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DeepSeek и Qwen 2.5 против ChatGPT: как китайские компании запустили новый скачок в мире ИИ

В последние недели мир искусственного интеллекта (ИИ) был потрясен значительными достижениями китайских компаний, особенно DeepSeek и Alibaba, которые представили свои передовые модели — DeepSeek-R1 и Qwen 2.5-Max соответственно. Конечно же, эти события вызвали широкий резонанс в технологическом сообществе и привели к обсуждению будущего ИИ.

Меня зовут Роман Ленц, я начальник отдела анализа данных и машинного обучения ПГК Диджитал — цифровой дочки Первой грузовой компании – крупнейшего частного оператора грузовых железнодорожных перевозок в России. В этой статье мы разберемся, что за «зверь» этот DeepSeek и Qwen и что их появление значит для мира ИИ?

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Что такое DeepSeek

DeepSeek — китайская компания, специализирующаяся на искусственном интеллекте, которая недавно представила модели DeepSeek-V3 и R1. Примечательно, что им удалось достичь результатов, сопоставимых с ведущими американскими моделями, при меньших затратах (примерно 6 миллионов долларов и 2 000 графических процессоров NVIDIA H800).

Для сравнения компания OpenAI потратила на тренировку своей последней модели порядка 100 миллионов долларов. Примечательно, что штат специалистов двух компаний тоже сильно отличается: согласно открытым данным, количество сотрудников DeepSeek - ~140, а OpenAI - ~3,500.

Это событие вызвало значительные колебания на рынке технологий, включая снижение акций NVIDIA (производитель чипов и основной выгодополучатель гонки ИИ) на 17%, а совокупная рыночная стоимость мировых технологических гигантов снизилась на 1 триллион долларов. Однако отметим, что рынок акций довольно быстро оправился от потрясения, так как модель из Поднебесной оказалась не так проста: многие источники отмечали, что сумма в 6 млн долларов относится только к финальной стадии процесса обучения, а также, что китайская модель задействовала наработки западных коллег.

Как работает эта нейронка

Подход DeepSeek к обучению моделей включает:

  • Предварительное обучение на больших объемах текстовых данных: Модели проходят начальную тренировку, анализируя обширные текстовые корпуса (данные до октября 2023 года), что позволяет им накапливать знания и улучшать понимание языка.

  • Применение обучения с подкреплением: Используется метод обучения с подкреплением (reinforcement learning), при котором модели оптимизируют свои способности к рассуждению, получая обратную связь и корректируя свои действия для достижения лучших результатов.

  • Фокус на "мышлении вслух": Особое внимание уделяется способности моделей демонстрировать ход своих рассуждений, что облегчает процесс отладки и позволяет пользователям следить за логикой принятия решений.

Стоит отметить, что модель DeepSeek имеет открытый исходный код, доступна бесплатно для пользователей как через web-интерфейс, так и через приложение для Android и iOS, и функционирует в России без ограничений (модель может быть перегружена какое-то время из-за огромного количества поступающих запросов), в отличие от его американских конкурентов. Модель также доступна для использования по API, но это не бесплатно и зависит от количества запросов (токенов), которое вы получаете и отправляете.

Как DeepSeek меняет ландшафт ИИ

Эксперты отмечают несколько ключевых аспектов:

  • Прорыв китайской компании в сфере ИИ: Впервые китайская фирма достигла такого уровня инноваций в области искусственного интеллекта, что ставит её в один ряд с ведущими мировыми разработчиками.

  • Ускорение инноваций: Успех DeepSeek стимулирует другие компании к активному развитию и внедрению новых ИИ-решений, что ускоряет общий прогресс в этой области.

  • Снижение затрат на разработку ИИ: Благодаря снижению затрат на разработку, DeepSeek делает передовые ИИ-технологии более доступными для широкого круга пользователей и организаций, что способствует их более широкому распространению и внедрению.

Эти факторы подчеркивают значимость DeepSeek в трансформации современного ИИ и его влиянии на будущее технологий.

Qwen 2.5: Ответ Alibaba

В ответ на успех DeepSeek, компания Alibaba выпустила модель Qwen 2.5-Max, заявив о её превосходстве над DeepSeek-V3 по большинству показателей. Модель была презентована в первый день Лунного Нового года, что подчеркивает важность этого релиза. Эта модель, обученная на более чем 20 триллионах токенов, была дополнительно дообучена с использованием методов Supervised Fine-Tuning (то есть – с участием человека) и Reinforcement Learning from Human Feedback (обучение на основе фидбека от людей). Ключевое отличие данной модели от DeepSeek-R1 – это отсутствие «цепочки рассуждений» (chain of thought) для формирования более осмысленных и обоснованных ответов, Qwen 2.5-Max не применяет этот подход. Это может влиять на то, как модель формулирует свои ответы, возможно, делая их менее детализированными, но более быстрыми. Также в отличие от DeepSeek модель умеет генерировать изображения и видео по запросу, что является весомым плюсом для некоторых категорий пользователей.

Что дальше?

Развитие моделей DeepSeek и Qwen 2.5 поднимает важные вопросы о будущем искусственного интеллекта:

  • Превосходство ИИ над человеческим интеллектом. С текущими темпами прогресса, к 2026–2027 годам мы можем столкнуться с системами ИИ, которые превзойдут человеческие способности во многих областях.

  • Глобальный баланс сил в сфере ИИ. Возникает вопрос о распределении влияния между странами в области ИИ-технологий, особенно между США и Китаем.

  • Контроль и регулирование технологий. В условиях растущей конкуренции становится актуальной тема контроля за распространением ИИ-технологий и их регулирования.

  • Влияние на рынок труда. С увеличением автоматизации и внедрением ИИ возрастает риск сокращения рабочих мест, особенно в секторах, где задачи могут быть полностью автоматизированы. Это требует разработки стратегий по переподготовке кадров и созданию новых рабочих мест в сферах, связанных с ИИ.

Эти аспекты требуют тщательного анализа и обсуждения, чтобы обеспечить ответственное развитие и использование искусственного интеллекта в будущем.

Какая модель лучше?

На основе отзывов пользователей и тестирований, DeepSeek-V3 показывает впечатляющие результаты, особенно в образовательных задачах и сложных математических проблемах. Она опережает многие открытые модели и демонстрирует производительность, сопоставимую с ChatGPT-4o и Claude-3.5-Sonnet.

С другой стороны, Qwen 2.5-Max позиционируется как более универсальная модель, которая превосходит DeepSeek-V3 по многим параметрам (следует из опубликованных бенчмарков ребятами из Alibaba). Пользователи отмечают её высокую точность и способность решать сложные задачи, что делает её серьёзным конкурентом.

Обе модели поддерживают функцию поиска в интернете, которую необходимо активировать перед отправкой запроса. Это особенно полезно, когда требуется актуальная информация, выходящая за рамки данных, использованных при обучении модели.

Для рядового пользователя разница использования моделей такого уровня будет не сильно ощутима, нюансы будут крыться в очень специфичных задачах.

Мнение автора

На мой взгляд, ChatGPT-4o от OpenAI превосходит DeepSeek-V3 и Qwen 2.5-Max по стилю и структуре ответов. Его формулировки более точные, а логика изложения — последовательная и естественная.

Кроме того, при работе с загруженными файлами, особенно PDF-документами, я столкнулся с ошибками в DeepSeek и Qwen, в то время как ChatGPT-4o справился с обработкой данных без сбоев. Это может быть критичным для пользователей, которые активно работают с документами и аналитическими материалами.

Важно понимать, что DeepSeek-V3 и Qwen 2.5-Max — относительно новые модели, и они всё ещё находятся в процессе доработки. Их тестирование продолжается, разработчики анализируют обратную связь, а значит, в будущем эти модели могут стать ещё более мощными и точными. Время покажет, смогут ли они на «голову» превзойти конкурентов, но уже сейчас они представляют собой очень достойные альтернативы.

В целях сравнения я задал всем трём моделям — DeepSeek-V3, Qwen 2.5-Max и ChatGPT-4o — один и тот же простой вопрос, чтобы оценить, как они с ним справятся и какие особенности структуры ответа каждая из них продемонстрирует. Результаты этого теста представлены ниже.

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Этот вопрос уже задавали исследователи другим моделям для оценки их ответов (ещё до того, как были выпущены модели Qwen-2.5-Max и DeepSeek-V3) и, как мы видим, справиться с этой задачей на логику смогла только модель от DeepSeek.

Преимущества DeepSeek и Qwen 2.5 для российских пользователей

Обе модели, DeepSeek и Qwen 2.5, имеют одно важное преимущество для пользователей из России: они не требуют подключения через VPN, в отличие, например, от ChatGPT и Claude, которые до сих пор доступны только через специальные обходные пути.

Кроме того, обе модели полностью бесплатны для использования (как минимум пока). Бери и пользуйся — не нужно покупать подписки или платить за токены, как это часто бывает с другими ИИ-сервисами.

Это делает их идеальным выбором для тех, кто хочет получить доступ к передовым технологиям без дополнительных затрат.

Источник

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    Bitcoin Recovery Testimonial After falling victim to a cryptocurrency scam group, I lost $354,000 worth of USDT. I thought all hope was lost from the experience of losing my hard-earned money to scammers. I was devastated and believed there was no way to recover my funds. Fortunately, I started searching for help to recover my stolen funds and I came across a lot of testimonials online about Capital Crypto Recovery, an agent who helps in recovery of lost bitcoin funds, I contacted Capital Crypto Recover Service, and with their expertise, they successfully traced and recovered my stolen assets. Their team was professional, kept me updated throughout the process, and demonstrated a deep understanding of blockchain transactions and recovery protocols. They are trusted and very reliable with a 100% successful rate record Recovery bitcoin, I’m grateful for their help and highly recommend their services to anyone seeking assistance with lost crypto. Contact: [email protected] Phone CALL/Text Number: +1 (336) 390-6684 Email: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 11.10.25 04:41 luciajessy3

    Don’t be deceived by different testimonies online that is most likely wrong. I have made use of several recovery options that got me disappointed at the end of the day but I must confess that the tech genius I eventually found is the best out here. It’s better you devise your time to find the valid professional that can help you recover your stolen or lost crypto such as bitcoins rather than falling victim of other amateur hackers that cannot get the job done. ADAMWILSON . TRADING @ CONSULTANT COM / WHATSAPP ; +1 (603) 702 ( 4335 ) is the most reliable and authentic blockchain tech expert you can work with to recover what you lost to scammers. They helped me get back on my feet and I’m very grateful for that. Contact their email today to recover your lost coins ASAP…

  • 11.10.25 10:44 Tonerdomark

    A thief took my Dogecoin and wrecked my life. Then Mr. Sylvester stepped in and changed everything. He got back €211,000 for me, every single cent of my gains. His calm confidence and strong tech skills rebuilt my trust. Thanks to him, I recovered my cash with no issues. After months of stress, I felt huge relief. I had full faith in him. If a scam stole your money, reach out to him today at { yt7cracker@gmail . com } His help sparked my full turnaround.

  • 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 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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