Group 1: Core Insights - The company, Moer Thread, has submitted its IPO application to the Sci-Tech Innovation Board, marking its entry into the capital market and revealing its growth trajectory and core competitiveness [1] - The latest prospectus showcases Moer Thread's technological accumulation and commercialization potential in the full-function GPU field, highlighting its all-stack technical barriers and impressive growth curve [1][2] Group 2: Technological Advantages - Moer Thread has built a comprehensive technical moat from chip to cluster, with its MUSA architecture supporting AI computing acceleration, graphics rendering, physical simulation, scientific computing, and ultra-high-definition video encoding [2][3] - The MUSA architecture signifies Moer Thread's technological maturity in the domestic full-function GPU sector, with its flagship AI product, MTT S5000, aiming to compete with NVIDIA's H100 in performance [3][4] Group 3: Market Performance - From 2022 to 2024, Moer Thread's revenue surged from 46.09 million to 438.46 million, achieving a compound annual growth rate (CAGR) of 208.44%, reflecting its strong market competitiveness [6] - Despite being in a loss-making position, the company has narrowed its net loss from -1,839.55 million in 2022 to -1,491.94 million in 2024, indicating a 19% reduction in losses [6] Group 4: Strategic Positioning - The company emphasizes strategic losses as a means to build competitive barriers, similar to Tesla's approach, where initial losses are viewed as investments in future market dominance [7][10] - Moer Thread's R&D investment efficiency has improved significantly, with revenue per unit of R&D expenditure increasing from 0.041 to 0.323, a rise of approximately 7.88 times [7] Group 5: Future Prospects - The company plans to raise 8 billion for R&D of three new-generation chips, targeting improvements in computing efficiency, AI computing capabilities, and the development of a self-controlled ecosystem [10] - Moer Thread's path indicates a potential transition from a technology investment phase to a value return phase, with expectations of reaching a J-curve inflection point for profitability [8][10] Group 6: Conclusion - Moer Thread is positioned to break through in the GPU sector, leveraging rapid architectural iterations and a robust patent portfolio to establish a technological moat [11] - The company aims to convert its technological advantages into commercial barriers, potentially leading to a new growth phase [11]

Core Viewpoint - The article emphasizes that the value of technology companies should not be measured solely by quarterly profits or losses, but rather by their ability to innovate and adapt through technological advancements, as exemplified by companies like Tesla and Nvidia [1] Group 1: Company Performance - Pony.ai reported a 12% year-on-year revenue increase to 102 million RMB in Q1 2025, with Robotaxi business revenue reaching 12.3 million RMB, a 200% increase, and passenger fare revenue surging by 800% [1][3] - The adjusted net loss for the company was 271 million RMB, with a gross margin of 16.6% [1] Group 2: Long-term Strategy - Pony.ai is focusing on long-term technological investments to build a competitive moat, similar to Nvidia's early years, with R&D expenses increasing by 38% year-on-year to 295 million RMB [2] - The company has developed a seventh-generation autonomous driving system that significantly reduces costs by 70% compared to previous models and enhances perception capabilities [2] Group 3: Market Position and Future Outlook - The Robotaxi business model is positioned for growth, with the company forming strategic partnerships with major platforms like Tencent Cloud and Uber, reaching over one billion users [3] - The autonomous driving industry is expected to enter a growth phase starting in 2024, with significant advancements in technology and policy support for commercial operations [4][7] - By 2030, the Robotaxi market is projected to reach 200 billion RMB, with Pony.ai's technology creating a competitive edge through reduced operational costs and advanced safety systems [7] Group 4: Conclusion - The current "strategic losses" of Pony.ai are indicative of a robust business model, with significant increases in passenger fare revenue and reduced costs signaling potential for future profitability [8] - The company is likened to Nvidia in its journey through R&D investment, technological breakthroughs, and ecosystem development, suggesting a promising future for autonomous driving in China [8]