说明前期搭建及拆除离岸架构、 VIE架构的原因，相关股东违反外汇管理规定的具体情况及整改进展， 是否属于重大违法违规行为及受到行政处罚，是否构成《境内企业境外发行证券和上市管理试行办法》 第八条规定的禁止性情形。 智通财经APP获悉，7月26日，中国证监会公布境外发行上市备案补充材料要求公示(2025年7月18日— 2025年7月24日)。证监会要求深演智能补充说明前期取得全国中小企业股份转让系统有限责任公司同意 挂牌的函，但未实际挂牌并公开转让的具体情况；前期向深交所提交上市申请的具体情况，是否计划继 续推进A股上市及具体安排，是否存在对本次发行上市产生重大影响的情形。据港交所5月28日披露， 深演智能向港交所递交上市申请，工银国际为其独家保荐人。 同时，列表说明全额行使超额配售权的情况下，本次境外上市及"全流通"前后股权架构的变化情况。说 明本次拟参与"全流通"股东所持股份是否存在被质押、冻结或其他权利瑕疵的情形。用通俗易懂的语言 说明公司开展智能广告投放业务的具体情况，以及是否符合《关于深入开展互联网广告整治工作的通 知》等规定要求。 说明公司及下属公司是否涉及开发、运营网站、小程序、APP、公众号等产 ...

Core Insights - Cognizant's AI Lab has achieved significant milestones in 2025, including the granting of two new U.S. patents and receiving a Gold Award at the GECCO conference for its research on AI [1][3][6] Patent Achievements - The AI Lab now holds a total of 59 U.S. patents, with 23 additional patents pending [2][3] - The two newly granted patents focus on enhancing deep neural network architectures and optimizing loss functions, which are crucial for improving model performance and training efficiency [8] Research and Development - The AI Lab has open-sourced its Neuro AI Multi-Agent Accelerator, aimed at making AI more practical and accessible for businesses [5] - The RHEA project, which won the Gold Award, utilizes evolutionary AI to enhance decision-making strategies by combining insights from human expert teams [6][7] Leadership and Collaboration - Cognizant's AI Lab is led by notable figures in the AI field, including Babak Hodjat and Risto Miikkulainen, and collaborates with academic institutions and technology partners [10] - The lab's mission is to maximize human potential through Decision AI, which integrates various AI technologies to improve decision-making processes for organizations [9]

Group 1 - The core viewpoint of the article highlights the shift of DeepYuan Intelligence from the A-share market to the Hong Kong stock market following the withdrawal of its listing application, raising significant attention in the capital market [1] - DeepYuan Intelligence's financial performance has deteriorated, with a projected net profit decline of 64.5% in 2024, accounts receivable making up 40% of its assets, and cash reserves dwindling to 72.07 million yuan [1] - The company is recognized as a leading decision-making AI technology enterprise in China, focusing on marketing and sales scenarios, with its business primarily centered around intelligent advertising and data management [1] Group 2 - DeepYuan Intelligence offers AI marketing solutions through two flagship platforms: AlphaDesk for automated cross-platform advertising and AlphaData CRMAI for intelligent data management [3] - The company is at a critical juncture in the industry as 2025 is seen as the year of large-scale application of AI, raising questions about its ability to successfully list in Hong Kong and leverage capital to reverse its declining performance [3] - The challenges and uncertainties surrounding DeepYuan Intelligence's IPO journey in Hong Kong warrant ongoing attention from investors and the industry [3]