# Khanmigo vs Gemini: Structured AI Learning for Students | SwaVid Learning Journal Compare Khanmigo and Gemini Guided Learning to see which AI tutor offers more structured support for students. Discover their features, benefits, and how they Canonical: https://www.swavid.com/blogs/khanmigo-vs-gemini-structured-ai-learning-students Source: https://www.swavid.com/blogs/khanmigo-vs-gemini-structured-ai-learning-students # Khanmigo vs Gemini Guided Learning: Which One Is More Structured for Students? ## References & Further Reading ## Turn this idea into a learning conversation. ## Frequently asked questions ## More from the journal ## Get the journal in your inbox ### Khanmigo vs Gemini Guided Learning: Which One Is More Structured for Students? ### Khanmigo: Structure Rooted in a Rich Curriculum ### Gemini Guided Learning: Dynamic Structure for Personalized Exploration ### Khanmigo vs. Gemini Guided Learning: A Structural Showdown ### The Role of a Holistic Learning Platform like Swavid ### Conclusion ### 1 How do Khanmigo and Gemini Guided Learning differ in their approach to structured education? ### 2 Which AI tutor is better for my child if they need a very clear, step-by-step learning plan? ### 3 Can both Khanmigo and Gemini help my child with homework and understanding complex topics? ### 4 Are there any cost differences or subscription models for Khanmigo and Gemini Guided Learning? ### 5 How do these AI tools ensure the safety and privacy of student data? ### Swavid vs Character.AI: Why Education-Native AI Companions Are Built Differently ### Swavid vs Byju's: Comparing AI-Powered Personalised Learning for Indian Students ### Swavid vs Google Gemini Guided Learning: An AI Companion Comparison for Students ### Swavid vs ChatGPT Study Mode: Which Is Better for School Students? ### How AI Study Buddies Are Changing the Way Students Revise for Exams ### The Difference Between an AI Chatbot and an Education-Native AI Companion ### How AI Companions Personalise Explanations Using a Student's Interests ### AI Companion for Homework Help: What It Should (and Shouldn't) Do ### How an AI Buddy Helps With Exam Anxiety Before a Test ### What Parents Should Ask Before Choosing an AI Learning Companion for Their Child ### Platform ### Free tools ### Company ### Legal The landscape of education is undergoing a profound transformation, largely driven by the rapid advancements in Artificial Intelligence. As AI tutors and learni An AI tutor that finds what your child missed, knows how they learn, and teaches from there. On this page The landscape of education is undergoing a profound transformation, largely driven by the rapid advancements in Artificial Intelligence. As AI tutors and learning assistants become increasingly sophisticated, educators, parents, and students are faced with a crucial question: which tools offer the most effective and structured learning experience? Among the leading contenders are Khanmigo, Khan Academy's AI-powered tutor, and Gemini Guided Learning, Google's interactive AI learning mode. Both promise to revolutionize how students learn, but their approaches to structure, curriculum integration, and pedagogical design differ significantly. Understanding these differences is key to harnessing their full potential. Before diving into the specifics of Khanmigo and Gemini Guided Learning, it's essential to define what "structured learning" means in the context of AI-powered education. Structured learning, at its core, refers to an educational approach characterized by clear objectives, sequential content delivery, systematic progress tracking, and adaptive feedback mechanisms that operate within a predefined framework. For AI tutors, this translates to: Clear Learning Pathways: A well-defined progression through topics, ensuring foundational knowledge is built before advanced concepts are introduced. Curriculum Alignment: Content that maps directly to established educational standards or specific course curricula. Systematic Practice and Assessment: Regular opportunities for students to apply knowledge, coupled with assessments that gauge understanding and identify gaps. Adaptive Guidance within a Framework: AI that adjusts its approach based on student performance, but always steers the student back to the learning objectives and prescribed content. Progress Tracking and Reporting: Tools that allow students, parents, and educators to monitor mastery, identify areas of struggle, and celebrate achievements. Why is this structure so vital? For students, particularly those who thrive with clear direction, structured learning reduces cognitive load by eliminating the need to figure out "what to learn next." It ensures comprehensive coverage of subjects, prevents knowledge gaps, and builds confidence through a sense of steady progress. For educators, a structured AI tool can seamlessly integrate into existing lesson plans, offer differentiated instruction, and provide valuable insights into student performance. An AI tutor that finds what your child missed, knows how they learn, and teaches from there. Khanmigo, developed by the non-profit Khan Academy, is an AI-powered tutor deeply embedded within Khan Academy's extensive and well-established content library. This integration is perhaps its most defining structural characteristic. Khan Academy has spent years meticulously building a world-class curriculum spanning mathematics, science, humanities, coding, and social studies, organized into standards-aligned units and lessons. Khanmigo leverages this existing structure, acting as an intelligent layer on top. Key Structural Elements of Khanmigo: Deep Curriculum Integration: Khanmigo's guidance is intrinsically linked to Khan Academy's courses. When a student uses Khanmigo, they are interacting within a pre-existing, logically sequenced curriculum. This means the AI understands the context of the lesson, exercise, or video the student is currently engaging with. This tight integration provides an immediate and robust structural foundation. Socratic Tutoring Approach: Unlike AI tools that might simply provide answers, Khanmigo is designed as a Socratic tutor. It guides students through problems by asking probing questions, encouraging critical thinking, and helping them discover solutions independently. This methodology is inherently structured, as it aims to build a student's reasoning process step-by-step rather than offering a quick fix. Guided Practice and Concept Reinforcement: Within Khan Academy's exercises, Khanmigo offers personalized tutoring. If a student struggles, Khanmigo doesn't just give the answer; it provides hints, breaks down complex problems into manageable steps, and can even direct students back to relevant instructional videos or articles within the platform to reinforce concepts. Teacher Tools and Oversight: Khanmigo offers a comprehensive suite of tools specifically designed for educators. Teachers can use Khanmigo to create structured lesson plans, generate discussion prompts, recommend assignments, develop exit tickets, and craft clear learning objectives. They can also differentiate instruction by adjusting text complexity or generating real-world examples. Crucially, teachers can assign specific units or lessons and monitor student progress and interactions with Khanmigo, ensuring alignment with classroom goals. This level of teacher control and insight reinforces a structured learning environment. Interactive Visuals (Powered by Gemini): In a recent development, Khanmigo has integrated Google's Gemini models to generate interactive diagrams in math and science. This allows Khanmigo to detect when a visual aid would be beneficial and create charts, geometric shapes, or plots that students can manipulate. Khanmigo then adapts its guidance based on these manipulations, offering a more dynamic and visual form of structured problem-solving. The structural strength of Khanmigo lies in its foundation: the meticulously organized Khan Academy content. It provides clear learning paths, mastery-based progression, and robust tools for both students and teachers to navigate and manage the learning journey. For students who benefit from a clear roadmap and educators who need to integrate AI into a predefined curriculum, Khanmigo offers a highly structured and supportive environment. Gemini Guided Learning, an interactive mode within Google's Gemini AI, presents a different, yet equally compelling, approach to structured learning. While Khanmigo builds upon an existing curriculum, Gemini Guided Learning is architected to dynamically create structured learning paths in real-time, mimicking the adaptive nature of a human tutor. It's less about following a pre-set course and more about building a personalized, step-by-step understanding of a specific topic or problem. Key Structural Elements of Gemini Guided Learning: Adaptive, Step-by-Step Tutoring: Gemini Guided Learning breaks down complex topics into sequential learning steps, designed to build understanding incrementally. It doesn't just provide answers; it initiates lessons with an overview, then proceeds through explanations, queries, practice tasks, and comprehension checks. The core mechanism involves a deliberate sequence of explanation, engagement, feedback, and adaptation. Conversational and Interactive Flow: The learning experience is built around a dialogue. Students are prompted to interact by summarizing, solving subproblems, or explaining concepts in their own words. This active engagement allows the system to detect misunderstandings and rephrase, repeat, or elaborate as needed, creating a flexible lesson structure that shifts in response to the user's speed, confidence, and accuracy. This interactivity ensures that the structure is not rigid but responsive to the learner's immediate needs. Emphasis on "How" and "Why": Gemini Guided Learning prioritizes the reasoning process. It aims to help learners develop robust mental models by clarifying each stage of problem-solving, rather than just focusing on the final result. This focus on process inherently provides a structural framework for understanding. User-Initiated Structure: While Gemini can generate structured paths, the user often plays a significant role in initiating and refining that structure. For optimal use, students are encouraged to set narrow objectives, show their starting point, work through problems before asking for solutions, and check their understanding by applying concepts to new scenarios. This means the student has a greater degree of agency in shaping the learning path, albeit within the guided framework provided by the AI. Built on Educational Science (LearnLM): Gemini's learning mode is built on LearnLM, a family of AI models specifically trained for education, incorporating best practices from educational science. This pedagogical foundation ensures that the dynamic structure it creates is grounded in effective learning principles. Versatile Content Generation: Gemini Guided Learning can integrate various media, including images, diagrams, videos, and interactive quizzes, to enhance its explanations and practice tasks. For educators, Gemini can also generate rubrics, stories for reading assignments, and feedback for written work, particularly when integrated with Google Classroom. Gemini Guided Learning's structure is more fluid and on-demand, adapting dynamically to the student's interaction. It excels at providing personalized, step-by-step guidance for specific topics or problems, making it ideal for students who prefer a conversational, exploratory learning style or need targeted assistance on a particular concept. When comparing the structural approaches of Khanmigo and Gemini Guided Learning, several key distinctions emerge: Curriculum Integration: Khanmigo is inherently structured by its deep integration with Khan Academy's pre-existing, comprehensive curriculum. It's a tutor within a structured learning platform. Gemini Guided Learning, while capable of creating structured learning paths, is more of a standalone AI tutor that can generate structure on demand for a given topic. It doesn't come with a pre-packaged, multi-subject curriculum in the same way Khanmigo does. Learning Path Definition: Khanmigo's learning paths are largely pre-defined by Khan Academy's mastery-based system, guiding students through units and lessons. Gemini Guided Learning dynamically constructs a sequential learning path for a specific query or topic, adapting its flow based on real-time student interaction. Teacher Oversight and Tools: Khanmigo offers extensive teacher tools for lesson planning, assignment creation, and monitoring student progress within the Khan Academy ecosystem. Gemini for Education also provides valuable tools for educators, such as generating rubrics and feedback, and integrates with Google Classroom. However, Khanmigo's teacher features are more directly tied to managing and tracking student progress through a structured curriculum. Adaptivity: Both are highly adaptive. Khanmigo adapts its Socratic guidance within the context of Khan Academy's structured exercises. Gemini Guided Learning adapts its entire lesson flow—explanations, questions, and challenges—based on the student's responses, speed, and comprehension. User Initiative: While both encourage active learning, Gemini Guided Learning often requires more user initiative to define the scope and direction of the structured learning session. Khanmigo, by contrast, can be used more passively within an assigned Khan Academy lesson, with the AI stepping in when needed. In essence, Khanmigo offers a more "top-down" structure, where the AI guides students through an already organized and comprehensive curriculum. Gemini Guided Learning provides a more "bottom-up" structure, building a personalized, step-by-step learning experience for a specific topic or problem based on the student's input and interaction. While AI tutors like Khanmigo and Gemini Guided Learning offer incredible potential, integrating them effectively into a cohesive learning strategy often requires a robust learning management system. This is where platforms like Swavid become invaluable. Swavid is designed as a personalized learning platform that creates adaptive learning paths for students, particularly in Science and Mathematics for Classes 6-10. Swavid can provide the overarching structure, organization, and progress tracking that might be less inherent in a purely conversational AI like Gemini, or it can complement the structured content of Khanmigo. For educators looking to harness the power of AI while maintaining a structured, trackable learning environment, Swavid offers the tools to design, deliver, and monitor personalized educational journeys, whether those journeys involve Khanmigo's guided practice or Gemini's expansive conversational support. Swavid's curriculum-aware system can decide, teach, check, remember, and change course, ensuring a truly adaptive and personalized learning experience built around one child. It turns subjects into a clear learning path, complete with visual lessons, a live voice coach, targeted practice, and insights for parents. By leveraging a platform like Swavid, educators can integrate diverse AI tools, ensuring that students benefit from the strengths of each while still operating within a pedagogically sound and measurable framework. Swavid helps bridge the gap between powerful AI capabilities and the need for a comprehensive, structured educational experience. Both Khanmigo and Gemini Guided Learning represent significant advancements in AI-powered education, each offering distinct advantages in terms of structure. Khanmigo, deeply integrated with Khan Academy's vast curriculum, provides a highly structured, mastery-based learning path with extensive teacher oversight. It's ideal for students who thrive with clear, sequential progression through established subjects and for educators seeking to integrate AI into a predefined curriculum. Gemini Guided Learning, on the other hand, offers a dynamic, on-demand structure, building personalized, step-by-step explanations and practice based on student interaction. It excels at providing targeted, adaptive tutoring for specific concepts and fostering a more exploratory, conversational learning style. Ultimately, the "better" choice depends on the student's individual needs, learning style, and the specific educational context. For foundational learning and comprehensive curriculum coverage, Khanmigo's inherent structure within Khan Academy is a powerful asset. For flexible, personalized, and on-demand deep dives into specific topics, Gemini Guided Learning shines. The future of education likely lies in the intelligent combination of such tools, allowing educators to leverage their unique strengths to create truly personalized and effective learning experiences. To truly unlock the potential of AI in education and ensure every student benefits from a structured, personalized, and engaging learning experience, explore how Swavid can empower your educational journey. Discover how Swavid.com can help you integrate these powerful AI tools into a cohesive and effective learning strategy, providing adaptive lessons, targeted practice, and clear insights for a truly individualized approach. Visit Swavid.com today to learn more and transform your approach to learning and teaching. Khan Academy — Meet Khanmigo: Khan Academy's AI-powered teaching assistant & tutor Google Blog — Guided Learning in Gemini: From answers to understanding UNESCO — AI and the Future of Education: Disruptions, Dilemmas and Directions Sources cited above inform the research and analysis presented in this article. From reading to doing If a chapter keeps feeling harder than it should, the cause is usually an earlier idea that never fully settled. Two quick ways to see it clearly: Read about the feature: Socratic tutor → Already have an account? Log in On this page Questions parents ask Khanmigo, integrated with Khan Academy, often provides a more curriculum-aligned, step-by-step learning path, leveraging its vast educational content. Gemini Guided Learning, while powerful, might offer broader AI assistance, adapting its structure based on the user's prompts and needs, potentially requiring more user guidance to maintain a specific learning structure. For children who thrive on clear, structured, and curriculum-aligned learning paths, Khanmigo might be more suitable. Its integration with Khan Academy's established lessons and exercises naturally lends itself to a more guided, sequential learning experience. Yes, both AI tools can assist with homework and complex topics. Khanmigo excels at breaking down Khan Academy content and providing hints for specific problems. Gemini, with its broader AI capabilities, can explain concepts, generate examples, and even help brainstorm, though its guidance might be less tied to a specific curriculum. Khanmigo is part of Khan Academy, which traditionally offers free resources, though premium features or specific AI access might involve a subscription. Gemini, as a Google product, has free tiers but also offers paid subscriptions (e.g., Gemini Advanced) for enhanced capabilities, which may include more robust guided learning features. Parents should check the latest pricing for each. Both Khanmigo and Gemini are developed by reputable organizations (Khan Academy and Google) that have established privacy policies. They typically employ measures like data encryption, anonymization, and adherence to educational privacy regulations (like COPPA or FERPA where applicable) to protect student information. Parents should always review the specific privacy policies of any educational tool their child uses. Keep reading Swavid vs Character.AI: Why Education-Native AI Companions Are Built Differently The landscape of artificial intelligence is evolving at a breathtaking pace, i Swavid vs Byju's: Comparing AI-Powered Personalised Learning for Indian Students The educational landscape in India is undergoing a profound transformation, dr The educational landscape is undergoing a profound transformation, with Artificial Intelligence (AI) emerging as a powerful ally for students worldwide. Gone ar Swavid vs ChatGPT Study Mode: Which Is Better for School Students? The academic landscape for school students is evolving at an unprecedented pace, with artifi How AI Study Buddies Are Changing the Way Students Revise for Exams The universal dread of exam season is a rite of passage for students worldwide. Late-night The Difference Between an AI Chatbot and an Education-Native AI Companion The world is abuzz with Artificial Intelligence, and its applications are rapidly tra How AI Companions Personalise Explanations Using a Student's Interests For centuries, education has largely operated on a "one-size-fits-all" model. From ancie AI Companion for Homework Help: What It Should (and Shouldn't) Do The digital age has ushered in an era of unprecedented technological advancement, and few inn How an AI Buddy Helps With Exam Anxiety Before a Test The heart pounds, palms sweat, and a knot forms in your stomach. Your mind, usually a well-oiled machine, What Parents Should Ask Before Choosing an AI Learning Companion for Their Child The educational landscape is undergoing a profound transformation, and at its SwaVid Learning Journal Short, plain-language writing on where learning gaps come from, what closes them, and what a parent can try at home. Leave your email and we'll send new pieces as they go up. - Clear Learning Pathways: A well-defined progression through topics, ensuring foundational knowledge is built before advanced concepts are introduced. - Curriculum Alignment: Content that maps directly to established educational standards or specific course curricula. - Systematic Practice and Assessment: Regular opportunities for students to apply knowledge, coupled with assessments that gauge understanding and identify gaps. - Adaptive Guidance within a Framework: AI that adjusts its approach based on student performance, but always steers the student back to the learning objectives and prescribed content. - Progress Tracking and Reporting: Tools that allow students, parents, and educators to monitor mastery, identify areas of struggle, and celebrate achievements. - Deep Curriculum Integration: Khanmigo's guidance is intrinsically linked to Khan Academy's courses. When a student uses Khanmigo, they are interacting within a pre-existing, logically sequenced curriculum. This means the AI understands the context of the lesson, exercise, or video the student is currently engaging with. This tight integration provides an immediate and robust structural foundation. - Socratic Tutoring Approach: Unlike AI tools that might simply provide answers, Khanmigo is designed as a Socratic tutor. It guides students through problems by asking probing questions, encouraging critical thinking, and helping them discover solutions independently. This methodology is inherently structured, as it aims to build a student's reasoning process step-by-step rather than offering a quick fix. - Guided Practice and Concept Reinforcement: Within Khan Academy's exercises, Khanmigo offers personalized tutoring. If a student struggles, Khanmigo doesn't just give the answer; it provides hints, breaks down complex problems into manageable steps, and can even direct students back to relevant instructional videos or articles within the platform to reinforce concepts. - Teacher Tools and Oversight: Khanmigo offers a comprehensive suite of tools specifically designed for educators. Teachers can use Khanmigo to create structured lesson plans, generate discussion prompts, recommend assignments, develop exit tickets, and craft clear learning objectives. They can also differentiate instruction by adjusting text complexity or generating real-world examples. Crucially, teachers can assign specific units or lessons and monitor student progress and interactions with Khanmigo, ensuring alignment with classroom goals. This level of teacher control and insight reinforces a structured learning environment. - Interactive Visuals (Powered by Gemini): In a recent development, Khanmigo has integrated Google's Gemini models to generate interactive diagrams in math and science. This allows Khanmigo to detect when a visual aid would be beneficial and create charts, geometric shapes, or plots that students can manipulate. Khanmigo then adapts its guidance based on these manipulations, offering a more dynamic and visual form of structured problem-solving. - Adaptive, Step-by-Step Tutoring: Gemini Guided Learning breaks down complex topics into sequential learning steps, designed to build understanding incrementally. It doesn't just provide answers; it initiates lessons with an overview, then proceeds through explanations, queries, practice tasks, and comprehension checks. The core mechanism involves a deliberate sequence of explanation, engagement, feedback, and adaptation. - Conversational and Interactive Flow: The learning experience is built around a dialogue. Students are prompted to interact by summarizing, solving subproblems, or explaining concepts in their own words. This active engagement allows the system to detect misunderstandings and rephrase, repeat, or elaborate as needed, creating a flexible lesson structure that shifts in response to the user's speed, confidence, and accuracy. This interactivity ensures that the structure is not rigid but responsive to the learner's immediate needs. - Emphasis on "How" and "Why": Gemini Guided Learning prioritizes the reasoning process. It aims to help learners develop robust mental models by clarifying each stage of problem-solving, rather than just focusing on the final result. This focus on process inherently provides a structural framework for understanding. - User-Initiated Structure: While Gemini can generate structured paths, the user often plays a significant role in initiating and refining that structure. For optimal use, students are encouraged to set narrow objectives, show their starting point, work through problems before asking for solutions, and check their understanding by applying concepts to new scenarios. This means the student has a greater degree of agency in shaping the learning path, albeit within the guided framework provided by the AI. - Built on Educational Science (LearnLM): Gemini's learning mode is built on LearnLM, a family of AI models specifically trained for education, incorporating best practices from educational science. This pedagogical foundation ensures that the dynamic structure it creates is grounded in effective learning principles. - Versatile Content Generation: Gemini Guided Learning can integrate various media, including images, diagrams, videos, and interactive quizzes, to enhance its explanations and practice tasks. For educators, Gemini can also generate rubrics, stories for reading assignments, and feedback for written work, particularly when integrated with Google Classroom. - Curriculum Integration: Khanmigo is inherently structured by its deep integration with Khan Academy's pre-existing, comprehensive curriculum. It's a tutor within a structured learning platform. Gemini Guided Learning, while capable of creating structured learning paths, is more of a standalone AI tutor that can generate structure on demand for a given topic. It doesn't come with a pre-packaged, multi-subject curriculum in the same way Khanmigo does. - Learning Path Definition: Khanmigo's learning paths are largely pre-defined by Khan Academy's mastery-based system, guiding students through units and lessons. Gemini Guided Learning dynamically constructs a sequential learning path for a specific query or topic, adapting its flow based on real-time student interaction. - Teacher Oversight and Tools: Khanmigo offers extensive teacher tools for lesson planning, assignment creation, and monitoring student progress within the Khan Academy ecosystem. Gemini for Education also provides valuable tools for educators, such as generating rubrics and feedback, and integrates with Google Classroom. However, Khanmigo's teacher features are more directly tied to managing and tracking student progress through a structured curriculum. - Adaptivity: Both are highly adaptive. Khanmigo adapts its Socratic guidance within the context of Khan Academy's structured exercises. Gemini Guided Learning adapts its entire lesson flow—explanations, questions, and challenges—based on the student's responses, speed, and comprehension. - User Initiative: While both encourage active learning, Gemini Guided Learning often requires more user initiative to define the scope and direction of the structured learning session. Khanmigo, by contrast, can be used more passively within an assigned Khan Academy lesson, with the AI stepping in when needed. - Khan Academy — Meet Khanmigo: Khan Academy's AI-powered teaching assistant & tutor - Google Blog — Guided Learning in Gemini: From answers to understanding - UNESCO — AI and the Future of Education: Disruptions, Dilemmas and Directions ## Key Links - [Blogs](https://www.swavid.com/blogs) - [Start free](https://www.swavid.com/signup) - [Home](https://www.swavid.com/) - [Journal](https://www.swavid.com/blogs) - [Start free](https://www.swavid.com/signup?source=blog_article) - [Start free](https://www.swavid.com/signup?source=blog_article) - [Khan Academy — Meet Khanmigo: Khan Academy's AI-powered teaching assistant & tutor](https://www.khanacademy.org/khan-labs) - [Google Blog — Guided Learning in Gemini: From answers to understanding](https://blog.google/outreach-initiatives/education/guided-learning-in-gemini) - [UNESCO — AI and the Future of Education: Disruptions, Dilemmas and Directions](https://iesalc.unesco.org/en/2024/03/26/ai-and-the-future-of-education-disruptions-dilemmas-and-directions) - [Start free](https://www.swavid.com/signup?source=blog_article) - [Socratic tutor →](https://www.swavid.com/socratic-tutor) - [Log in](https://www.swavid.com/login) - [Check a topic](https://www.swavid.com/learning-debt-identifier/topic) - [Sep 15, 2026 Swavid vs Character.AI: Why Education-Native AI Companions Are Built Differently Swavid vs Character.AI: Why Education-Native AI Companions Are Built Differently The landscape of artificial intelligence is evolving at a breathtaking pace, i Read](https://www.swavid.com/blogs/swavid-vs-character-ai-education-native-ai-difference) - [Sep 15, 2026 Swavid vs Byju's: Comparing AI-Powered Personalised Learning for Indian Students Swavid vs Byju's: Comparing AI-Powered Personalised Learning for Indian Students The educational landscape in India is undergoing a profound transformation, dr Read](https://www.swavid.com/blogs/swavid-vs-byjus-ai-personalized-learning-india) - [Sep 15, 2026 Swavid vs Google Gemini Guided Learning: An AI Companion Comparison for Students The educational landscape is undergoing a profound transformation, with Artificial Intelligence (AI) emerging as a powerful ally for students worldwide. 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