00后CEO率清华团队获得“DEMO GOD”大奖！新型密态计算为AI隐私护航、解锁数据“睡后收入”

Core Insights - The article discusses the rapid growth of generative AI in China, with over 600 million registered users expected by December 2024, highlighting the increasing reliance on AI for solving daily problems [2] - It emphasizes the privacy and security concerns associated with data leakage when using cloud-based AI models, leading to a demand for solutions that can protect sensitive information [2][10] Company Overview - Jinghua Misan, incubated at Tsinghua University, focuses on homomorphic encryption technology to address privacy issues in cloud-based AI applications [2][3] - The company recently won the "DEMO GOD" award at the 2025 DEMO CHINA event, standing out among 126 tech companies [3] Technology and Solutions - Homomorphic encryption allows computations on encrypted data without decryption, maintaining data security during transmission and storage [5][10] - The company is developing a high-performance homomorphic inference and training engine aimed at users who require privacy but cannot afford local deployment costs [10][11] - Jinghua Misan's solutions enable data owners to lease their data while ensuring it remains encrypted, creating a sustainable revenue stream [12][13] Market Demand and Strategy - There is a strong market demand for high-performance, practical homomorphic computing solutions, particularly in AI applications [5][8] - The company aims to focus on AI model inference and training, positioning itself as a leader in this niche market while avoiding broader applications where it lacks expertise [15] Future Plans - Jinghua Misan plans to launch its homomorphic inference and training engines by the end of this year and early next year, targeting both B2B and B2C users [10][12] - The company is committed to refining its technology to meet user needs and enhance user experience, with a focus on balancing security and performance [13][15]