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AI也能写代码,“让软件开发工作变得更高效”
Guan Cha Zhe Wang· 2025-07-29 03:46
Core Viewpoint - The rapid advancement of artificial intelligence (AI) technology is significantly aiding various fields, including computer programming, with tools like Cursor, GitHub Copilot, and domestic AI programming models enhancing developer efficiency [1][3]. Group 1: AI Programming Tools - Anysphere's Cursor, GitHub Copilot developed by GitHub and OpenAI, and other AI programming tools are widely used for code dialogue, completion, and editing [1]. - Companies like SenseTime, Alibaba, and iFlytek showcased multiple AI programming tools at the 2025 World Artificial Intelligence Conference, aimed at assisting developers in coding tasks [1]. - iFlyCode by iFlytek is based on a large model and offers features such as intelligent Q&A, code completion, optimization, and test case generation [1]. - Alibaba Cloud's Tongyi Lingma can autonomously make decisions and utilize tools to complete coding tasks end-to-end based on developer requirements [1]. Group 2: Software Development Assistance - SenseTime's Code Xiaohuanxiong supports AI model-based code dialogue, completion, editing, and covers various software development stages, catering to both individual developers and enterprise projects [3]. - The tool aims to enhance efficiency across different roles in software development, streamline communication, and organize existing code to avoid redundancy [3]. Group 3: Developer Experience and AI Impact - A study by METR indicated that AI-assisted programming might slow down experienced developers, who initially expected a 24% reduction in task completion time but experienced a 19% increase instead [5]. - The slowdown is attributed to the time spent checking and correcting AI suggestions, although AI tools can still benefit junior developers and those unfamiliar with certain codebases [5]. - Different levels of developers experience varying benefits from AI tools, with junior developers valuing code completion features more than senior developers, who often use AI as a system or search engine [5][6]. Group 4: Natural Language Programming - The emergence of natural language programming allows developers to use simple text descriptions to accomplish tasks, making programming more intuitive [6]. - However, the complexity and ambiguity of human language pose challenges in developing this technology [6][7]. - Future programming languages may evolve to combine natural language elements with standard syntax to lower barriers for developers while ensuring programming effectiveness [7].
直击WAIC丨科大讯飞携超20款AI展品,亮相2025世界人工智能大会
Xin Lang Ke Ji· 2025-07-27 07:17
Core Insights - The 2025 World Artificial Intelligence Conference (WAIC) has officially commenced, with iFlytek serving as a translation partner and showcasing over 20 AI products across various sectors including healthcare, education, urban development, finance, and legal technology [1][3] Group 1: AI Translation and Communication - iFlytek's upgraded voice simultaneous translation model has achieved a response time of as fast as 2 seconds for Chinese-English translation, meeting high-level industry standards while maintaining translation quality [3] - The simultaneous translation service has been utilized in over 400,000 meetings globally, serving more than 400 million participants across 50+ countries and regions [3] Group 2: AI in Healthcare - The "Smart Medical Assistant" showcased AI-assisted diagnostic capabilities, providing clinical diagnosis and treatment recommendations based on patient data, and has been implemented in over 75,000 grassroots medical institutions, offering over 1 billion auxiliary diagnosis suggestions [4] - A comprehensive medical imaging service platform was presented, integrating data acquisition, storage, governance, and retrieval to provide remote imaging and intelligent diagnostic services [4] Group 3: AI in Urban Development - The "Contract Risk Review" feature demonstrated by the Starfire Smart Law Assistant analyzes contract details and highlights risk points, providing professional modification suggestions [4][5] Group 4: AI in Education - The AI Blackboard transforms traditional teaching tools into AI assistants, generating teaching designs and resources through voice commands, enhancing the educational experience [5] Group 5: AI in Enterprise Solutions - The new Starfire Flying Code platform offers full-stack support for enterprises, enhancing development processes in industries such as energy and finance through code generation and unit testing [5] - The Starfire Knowledge Base facilitates the entire lifecycle management of knowledge creation, processing, management, sharing, and application [5] Group 6: AI Robotics - The Lingdong Intelligent Data Collection and Model Training Machine can perform data collection and model training for various robot brands, showcasing advancements in AI robotics [5] Group 7: Academic Engagement - iFlytek will host an international academic seminar on high-level multilingual foundational models and participate in various industry sub-forums during the conference [6]