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港科大教授实测AI眼镜“作弊”:30分钟碾压95%的学生,把传统教学评估体系整破防了
量子位· 2026-01-06 07:06
Core Viewpoint - The article discusses an experiment conducted at Hong Kong University of Science and Technology where an AI-powered glasses equipped with ChatGPT-5.2 took a final exam, achieving a score of 92.5, outperforming over 95% of human students, raising questions about the validity of traditional educational assessment methods [1][4][6]. Group 1: Experiment Overview - The AI glasses, developed by a team led by Professors Zhang Jun and Meng Zili, were designed to "cheat" in a controlled exam setting for the course "Computer Network Principles" [7]. - The AI glasses utilized a sophisticated process where questions were captured via a camera, sent to the cloud for processing, and the answers were displayed back on the glasses for the student to transcribe [12][14]. - The AI achieved full marks in multiple-choice and single-page short answer questions, and scored 45.5 out of 53 in multi-page short answer questions, demonstrating strong reasoning capabilities [14]. Group 2: Hardware and Software Selection - The project team evaluated 12 mainstream smart glasses and selected Rokid Glasses due to their superior SDK and ecosystem, which allowed for better integration with the AI model [8][10][11]. - The choice of ChatGPT-5.2 was based on its strong response speed and general knowledge capabilities, making it suitable for the exam context [11]. Group 3: Implications for Educational Assessment - The experiment highlighted the limitations of traditional educational assessments, which focus primarily on the final answer rather than the learning process [21][46]. - As AI becomes proficient in standardized testing, the relevance of current assessment methods is called into question, particularly regarding their ability to measure deeper learning and critical thinking skills [22][32][42]. - The article suggests a shift in assessment focus from merely providing answers to evaluating reasoning processes and decision-making quality, which are harder for AI to replicate [38][48].
从“模速空间”到“张江实践” 科技服务业激活创新生态链
Zhong Guo Zheng Quan Bao· 2025-05-25 20:43
Core Insights - The article emphasizes the importance of the technology service industry as a bridge between technological innovation and market demand, highlighting recent initiatives by the Ministry of Industry and Information Technology to enhance the quality and scale of technology services [1] Group 1: Technology Service Development - The Ministry of Industry and Information Technology, along with nine other departments, has issued implementation opinions to accelerate the high-quality development of the technology service industry, aiming to expand service entities, optimize the development ecosystem, and enhance service capabilities [1] - The "Mosu Space" AI incubator in Shanghai has attracted over 100 well-known AI companies and research institutions since its establishment in September 2023, significantly contributing to the local AI ecosystem [2][3] Group 2: AI Infrastructure and Support - "Mosu Space" has developed five public service platforms to address common challenges faced by AI startups, such as high computing costs and lack of data resources [3] - The AI company "Wenwen Xinqiong," which started with a team of seven, has grown to around 200 employees, with over 70% in R&D, showcasing rapid growth within the incubator [3] Group 3: Innovation in Research Paradigms - New research paradigms are emerging in response to advancements in AI and other technologies, with a focus on efficient R&D platforms and abundant data supply [5] - The National Local Joint Human-shaped Robot Innovation Center aims to lower the entry barriers for developing humanoid robots by providing a common technology base [5][6] Group 4: Incubator Ecosystem - China has established 16,000 technology incubators, covering 95% of counties, and has incubated over 5,000 companies, including notable firms like iFlytek and DJI [7] - The Ministry of Industry and Information Technology is pushing for a transition from quantity to quality in incubator services, emphasizing the need for specialized services beyond just providing physical space [7][8] Group 5: Future Industry Development - Shanghai is focusing on future industry sectors such as brain-computer interfaces and quantum computing, developing plans to create a concentrated area for these industries [8] - The Ministry of Industry and Information Technology is working on mechanisms to ensure that technological achievements transition from theoretical concepts to market-ready products [9]