AI创业，要开始「啃硬骨头」了

Core Insights - The article emphasizes the integration of artificial intelligence (AI) with the real economy, highlighting its role as a core efficiency engine in technological transformation [2] - The "AI Hui Ju · Chuang Ling Xin Ju" 2025 AI Innovation Roadshow Conference showcased innovative companies and investment institutions, aiming to create a high-value industry connection platform [2][3] Group 1: AI and Industry Integration - AI is transitioning from a "technical tool" to an integrated "ecosystem component," allowing for deeper fusion with various technical scenarios [7] - The industrial market is poised for immediate release upon technological breakthroughs, as indicated by the CFO of Haiberlian [22][24] - Companies like Yuedian Technology are focusing on integrating private enterprise data with AI to enhance business processes and efficiency [31] Group 2: Innovations in Material Science - New materials are a significant focus, with companies like Gachuang Future utilizing "heterogeneous epitaxy" technology to develop gallium oxide films, which are ideal for next-generation high-voltage power devices [5][21] - New Research Materials is leveraging AI to transform material development paradigms, achieving a 70% increase in efficiency through AI-driven research agents [5][26] - The long development cycles in new materials necessitate identifying larger potential markets to ensure successful commercialization [6] Group 3: AI in Retail and Consumer Applications - Cloud Jinwei is developing an integrated "AI shop assistant" for small retail businesses, combining security, operational analysis, and intelligent product selection [10][19] - Investment perspectives suggest that while AI introduces new value, it does not immediately disrupt existing hardware markets [10][14] - The evolution of multi-modal large models is expected to drive new hardware developments, enhancing human engagement and social relationships [12][16]