutions can have a significant impact on improving livelihoods, the veteran said.
Partnerships that combine technology, entrepreneurship and long-term investment can help create solutions that are both commercially sustainable and socially impactful. "As two of the largest economies in the Global South, India and China have the opportunity to contribute positively to sustainable development through innovation, responsible investment and constructive commercial engagement," Swarup said.
。 8月25日消息，在Hot Chips 2026大会上，英特尔展示了面向智能体AI及企业级工作负载的三款架构，包括适用于以更高性能去调度与协同的Diamond Rapids处理器、支持高效推理的Crescent Island GPU，以及用于智能客户端与边缘计算的Wildcat Lake SoC。 其中代号Crescent Island（新月岛）的全新GPU加速器，是一款专为AI推理与智能体工作负载打造的低功耗、易部署GPU，不再兼顾传统的图形渲染性能。 Crescent Island采用标准PCIe 5.0 x16规格，整卡TDP功耗350W，配套成熟风冷散热方案，企业可以直接在现有风冷服务器上架部署，无需改造昂贵的液冷基础设施，通过合作伙伴的定制方案，其容量最高可扩展至480GB。 架构层面，Crescent Island首发搭载第三代Xe架构增强版本Xe3P，Xe3P是Panther Lake处理器内置Xe3架构的迭代增强版本，按照英特尔路线规划，这套架构未来将落地PC客户端、数据中心、边缘计算、工作站多条产品线，具备很高的通用性与拓展潜力。 为拔高AI推理能效，英特尔还对Xe3P核心做了大规模改造，AI矩阵计算XMX单元，从Xe2、初代Xe3的4层深度脉动阵列升级到16层，原生新增支持FP4、FP8低精度AI计算，同时完整覆盖FP16、FP32直至FP64全精度。 单Xe核心寄存器堆容量直接翻倍至1MB，L1缓存与SLM共享局部缓存提升到512KB，减少数据读写延迟，提升大模型吞吐能力。 芯片设计上，Crescent Island贯彻去图形化思路，完全移除3D渲染、光线追踪全套硬件模块，把节约下来的全部晶体管资源投入Xe计算核心与AI加速单元。 整卡内部划分4组Compute Slice计算块，集成32个Xe3P核心，合计拥有256个矢量引擎、256个XMX矩阵AI引擎，全部算力资源服务AI推理任务。 软件生态上，该加速器原生适配vLLM、SGLang、PyTorch等当下主流AI推理框架，降低企业落地大模型的适配成本。
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