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对话谷歌科学家:当 AI 会写代码,新一代学生还要学编程吗?
3 6 Ke· 2025-08-18 09:31
Core Insights - The core argument presented is that programming education remains essential despite the rise of AI tools that can generate code automatically, as the true value of programming lies in shaping critical thinking and algorithmic reasoning [1][2]. Group 1: Programming Education and AI - Programming's deep value extends beyond its tool-like attributes, focusing on developing "computational thinking" and "algorithmic thinking," which are crucial for understanding application logic and AI collaboration [1]. - Traditional education systems struggle to adapt to the AI era, and banning students from using generative AI could create a dangerous skills gap, as most companies expect employees to be proficient with AI programming assistants [2]. Group 2: Bridging the Gap - A practical solution proposed is the "dynamic contract," where teachers and students collaboratively establish an "AI usage spectrum" for specific tasks, promoting transparency and critical judgment in AI use [3]. - This framework encourages students to engage in discussions about AI usage, fostering a classroom environment that cultivates critical thinking and collaborative rule-making [3]. Group 3: AI Literacy for Children - As AI becomes ubiquitous in children's lives, there is a pressing need for "literacy in AI," which involves integrating discussions about technology into everyday family conversations [4][5]. - Parents are encouraged to guide children in developing critical awareness of AI, understanding its limitations, and engaging in ethical discussions about privacy and fairness [6][7][8]. Group 4: Educational Objectives in the AI Era - The current educational logic, which focuses on direct job market needs, is increasingly seen as fragile in the face of AI automation, as many entry-level programming and writing jobs are being replaced [9]. - Education should pivot towards enhancing human-centric skills such as creativity, problem-solving, and collaboration, which are areas where humans excel compared to AI [10][11][12]. Group 5: New Entrepreneurial Paths - Young entrepreneurs are leveraging AI tools to create profitable projects rapidly, focusing on specific pain points rather than traditional funding routes, highlighting the importance of demand insight and agile prototyping [13]. - This approach emphasizes the need for education to foster skills in demand identification, rapid iteration, and independent business thinking [13]. Group 6: Actionable Recommendations - For those eager to learn programming in the AI age, starting with a passion project is recommended, as interest can mitigate the challenges of learning [14][15]. - Embracing AI tools and seeking community support are encouraged, as the focus of education should shift from merely adapting to job markets to nurturing creativity, problem-solving abilities, and collaborative spirit [15].
二手电脑跑不了代码,那就写在笔记本上。课堂被提问运行结果,翻出笔记直接回答结果……
程序员的那些事· 2025-08-12 09:23
Core Viewpoint - The article highlights the challenges faced by students in programming courses, particularly those using outdated technology, and emphasizes the importance of adaptability and resourcefulness in learning programming skills. Group 1: Student Experience - A student from Xi'an University of Electronic Science and Technology faced difficulties with a second-hand computer that could not run code efficiently, leading her to write programs by hand in a notebook [1][4]. - The reliance on traditional methods, such as using paper and pen for coding, reflects a struggle against the limitations of technology in a digital age [2][6]. Group 2: Community Reactions - Online reactions to the article included humorous and relatable comments from users who resonated with the struggles of learning programming without adequate resources [8]. - Suggestions from the community included affordable alternatives for students, such as purchasing a Raspberry Pi for programming tasks, indicating a shared understanding of the challenges faced by students [8]. Group 3: Professional Insights - The article references a past incident involving a well-known case of a programmer who managed to write 300,000 lines of code in a month, illustrating the dedication and effort required in the programming field [10].
上万元研学变旅行团,收割不动家长钱包
3 6 Ke· 2025-08-06 00:26
Core Insights - The summer season is a peak period for the research study market, but this year, institutions are facing significant challenges due to a decline in orders and pricing pressure [1][2][3] - Parents are becoming more discerning and critical of research study programs, often perceiving them as overpriced tourism rather than educational experiences [6][7][10] - The quality of research study programs is declining as institutions cut costs and rely on less qualified staff, leading to a negative impact on the overall educational value [11][13] Group 1: Market Dynamics - Research study institutions are introducing various innovative projects, including those that incorporate technology like AR and AI, to attract students and parents [1] - Many institutions are experiencing a drop in enrollment and revenue, prompting them to lower prices and offer more appealing projects [2][3] - The business model of research study bases is shifting, with many now relying on corporate team-building events to maintain profitability due to reduced student orders [3] Group 2: Cost and Quality of Programs - The development of high-quality research study programs is costly, with significant expenses related to course design and materials, leading to higher pricing for parents [2] - The average cost for a half-day high-quality research study program in Beijing is around 300 yuan, while longer international programs can range from 30,000 to 60,000 yuan [2] - Many parents are questioning the value of these programs, often feeling that the educational benefits do not justify the high costs [6][9] Group 3: Parent Perspectives - Parents are increasingly skeptical about the educational value of research study trips, often viewing them as mere travel experiences [6][7] - Some parents express disappointment after participating in research study activities, noting that the focus was more on travel logistics and photography rather than meaningful learning [7][9] - There are concerns about safety and communication from institutions, leading to a lack of trust among parents [10] Group 4: Staffing and Operational Challenges - Many research study institutions are struggling to hire qualified educators, often resorting to hiring part-time staff or university students at lower wages [11][13] - The pressure to meet sales targets is affecting the quality of educational content, as course developers are often tasked with sales responsibilities [11][13] - The industry is facing a crisis, with many professionals advising against entering the field due to the current challenges and declining educational standards [11]
倒计时11天!现实版“变形金刚”在眼前,把孩子的暑假交给它吧
Bei Ke Cai Jing· 2025-08-03 03:24
Core Points - The first Human-Robot Sports Games will take place at the National Speed Skating Oval in Beijing from August 14 to 17, showcasing a blend of technology and entertainment for children aged 7 to 14 [1][5]. Group 1: Event Overview - The event features various competitions including robot racing, robot soccer, and cross-disciplinary art performances, highlighting the capabilities of AI and robotics [2][3][4]. - It aims to provide an immersive technology experience, allowing children to observe how robots "move, think, and collaborate," thereby sparking interest in AI, programming, and mechanical engineering [5]. Group 2: Family Engagement - The event encourages family participation, transforming the experience from mere observation to active cheering, which enhances children's awareness of technology and creates memorable summer experiences [6]. - Special family ticket packages are available, promoting convenience for families attending the event [9]. Group 3: Educational Aspects - The event includes scenario-based competitions that replicate real-world tasks in settings like factories, hospitals, and hotels, helping children understand how technology impacts daily life [8]. - The event is positioned as a blend of entertainment and education, aiming to inspire the next generation of engineers [14].
AI届“钢铁侠”黄仁勋:AI是伟大的平等器,编程将进入全民时代
Jin Shi Shu Ju· 2025-06-10 06:45
Core Insights - Jensen Huang, CEO of Nvidia, is recognized as a pivotal figure in the AI industry, drawing significant attention at the London Tech Week [1][2] - Huang emphasizes the transformative potential of AI, likening it to essential infrastructure such as electricity [2][3] - He describes AI as a "great equalizer," enabling programming through natural language, making it accessible to a broader audience [3][4] Group 1: AI's Impact and Accessibility - Huang asserts that AI allows anyone to program using everyday language, contrasting it with the complexity of traditional programming languages [3][4] - The rise of conversational AI models like ChatGPT has made AI interaction more intuitive, with OpenAI reporting 500 million active users weekly [3][4] - Huang encourages the integration of AI in workplaces, highlighting its potential to enhance productivity and urging individuals to adapt to this technology [5] Group 2: Nvidia's Role and Investments - Nvidia has positioned itself as a central player in the AI revolution, with Huang's presence at events showcasing the company's investment potential [7] - Huang praises the UK as an attractive investment destination, noting its vibrant venture capital ecosystem and the emergence of AI startups [5][6] - Nvidia plans to collaborate with the UK government to provide training for tech talent and establish local AI infrastructure, which Huang believes will stimulate research and innovation [6] Group 3: Future Engagements - Following London, Huang is set to visit Paris for the GTC conference, where he is expected to meet with French President Emmanuel Macron, who is advocating for France as a European AI innovation hub [8]
微软(MSFT.O)高管:编程仍是人工智能时代必不可少的技能。
news flash· 2025-06-05 21:42
Core Viewpoint - Programming remains an essential skill in the era of artificial intelligence, according to Microsoft executives [1] Group 1 - Microsoft emphasizes the importance of programming skills even as AI technology advances [1] - The company suggests that understanding programming can enhance the effectiveness of AI tools [1] - Executives highlight that coding knowledge will continue to be relevant in various job roles [1]
Redis 之父:哪怕被喷我也得说,AI 远远落后于人类程序员!开发者跟评:用大模型气得我自己写代码都有劲儿了
猿大侠· 2025-05-31 04:27
Core Viewpoint - The article emphasizes that while AI has made significant advancements, human programmers still possess superior creativity and problem-solving abilities compared to large language models [2][9]. Group 1: Antirez's Experience - Antirez, the creator of Redis, shares his experience in developing Vector Sets and fixing a complex bug, highlighting the limitations of AI in providing innovative solutions [3][9]. - He encountered a performance issue when loading a large vector set, which led him to consult the AI model Gemini for faster solutions, but found its suggestions lacking [5][6]. - Ultimately, Antirez developed a more effective method for checking link interchangeability, demonstrating human ingenuity in problem-solving [8][9]. Group 2: Developer Perspectives on AI - Some developers view AI as a valuable tool for brainstorming and refining ideas, likening it to a "rubber duck" that aids in debugging [10][11]. - However, there are concerns about AI's reliability, with developers noting that it can sometimes provide incorrect suggestions, leading to confusion and wasted time [13]. - Experienced developers can discern AI's limitations, while less experienced ones may struggle to identify errors in AI-generated code, raising concerns about the potential impact on learning programming skills [13][14]. Group 3: Future of Programming with AI - Industry leaders predict that AI will increasingly automate coding tasks, with estimates suggesting that AI could write up to 90% of code in the near future [14][15]. - Despite these advancements, the role of human programmers is expected to evolve rather than disappear, as they will transition to guiding AI in coding tasks [15]. - The article concludes that the focus should shift from whether AI will replace software engineers to how engineers can adapt and evolve alongside AI technologies [15].
学编程的男生到底什么性格?看完这几点我直接破防了
Sou Hu Cai Jing· 2025-05-16 15:06
Group 1 - The article discusses the unique personality traits of male programmers, highlighting their logical thinking and problem-solving skills [1][3] - It illustrates how programmers approach challenges methodically, often breaking down problems into smaller parts, as seen in a story about a programmer diagnosing a rice cooker issue [3][4] - The article emphasizes the patience of programmers, exemplified by a programmer who spent seven hours debugging a single line of code [3][4] Group 2 - The article mentions the humorous side of programmers, noting that their jokes often require a specific context to be understood, such as a programmer's comment about cooking time for food [4] - It highlights the increasing interest in IT careers, with a personal story of an individual transitioning from automotive repair to front-end development, achieving a salary of 15k in Shanghai [5] - The article points out the high employment rate of 92% for students from a specific online programming course, indicating the effectiveness of their teaching methods [5]
男生学什么专业前景比较好?聊聊那些“不踩雷”的搞钱方向
Sou Hu Cai Jing· 2025-05-06 02:46
当初我也是个纯小白,市场营销毕业在广告公司天天加班到凌晨,工资才4500。后来刷知乎看到有人说转行IT,抱着试试看的心态去了网时代教育。当时最 怕的就是听不懂课,结果老师直接从开关机教起(真没夸张),6个月硬是把Java、前端、数据库这些给啃下来了。 最近总有小老弟私信问我:"哥,男生学啥专业能搞到钱啊?不想毕业就失业啊!"说实话,选专业这事儿就跟找对象似的——既要自己感兴趣,还得看未来 发展。今天咱们不整虚的,直接唠几个这两年真实有"钱途"的方向,顺便分享下我当初零基础转行IT的真实经历。 1. 计算机类(YYDS永远滴神)Java开发、前端工程师、网络安全这些岗位现在多缺人不用我说吧?就拿我表弟来说,普通二本计算机毕业,去年校招直接 拿了15k的offer。重点是不挑出身,技术到位就能上分。 2. 人工智能/大数据(未来十年的大腿)现在连小区物业都用上智能管理系统了,懂算法会数据分析的人才绝对吃香。不过建议数学底子好的兄弟冲,毕竟 天天跟代码和模型打交道。 3. 新能源相关(政策红利吃到饱)电动汽车、光伏发电这些领域正在疯狂扩招,我哥们专科毕业在电池厂做技术员,三年混到组长月薪直接破万。 4. 电子/通信 ...
库克,闪现浙大!直呼“unbelievable”!
21世纪经济报道· 2025-03-26 08:44
Core Viewpoint - Apple is deepening its support for the next generation of developers in China by donating 30 million yuan to Zhejiang University and establishing a mobile application incubation fund in collaboration with the university [2][3][6]. Group 1: Donation and Collaboration - Apple announced a donation of 30 million yuan to Zhejiang University, reinforcing its commitment to supporting student and developer education in the Greater China region [2][3]. - The collaboration will focus on the establishment of the Apple Mobile Application Incubation Fund, which aims to provide cutting-edge technical training in areas such as app development, product design, marketing, and business operations [6]. - The fund will facilitate connections between student developers and industry leaders through workshops, internships, and mentorship programs, helping them succeed in the evolving iOS app economy [6]. Group 2: CEO's Engagement and Cultural Appreciation - Apple CEO Tim Cook expressed admiration for the innovative projects showcased at the Mobile Application Innovation Competition, calling them "unbelievable" [1]. - During his visit to China, Cook engaged with local culture, highlighting his appreciation for traditional Chinese art forms such as calligraphy and emphasizing the importance of preserving and passing down cultural heritage [15]. - Cook's interactions with the media were characterized by a positive outlook, although he chose not to comment on sensitive topics such as U.S. tariffs [15].