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Core Viewpoint - NextSilicon is innovating in computer architecture with its Maverick 2 processor, aiming to address challenges in high-performance computing (HPC) and artificial intelligence (AI) by utilizing a unique data flow architecture that enhances performance and efficiency [2][3][16]. Group 1: Company Strategy and Architecture - NextSilicon's Maverick 2 processor is designed to overcome limitations of traditional CPU and GPU architectures by directly executing computation graphs, eliminating the need for instruction serialization and reordering [7][8]. - The architecture allows for simultaneous execution of multiple memory operations and arithmetic logic unit (ALU) operations, significantly improving performance by masking core latency sensitivity [6][9]. - The company emphasizes the importance of memory management, utilizing a unique memory management unit (MMU) that handles fewer memory accesses, thus optimizing memory access patterns [10][11]. Group 2: Performance Metrics and Testing - NextSilicon's architecture has demonstrated unprecedented performance in benchmarks such as GUPS (Giga Updates Per Second), showcasing its ability to handle random memory access efficiently [18]. - The company aims to maximize performance by transforming workloads typically limited by computation into those limited by memory, thus achieving optimal performance levels [19]. Group 3: Market Focus and Future Directions - NextSilicon strategically targets the HPC market, which, despite being smaller than the AI market, provides a mature environment for technology development and customer collaboration [16][17]. - The company is exploring how to leverage its HPC chip for AI applications, indicating a future direction that combines high-performance computing with artificial intelligence workloads [23][24].