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Grok 4, Chimera и LLM от ETH Zurich: что нового в мире больших языковых моделей

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Искусственный интеллект развивается стремительно, новые LLM становятся быстрее, универсальнее плюс менее требовательными к ресурсам. Среди ключевых новинок последнего времени — Grok 4 от xAI, модель Chimera от DeepSeek, а еще открытый проект от ETH Zurich и EPFL, обещающий поддержку более 1 000 языков. Эти разработки отражают три важных тренда: ускорение локальных моделей, расширение мультиязычности и стремление открытых решений догнать проприетарных лидеров. Давайте обсудим новинки и попробуем понять, куда движется индустрия.

Grok 4: амбиции xAI и новые горизонты

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Компания xAI, основанная Илоном Маском, представила Grok 4 в начале июля 2025 г. Модель позиционируется как значительный шаг вперед по сравнению с Grok 3, выпущенной в феврале того же года. Согласно заявлениям xAI, новинка превосходит конкурентов по ряду тестов, включая AIME (математическое мышление) и GPQA (научные задачи уровня PhD). Grok 4, а также его более мощная версия Grok 4 Heavy демонстрируют высокую производительность на бенчмарке Humanity’s Last Exam, решая до 50% задач в многоагентном режиме.

Особенность Grok 4 — использование данных из экосистемы Маска: платформы X, Tesla и SpaceX. Это дает модели доступ к уникальным источникам информации в реальном времени, что крайне полезно для анализа текущих событий или специфических задач, имеющих отношение к авто и космосу. Например, интеграция с Tesla позволяет Grok 4 обрабатывать запросы, связанные с управлением электромобилями, хотя прямого контроля над функциями машины модель не имеет.

Еще одна отличительная черта — акцент на «максимальную правдивость» (truth-seeking). xAI стремится минимизировать влияние идеологических фильтров, которые, по мнению Маска, ограничивают другие чат-боты, такие как ChatGPT или Gemini. Однако этот подход вызвал споры: вскоре после релиза Grok 4 подвергся критике за некорректные ответы, упоминания политически чувствительных тем. В ответ xAI оперативно обновила модель, добавив фильтры для блокировки подобного контента.

Grok 4 доступен через подписку SuperGrok (30 $/месяц) или SuperGrok Heavy (300 $/месяц), а также через API (3 $ за миллион входных токенов). Соответственно, модель менее доступна по сравнению с открытыми аналогами, но xAI делает ставку на уникальные функции, такие как режимы Think и Big Brain, которые улучшают качество обработки сложных запросов.

Chimera от DeepSeek: скорость и эффективность

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Китайская компания DeepSeek, прославившаяся со своей моделью R1, представила Chimera — новый проект. Как и в случае с другими LLM 2025 года, акцент здесь на скорости и энергоэффективности. Chimera использует архитектуру Mixture-of-Experts (MoE), где активируется только часть параметров (37 млрд из 671 млрд), что позволяет сократить затраты на вычисления без потери качества. Эта модель показывает впечатляющие результаты на бенчмарках, таких как Chatbot Arena (Elo 1382) и AIME (93,3%). И обходит многих конкурентов, включая Grok 4.

Chimera ориентирована на локальный запуск, что делает ее привлекательной для разработчиков с ограниченным объемом ресурсов. В отличие от Grok 4, она полностью открыта и распространяется под лицензией Apache 2.0. Именно это и дает возможность запускать модель на собственном оборудовании, избегая зависимости от облачных сервисов. DeepSeek также предоставляет API, что делает Chimera гибким решением для бизнеса.

Одно из сильных качеств Chimera — высокая скорость генерации, особенно в задачах по программированию и математике. В тесте на создание случайного лабиринта с помощью Python и Matplotlib она выдала аккуратный и рабочий код — быстрее и чище, чем Grok 3 в похожем сценарии.

Однако у Chimera есть ограничения: модель не поддерживает поиск в интернете, что снижает ее полезность для задач, требующих актуальной информации. DeepSeek компенсирует это, предлагая отдельный инструмент DeepSeek Search, который обеспечивает прозрачность ссылок на источники. Это делает Chimera особенно подходящей для научных и технических приложений, где важна воспроизводимость результатов.

Открытый LLM от ETH Zurich и EPFL: мультиязычность и прозрачность

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Швейцарские университеты ETH Zurich и EPFL готовят к выпуску в конце лета 2025 года амбициозный проект — полностью открытую языковую модель, созданную на суперкомпьютере Alps. Она поддерживает свыше 1 000 языков. Модель обучена на наборе данных на 1 500 языках (60% на английском, 40% на других). Плюс, конечно же, код и математические данные.

Проект реализуется в рамках Swiss AI Initiative при поддержке ETH Board. LLM будет доступна в двух вариантах — 8 млрд и 70 млрд параметров, это сопоставимо с Llama 3. В отличие от большинства коммерческих решений, швейцарская модель полностью открыта: исходный код, веса и данные обучения публикуются под лицензией Apache 2.0, что позволяет использовать ее для научных, государственных и образовательных целей.

Поддержка многих языков не единственное сильное место модели. Разработчики подчеркивают, что обучение шло с учетом швейцарского законодательства о защите данных и требований AI Act. При этом, как показало исследование на arXiv, отказ от веб-скрейпинга почти не сказался на качестве — модель осталась конкурентоспособной, сохранив при этом этичность подхода.

LLM ориентирована на специализированные задачи в науке, медицине, робототехнике и климатических исследованиях. Это отличает ее от универсальных решений, таких как Grok 4 или Chimera, и подчеркивает стремление Швейцарии к созданию социально ориентированного ИИ.

Тренды рынка: куда движется индустрия?

Развитие Grok 4, Chimera и швейцарского LLM отражает три ключевых направления в эволюции больших языковых моделей:

Локальность и энергоэффективность. Chimera от DeepSeek — пример того, что архитектуры вроде MoE позволяют запускать большие модели на локальных машинах без потерь в качестве. Это снижает зависимость от облака и делает ИИ доступнее для небольших команд и энтузиастов. Grok 4, напротив, требует мощной облачной инфраструктуры и платной подписки, что ограничивает круг пользователей.

Мультиязычность и глобальность. Проект ETH Zurich и EPFL показывает, как важно поддерживать языки, которые редко встречаются в ИИ. Это помогает сделать технологии доступнее и сохранить языковое разнообразие в интернете. Коммерческие модели вроде Grok 4 тоже начинают учитывать это, но все еще в основном работают с языками международного общения.

Открытость против закрытости. Open-source-модели вроде швейцарской LLM и Chimera становятся полноценной альтернативой закрытым системам — они гибкие, прозрачные и доступны для сообщества. В то же время проприетарные решения, такие как Grok 4, остаются востребованными там, где важна работа с уникальными/специфическими данными и высокая производительность. В 2025 году разрыв между этими подходами стал особенно заметен.

Что дальше?

Grok 4, Chimera и швейцарский LLM — лишь часть ландшафта ИИ-индустрии, который продолжает стремительно меняться. xAI делает ставку на интеграцию с собственной экосистемой и «правдивость», хотя это порождает этические вопросы. DeepSeek фокусируется на скорости и открытости, предлагая решения для локального использования. ETH Zurich и EPFL идут по пути прозрачности и мультиязычности, создавая модель для общественного блага.

Эти разработки показывают, что рынок LLM движется к диверсификации: универсальные модели сосуществуют с узкоспециализированными, а открытые проекты начинают теснить проприетарных гигантов. В ближайшие годы можно ожидать дальнейшего роста контекстных окон (как у Llama 4 Scout с 10 млн токенов), улучшения энергоэффективности и усиления внимания к этическим аспектам.

За последними релизами стоит не просто технический прогресс — меняется само понимание того, каким должен быть ИИ. Одни делают ставку на скорость и локальность, другие — на доступность и открытость, третьи — на интеграцию с экосистемами. Что окажется важнее, покажет практика: как ИИ впишется в реальные задачи и чьи подходы окажутся ближе к пользователям.

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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 01:12 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

  • 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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