News from the AI & ML world
DeeperML - #education
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Chris McKay@Maginative
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Anthropic has unveiled Claude for Education, a specialized AI assistant designed to cultivate critical thinking skills in students. Unlike conventional AI tools that simply provide answers, Claude employs a Socratic-based "Learning Mode" that prompts students with guiding questions, encouraging them to engage in deeper reasoning and problem-solving. This innovative approach aims to address concerns about AI potentially hindering intellectual development by promoting shortcut thinking.
Partnerships with Northeastern University, the London School of Economics, and Champlain College will integrate Claude across multiple campuses, reaching tens of thousands of students. These institutions are making a significant investment in AI, betting that it can improve the learning process. Faculty can use Claude to generate rubrics aligned with learning outcomes and create chemistry equations, while administrative staff can analyze enrollment trends and simplify policy documents. These institutions are testing the system across teaching, research, and administrative workflows. Recommended read:
References :
msaul@mathvoices.ams.org
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Researchers at the Technical University of Munich (TUM) and the University of Cologne have developed an AI-based learning system designed to provide individualized support for schoolchildren in mathematics. The system utilizes eye-tracking technology via a standard webcam to identify students’ strengths and weaknesses. By monitoring eye movements, the AI can pinpoint areas where students struggle, displaying the data on a heatmap with red indicating frequent focus and green representing areas glanced over briefly.
This AI-driven approach allows teachers to provide more targeted assistance, improving the efficiency and personalization of math education. The software classifies the eye movement patterns and selects appropriate learning videos and exercises for each pupil. Professor Maike Schindler from the University of Cologne, who has collaborated with TUM Professor Achim Lilienthal for ten years, emphasizes that this system is completely new, tracking eye movements, recognizing learning strategies via patterns, offering individual support, and creating automated support reports for teachers. Recommended read:
References :
@phys.org
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References:
phys.org
, www.sciencedaily.com
Researchers at the Technical University of Munich (TUM) and the University of Cologne have developed an AI-based learning system designed to provide individualized support for schoolchildren in mathematics. The system utilizes eye-tracking technology via a standard webcam to identify students’ strengths and weaknesses. By monitoring eye movements, the AI can pinpoint areas where students struggle, displaying the data on a heatmap with red indicating frequent focus and green representing areas glanced over briefly.
This AI-driven approach allows teachers to provide more targeted assistance, improving the efficiency and personalization of math education. The software classifies the eye movement patterns and selects appropriate learning videos and exercises for each pupil. Professor Maike Schindler from the University of Cologne, who has collaborated with TUM Professor Achim Lilienthal for ten years, emphasizes that this system is completely new, tracking eye movements, recognizing learning strategies via patterns, offering individual support, and creating automated support reports for teachers. Recommended read:
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@news.microsoft.com
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References:
Source Asia
, Source Asia
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The University of Hong Kong (HKU) is collaborating with Microsoft to integrate Microsoft 365 Copilot and Microsoft Copilot Studio into its educational ecosystem. The goal is to create a more dynamic and supportive learning environment for students and staff. HKU, recognized as a leading university in Asia, aims to enhance its educational practices by investing in innovative solutions that meet the diverse needs of its academic community.
This initiative seeks to enrich the student onboarding experience with personalized responses and improve teaching effectiveness by customizing materials and automating administrative tasks. HKU welcomes a large and diverse student body each year, presenting logistical challenges in providing a smooth orientation. The university hopes that by leveraging GenAI, they can provide comprehensive support and guidance to students, especially concerning course materials, student systems, and university policies. Recommended read:
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@www.microsoft.com
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References:
Microsoft Research
Microsoft is actively pushing the boundaries of AI in education and business applications. They are collaborating with Physics Wallah in India to enhance the accuracy, reliability, and affordability of AI-based tutoring services. This partnership aims to address the barriers of limited resources, geographical constraints, and economic factors that hinder access to quality education for many Indian students. The goal is to provide affordable and accessible education, especially for students preparing for competitive entrance exams, through AI-powered online tutoring.
Simultaneously, Microsoft is focusing on advancing AI agent technology. SAP has incorporated AI agents across its business applications, and Microsoft's research explores trends and advancements in AI agents and multi-agent systems. These agents, distinguished by their reasoning, acting, communicating, and adapting capabilities, promise to reshape fields like software engineering. As AI agents evolve, attention is being placed on evaluating their performance and addressing the human-computer interaction challenges they present, hinting at the future integration of AI agents in various industries. Recommended read:
References :
@medium.com
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References:
medium.com
, medium.com
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AI is making significant strides in revolutionizing math learning and education. AI Math Master is a new mobile app designed to provide students and educators with a tool to solve math problems quickly, offering step-by-step solutions. It covers a range of subjects from basic arithmetic to advanced topics like calculus.
Researchers at the Technical University of Munich (TUM) and the University of Cologne have developed an AI-based learning system to recognize strengths and weaknesses in mathematics. This system uses a webcam to track eye movements, generating problem-solving hints and enabling teachers to provide more individualized support to students. The AI system analyzes patterns in eye movements displayed on a heatmap to select learning videos and exercises tailored to the pupil. Recommended read:
References :
mike@marketingaiinstitute.com (Mike Kaput)@marketingaiinstitute.com
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References:
arstechnica.com
, GZERO Media
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California State University (CSU) is rolling out a specialized version of ChatGPT, called ChatGPT Edu, to over 500,000 students and faculty across its 23 campuses. This marks OpenAI's largest AI education deployment to date, signifying a major move in how higher education institutions are adopting artificial intelligence. CSU is now the first AI-powered university system in the US.
This initiative aims to provide students with personalized tutoring and study guides, while faculty can utilize it for curriculum development and administrative tasks. The university is also launching a platform for free AI training programs, certifications, and apprenticeship opportunities in AI-driven industries. preliminary studies suggest that AI-powered tutoring could double student engagement and improve problem-solving skills. Recommended read:
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