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GPT в эдтехе: какие задачи теперь выполняет ИИ

Недавно мы провели исследование ИИ-технологий в эдтехе. Изучили успешные примеры использования GPT-решений на разных платформах и выяснили, какие задачи в обучении теперь выполняет ИИ вместо преподавателей.

В своем анализе мы фокусировались на платформах, которые обучают взрослых. Исключили языковые школы, так как нам важно было рассмотреть решения, релевантные для обучения новой профессии.

Все наши выводы можно разделить на четыре группы по типу функций: обратная связь, консультации с виртуальным помощником, индивидуальные планы обучения и помощь преподавателям. О каждой из групп расскажем подробнее на примерах.

P.S. В тексте мы говорим про глобальный рынок и платформы, а не функционал в Практикуме :)

Обратная связь

GPT-модели в образовательных платформах мгновенно дают студентам обратную связь: выделяют неправильные ответы, помогают исправить ошибку и улучшить результат.

  1. Исправление ошибок в коде. GPT-модели автоматически проверяют код, сообщают об ошибке и подсказывают, где и какие изменения нужно внести. Например, если студент выбрал неправильный знак или забыл закрыть скобку, модель предложит правильный синтаксический вариант. Такая фича используется в практических тренажёрах на нескольких курсах в Практикуме: нейросеть YandexGPT подсвечивает ошибки в коде и объясняет их.

  1. Подсказки в заданиях и тестах. Если студент испытывает сложности с решением задачи, ИИ объяснит, какие шаги нужно сделать и с чего лучше начать. В квизах и тестах — даст подсказку по запросу студента.

  1. Развёрнутая обратная связь по текстовым заданиям. Некоторые ИИ-помощники не просто проверяют текст на ошибки, но и анализируют его содержание, структуру и стилистику. В результате студент получает расширенный список комментариев: сильные стороны, точки роста и рекомендации по улучшению. Модель подсказывает, если в работе не хватает примеров или некорректно оформлены цитаты.

  1. Персонализированные рекомендации. Теперь студенты могут загружать на платформы свои домашние работы и получать конкретные рекомендации от ИИ. Модель задаст уточняющие вопросы, поможет лучше понять ключевые идеи и сложные концепции. Например, нейросеть может спросить, почему студент выбрал именно этот алгоритм, предложить другие варианты и шаг за шагом помочь ему разобраться с решением.

Консультации с виртуальным репетитором

Эдтех-платформы всё чаще внедряют «виртуальных репетиторов» — ИИ-помощников, которые имитируют живой диалог и помогают студентам в процессе обучения и выполнения заданий.

  1. Генерация кода. ИИ-модели могут не только находить и исправлять ошибки в уже готовом коде, но и генерировать новый код по запросу. YandexGPT помогает студентам курсов по разработке автоматически создавать код для функций, классов или обработки данных на разных языках программирования. В теоретических уроках ИИ-модели объясняют код, чтобы студенты лучше поняли его работу и логику.

  1. Работа с документацией. Студент может загрузить файл и обсудить с ИИ-помощником содержание документа — ИИ быстро найдёт нужную информацию в документе или простым языком объяснит сложные понятия.

  1. Ответы на вопросы. ИИ отвечает на стандартные вопросы о программах обучения, помогает найти нужную информацию в материалах, подсказывает, как решить технические проблемы с кодом или настройкой инструментов.

YandexGPT предоставляет студентам Практикума узкоспециализированные «консультации»: например, если у разработчика возникают вопросы о языках программирования, он может задать их нейросети — и получить ответы о синтаксисе, функциях, библиотеках и других аспектах языка. Студенту-маркетологу YandexGPT расскажет о маркетинговых стратегиях и инструментах.

  1. Разъяснение сложных тем. Если студент не понял тему, он может получить объяснение от нейросети. ИИ-помощник расскажет теорию простыми словами, приведёт примеры из реальной жизни, задаст вопросы для закрепления материала и поделится дополнительными ресурсами для обучения.

  1. Краткий пересказ урока. Чтобы быстро повторить пройденный материал, студент может попросить ИИ-помощника сделать саммари урока. Нейросеть перескажет основные идеи и подсветит ключевые моменты. Такая фича есть в Практикуме.

  1. Практическая отработка. ИИ-помощники задают студентам уточняющие вопросы, чтобы выявить пробелы в знаниях. На основе ответов модель даёт персонализированную обратную связь: предлагает дополнительные задания, пояснения и примеры. Повторяя цикл, студент постепенно закрепляет тему и исправляет ошибки.

Индивидуальный план развития

Многие эдтех-платформы используют GPT-модели, чтобы предложить студентам персонализированный подход к обучению. Такие модели выполняют три ключевые функции: анализируют результаты, подбирают индивидуальные задания и формируют план развития.

  1. Анализ результатов. ИИ анализирует успехи студентов: оценивает их сильные и слабые стороны, уровень знаний и прогресс в обучении.

  1. Персонализированные задания. На основе анализа результатов ИИ предлагает тесты и упражнения, которые соответствуют текущему уровню знаний студента и помогают улучшить понимание темы.

  1. План развития. ИИ постоянно обновляет свои ответы и подсказки в зависимости от прогресса студента. На основе данных об успеваемости формирует список материалов для обучения, которые лучше всего соответствуют индивидуальным потребностям студента.

Помощь преподавателю

ИИ-фичи направлены не только на студентов, но и на преподавателей. GPT-модели помогают сэкономить время на рутинных задачах: проверяют задания, выявляют плагиат, фиксируют проблемные места и анализируют успеваемость студентов. При этом роль преподавателя сохраняется — они могут корректировать обратную связь ИИ и настраивать систему под свои задачи.

  1. Проверка на плагиат. ИИ выявляет плагиат и схожесть кода в студенческих работах. Если студент скопировал часть текста или кода без указания источника, система обнаружит это и укажет на заимствования в отчёте.

  1. Проверка на ИИ. GPT-модели различают тексты, написанные человеком, и сгенерированные искусственным интеллектом. Если студент использовал ИИ для подготовки эссе, система предупредит преподавателя.

  1. Расширенная обратная связь. ИИ анализирует, как студенты решают задачи, выявляет ошибки и предлагает рекомендации для улучшения результатов. Код оценивается по трём параметрам: оформление кода, документация и эффективность алгоритма. Преподаватель всегда может скорректировать или дополнить обратную связь.

  1. Анализ результатов. ИИ фиксирует вопросы, которые вызывают у студентов трудности, и сообщает преподавателю, какие темы требуют дополнительного внимания. Собирает статистику по оценкам и формирует отчёты с дашбордами, из которых наглядно видно, сколько студентов из группы испытывают сложности с конкретной темой.

Больше о том, как ИИ-модели помогают в работе и обучении, рассказываем на бесплатном курсе «YandexGPT для начинающих». А ещё новый модуль по работе с нейросетями появился в ключевых курсах Практикума –– подробнее об этом рассказали в отдельном материале.

Источник

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    "In the crypto world, this is great news I want to share. Last year, I fell victim to a scam disguised as a safe investment option. I have invested in crypto trading platforms for about 10yrs thinking I was ensuring myself a retirement income, only to find that all my assets were either frozen, I believed my assets were secure — until I discovered that my BTC funds had been frozen and withdrawals were impossible. It was a devastating moment when I realized I had been scammed, and I thought my Bitcoin was gone forever, Everything changed when a close friend recommended the Capital Crypto Recover Service. Their professionalism, expertise, and dedication enabled me to recover my lost Bitcoin funds back — more than €560.000 DEM to my BTC wallet. What once felt impossible became a reality thanks to their support. If you have lost Bitcoin through scams, hacking, failed withdrawals, or similar challenges, don’t lose hope. I strongly recommend Capital Crypto Recover Service to anyone seeking a reliable and effective solution for recovering any wallet assets. They have a proven track record of successful reputation in recovering lost password assets for their clients and can help you navigate the process of recovering your funds. Don’t let scammers get away with your hard-earned money – contact Email: [email protected] Phone CALL/Text Number: +1 (336) 390-6684 Contact: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 12.10.25 19:53 Tonerdomark

    A crook swiped my Dogecoin. It ruined my whole world. Then Mr. Sylvester showed up. He fixed it all. He pulled back €211,000 for me. Not one cent missing from my profits. His steady cool and sharp tech know-how won back my trust. I got my money smooth and sound. After endless worry, relief hit me hard. I trusted him completely. Lost cash to a scam? Hit him up now at { yt7cracker@gmail . com }. His aid turned my life around. WhatsApp at +1 512 577 7957.

  • 12.10.25 21:36 blessing

    Writing this review is a joy. Marie has provided excellent service ever since I started working with her in early 2018. I was worried I wouldn't be able to get my coins back after they were stolen by hackers. I had no idea where to begin, therefore it was a nightmare for me. However, things became easier for me after my friend sent me to [email protected] and +1 7127594675 on WhatsApp. I'm happy that she was able to retrieve my bitcoin so that I could resume trading.

  • 13.10.25 01:11 elizabethrush89

    God bless Capital Crypto Recover Services for the marvelous work you did in my life, I have learned the hard way that even the most sensible investors can fall victim to scams. When my USD was stolen, for anyone who has fallen victim to one of the bitcoin binary investment scams that are currently ongoing, I felt betrayal and upset. But then I was reading a post on site when I saw a testimony of Wendy Taylor online who recommended that Capital Crypto Recovery has helped her recover scammed funds within 24 hours. after reaching out to this cyber security firm that was able to help me recover my stolen digital assets and bitcoin. I’m genuinely blown away by their amazing service and professionalism. I never imagined I’d be able to get my money back until I complained to Capital Crypto Recovery Services about my difficulties and gave all of the necessary paperwork. I was astounded that it took them 12 hours to reclaim my stolen money back. Without a doubt, my USDT assets were successfully recovered from the scam platform, Thank you so much Sir, I strongly recommend Capital Crypto Recover for any of your bitcoin recovery, digital funds recovery, hacking, and cybersecurity concerns. You reach them Call/Text Number +1 (336)390-6684 His Email: [email protected] Contact Telegram: @Capitalcryptorecover Via Contact: [email protected] His website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 13.10.25 01:11 elizabethrush89

    God bless Capital Crypto Recover Services for the marvelous work you did in my life, I have learned the hard way that even the most sensible investors can fall victim to scams. When my USD was stolen, for anyone who has fallen victim to one of the bitcoin binary investment scams that are currently ongoing, I felt betrayal and upset. But then I was reading a post on site when I saw a testimony of Wendy Taylor online who recommended that Capital Crypto Recovery has helped her recover scammed funds within 24 hours. after reaching out to this cyber security firm that was able to help me recover my stolen digital assets and bitcoin. I’m genuinely blown away by their amazing service and professionalism. I never imagined I’d be able to get my money back until I complained to Capital Crypto Recovery Services about my difficulties and gave all of the necessary paperwork. I was astounded that it took them 12 hours to reclaim my stolen money back. Without a doubt, my USDT assets were successfully recovered from the scam platform, Thank you so much Sir, I strongly recommend Capital Crypto Recover for any of your bitcoin recovery, digital funds recovery, hacking, and cybersecurity concerns. You reach them Call/Text Number +1 (336)390-6684 His Email: [email protected] Contact Telegram: @Capitalcryptorecover Via Contact: [email protected] His website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 14.10.25 01:15 tyleradams

    Hi. Please be wise, do not make the same mistake I had made in the past, I was a victim of bitcoin scam, I saw a glamorous review showering praises and marketing an investment firm, I reached out to them on what their contracts are, and I invested $28,000, which I was promised to get my first 15% profit in weeks, when it’s time to get my profits, I got to know the company was bogus, they kept asking me to invest more and I ran out of patience then requested to have my money back, they refused to answer nor refund my funds, not until a friend of mine introduced me to the NVIDIA TECH HACKERS, so I reached out and after tabling my complaints, they were swift to action and within 36 hours I got back my funds with the due profit. I couldn’t contain the joy in me. I urge you guys to reach out to NVIDIA TECH HACKERS on their email: [email protected]

  • 14.10.25 08:46 robertalfred175

    CRYPTO SCAM RECOVERY SUCCESSFUL – A TESTIMONIAL OF LOST PASSWORD TO YOUR DIGITAL WALLET BACK. My name is Robert Alfred, Am from Australia. I’m sharing my experience in the hope that it helps others who have been victims of crypto scams. A few months ago, I fell victim to a fraudulent crypto investment scheme linked to a broker company. I had invested heavily during a time when Bitcoin prices were rising, thinking it was a good opportunity. Unfortunately, I was scammed out of $120,000 AUD and the broker denied me access to my digital wallet and assets. It was a devastating experience that caused many sleepless nights. Crypto scams are increasingly common and often involve fake trading platforms, phishing attacks, and misleading investment opportunities. In my desperation, a friend from the crypto community recommended Capital Crypto Recovery Service, known for helping victims recover lost or stolen funds. After doing some research and reading multiple positive reviews, I reached out to Capital Crypto Recovery. I provided all the necessary information—wallet addresses, transaction history, and communication logs. Their expert team responded immediately and began investigating. Using advanced blockchain tracking techniques, they were able to trace the stolen Dogecoin, identify the scammer’s wallet, and coordinate with relevant authorities to freeze the funds before they could be moved. Incredibly, within 24 hours, Capital Crypto Recovery successfully recovered the majority of my stolen crypto assets. I was beyond relieved and truly grateful. Their professionalism, transparency, and constant communication throughout the process gave me hope during a very difficult time. If you’ve been a victim of a crypto scam, I highly recommend them with full confidence contacting: 📧 Email: [email protected] 📱 Telegram: @Capitalcryptorecover Contact: [email protected] 📞 Call/Text: +1 (336) 390-6684 🌐 Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 14.10.25 08:46 robertalfred175

    CRYPTO SCAM RECOVERY SUCCESSFUL – A TESTIMONIAL OF LOST PASSWORD TO YOUR DIGITAL WALLET BACK. My name is Robert Alfred, Am from Australia. I’m sharing my experience in the hope that it helps others who have been victims of crypto scams. A few months ago, I fell victim to a fraudulent crypto investment scheme linked to a broker company. I had invested heavily during a time when Bitcoin prices were rising, thinking it was a good opportunity. Unfortunately, I was scammed out of $120,000 AUD and the broker denied me access to my digital wallet and assets. It was a devastating experience that caused many sleepless nights. Crypto scams are increasingly common and often involve fake trading platforms, phishing attacks, and misleading investment opportunities. In my desperation, a friend from the crypto community recommended Capital Crypto Recovery Service, known for helping victims recover lost or stolen funds. After doing some research and reading multiple positive reviews, I reached out to Capital Crypto Recovery. I provided all the necessary information—wallet addresses, transaction history, and communication logs. Their expert team responded immediately and began investigating. Using advanced blockchain tracking techniques, they were able to trace the stolen Dogecoin, identify the scammer’s wallet, and coordinate with relevant authorities to freeze the funds before they could be moved. Incredibly, within 24 hours, Capital Crypto Recovery successfully recovered the majority of my stolen crypto assets. I was beyond relieved and truly grateful. Their professionalism, transparency, and constant communication throughout the process gave me hope during a very difficult time. If you’ve been a victim of a crypto scam, I highly recommend them with full confidence contacting: 📧 Email: [email protected] 📱 Telegram: @Capitalcryptorecover Contact: [email protected] 📞 Call/Text: +1 (336) 390-6684 🌐 Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 14.10.25 08:46 robertalfred175

    CRYPTO SCAM RECOVERY SUCCESSFUL – A TESTIMONIAL OF LOST PASSWORD TO YOUR DIGITAL WALLET BACK. My name is Robert Alfred, Am from Australia. I’m sharing my experience in the hope that it helps others who have been victims of crypto scams. A few months ago, I fell victim to a fraudulent crypto investment scheme linked to a broker company. I had invested heavily during a time when Bitcoin prices were rising, thinking it was a good opportunity. Unfortunately, I was scammed out of $120,000 AUD and the broker denied me access to my digital wallet and assets. It was a devastating experience that caused many sleepless nights. Crypto scams are increasingly common and often involve fake trading platforms, phishing attacks, and misleading investment opportunities. In my desperation, a friend from the crypto community recommended Capital Crypto Recovery Service, known for helping victims recover lost or stolen funds. After doing some research and reading multiple positive reviews, I reached out to Capital Crypto Recovery. I provided all the necessary information—wallet addresses, transaction history, and communication logs. Their expert team responded immediately and began investigating. Using advanced blockchain tracking techniques, they were able to trace the stolen Dogecoin, identify the scammer’s wallet, and coordinate with relevant authorities to freeze the funds before they could be moved. Incredibly, within 24 hours, Capital Crypto Recovery successfully recovered the majority of my stolen crypto assets. I was beyond relieved and truly grateful. Their professionalism, transparency, and constant communication throughout the process gave me hope during a very difficult time. If you’ve been a victim of a crypto scam, I highly recommend them with full confidence contacting: 📧 Email: [email protected] 📱 Telegram: @Capitalcryptorecover Contact: [email protected] 📞 Call/Text: +1 (336) 390-6684 🌐 Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 15.10.25 18:07 crypto

    Cryptocurrency's digital realm presents many opportunities, but it also conceals complex frauds. It is quite painful to lose your cryptocurrency to scam. You can feel harassed and lost as a result. If you have been the victim of a cryptocurrency scam, this guide explains what to do ASAP. Following these procedures will help you avoid further issues or get your money back. Communication with Marie ([email protected] and WhatsApp: +1 7127594675) can make all the difference.

  • 15.10.25 21:52 harristhomas7376

    "In the crypto world, this is great news I want to share. Last year, I fell victim to a scam disguised as a safe investment option. I have invested in crypto trading platforms for about 10yrs thinking I was ensuring myself a retirement income, only to find that all my assets were either frozen, I believed my assets were secure — until I discovered that my BTC funds had been frozen and withdrawals were impossible. It was a devastating moment when I realized I had been scammed, and I thought my Bitcoin was gone forever, Everything changed when a close friend recommended the Capital Crypto Recover Service. Their professionalism, expertise, and dedication enabled me to recover my lost Bitcoin funds back — more than €560.000 DEM to my BTC wallet. What once felt impossible became a reality thanks to their support. If you have lost Bitcoin through scams, hacking, failed withdrawals, or similar challenges, don’t lose hope. I strongly recommend Capital Crypto Recover Service to anyone seeking a reliable and effective solution for recovering any wallet assets. They have a proven track record of successful reputation in recovering lost password assets for their clients and can help you navigate the process of recovering your funds. Don’t let scammers get away with your hard-earned money – contact Email: [email protected] Phone CALL/Text Number: +1 (336) 390-6684 Contact: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 15.10.25 21:52 harristhomas7376

    "In the crypto world, this is great news I want to share. Last year, I fell victim to a scam disguised as a safe investment option. I have invested in crypto trading platforms for about 10yrs thinking I was ensuring myself a retirement income, only to find that all my assets were either frozen, I believed my assets were secure — until I discovered that my BTC funds had been frozen and withdrawals were impossible. It was a devastating moment when I realized I had been scammed, and I thought my Bitcoin was gone forever, Everything changed when a close friend recommended the Capital Crypto Recover Service. Their professionalism, expertise, and dedication enabled me to recover my lost Bitcoin funds back — more than €560.000 DEM to my BTC wallet. What once felt impossible became a reality thanks to their support. If you have lost Bitcoin through scams, hacking, failed withdrawals, or similar challenges, don’t lose hope. I strongly recommend Capital Crypto Recover Service to anyone seeking a reliable and effective solution for recovering any wallet assets. They have a proven track record of successful reputation in recovering lost password assets for their clients and can help you navigate the process of recovering your funds. Don’t let scammers get away with your hard-earned money – contact Email: [email protected] Phone CALL/Text Number: +1 (336) 390-6684 Contact: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

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