Brief

Kunlun Wanwei Chairman and CEO Fang Han stated that experience is no longer a competitive advantage in the AI era, as AI can easily replace roles that are closed-loop and fault-tolerant. He believes that jobs requiring high judgment and accountability, such as those involving storytelling, idea generation, defining beauty, system building, and paradigm shifting, will remain irreplaceable. Fang Han also noted that token consumption is becoming a new metric for AI strength, with significant disparities between average users and heavy users, and advised companies to aim for the second position in AI implementation to balance innovation costs and market capture. AI

The AI industry is shifting its focus from model parameters to computational efficiency, with "token economics" emerging as a new value unit. This transition is driving demand for "token factories" – intelligent computing centers optimized for inference, which is projected to consume significantly more power than training. Beijing Yingbo Digital Technology Co., Ltd. positions itself as a full-stack builder of these token factories, offering integrated solutions from planning to delivery and flexible billing models. AI

At the AIGC2026 summit, Hong Yuan, Chief Product Officer at Taichu Yuanqi, highlighted that heterogeneous computing will be a crucial direction for future AI infrastructure. As AI applications like Agentic AI and code assistants become more prevalent, the demand for computing power, particularly in terms of token consumption, is rapidly increasing. Yuan emphasized that domestic AI computing power has a significant opportunity but must focus on large-scale cluster services, computational efficiency, and ecosystem usability to truly break through. AI

Huatai Securities is optimistic about the coal sector, predicting continued outperformance due to sustained demand for both thermal and non-thermal coal. They anticipate domestic coal prices to remain strong, potentially exceeding 900 yuan/ton in the summer peak of 2026. Separately, CITIC Securities highlights the standardization and widespread adoption of Token services, driven by major telecom operators. This shift is expected to revalue the industry and transition compute leasing from fixed monthly rates to usage-based billing, favoring leading compute leasing providers. AI