AI芯片峰会速递（2）：RISC-V产业化提速：“RISC-V+dcsc+AI”落地，RVV成AP-NPU关键桥梁

Investment Rating - The report does not explicitly state an investment rating for the industry or specific companies involved in the RISC-V ecosystem Core Insights - The RISC-V ecosystem is rapidly advancing in AI computing, with companies like ESWIN, Andes Technology, and Nuclei showcasing their strategies and commercialization progress [10] - The "scenario-first" approach of RISC-V emphasizes vertical industry applications rather than direct competition with existing CPU/GPU architectures [11] - RVV (RISC-V Vector) is emerging as a crucial link between general-purpose CPUs and dedicated NPUs, enhancing flexibility and scalability in AI applications [12] - Software-hardware co-design is addressing the ecosystem gaps for RISC-V, facilitating easier development and deployment of AI solutions [13] - RISC-V's path to higher-tier AI computing is becoming clearer, with significant medium- to long-term potential as the ecosystem matures [15] Summary by Sections Event Overview - On September 17, RISC-V ecosystem companies presented their AI computing strategies, highlighting advancements in product development and industry applications [10] RISC-V Strategy - ESWIN's roadmap focuses on integrating RISC-V with domain-specific compute and AI, targeting specific industry needs such as video processing and graphics acceleration [11] RVV's Role - RVV is positioned as a bridge between general CPUs and NPUs, enabling efficient collaboration among application processors, vector processors, and NPUs [12] Software-Hardware Integration - The development of comprehensive software stacks and tools is crucial for RISC-V's ecosystem, moving from a phase of having cores without a supporting ecosystem to one that is fully developable and verifiable [13] Challenges Ahead - Key challenges include memory and bandwidth limitations, software portability, and interconnectivity among multiple chips, which need to be addressed for RISC-V to fully realize its potential in AI computing [15]