Group 1 - The core strategy of Zhengzhou's Jinshui District focuses on innovation, industry development, and brand enhancement to drive high-quality growth [1][2] - The district is leveraging advanced technologies such as drone data collection and artificial intelligence to improve urban management and service delivery [1] - The establishment of the Zhengzhou Artificial Intelligence Application Engineering Research Center aims to foster collaboration with universities and research institutions, enhancing the local tech ecosystem [1][3] Group 2 - Jinshui District emphasizes the integration of technology and industry, aiming to transform traditional industries and cultivate emerging sectors [2][3] - The district has developed a robust innovation ecosystem, with over 130 national and provincial research platforms established in collaboration with universities and research institutes [2] - In 2024, Jinshui District is projected to add 187 new technology-based enterprises, bringing the total to 2,789, with significant investments in R&D amounting to 3.449 billion yuan [3]

Core Viewpoint - Hefei has transformed from a "county town" to a "new first-tier city," with a notable rise in its private economy, which plays a crucial role in its development and innovation [1][2]. Group 1: Company Growth Stories - iFlytek, a prominent company in Hefei, has seen its market value grow 26 times over the past decade, showcasing the successful transformation of research results into commercial products [3][4]. - The company was founded in 1999, initially facing challenges with its first product but later pivoted to focus on voice technology, leading to its successful listing on the Shenzhen Stock Exchange in 2008 [5][6]. - iFlytek's growth has been supported by local government initiatives, which provided funding and a conducive environment for innovation [7][8]. Group 2: Government Support and Ecosystem - The Hefei government has actively supported startups like iFlytek by facilitating funding and creating a favorable policy environment, which has been crucial for the survival and growth of tech companies [6][7]. - The establishment of the "Keda Silicon Valley" innovation platform has attracted over 2,500 tech companies, enhancing the local innovation ecosystem [12][20]. - Hefei's government has implemented various policies to support the private economy, including the establishment of innovation centers and funding initiatives [19][20]. Group 3: Industry Development - The artificial intelligence industry in Hefei has flourished, with over 2,000 companies now operating in this sector, positioning the city as a national leader in advanced manufacturing [8][20]. - The logistics and digital freight sectors are also experiencing significant growth, with companies like Weitian Yuntong revolutionizing the industry through digital solutions [15][16]. - Hefei's strategic planning aims to establish itself as a national transportation hub, further enhancing the logistics industry's potential [14][15]. Group 4: Talent Development - Hefei has developed a robust talent cultivation strategy, focusing on nurturing entrepreneurs and skilled professionals to support its growing industries [21][22]. - The presence of institutions like the University of Science and Technology of China has contributed to a steady supply of talent, fostering innovation and entrepreneurship [22][24]. - The city has implemented various policies to attract and retain talent, ensuring a continuous influx of skilled individuals to support its economic growth [21][22].

理想实时语音对话大模型MindGPT-4o-Audio上线，作为全模态基座模型MindGPT-4o的预览preview版 本，MindGPT-4o-Audio是一款全双工、低延迟的语音端到端模型，可实现像人类一样"边听边说"的自 然对话，并在语音知识问答、多角色高表现力语音生成、多样风格控制、外部工具调用等方面表现突 出，达到了媲美人人对话的自然交互水平。 核心功能 目前，基于MindGPT-4o-Audio的理想同学已在理想车机及理想同学手机App全量上线。 1. 模型能力 1.1 整体算法方案 MindGPT-4o-Audio是一款级联式的语音端到端大模型，我们提出了感知-理解-生成的一体化端到端流式 生成架构实现全双工、低延迟的语音对话。其中： 在各项权威音频基准测试以及语言理解、逻辑推理、指令遵循等语言理解任务上，MindGPT-4o-Audio 已达到行业领先水平，在语音交互评测基准VoiceBench多类评测中均显著领先行业领先的同类模型。此 外，我们实验发现，业内主流的语音端到端模型一般会在提升语音交互能力的同时，造成语言交互能力 的大幅下降，MindGPT-4o-Audio通过训练策略的优化保 ...

Group 1 - The core viewpoint emphasizes the importance of maintaining a calm and steady approach in the development of technology and new industries, avoiding short-term gains and fostering long-term growth [1][3][5] - The fifth China International Consumer Products Expo introduced a new consumer technology exhibition area showcasing advanced technologies such as humanoid robots and unmanned aerial vehicles, indicating a shift towards innovative consumer experiences [1][2] - Companies like Yihang Intelligent are focusing on practical challenges in the development of air taxis, highlighting the need for comprehensive solutions and gradual progress in emerging industries [4][5] Group 2 - The government plays a crucial role in supporting emerging industries by providing strategic stability and fostering a conducive environment for growth, as seen in the policies supporting companies like iFlytek and Yihang Intelligent [5] - The recent expo facilitated 52 signed agreements worth approximately 92 billion yuan, showcasing the potential for economic growth despite global uncertainties [5]

Group 1 - The 2025 Suzhou Global Investment Conference highlighted the progress of projects signed at the previous year's conference, showcasing the "speed, heat, and density" of investment in the region [1] - In the 2024 conference, 367 projects were signed with a total investment of 371.95 billion yuan, and over 70% of these projects have already been implemented within a year [1] - Major global companies such as Roche, Walmart, Eli Lilly, Philips, ZF, and Mitsubishi Electric have established new projects in Suzhou, reflecting the city's strong investment appeal [1] Group 2 - Suzhou's GDP ranks 20th among global cities, reaching 375.3 billion USD, with last year's growth rate among the top ten cities in mainland China [2] - The city plans to enhance three aspects of convenience to further optimize the business environment: investment and trade convenience, market access convenience, and living and working convenience [2] - Suzhou has been approved as a national pilot for expanding service industry openness, which will further open sectors such as telecommunications, healthcare, finance, and transportation [2]