Large Model Companies and AI Infrastructure Firms Recently Attract Capital


Hao Jianye believes that if AI cannot move from 'storage' to 'memory,' it cannot become a true intelligent partner. The company he founded, MemoraX AI, completed a million-dollar seed round just one month after its establishment, led by the L2F Lightsource Entrepreneur Fund and Zhongding Capital. The funds will mainly be used for research and development of Agentic RL (Agent Reinforcement Learning) technology, aiming to break through the limitation of large models being merely efficient search engines.
The focus of the competition among large models is shifting from performance comparison to large-scale application in enterprise scenarios, with a pursuit of low cost and high efficiency. Ant Group has launched the commercial version of Ling-2.6-flash, called LingDT-2.6-flash, which emphasizes "Token Efficiency." Compared to models of the same parameter level, it can save 90% of Token consumption, making it faster and more cost-effective, and suitable for large-scale deployment in real enterprise scenarios.
Ant Group first showcased its 'Data+AI' as the core, demonstrating a full-stack layout from underlying technology to industrial applications at the 9th Digital China Construction Summit, marking a new stage in its data strategy - the 'Intelligent and Trustworthy Data Flow'. By integrating large models into daily scenarios, AI tools are implemented in practice. The medical AI application 'Ant A Fu' has served over 100 million users, and has collaborated with the Fuzhou Health Commission.
At the Beijing Auto Show, Ruan Chong, a former core researcher of DeepSeek's multimodal technology, appeared as the chief scientist of Yuanrong Qixing, marking the company's shift in autonomous driving technology. CEO Zhou Guang stated that multimodal large models achieved breakthroughs in early 2026, and the advantages of the autonomous driving route based on large models are significant, surpassing previous technologies.
China Eastern Airlines has partnered with Alibaba's Tongyi Qianwen, becoming the first domestic large model to be fully integrated into China Eastern's services, ushering in a new era of full-process AI ticket service. This move will streamline the ticket purchasing process, changing the traditional model of relying on OTA platforms or switching apps, and reshaping the airline sales landscape.