Core Viewpoint - The article discusses the recent layoffs at Zhipu, a leading AI company, highlighting the urgency and lack of empathy in the process, which reflects the company's struggle between profitability and the pressures of going public [4][11][20]. Group 1: Layoff Details - Zhipu has implemented rapid layoffs, with employees given only two days' notice before their last working day, which has caused significant frustration among staff [5][8]. - The layoffs affected key departments, including the R&D center, which is crucial for the company's revenue generation, particularly from state-owned enterprises [7][9]. - Employees believe the layoffs are part of a strategy to present a more favorable financial report ahead of the company's IPO, aiming for higher efficiency [9][19]. Group 2: Organizational Restructuring - The layoffs are seen as a compromise following a loss of momentum in commercialization and imbalances in investor power [11][12]. - Following a major strategic shift in April, Zhipu restructured its business lines to reduce overlap and improve efficiency, but this did not initially lead to layoffs [12][14]. - The restructuring was influenced by the success of DeepSeek, which has changed the competitive landscape for AI companies, forcing Zhipu to adapt its business model [14][15]. Group 3: IPO Preparation - Zhipu is the first among the "AI Six Dragons" to pursue an IPO, with plans to submit its application by October [17][18]. - The company has faced criticism for its organizational structure, which is perceived as top-heavy, necessitating adjustments before the IPO [18][19]. - The adjustments are aimed at correcting the valuation logic in the capital market, moving away from low-margin, long-cycle customized projects to more profitable models [20][21]. Group 4: Market Position and Challenges - Zhipu's shift towards C-end products, particularly focusing on international markets, is part of its strategy to enhance profitability and market appeal [20][21]. - The company faces significant competition from established players and emerging startups, making it challenging to carve out a distinct market position [22].

Core Viewpoint - The Z DemoDay showcased 24 early-stage AI projects, marking a shift from "tool revolution" to "intelligent agent revolution" in AI entrepreneurship [6][10]. Group 1: Event Overview - The event was hosted by Xinglian Capital (Z Fund) and ZhiPu Z Plan, featuring 24 AI projects across various sectors including finance, law, embodied intelligence, education, animation, and productivity tools [2][6]. - The event attracted 450 investors and emphasized the importance of diverse innovation elements to increase the probability of breakthroughs in AI entrepreneurship [6][10]. Group 2: Project Highlights - The showcased projects included: - **AmiO Robot**: Focused on intelligent manufacturing solutions [36]. - **Xinyan Weimo**: A platform for dynamic monitoring using AI and advanced microscopy [38]. - **LATIOS.AI**: An agent providing overseas investment intelligence [40]. - **ClipCap**: A video creation agent that streamlines the video production process [43]. - **ComindX**: A personalized cognitive engine for content creation [45]. - **Edison**: An AI video growth agent targeting content creators [48]. - **Fortunetell AI**: Offers decision support based on traditional wisdom and AI [50]. - **iOffer**: An AI-driven study abroad application assistant [53]. - **Jing Tong Technology**: A platform for AI knowledge management [55]. - **Lovpen**: An AI agent for content creation tailored for KOLs [58]. - **PowerLaw**: A legal tech company providing AI-driven contract solutions [61]. - **Mob.AI**: Focused on creating engaging virtual experiences [63]. - **Perle**: An entertainment tech company leveraging AI for content creation [65]. - **Singularity**: An AI hardware company for children's education [68]. - **Qujing Technology**: A pioneer in model inference acceleration [71]. - **Tian Da Zhi Tu**: A knowledge base for traditional Chinese medicine [74]. - **Xing Po Yun Miao**: An AI animation production platform [76]. - **BeingBeyond**: A company focused on embodied intelligence [79]. - **6E**: A GenAI solution provider in Southeast Asia [83]. - **LemonAI**: A self-evolving AI agent [85]. - **Mingzhi AI**: An AI-native company focused on enterprise applications [87]. - **Prismer**: A research platform for elite researchers [97]. - **Shen Yuan Zhi Yao**: A biotech company focused on AI-driven drug development [98]. Group 3: Innovation and Collaboration - The event highlighted the importance of creativity in AI, showcasing how AI can serve as a catalyst for human imagination and innovation [27][30]. - The collaboration between Z Plan and Xinglian Capital aims to build an "AI creativity symbiosis network," providing entrepreneurs with technological empowerment and capital acceleration [30].

作者｜ Stone Jin 微信公众号｜ipozaozhidao 第一家正式启动IPO流程的"大模型创业公司"。 本文为IPO早知道原创 据 IPO早知道消息， 北京智谱华章科技股份有限公司 （以下简称 " 智谱 "）于2025年3月31日同中 金公司签署辅导协议，正式启动 A 股 IPO进程。 这意味着，智谱成为 "大模型创业公司"中第一家正式启动上市流程的企业 。 成立于 2019年的智谱 致力于打造新一代认知智能大模型 。早在 2020年 年 底 ，智谱就研 发 了 GLM预训练架构， 并于 2021年训练完成百亿参数模型GLM-10B，同年利用MoE架构成功训练出收 敛的万亿稀疏模型，2022年研发了中英双语千亿级超大规模预训练模型GLM-130B并开源。2023 年，智谱推出千亿基座对话模型ChatGLM并两次升级，开源版本的ChatGLM-6B让大模型开发者的 本地微调和部署成为可能 。 2024年1月，智谱推出新一代基座大模型GLM-4，整体性能相比上一代大幅提升；6月开源GLM-4- 9B及视觉模型GLM-4V-9B，多模态能力媲美GPT-4V；7 月推出视频生成模型CogVideoX，推理速 ...