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Н Новости

Опять DeepSeek? Побудем в роли детектива

这篇帖子是用一碗米饭支付的,猫老婆

Хайп, хайп и еще раз хайп

Когда про DeepSeek-r1 начали говорить уже из каждого утюга, я долго думал, а стоит ли еще и свои 5 копеек вставлять в эту историю, и подумал, конечно же да! Ведь могу.

Если коротко, просыпаюсь в понедельник и вижу сотни постов в час на тему «революции в ИИ», «гигантский скачок в развитии LLM», «Акции big tech компаний падают», «NVIDIA потеряла сотни миллиардов долларов» — все эти статьи и посты имели кое-что общее — упоминание DeepSeek. Первое, что я почувствовал, это, конечно, небольшое недоумение — так он уже несколько дней точно лежит в библиотеке ollama, а до этого еще лежал на hugging face, да еще и я уже и развернул его на домашнем сервере и тестирую, так почему он внезапно то хайповать стал?!

Подумал, подумал, и пошел работать, лишь к вечеру вернувшись к этому вопросу. Решил разобраться, откры Хабр и понял, что уже куча опубликованных статей в стиле «⚡️», так что решил подождать чуть более логичных рассуждений обо всей этой истории. В итоге, время шло-шло-шло, я уже состарился на целую неделю, параллельно изучая причины происходящего, но, так и не дождался полноценного разбора произошедшего, так что я решил написать статью в стиле «🐢».

Затишье перед новым годом

Примерно в начале декабря вышла в свет новая версия ChatGPT-01 — первая модель, способная к рассуждению. Эта модель обещала гигантский прорыв и скачок в развитии ИИ, и, будем объективны, так и вышло — она действительно достигла новых высот.

Как представлял себя Сэм Альман презентуя o1

Человечество ликовало, мы создали ИИ
Человечество ликовало, мы создали ИИ

Самое печальное в истории развития AI — это то, что чаще всего его используют, чтобы решить домашние задания в школе, перевести текст на другой язык или же попросту получать краткую выжимку из книг/статей/да чего душе угодно

Возможность «рассуждать» дала тот самый толчок, который позволяет еще лучше и качественнее использовать LLM в сложных исследовательских и научных задачах.

Однако в большинстве пользовательских задач рост качества ответов не то чтобы сделал такой же качественный скачок. Он был, да, однако если разница в цене поднялась в 10 раз, то в случае с решением бытовых задач не было такого же «гигантского скачка», как в цене.

Недальновидность

В 2023 году на одном из мероприятий, посвященных AI-стартапам, ему задали вопрос касательно того, каков шанс, что небольшая группа отличных инженеров могла бы создать конкурента для OpenAI меньше чем за 10 миллионов долларов, на что прозвучал ставший теперь мемом в узких кругах ответ:

Смотрите, всё работает так: мы собираемся сказать вам, что конкурировать с нами в обучении базовых моделей совершенно безнадёжно. Вам не стоит пытаться, и при этом ваша задача — всё равно пытаться, и я верю в оба эти утверждения

Но, давайте будем реалистами, в 2023 году у него вполне были причины так считать.

Длинный путь маркировки данных

Примерно полтора года назад одним из исследователей в сфере ИИ был обнаружен интересный момент: ChatGPT неестественно часто употреблял слова, которые не были популярны в американской/британской версиях английского, а большую популярность имели (какая неожиданность) в африканских странах — особенно в Конго.

Дело вот в чем: LLM-модели (на первых порах) обучались на заранее маркированных данных, а также использовался метод обучения RLHF — фактически это метод обучения с подкреплением на основе отзывов людей, и, как вы понимаете, такую деятельность попросту дешевле отдавать на аутсорсинг в страны третьего мира.

Одним из внезапно созданных критериев определения плагиата в англо-образовательном мире оказалось частое использование непривычных для западных стран диалектов/слов. К примеру, на сайте с биомедицинскими исследованиями PubMed слово delve встречается в 0,5% статей — это в 10-100 раз больше, чем несколько лет назад. А значит, эти статьи могли быть частично написаны с помощью ChatGPT.

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Однако если предполагать число потенциальных работников, необходимых для обучения, то цифры необходимого бюджета уже только на этом этапе могут отбить любое желание многих инвесторов влезать в эту гонку.

Железо внутри, железо снаружи

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Еще в 2023 году, в эпоху GPT-3.5, журналисты подсчитали ориентировочную стоимость обслуживания серверов за один день — цифра оказалась больше 600 000 долларов. Да, за один день работы, еще и версии 3.5 (на всякий случай уточню, что с обновлением версий они не оптимизируют потребление энергии и ресурсов, потребление лишь растет). И вот уже только на этом моменте 99,9999% инвесторов могут произнести вслух: «Да ну ***** этот ваш ИИ». Да, будем объективны, потенциальные затраты колоссальные, а здесь речь идет еще только о 2023 годе и версии GPT-3.5.

Если учесть, что в 2024 году OpenAI дважды привлекала раунды инвестиций для выживания, есть шанс предполагать рост расходов на порядки. Но к чему это я все?

На этом шаге уже нет смысла даже предполагать, что в мире хоть кто-то сможет с небольшим (ха-ха) бюджетом стать конкурентом, так как потенциальные расходы уже переваливают за такие суммы, что в мире мало какая компания способна будет такое осилить.

Но и это не все — столь высокие затраты в том числе связаны с сотнями тысяч GPU, причем важно — самых современных. Почему важно? Да не только потому, что оно лучше всех предыдущих оптимизировано под нейронки, а потому, что есть «экспортные ограничения» в ряд стран (в частности, в Китай), запрещающие продажи GPU старшего сегмента, что дает некую «монополизацию» для OpenAI в возможности расширения своих дата-центров.

Что касается проблем, то они вполне серьезные. В 2022 году был запрещен экспорт GPU NVIDIA H100 с тензорными ядрами. Когда в Китае начали разбирать и перенастраивать стандартные видеокарты RTX 4090 для создания мощнейших компьютерных систем, США запретили продажу и этой продукции.

Резюмирую: сотни тысяч карточек + практически своя атомная электростанция = ChatGPT

Человеческий ресурс

Где-то год назад на конференции Highload общался с одним товарищем, рассуждали с ним на тему: а почему нет крупных конкурентов у OpenAI? (на тот момент даже Llama еще не воспринималась каким-либо конкурентом). На что мне ответили:

Уровень каждого их специалиста — это уровень самых топовых инженеров в целом на рынке

И, если честно, я согласился с этим утверждением. Ситуация действительно казалась просто в тот момент неразрешимой.

И если сесть изучать статистику, то на текущий момент я нашел цифру в 3,5 тыс. сотрудников, а средняя зарплата (по открытым источникам) варьируется от 200 тыс. до 370 тыс. долларов в год.

Но дело даже не в количестве специалистов и их зарплатах — важнее тот факт, что OpenAI накопила тысячи человеко-лет опыта разработки и исследований в сфере ИИ. Это как пытаться догнать компанию, которая не просто бежит впереди, а успела намотать несколько кругов по стадиону, пока вы только завязываете шнурки. И каждый день этот разрыв только увеличивается — пока условный стартап будет набирать команду, OpenAI успеет провести еще десятки экспериментов и накопить еще больше критически важного опыта.

Если говорить совсем простым языком — даже если у вас появится 10 миллиардов долларов, вы не сможете купить то, чего просто нет на рынке — годы коллективного опыта работы над самыми передовыми ИИ-системами.

Экспортные ограничения

Отдельной главой в истории «почему сложно догнать OpenAI» идут экспортные ограничения, введенные США начиная с 2022 года. И здесь происходит крайне любопытная ситуация: Китай, являясь фактически производственной площадкой для NVIDIA, оказался под запретом на покупку собственной же продукции.

Начиналось все с запрета на экспорт серверных GPU NVIDIA H100 с тензорными ядрами — ключевых компонентов для обучения крупных языковых моделей. Когда же китайские компании начали проявлять изобретательность, разбирая и модифицируя геймерские RTX 4090 для создания вычислительных кластеров, США оперативно закрыли и эту лазейку, запретив экспорт высокопроизводительных потребительских видеокарт.

Причина таких жестких ограничений проста и прагматична — не дать технологическому конкуренту шанс догнать американские компании в гонке ИИ-вооружений. Ведь имея доступ к современным GPU и производственным мощностям, Китай мог бы относительно быстро создать инфраструктуру, сопоставимую с дата-центрами OpenAI и других лидеров отрасли.

В результате мы имеем ситуацию, когда одна страна фактически производит оборудование, которое сама же не имеет права использовать. И это создает своеобразную «технологическую монополию», где доступ к самым производительным вычислительным мощностям остается привилегией избранных компаний, а потенциальные конкуренты ограничивались в своих возможностях)

Черный понедельник

Просыпаюсь, умываюсь, открываю телефон — и вот мягко говоря не понимаю происходящее: весь IT-сектор акций резко летит вниз, а такие компании, как NVIDIA, уже к тому моменту потеряли почти 7% стоимости. Вопрос: ЧТО ПРОИЗОШЛО, ПОКА Я СПАЛ?!

Да ничего, люди внезапно увидели DeepSeek, который резко взлетел на топовые позиции по скачиванию в AppStore и Play Market, а упоминания во всех западных и наших медиа были в каком-то неисчислимом количестве. А дальше уже и ко мне пришли с вопросом о даче комментария на эту тему. Кстати, воспользуюсь возможностью пропиарить эту статью :)

Ну что же, давайте разбираться в причинно-следственной связи: а что же происходит и причем тут всё это?

DeepSeek-r1

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Думаю, что нет смысла обсуждать, что такое DeepSeek — худо бедно о нем уже многие знают, но вот что важно, откуда они?

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История оказалась крайне любопытной: всё началось с High-Flyer — одного из крупнейших квантовых хедж-фондов Китая. В 2015 году три инженера (Сюй Цзинь, Чжэн Давэй и Лян Вэньфэн, будущий CEO) после 8 лет разработки алгоритмических торговых систем решили основать свой фонд. К 2021 году они уже управляли активами в 15 миллиардов долларов и, что особенно важно для нашей истории, владели просто гигантской инфраструктурой.

Но! В 2022 году китайское правительство начинает активно прижимать ребят (честности ради, не только их) из-за высокочастотной торговли. В тот период в стране активно стали требовать, чтобы они открывали свои алгоритмы, а как понимаете, это привело к закрытию многих фондов. Но у тебя гигантская инфраструктура, по некоторым данным порядка 10 тыс. GPU разных поколений, накапливаемых за годы работы — что ты можешь сделать? Конечно же, LLM!

А если серьезно, то они собрали команду вчерашних выпускников лучших университетов Китая, которые попросту не знают, что возможно, а что еще нет, и идут просто делать.

Во-вторых, забудьте про корпоративную иерархию и бюрократию — хочешь доступ к суперкомпьютеру? Бери и пользуйся. Есть идея для проекта? Собирай команду и вперед.

И вот теперь давайте подумаем: что получается? У них есть мощнейшая инфраструктура, толковые ребята без страха экспериментировать и полная свобода действий. И вот тут начинает вырисовываться интересная перспектива...

Так и что в итоге? Создали модель умнее чем GPT-o1?

В этом и суть — не совсем. Есть принцип — 20% усилий дают 80% результата, и наоборот. Это часто упоминают и в коде — 80% времени продукта проходят в 20% кода, и здесь мы имеем ровно то же самое.

80% пользователей LLM используют лишь 20% его возможностей. Основные возможности O1 все так же не используются большинством пользователей. В итоге «рассуждения» нужны для многих исследовательских и сложных задач, но большинство пользователей все так же используют его в форме «реши мне домашку».

И почему это все важно? По заявлениям самих DeepSeek, они достигли практически паритета, что мы видим на схеме, но не то чтобы серьезного превосходства.

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Но, они тут немного лукавят касательно качества — DeepSeek как раз закрывают идеально требования основной аудитории пользователей, тех, кто в основном использует чтобы решать мимолетные вопросы, а вот в исследовательских задачах он уже начинает уступать, но, как? Как компания имеющая бюджет, специалистов да и опыта - смогла так резко догнать главного лидера рынка?

Дистилят

Да, вы не ослышались, дистилят.

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Ой, простите, не та картинка

В общем.

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Если совсем просто объяснить: берем большую, жирную модель и пытаемся впихнуть её знания в модель поменьше. Примерно как если бы вы пытались пересказать «Войну и мир» на десяти страницах, сохранив при этом все ключевые сюжетные линии. Но вопрос в процессе же, верно? И благо тут нам не нужны трубки и горелка.

Процесс выглядит примерно так: берем нашу «жирную» модель-учителя, даем ей кучу задач, записываем все ответы. Потом берем модель поменьше и говорим: «А ну-ка, дорогая, учись отвечать так же». И она учится! То есть фактически младшие модели учатся на данных, сгенерированных старшей! Да простят меня ML-щики, которые знали и знают про эту механику, лично меня это сильно удивило, когда я стал погружаться в механизмы обучения LLM-моделей.

Но к чему это я? Видите ли, ведь DeepSeek-r1 и так «старшая модель» в своем семействе, она-то получается обучалась как и ChatGPT с гигантскими маркировочными данными? Ну как сказать, не совсем :)

Еще летом, если верно помню, были интересные посты на тему, что OpenAI фиксировали какое-то гигантское число запросов. Так вот, это и была дистилляция, как в итоге уже выяснилось, что уже привело к блокировке в некоторых странах приложения DeepSeek.

Сегодняшняя ночь — переломный момент для мира технологий. «Технологические медведи» вышли из спячки на этой неделе после того, как китайский стартап DeepSeek AI сделал предупредительный выстрел, поставив под сомнение всю историю технологической AI-революции: «Если DeepSeek смог построить эту модель за 6 миллионов долларов, то зачем Big Tech тратит более 400 миллиардов долларов капитальных затрат в этом году?»

Вся суть в том, что модель DeepSeek-r1 - это дистиллят от ChatGPT, и вот тут уже все раскрывается подробно. Современные модели можно разрабатывать и генерировать на основе данных, сгенерированных другой моделью! То есть как минимум у нас исчезает целый гигантский раздел расходов.

А теперь давайте подумаем: помните те колоссальные затраты на разметку данных, про которые мы говорили ранее? Те самые аутсорс-команды из Африки? Получается, что теперь можно просто взять существующую модель, дать ей набор задач, собрать ответы — и использовать их для обучения новой модели! И вот уже сотни миллионов долларов на разметку данных превращаются... ну, скажем так, в значительно более скромную сумму на вычислительные мощности.

Ирония в том, что OpenAI обвиняли все это время ровно в том, в чем они обвиняют сейчас — в плагиате

И вот теперь самый важный момент — они сделали всё open source. Буквально всё: и саму модель, и механику обучения, и все идеи опубликовали на своей странице Hugging Face. То есть любой желающий может не просто посмотреть, а взять и использовать. Никаких черных ящиков, никаких секретов — всё как на ладони.

А знаете, что самое интересное в этой ситуации? Пока гиганты вроде OpenAI и Anthropic строят железные занавесы вокруг своих технологий, условный DeepSeek говорит: «Ребята, вот вам код, вот механика, делайте что хотите». И это не просто жест доброй воли — это может стать настоящим переломным моментом в развитии AI.

Представляете, что будет дальше? Сотни команд по всему миру получили доступ не просто к результату, а к полному рецепту приготовления современной LLM. И ведь каждая из этих команд может внести свои улучшения, найти новые подходы.

Так к чему это все?

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Итак, давайте разберем ситуацию без лишних эмоций. Да, ребята из DeepSeek совершили впечатляющий прорыв: реализовали опцию «рассуждение», обучили серьезную модель и сделали её open source. Это действительно круто!

Но рынки, как это часто бывает, среагировали на новости излишне эмоционально. Паника и обвал акций технологических компаний произошли во многом из-за неправильной интерпретации данных. Те самые «6 миллионов долларов» — это лишь верхушка айсберга, финальный этап дообучения. В эту сумму не входят:

  • Стоимость существующей инфраструктуры

  • Годы предварительных разработок

  • Затраты на команду и исследования

  • И много чего еще, о чем мы даже не знаем

Что касается производительности — давайте будем объективны. DeepSeek не «порвал всех в клочья». В разных бенчмарках результаты разные: где-то модель показывает отличные результаты, а где-то уступает тому же GPT-4o и Gemini-2. Даже в собственных тестах авторов видно, что в ряде задач модель проигрывает GPT-4o от мая 2024 года.

Да, команда DeepSeek проделала колоссальную работу. Да, им удалось сделать это значительно дешевле, чем традиционным путем. Но обвал акций технологических гигантов на десятки процентов? Давайте будем честны — это явный перебор.

Возможно, главный урок здесь не в том, что «можно сделать AI за копейки», а в том, что появляются новые, более эффективные подходы к разработке LLM. И это действительно может изменить расстановку сил на рынке — но не так радикально и не так быстро, как показалось в первый момент.


Конечно же буду рад порекламить канал свой, я там как раз показал один из двух простых способов запустить llm локально (второй с ollama)

Источник

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  • 17.10.25 21:42 marcushenderson624

    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

  • 17.10.25 21:42 marcushenderson624

    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

  • 17.10.25 21:42 marcushenderson624

    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

  • 21.10.25 08:39 debby131

    Given how swiftly the cryptocurrency market moves, losing USDT may be a terrifying and upsetting experience. Whether you experienced a technical problem, a transaction error, or were the victim of fraud, it is important to understand the potential recovery routes. Marie can assist you in determining the specific actions you can take to attempt to regain your lost USDT when you need guidance and clarification. You can reach her via email at [email protected] and WhatsApp at +1 7127594675.

  • 21.10.25 11:45 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

  • 21.10.25 11:45 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

  • 22.10.25 04:48 MATT PHILLIP

    I never imagined I’d fall for a crypto romance scam but it happened. Over the course of a few months, I sent nearly $150,000 worth of Bitcoin to someone I genuinely believed I was building a future with. When they disappeared without a trace, I was left heartbroken, humiliated, and financially devastated. For a long time, I didn’t tell anyone. I felt ashamed. But eventually, while searching for answers, I came across a Reddit thread that mentioned Agent Jasmine Lopez. I reached out, not expecting much. To my surprise, she treated me with kindness, not judgment. She used advanced tools like blockchain forensics, IP tracing, and smart contract analysis and with persistence and legal support, she was able to recover nearly 85% of what I lost. I know not everyone gets that kind of outcome, but thanks to [email protected] WhatsApp at +44 736-644-5035, I’ve started to reclaim not just my assets, but my confidence and peace of mind. If you’re going through something similar, you’re not alone and there is hope.

  • 22.10.25 07:36 donnacollier

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  • 22.10.25 11:59 elizabethrush89

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  • 22.10.25 11:59 elizabethrush89

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  • 22.10.25 16:31 MATT PHILLIP

    I never imagined I’d fall for a crypto romance scam but it happened. Over the course of a few months, I sent nearly $150,000 worth of Bitcoin to someone I genuinely believed I was building a future with. When they disappeared without a trace, I was left heartbroken, humiliated, and financially devastated. For a long time, I didn’t tell anyone. I felt ashamed. But eventually, while searching for answers, I came across a Reddit thread that mentioned Agent Jasmine Lopez. I reached out, not expecting much. To my surprise, she treated me with kindness, not judgment. She used advanced tools like blockchain forensics, IP tracing, and smart contract analysis and with persistence and legal support, she was able to recover nearly 85% of what I lost. I know not everyone gets that kind of outcome, but thanks to [email protected] WhatsApp at +44 736-644-5035, I’ve started to reclaim not just my assets, but my confidence and peace of mind. If you’re going through something similar, you’re not alone and there is hope.

  • 23.10.25 01:52 marcushenderson624

    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

  • 23.10.25 01:52 marcushenderson624

    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

  • 23.10.25 15:47 MATT PHILLIP

    I never imagined I’d fall for a crypto romance scam but it happened. Over the course of a few months, I sent nearly $150,000 worth of Bitcoin to someone I genuinely believed I was building a future with. When they disappeared without a trace, I was left heartbroken, humiliated, and financially devastated. For a long time, I didn’t tell anyone. I felt ashamed. But eventually, while searching for answers, I came across a Reddit thread that mentioned Agent Jasmine Lopez. I reached out, not expecting much. To my surprise, she treated me with kindness, not judgment. She used advanced tools like blockchain forensics, IP tracing, and smart contract analysis and with persistence and legal support, she was able to recover nearly 85% of what I lost. I know not everyone gets that kind of outcome, but thanks to [email protected] WhatsApp at +44 736-644-5035, I’ve started to reclaim not just my assets, but my confidence and peace of mind. If you’re going through something similar, you’re not alone and there is hope.

  • 23.10.25 21:43 patricialovick86

    How To Recover Your Bitcoin Without Falling Victim To Scams: A  Testimony Experience With Capital Crypto Recover Services, Contact Telegram: @Capitalcryptorecover Dear Everyone, I would like to take a moment to share my positive experience with Capital Crypto Recover Services. Initially, I was unsure if it would be possible to recover my stolen bitcoins. However, with their expertise and professionalism, I was able to fully recover my funds. Unfortunately, many individuals fall victim to scams in the cryptocurrency space, especially those involving fraudulent investment platforms. However, I advise caution, as not all recovery services are legitimate. I personally lost $273,000 worth of Bitcoin from my Binance account due to a deceptive platform. If you have suffered a similar loss, you may be considering crypto recovery, The Capital Crypto Recover is the most knowledgeable and effective Capital Crypto Recovery Services assisted me in recovering my stolen funds within 24 hours, after getting access to my wallet. Their service was not only prompt but also highly professional and effective, and many recovery services may not be trustworthy. Therefore, I highly recommend Capital Crypto Recover to you. i do always research and see reviews about their service, For assistance finding your misplaced cryptocurrency, get in touch with them, They do their jobs quickly and excellently, Stay safe and vigilant in the crypto world. Contact: [email protected]  You can reach them via email at [email protected] OR Call/Text Number +1 (336)390-6684 his contact website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 23.10.25 21:43 patricialovick86

    How To Recover Your Bitcoin Without Falling Victim To Scams: A  Testimony Experience With Capital Crypto Recover Services, Contact Telegram: @Capitalcryptorecover Dear Everyone, I would like to take a moment to share my positive experience with Capital Crypto Recover Services. Initially, I was unsure if it would be possible to recover my stolen bitcoins. However, with their expertise and professionalism, I was able to fully recover my funds. Unfortunately, many individuals fall victim to scams in the cryptocurrency space, especially those involving fraudulent investment platforms. However, I advise caution, as not all recovery services are legitimate. I personally lost $273,000 worth of Bitcoin from my Binance account due to a deceptive platform. If you have suffered a similar loss, you may be considering crypto recovery, The Capital Crypto Recover is the most knowledgeable and effective Capital Crypto Recovery Services assisted me in recovering my stolen funds within 24 hours, after getting access to my wallet. Their service was not only prompt but also highly professional and effective, and many recovery services may not be trustworthy. Therefore, I highly recommend Capital Crypto Recover to you. i do always research and see reviews about their service, For assistance finding your misplaced cryptocurrency, get in touch with them, They do their jobs quickly and excellently, Stay safe and vigilant in the crypto world. Contact: [email protected]  You can reach them via email at [email protected] OR Call/Text Number +1 (336)390-6684 his contact website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 24.10.25 06:08 MATT PHILLIP

    I never imagined I’d fall for a crypto romance scam but it happened. Over the course of a few months, I sent nearly $150,000 worth of Bitcoin to someone I genuinely believed I was building a future with. When they disappeared without a trace, I was left heartbroken, humiliated, and financially devastated. For a long time, I didn’t tell anyone. I felt ashamed. But eventually, while searching for answers, I came across a Reddit thread that mentioned Agent Jasmine Lopez. I reached out, not expecting much. To my surprise, she treated me with kindness, not judgment. She used advanced tools like blockchain forensics, IP tracing, and smart contract analysis and with persistence and legal support, she was able to recover nearly 85% of what I lost. I know not everyone gets that kind of outcome, but thanks to [email protected] WhatsApp at +44 736-644-5035, I’ve started to reclaim not just my assets, but my confidence and peace of mind. If you’re going through something similar, you’re not alone and there is hope.

  • 24.10.25 06:40 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

  • 24.10.25 06:40 elizabethrush89

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  • 24.10.25 06:54 MATT PHILLIP

    I never imagined I’d fall for a crypto romance scam but it happened. Over the course of a few months, I sent nearly $150,000 worth of Bitcoin to someone I genuinely believed I was building a future with. When they disappeared without a trace, I was left heartbroken, humiliated, and financially devastated. For a long time, I didn’t tell anyone. I felt ashamed. But eventually, while searching for answers, I came across a Reddit thread that mentioned Agent Jasmine Lopez. I reached out, not expecting much. To my surprise, she treated me with kindness, not judgment. She used advanced tools like blockchain forensics, IP tracing, and smart contract analysis and with persistence and legal support, she was able to recover nearly 85% of what I lost. I know not everyone gets that kind of outcome, but thanks to [email protected] WhatsApp at +44 736-644-5035, I’ve started to reclaim not just my assets, but my confidence and peace of mind. If you’re going through something similar, you’re not alone and there is hope.

  • 24.10.25 18:18 patricialovick86

    How To Recover Your Bitcoin Without Falling Victim To Scams: A  Testimony Experience With Capital Crypto Recover Services, Contact Telegram: @Capitalcryptorecover Dear Everyone, I would like to take a moment to share my positive experience with Capital Crypto Recover Services. Initially, I was unsure if it would be possible to recover my stolen bitcoins. However, with their expertise and professionalism, I was able to fully recover my funds. Unfortunately, many individuals fall victim to scams in the cryptocurrency space, especially those involving fraudulent investment platforms. However, I advise caution, as not all recovery services are legitimate. I personally lost $273,000 worth of Bitcoin from my Binance account due to a deceptive platform. If you have suffered a similar loss, you may be considering crypto recovery, The Capital Crypto Recover is the most knowledgeable and effective Capital Crypto Recovery Services assisted me in recovering my stolen funds within 24 hours, after getting access to my wallet. Their service was not only prompt but also highly professional and effective, and many recovery services may not be trustworthy. Therefore, I highly recommend Capital Crypto Recover to you. i do always research and see reviews about their service, For assistance finding your misplaced cryptocurrency, get in touch with them, They do their jobs quickly and excellently, Stay safe and vigilant in the crypto world. Contact: [email protected]  You can reach them via email at [email protected] OR Call/Text Number +1 (336)390-6684 his contact website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 24.10.25 18:18 patricialovick86

    How To Recover Your Bitcoin Without Falling Victim To Scams: A  Testimony Experience With Capital Crypto Recover Services, Contact Telegram: @Capitalcryptorecover Dear Everyone, I would like to take a moment to share my positive experience with Capital Crypto Recover Services. Initially, I was unsure if it would be possible to recover my stolen bitcoins. However, with their expertise and professionalism, I was able to fully recover my funds. Unfortunately, many individuals fall victim to scams in the cryptocurrency space, especially those involving fraudulent investment platforms. However, I advise caution, as not all recovery services are legitimate. I personally lost $273,000 worth of Bitcoin from my Binance account due to a deceptive platform. If you have suffered a similar loss, you may be considering crypto recovery, The Capital Crypto Recover is the most knowledgeable and effective Capital Crypto Recovery Services assisted me in recovering my stolen funds within 24 hours, after getting access to my wallet. Their service was not only prompt but also highly professional and effective, and many recovery services may not be trustworthy. Therefore, I highly recommend Capital Crypto Recover to you. i do always research and see reviews about their service, For assistance finding your misplaced cryptocurrency, get in touch with them, They do their jobs quickly and excellently, Stay safe and vigilant in the crypto world. Contact: [email protected]  You can reach them via email at [email protected] OR Call/Text Number +1 (336)390-6684 his contact website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 25.10.25 00:49 tyleradams

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  • 25.10.25 00:50 stevekalfman

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  • 25.10.25 05:05 victoriabenny463

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  • 25.10.25 10:13 wendytaylor015

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  • 25.10.25 10:13 wendytaylor015

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  • 26.10.25 01:03 Christopherbelle

    A terrible financial shock hit me hard. I lost $860,000 in a fake crypto scheme. Things looked good until I tried to cash out my earnings. Suddenly, my account vanished into thin air. I told the police many times, but help never showed up. Despair washed over me; I felt totally beaten. Then, I found Sylvester Bryant Intelligence. Right away, they were skilled and honest about the whole thing. They looked deep into my situation. They tracked where the stolen funds went. They fought hard for me every step of the way. To my great surprise, they got my money back. I thought that was impossible. I owe them so much for their hard work and truthfulness. Sylvester Bryant Intelligence restored my peace. If scams took your crypto, contact them now. Contact Info: Yt7cracker@gmail . com WhatsApp: ‪+1 512 577 7957. or +44 7428 662701.

  • 26.10.25 18:09 victoriabenny463

    A few months ago, I fell for what looked like a legitimate online trading platform. The website was sleek, the support team was responsive, and they even showed me fake profit charts that seemed to grow daily. I started small, and after a few test withdrawals worked, I invested more eventually depositing 2 Bitcoin in hopes of long-term returns. But one morning, when I tried to withdraw, everything changed. The platform suddenly locked my account, claiming there were additional fees to release my funds. The support chat stopped responding, and the website started giving error messages. That’s when I realized I’d been scammed. I was devastated. Two Bitcoins wasn’t pocket change, it was my savings. I filed reports online, but everyone told me it was impossible to recover crypto once it’s sent. Then, through a discussion forum, I came across Dexdert Net Recovery, a team specializing in tracing and recovering stolen digital assets. Skeptical but desperate, I reached out. Their response was immediate and professional. They asked for transaction IDs, wallet addresses, screenshots of my correspondence with the fake platform, and any proof of payment I had. Within days, their analysts traced the stolen Bitcoin through multiple wallets using blockchain forensics, They updated me step-by-step, Working with their recovery experts and blockchain partners, Dexdert Net Recovery successfully froze the funds and verified ownership of my wallet. After 2 days of persistence and verification, I finally saw my 2 Bitcoin restored back into my own wallet. I couldn’t believe it. What stood out most wasn’t just that they recovered my funds, but how transparent and supportive the Dexdert team was throughout the process. They educated me on crypto safety, how to spot fake trading sites, and how to secure my digital assets in the future. Dexdert Net Recovery truly lives up to its name. They gave me back not just my Bitcoin, but my peace of mind. Reach Out Information Below Via: Email: ([email protected]) Telegram: (https://t.me/Dexdertprorecovery) WhatsApp: (+1 (859) 609‑4156)

  • 27.10.25 11:15 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

  • 27.10.25 11:15 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

  • 27.10.25 17:08 raymondgonzales

    Three Cheers for Wizard Hilton Cyber Tech, Bitcoin Savior Extraordinaire In the ever-evolving world of cryptocurrency, where volatility and uncertainty reign supreme, one individual has emerged as a beacon of hope and innovation - Wizard Hilton Cyber Tech, the self-proclaimed "Bitcoin Savior Extraordinaire." This enigmatic figure, with his uncanny ability to navigate the complexities of the digital asset landscape, has captivated the attention of crypto enthusiasts and skeptics alike. Wizard Hilton Cyber Tech journey began as a humble programmer, tinkering with the underlying blockchain technology that powers Bitcoin. But it was his visionary approach and unwavering commitment to the cryptocurrency's potential that propelled him into the limelight. Through a series of strategic investments, groundbreaking algorithmic trading strategies, and a knack for anticipating market shifts, Wizard Hilton Cyber Tech has managed to consistently outperform even the savviest of Wall Street traders. Wizard Hilton Cyber Tech ability to turn even the most tumultuous of Bitcoin price swings into opportunities for substantial gains has earned him the moniker "Wizard," a testament to his unparalleled mastery of the digital currency realm. But Wizard Hilton Cyber Tech impact extends far beyond personal wealth accumulation - Wizard Hilton Cyber Tech has tirelessly advocated for the widespread adoption of Bitcoin, working tirelessly to educate the public, lobby policymakers, and collaborate with industry leaders to overcome the barriers that have long hindered the cryptocurrency's mainstream acceptance. With infectious enthusiasm and boundless energy, Wizard Hilton Cyber Tech has become a true champion of the Bitcoin cause, inspiring a new generation of crypto enthusiasts to embrace the transformative power of this revolutionary technology. As the digital currency landscape continues to evolve, Wizard Hilton Cyber Tech name will undoubtedly be etched in the annals of cryptocurrency history as a visionary, a trailblazer, and, above all, the Bitcoin Savior Extraordinaire. To get your stolen bitcoin back, reach out to Wizard Hilton Cyber Tech via: Email : wizardhiltoncybertech ( @ ) gmail (. ) com WhatsApp number  +18737715701 Good Day.

  • 27.10.25 17:20 fatimanorth

    The Federal Trade Commission said that more than $1 billion had been lost to cryptocurrency scams in 2023. Victims frequently lose everything, including hope, trust, and wealth. When your hard-earned money disappears into digital shadows, you feel trapped. Nowadays, cryptocurrency frauds are very common. You can get help from recovery specialist Marie at [email protected] and via WhatsApp at +1 7127594675.

  • 28.10.25 00:55 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

  • 28.10.25 00:55 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

  • 29.10.25 03:43 Christopherbelle

    A sudden money crisis struck me. I dropped $82,000 to a phony crypto scam. All seemed fine until I went to pull out my gains. Then, i was unable to get back my hard earned money. I reported it to the police several times. No aid came my way. Deep sadness hit me; I felt crushed. That's when I learned about Sylvester Bryant Intelligence. They acted quick and fair from the start. They checked my case closely. They followed the path of my lost cash. They pushed strong for me at each turn. In shock, they brought my funds back. I had figured it could not happen. I thank them for their effort and honesty. Sylvester Bryant Intelligence gave me calm again. If a scam stole your crypto, reach out to them today. Contact Info: Yt7cracker@gmail . com WhatsApp: +1 512 577 7957 or +44 7428 662701.

  • 29.10.25 10:56 wendytaylor015

    My name is Wendy Taylor, I'm from Los Angeles, i want to announce to you Viewer how Capital Crypto Recover help me to restore my Lost Bitcoin, I invested with a Crypto broker without proper research to know what I was hoarding my hard-earned money into scammers, i lost access to my crypto wallet or had your funds stolen? Don’t worry Capital Crypto Recover is here to help you recover your cryptocurrency with cutting-edge technical expertise, With years of experience in the crypto world, Capital Crypto Recover employs the best latest tools and ethical hacking techniques to help you recover lost assets, unlock hacked accounts, Whether it’s a forgotten password, Capital Crypto Recover has the expertise to help you get your crypto back. a security company service that has a 100% success rate in the recovery of crypto assets, i lost wallet and hacked accounts. I provided them the information they requested and they began their investigation. To my surprise, Capital Crypto Recover was able to trace and recover my crypto assets successfully within 24hours. Thank you for your service in helping me recover my $647,734 worth of crypto funds and I highly recommend their recovery services, they are reliable and a trusted company to any individuals looking to recover lost money. Contact email [email protected] OR Telegram @Capitalcryptorecover Call/Text Number +1 (336)390-6684 his contact: [email protected] His website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 29.10.25 10:56 wendytaylor015

    My name is Wendy Taylor, I'm from Los Angeles, i want to announce to you Viewer how Capital Crypto Recover help me to restore my Lost Bitcoin, I invested with a Crypto broker without proper research to know what I was hoarding my hard-earned money into scammers, i lost access to my crypto wallet or had your funds stolen? Don’t worry Capital Crypto Recover is here to help you recover your cryptocurrency with cutting-edge technical expertise, With years of experience in the crypto world, Capital Crypto Recover employs the best latest tools and ethical hacking techniques to help you recover lost assets, unlock hacked accounts, Whether it’s a forgotten password, Capital Crypto Recover has the expertise to help you get your crypto back. a security company service that has a 100% success rate in the recovery of crypto assets, i lost wallet and hacked accounts. I provided them the information they requested and they began their investigation. To my surprise, Capital Crypto Recover was able to trace and recover my crypto assets successfully within 24hours. Thank you for your service in helping me recover my $647,734 worth of crypto funds and I highly recommend their recovery services, they are reliable and a trusted company to any individuals looking to recover lost money. Contact email [email protected] OR Telegram @Capitalcryptorecover Call/Text Number +1 (336)390-6684 his contact: [email protected] His website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 30.10.25 09:49 Christopherbelle

    I suffered a huge money blow when $80,000 slipped away in a bogus crypto plot. It all looked great at first. Then I went to pull out my gains, and poof—my account was gone. I kept telling the cops about it, but they did zip. I felt shattered and lost. That's when I stumbled on Sylvester Bryant Intelligence. Things turned around fast. Right away, they showed clear steps, sharp know-how, and real drive to fix it. They tracked my missing cash step by step and pushed hard till they got it back. I swear, I figured it was a lost cause. Their straight-up work and trust brought back my calm. If a scam stole your crypto, reach out to them now. yt7cracker@gmail . com | WhatsApp: +1 512 577 7957 or +44 7428 662701

  • 30.10.25 12:03 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

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