The official release of GPT-5 has marked a significant milestone, showcasing impressive capabilities in long-text memory retention, hallucination rate reduction, and reasoning efficiency optimization. These advancements provide a robust foundation for the evolution of AI applications. Concurrently, Huawei has made a groundbreaking move by fully open-sourcing the CANN ecosystem. This initiative offers tailored support to developers across all levels, dramatically boosting development efficiency and positioning CANN as a formidable competitor to CUDA acceleration. These developments are poised to benefit software enterprises that possess data, customers, and diverse application scenarios. Furthermore, the burgeoning demand for model privatization is fueling the growth of all-in-one machines, hyper-converged systems, and B-end service outsourcing enterprises.