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No matter how, the decisive point of AGI infrastructure is “AI-native agentic infra” — Qi Qiong Xia Li Xue

MarsBitNews
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Mars Finance News On July 20, 2026, at the 2026 World Artificial Intelligence Conference, Xia Lixue, co-founder and CEO of Wuwen Xinqiong, proposed that, from Pre-training (pretraining) to Post-training (post-training), and from Test-time (inference-time expansion) to Agentic scaling (agentic expansion), under the influence of four Scaling Laws, the “supermarket” of model training and inference is nurturing each other. At present, today’s artificial intelligence infrastructure (AI Infra) must serve larger-scale operations with extreme efficiency. In the future, Wuwen Xinqiong can continuously expand the supported scale of cross-domain computing resources to beyond the 100,000-card level, supporting the online evolution of the next generation of Agentic AI. (Wide-Angle Observation)
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