软件ETF（515230）涨超2.1%，AI技术商业化加速或驱动行业发展

Group 1 - The core viewpoint indicates that GPT-5 has achieved a 74.9% accuracy rate in the SWE-bench programming test, marking the beginning of AI's replacement of mid to high-level development jobs [1] - The intelligent advertising system has reduced the cold start cycle by 30%-40%, providing quantifiable ROI improvements for digital marketing [1] - The demand for inference computing power is surging, leading to hardware consolidation, with Huawei's Ascend Cloud improving training efficiency by three times through liquid cooling technology [1] Group 2 - The GCP and CoreWeave dynamic allocation alliance may become an industry standard [1] - The domestic computing power ecosystem is accelerating breakthroughs in HBM storage bottlenecks, with liquid cooling technology enabling single cabinets to exceed 50kW power limits [1] - Advanced packaging is enhancing computing power density to support customized demands [1] Group 3 - Vertical scenario solutions are gaining capital interest, with a noticeable increase in market demand for specialized depth [1] - Only leading firms can sustain the continuous training of ultra-large models, while emerging players should focus on breakthroughs in vertical scenarios such as healthcare and industry [1] Group 4 - The software ETF (515230) tracks the software index (H30202), reflecting the overall performance of the software industry, covering various software development and service companies [1] - The index emphasizes the information technology sector, including but not limited to application software and system software, to represent the market value and growth potential of listed companies in the industry [1] - Investors without stock accounts can consider the Guotai CSI Software ETF Connect A (012636) and Guotai CSI Software ETF Connect C (012637) [1]