本智激活完成数千万元种子轮融资，加速端侧 AI 全面落地

Core Insights - "BenZhi Activation" is a startup incubated from Shanghai Jiao Tong University's Institute of Parallel and Distributed Systems (IPADS), which is renowned for its expertise in operating systems and distributed systems, ranking first globally in the CSRankings for the past decade [2] - The team, led by CEO Mi Zeyu, focuses on edge-native AI solutions, aiming to transform personal AI paradigms by addressing privacy concerns, high costs, and lack of personalization in cloud-based AI models [2][3] Group 1: Technological Innovations - "BenZhi Activation" proposes a disruptive "edge-native" full-stack design that reconstructs the software and hardware technology system from the ground up, achieving true edge intelligence without sacrificing model intelligence [3] - The team has achieved significant breakthroughs in edge model algorithms and infrastructure, including the release of the PowerInfer edge model infrastructure system, which operates a trillion-parameter model efficiently on consumer-grade NVIDIA GTX 4090 GPUs, achieving 90% of the performance of data center-level A100 GPUs [4] - The upcoming PowerInfer-2, set to launch in June 2024, will enable the smooth operation of a 47 billion-parameter model on smartphones, surpassing the performance of international benchmarks by 29 times [4][5] Group 2: Market Impact and Future Prospects - The first batch of edge-native models will be released and open-sourced on July 26, 2025, featuring original algorithm architectures designed specifically for edge devices, allowing for smooth operation on budget hardware [5] - Industry experts highlight the growing demand for privacy protection and low latency, positioning edge intelligence as a key entry point connecting the virtual and physical worlds, with "BenZhi Activation" leading the way in low-cost, efficient deployment of large models on mainstream devices [6] - The company is recognized as one of the few globally with top-tier R&D capabilities and mass production experience in edge AI, indicating a strong potential for future growth and innovation in the sector [6]