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Гибридный Claude 3.7 Sonnet, ребрендинг OpenAI: главные события февраля в сфере ИИ

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Марафон ИИ-гигантов постепенно превращается в настоящий спринт. Anthropic наконец-то проснулась от спячки и вернулась в строй, выпустив достойного конкурента для OpenAI и DeepSeek. Google также ворвался с целой пачкой свежих моделей Gemini 2.0. Ну и конечно же, релиз GPT-4.5 под конец месяца как вишенка на торте.

На фоне этой гонки вооружений особенно любопытно наблюдать за «побочными эффектами»: от сразу нескольких инструментов Deep Research до прорывных чипов из новых типов материалов.

Рассказываем, какими событиями был наполнен самый короткий месяц года. Спойлер: будет много интересного!

Оглавление

Новые модели

Новости от лидеров индустрии

Интересные открытия и анонсы

Новые инструменты

Исследования на почитать

Заключение

Новые модели

Anthropic: Claude 3.7 Sonnet и первый агент для кодинга

Claude с reasoning: думает столько, сколько вы захотите

Anthropic наконец-то порадовала обновлением флагманской модели. Claude 3.7 Sonnet стал первой гибридной reasoning-моделью на рынке: он может как выдавать мгновенные ответы, так и демонстрировать развернутый процесс размышлений. Причем в API можно точно указать, сколько токенов модель «потратит на раздумья» — удобно для оптимизации баланса между скоростью и качеством.

Главный фокус обновления — улучшенные возможности для разработки. На бенчмарке SWE Bench модель обходит o1, R1 и даже o3-mini high на 12–13 процентных пунктов. Особенно впечатляют результаты в реальных задачах: от работы со сложными кодовыми базами до создания веб-приложений с нуля. В тестировании Cursor отметил, что Claude стал лучшим в своем классе для реальных задач программирования, а Replit успешно использует модель для создания сложных веб-приложений и дашбордов.

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Anthropic сделала цепочки рассуждений модели полностью открытыми, хоть и отмечается, что в них отражается только 20–30% факторов, влияющих на итоговое решение. Также заметно улучшился элаймент: количество избыточных отказов (когда модель перестраховывается) снизилось с 23.8% до 12.5%, при этом уровень необходимой защиты остался прежним.

Приятный сюрприз — цены в API остались на уровне предыдущей версии: $3 за миллион входящих и $15 за миллион исходящих токенов. При этом модель доступна даже на бесплатном тарифе, правда, без режима расширенного мышления.

Claude Code: персональный ассистент для разработчиков

Вместе с обновленной моделью Anthropic выпустила Claude Code — инструмент для работы с кодом прямо из терминала. Агент умеет читать и редактировать файлы, запускать тесты, делать коммиты в GitHub и использовать командную строку. По результатам внутреннего тестирования, Claude Code способен выполнять задачи, обычно занимающие 45+ минут ручной работы, за один проход.

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В ближайшие недели команда обещает улучшить надежность инструментальных вызовов, добавить поддержку длительных команд и улучшить рендеринг в приложении. Пока инструмент доступен в режиме ограниченного превью, но его можно установить через Node Package Manager: 

npm install -g @anthropic-ai/claude-code
cd your-project-directory
$ claude

OpenAI: глубокие исследования и новая версия GPT

GPT-4.5: мощнее, умнее, человечнее

OpenAI буквально с ноги залетела в препоследний день февраля и анонсировала исследовательское превью GPT-4.5 — крупнейшей и самой совершенной модели компании на сегодняшний день. Главный фокус обновления — масштабирование предварительного обучения, позволившее улучшить распознавание паттернов и генерацию креативных идей без использования механизмов рассуждения.

По результатам тестирования, взаимодействие с GPT-4.5 стало заметно естественнее. Расширенная база знаний, улучшенное понимание намерений пользователя и повышенный «эмоциональный интеллект» делают модель особенно эффективной для работы с текстом, программирования и решения практических задач. На тесте SimpleQA модель показала точность 62.5% против 38.2% у GPT-4o, а уровень галлюцинаций снизился до 37.1%.

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Интересно, что OpenAI решила пойти другим путем, чем в случае с моделями o1 и o3-mini. Вместо обучения рассуждениям акцент сделан на масштабировании обучения без учителя (unsupervised learning) для улучшения общего понимания мира. Так сказать, не ризонингом единым. В будущем компания планирует объединить оба подхода.

Deep Research: автономный исследователь

OpenAI представила новый инструмент для Pro-подписчиков — Deep Research, способный проводить многоэтапные исследования с полным сохранением цепочки рассуждений. В отличие от обычного чат-бота, агент показывает процесс поиска информации в боковой панели, включая цитаты и объяснение, как он пришел к выводам.

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Система может работать с текстом, изображениями, PDF-файлами и таблицами, а время анализа варьируется от 5 до 30 минут. В будущем появится возможность генерировать графики и встраивать изображения прямо в ответы. На тесте Humanity's Last Exam модель достигла точности 26.6% — впечатляющий скачок по сравнению с 3.3% у GPT-4o.

Пока инструмент доступен только Pro-пользователям ($200/месяц) с лимитом в 100 запросов и 10 запросов Plus-пользователям ($20/месяц). Позже доступ откроют по API и даже юзерам без подписки (в планах 2 бесплатных запроса к инструменту) и увеличат лимиты, но постепенно — Deep Research требует серьезных вычислительных ресурсов.

Google: обновление линейки Gemini и новые специализированные модели

Семейство Gemini 2.0 расширяется

Google выкатил масштабное обновление линейки Gemini. Флагманский релиз — Gemini 2.0 Flash, доступный через API, Google AI Studio и Vertex AI. Модель отличается высокой скоростью работы и впечатляющим контекстным окном в 1 миллион токенов, оставаясь при этом самой доступной по цене в своей категории.

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Следом появилась облегченная версия Flash-Lite, которая превосходит по качеству предыдущую 1.5 Flash при той же стоимости. Для продвинутых пользователей доступна экспериментальная Gemini 2.0 Pro с контекстом до 2 миллионов токенов — она особенно хороша для работы с кодом и сложными промптами. В компании отмечают, что Pro-версия уже превзошла последние версии Claude и GPT-4 по ряду ключевых бенчмарков.

Параллельно Google интегрирует возможности Gemini в свои сервисы. В Meet появились «умные» заметки с автоматическим формированием списка следующих шагов на основе расшифровки звонка. А в мобильном приложении Gemini теперь доступна бесплатная версия 2.0 Flash Thinking Experimental, которая лидирует на бенчмарке LLMSYS.

Alpha Geometry 2: математический вундеркинд

Google представил вторую версию Alpha Geometry — нейро-символьной системы для решения геометрических задач. Новая версия справляется с 84% задач по геометрии с Международной Математической Олимпиады 2000–2024 годов, что на порядок превосходит результаты других моделей, включая o1. Система не только решает задачи, но и генерирует поясняющие чертежи к своим решениям.

Система состоит из трех компонентов: файнтюненной версии Gemini для анализа задач, символьного движка DDAR2 для строгих доказательств и оптимизированных деревьев поиска SKEST. Благодаря новому алгоритму скорость решения увеличилась в 300 раз по сравнению с прошлой версией.

В отличие от классических LLM, Alpha Geometry 2 не просто предлагает возможные решения, но и строго доказывает каждый шаг, что делает ее крутым инструментом для математиков и исследователей.

Veo 2: видеогенерация становится доступнее

Google объявил цены на использование Veo 2 — своей новой модели для генерации видео. Стоимость составит 50 центов за секунду готового видео ($30 за минуту). Для сравнения: производство «Мстителей: Финал» обошлось примерно в $32 000 за секунду экранного времени. Хотя Veo 2 пока не создает трехчасовые блокбастеры, модель уже способна генерировать ролики длительностью более двух минут.

xAI: Grok 3 с рассуждениями и собственный поисковый агент

Grok-3: новый претендент на корону

xAI представила Grok-3 — обновленную версию своего ИИ-ассистента, которая выходит сразу в двух вариантах. Младшая версия, Grok-3 mini, по показателям находится на уровне DeepSeek 3, GPT-4o и Gemini Pro. А вот полноразмерный Grok-3 установил новый рекорд на LMSYS, первым преодолев отметку в 1400 баллов и став лидером во всех категориях: от кодинга до сложных промптов.

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Хотя модель не является чисто reasoning-моделью, в ней появился режим рассуждений (пока в бете для полной версии) с двумя уровнями: Thinking и Thinking Hard. Интересный момент — xAI сделала процесс размышлений почти полностью прозрачным, добавив лишь «небольшую обфускацию». На сложных математических бенчмарках Math24 и Math25 в режиме Hard модель превосходит R1, o1 и даже o3-mini high.

За впечатляющими результатами стоит серьезное наращивание вычислительной мощности: для обучения Grok-3 использовали 200 000 GPU — в 10 раз больше, чем для предыдущей версии. И хотя эксперты вроде Гэри Маркуса сомневаются, что простое масштабирование продолжит давать такие результаты, прогресс xAI за два года существования впечатляет.

Конечно, на пьедестале продержался он недолго, но кто там сейчас задерживается дольше недели.

Deep (Re)Search: быстрый ответ OpenAI

Параллельно с новой моделью xAI запустила DeepSearch — встроенного агента для глубокого поиска, работающего аналогично Deep Research от OpenAI. Главное отличие — скорость: если инструмент OpenAI тратит на исследование до 30 минут, то агент xAI справляется примерно за минуту, при этом умея перепроверять источники и корректировать план поиска на ходу.

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В качестве неожиданного бонуса компания открыла бесплатный доступ к Grok-3 для всех желающих, правда, с оговоркой «пока серверы не упадут».

Microsoft: новые модели и прорыв в игровой индустрии

Phi-4 учится видеть и слышать

Microsoft решила не отставать от конкурентов и выложила в открытый доступ новое поколение своего семейства Phi. Главный сюрприз — Phi-4 научилась работать не только с текстом, но и с аудио и видео, причем делает это на уровне закрытых моделей от гигантов индустрии. На мультимодальных бенчмарках новинка обходит GPT-4o, Gemini-2.0 Flash и даже 1.5 Pro, став первой открытой моделью с таким уровнем понимания речи и распознавания символов (OCR).

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Обучение строилось так: сначала модель прошла предварительное обучение на текстовых данных, затем освоила мультимодальность через vision, audio и vision-speech, и наконец — научилась рассуждать благодаря Chain of Thought и обучению с подкреплением. Младшая версия, Phi-4-Mini с поддержкой рассуждений, не отстает от своих «старших братьев» и показывает результаты на уровне o1-mini и дистиллированных версий R1.

Magma: фундамент для мультимодальных агентов

Следом компания представила Magma — первую базовую модель для мультимодальных ИИ-агентов. В отличие от обычных vision-language моделей, Magma не только понимает визуальный контент, но и умеет планировать действия в реальном мире: от навигации по интерфейсам до управления роботами.

Наше внимание особенно привлекли две инновации в архитектуре: Set-of-Mark (SoM) для привязки действий к конкретным объектам в пространстве и Trace-of-Mark (ToM) для планирования последовательности действий. Благодаря этому Magma может определять кликабельные элементы интерфейса или планировать движения робота, превосходя специализированные решения в обеих областях. И что важно — модель делает это «с нуля», без дополнительной настройки под конкретные задачи.

Пример работы Trace-of-Mark (источник изображения)
Пример работы Trace-of-Mark (источник изображения)

Muse: ИИ добрался до Xbox

Microsoft и студия Ninja Theory создали Muse — первую генеративную модель, способную создавать игровой процесс на основе визуальных подсказок или действий игрока. Модель обучили на миллиарде пар «изображение-действие» из игры Bleeding Edge — это эквивалент семи лет человеческого геймплея.

Пример геймплея, сгенерированного Muse
Пример геймплея, сгенерированного Muse

Пока Muse работает в скромном разрешении 300×180 пикселей и 10 кадров в секунду, но Microsoft уже видит в ней большой потенциал. Например, модель можно использовать для сохранения классических игр без необходимости запускать оригинальный движок на старом железе. А разработчики смогут быстрее прототипировать новые игровые механики.

Perplexity: бесплатный конкурент Deep Research и «декоммунизация» R1

Perplexity вслед за OpenAI и Google выпустила собственную версию Deep Research. И если названием компания особо не заморачивалась, то к ценовой политике подошла куда креативнее: пять бесплатных запросов в день для всех пользователей и 500 запросов для подписчиков за $20. Для сравнения: OpenAI просит $200 за 100 запросов в месяц — в 150 раз меньше за в 10 раз большую цену.

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По скорости и качеству агент тоже не подкачал. На бенчмарке Humanity's Last Exam он набрал 21.1%, обойдя o1-mini high, R1 и o1 (хотя сравнение не совсем корректное — все-таки разные продукты). Большинство задач система выполняет за 3 минуты против 10–30 минут у конкурента от OpenAI.

В основе Deep Research от Perplexity лежит фреймворк test time compute (TTC), который имитирует человеческий процесс исследования: разбивает запрос на подзадачи, выполняет десятки поисковых запросов, оценивает сотни источников и синтезирует выводы через вероятностные модели рассуждений.

А чтобы пользователи не скучали, пока ждут результаты своих ресерчей, компания выпустила R1 1776 — «декоммунизированную» версию DeepSeek-R1. Модель прошла дополнительное обучение на 40 тысячах запросов по «чувствительным» темам, которые обычно блокируются китайской цензурой. При этом математические и reasoning-способности модели остались на прежнем уровне, а ответы стали более объективными и фактологически точными.

Hugging Face: маленькая модель, большой магазин и опенсорсный Deep Research

SmolLM2: размер не имеет значения

Hugging Face представила SmolLM2 — компактную языковую модель, которая несмотря на свои скромные размеры (1.7B параметров) обходит более крупных конкурентов вроде Qwen2.5-1.5B и Llama3.2-1B по многим показателям. Секрет успеха — тщательно подобранный датасет из 11 триллионов токенов и методичный подход к обучению с использованием специализированных наборов данных для математики и программирования.

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Команда также выпустила две еще более компактные версии на 360 и 135 миллионов параметров, которые показывают впечатляющие результаты для своего размера. И что особенно важно — компания придерживается полностью открытого подхода, делая доступными не только веса моделей, но и данные для обучения.

Deep Research: от идеи до реализации за сутки

Hugging Face не перестает удивлять скоростью разработки: всего через день после релиза Deep Research от OpenAI команда представила собственную опенсорсную версию инструмента. Главная инновация — замена стандартной JSON-структуры агента на кодовую базу: вместо обмена JSON-командами, LLM напрямую пишет и выполняет код с помощью встроенного веб-браузера и инструментов для работы с файлами.

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Такой подход оказался весьма эффективным: на бенчмарке GAIA агент достиг результата в 55% против 67% у оригинального Deep Research от OpenAI. Весь код проекта уже доступен на GitHub, а попробовать инструмент можно в онлайн-демо.

AI App Store: 400 тысяч приложений в одном месте

Параллельно Hugging Face запустила собственный магазин ИИ-приложений, в котором уже доступно более 400 тысяч различных инструментов. От транскрибации видео до анализа данных — теперь не нужно искать отдельные сервисы по всему интернету, все собрано в одном месте на huggingface.co/spaces.

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Особенность платформы в том, что это и не магазин вовсе: все приложения опенсорсные и бесплатные — можно использовать их прямо в браузере или скачать исходный код для собственных проектов. А разработчики могут добавлять свои инструменты, расширяя экосистему открытого ИИ.

Новости от лидеров индустрии

OpenAI: ребрендинг, рост и новая стратегия

Февраль стал месяцем больших перемен для OpenAI. Компания провела первый в своей истории ребрендинг, представив новый фирменный шрифт OpenAI Sans:

498f162ee4824d7c06233e025f80a7f6.png

Вдобавок к шрифту обновили еще и логотип:

Слева старое лого OpenAI, а справа — новое. Где-то сейчас улыбается один Герман Греф.
Слева старое лого OpenAI, а справа — новое. Где-то сейчас улыбается один Герман Греф.

Впрочем, одним ребрендингом дело не ограничилось — компания анонсировала радикальные изменения в стратегии развития продуктов. Сэм Альтман объявил о грядущем упрощении линейки моделей: GPT-4.5 станет последней классической моделью, а GPT-5 объединит различные подходы к рассуждениям в единую систему.

Что особенно важно — базовая версия GPT-5 будет доступна даже бесплатным пользователям. Это решение выглядит щедрым, но логичным на фоне растущей конкуренции со стороны DeepSeek и других компаний, выпускающих открытые модели.

Меняется и подход OpenAI к «безопасности» своих моделей. Новая политика обучения делает акцент на «интеллектуальной свободе» и нейтральности в спорных вопросах.

При этом компания уделяет особое внимание тестированию убедительности своих моделей — как выяснилось из системной карты o3-mini, для этого используется популярный сабреддит r/ChangeMyView. Последние версии моделей показывают уровень убедительности выше, чем у 80–90% людей.

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Громкие заявления от Илона Маска

Илон Маск преподнес рынку сразу два сюрприза в феврале. Первый — амбициозное предложение о покупке некоммерческого подразделения OpenAI за $97.4 миллиарда. Для этой цели он собрал внушительную коалицию инвесторов, включая свою компанию xAI, Valor Equity Partners и венчурную фирму Джо Лонсдейла 8VC.

Впрочем, предложение быстро было отозвано, как только стало ясно, что совет директоров OpenAI не откажется от планов преобразования в коммерческую структуру. Сэм Альтман отреагировал в своем стиле, написав в X: «Нет, спасибо, но мы готовы купить Twitter за $9.74 миллиарда, если хотите».

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Второй сюрприз оказался более серьезным. После девяти лет уверений, что все автомобили Tesla имеют необходимое оборудование для полного автопилота, Маск признал ошибку. Машины с Hardware 3, выпущенные с 2019 по 2023 год, требуют обновления компьютера для поддержки беспилотного вождения. «Это будет болезненно и сложно, но мы это сделаем», — заявил он на конференц-колле. Особенно показательно это признание на фоне того, что еще в 2016 году Маск обвинял СМИ в «убийственной» критике автопилота Tesla, а теперь сам подтверждает наличие ошибок в оценке возможностей системы.

DeepSeek: пять дней опенсорса

Команда DeepSeek устроила настоящий праздник для разработчиков и выложила в открытый доступ пять ключевых репозиториев из своей внутренней экосистемы. Рассказываем, что было представлено:

День 1: Представлен проект FlashMLA — оптимизированные GPU-ядра для multi latent attention. Решение поддерживает bfloat16 и работает со всей линейкой Hopper (H100, H800), позволяя существенно сократить потребление памяти в трансформерах.

День 2: Выпущена библиотека DeepEP для работы с Mixture of Experts (MoE). Главная фишка — оптимизированный обмен данными между GPU с поддержкой FP8 и hook-based overlapping, позволяющий выполнять передачу данных параллельно с вычислениями.

День 3: Релиз DeepGEMM — библиотеки для ускорения умножения матриц. Компактное решение (всего 300 строк кода) с JIT-компиляцией и двухуровневым накоплением показывает ускорение от 1.1x до 2.7x по сравнению с популярными альтернативами.

День 4: Представлена библиотека DualPipe для эффективной параллелизации. Инструмент минимизирует простои оборудования, позволяет выполнять прямой и обратный проход одновременно и оптимизирует использование памяти благодаря симметричному распределению микробатчей.

День 5: Представлена файловая система 3FS (Fire-Flyer File System) для оптимизации работы с данными в ML-системах. С помощью умной параллельной сортировки, цепочной репликации и параллельного чекпоинтинга система достигает пропускной способности 6.6 ТиБ/с на 180 узлах.

Бонусный день: DeepSeek раскрыла детали онлайн-инференса моделей V3/R1. Процесс разделен на Prefilling (параллельное формирование эмбеддингов) и Decoding (генерация токенов). Особенность архитектуры — пул из 256 экспертов на каждом слое модели, из которых активируются только 8, что обеспечивает эффективную балансировку нагрузки и отказоустойчивость. В сочетании с DualPipe это позволяет оптимизировать обмен данными между процессорами и экспертами MoE.

Meta: ИИ-ассистент получил доступ к данным пользователей

Meta объявила о значительном обновлении своего ИИ-ассистента. Теперь Meta AI может использовать информацию из Facebook, Instagram и других приложений компании для персонализации ответов. Например, если в профиле Facebook указан домашний адрес или недавно просматривались определенные видео в Instagram, ассистент будет учитывать эти данные при формировании рекомендаций.

Помимо этого, появилась функция «памяти» — бот может запоминать важные детали из разговоров, такие как предпочтения в еде или увлечения. Как объяснил Марк Цукерберг: «Когда я прошу Meta AI придумать сказку на ночь, он помнит, что мои дочери обожают русалок».

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Обновление уже доступно пользователям в США и Канаде, причем отключить использование персональных данных нельзя. Учитывая неоднозначное отношение публики к тому, как Meta обращается с пользовательскими данными, особенно в Facebook, такое решение может вызвать очередную волну дискуссий о приватности.

Мира Мурати запускает Thinking Machines Lab

Бывший технический директор OpenAI Мира Мурати наконец-то раскрыла карты: она создает новый ИИ-стартап Thinking Machines Lab, и у него уже появился лендинг. К проекту уже присоединились другие выходцы из OpenAI — сооснователь компании Джон Шульман в роли главного научного сотрудника и экс-директор по исследованиям Баррет Зоф в должности CTO.

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Команда намерена создавать «более понятные, настраиваемые и универсальные» ИИ-системы, которые смогут адаптироваться под уникальные потребности пользователей. Особый акцент делается на мультимодальности и совместной работе с людьми. При этом компания обещает уделять серьезное внимание безопасности ИИ: предотвращать неправильное использование моделей и делиться лучшими практиками с индустрией.

В штате Thinking Machines Lab уже 29 сотрудников из OpenAI, Character AI и Google DeepMind, и компания продолжает активно нанимать специалистов по машинному обучению. По слухам, Мурати ведет переговоры о привлечении более $100 миллионов венчурного финансирования, хотя официально эта информация пока не подтверждена.

Интересные открытия и анонсы

Как общаться с reasoning-моделями: гайд от OpenAI

OpenAI решила поделиться мудростью и выпустила подробный гайд по работе с reasoning-моделями. Оказывается, эти модели — не просто улучшенная версия GPT, а совершенно отдельный инструмент, который особенно хорош для решения неоднозначных, многошаговых задач в математике, инженерии и финансах.

Главный сюрприз — многие привычные приемы промптинга здесь не работают или даже вредят. Забудьте про «думай шаг за шагом» и «сделай глубокий вдох» — reasoning-моделям нужны четкие инструкции, хорошо структурированный текст с разделителями и маркдауном, а примеры лучше добавлять только при необходимости. И если модель не справилась с первого раза, можно попросить ее «подумать еще» — никакой магии, только четкость и структура.

Влияют ли интернет и ИИ на нашу память?

Исследователи из разных университетов изучили, как интернет и ИИ влияют на нашу память. Распространенное мнение о том, что технологии разрушают память, оказалось не совсем верным. Хотя некоторые исследования показывают, что использование GPS ухудшает способность запоминать маршруты, а поиск в Google создает завышенную оценку собственных знаний, убедительных доказательств общего ухудшения памяти нет.«внешней памяти». Люди все чаще прибегают к «когнитивной разгрузке», перекладывая задачи запоминания на устройства. И это не обязательно плохо: освобождая мозг от рутинной информации, мы получаем больше ресурсов для других задач.

Но с появлением генеративного ИИ ситуация может измениться более радикально. В отличие от обычных заметок или фотографий, чат-боты генерируют новый контент и могут галлюцинировать, создавая ложные воспоминания. Как отмечают исследователи, они только начинают изучать эти эффекты, а технологии развиваются быстрее, чем наше понимание их влияния.

Microsoft создает квантовый чип на основе топопроводников

Microsoft представила прорывную технологию, которая может приблизить эру квантовых компьютеров. Компания разработала первый в мире топопроводник — революционный материал, который может стать для квантовых вычислений тем же, чем полупроводники Фарадея стали для классической электроники в 1833 году. На его основе создан чип Majorana 1, названный в честь особого типа частиц, которые раньше никогда не удавалось обнаружить или создать.

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Главное преимущество новой технологии — решение двух ключевых проблем квантовых вычислений: масштабируемости и ошибок. Обычно увеличение числа кубитов ведет к экспоненциальному росту ошибок, но топопроводники позволяют масштабировать систему до миллионов кубитов без потери надежности. При этом вся система умещается на чипе размером меньше ладони.

Разработка заняла у ученых Microsoft 20 лет, но результат того стоил: агентство DARPA уже выбрало технологию как один из двух перспективных путей к созданию промышленного квантового компьютера к 2033 году.

Индийский стартап создал ИИ для слежки за сотрудниками — и вызвал скандал

Студенты из Университета Дьюка Виван Байд и Кушал Мохта создали стартап Optifye.ai — систему контроля работников в режиме реального времени с помощью ИИ. Программа использует компьютерное зрение для оценки продуктивности каждого сотрудника на производственной линии и, по заявлениям разработчиков, может повысить эффективность до 30%.

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Однако промо-ролик, в котором основатели показали возможности системы на примере швейной фабрики, вызвал шквал критики. Пользователи назвали разработку «ИИ-платформой для оптимизации потогонных производств», а венчурный фонд Y Combinator, профинансировавший проект, поспешил удалить посты с поздравлениями стартапу.

Любопытно, что это не единичный случай: по данным TechCrunch, инвесторы продолжают вкладываться в подобные разработки. При этом более половины американцев выступают против использования ИИ для слежки за сотрудниками.

Не отправляйте Operator за яйцами

Джеффри Фаулер из The Washington Post провел эксперимент с новым ИИ-агентом Operator от OpenAI, который умеет самостоятельно выполнять задачи в реальном мире через веб-браузер. Агент успешно справился с бронированием ресторана и даже помог разобраться со счетом за интернет, но затем случился конфуз: получив задание найти самые дешевые яйца с доставкой, ИИ сломался о финансовую грамотность и оформил заказ на $31.43, включая все сборы и чаевые.

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OpenAI признала, что это сбой в системе безопасности — Operator должен запрашивать подтверждение перед любыми «значимыми» действиями вроде покупок или отправки email. Хотя дорогие яйца — не самая страшная ошибка, случай поднимает серьезный вопрос: что будет, когда ИИ-агенты получат доступ к более критичным системам вроде рабочей почты, умного дома или автомобиля? Как отмечает журналист, это первый раз, когда компьютер самовольно принял решение, стоившее реальных денег, но явно не последний.

Модель уровня o1 за $50: что на самом деле стоит за громким заголовком

Исследователи из Стэнфорда и Университета Вашингтона создали ИИ-модель s1, которая показывает результаты на уровне OpenAI o1 и DeepSeek R1 в задачах математики и программирования. Новость о том, что на обучение потратили всего $50, взорвала соцсети, но реальность оказалась сложнее.

На самом деле исследователи не обучали модель с нуля, а использовали уже готовую Qwen2.5-32B-Instruct, дообучив ее на тысяче тщательно отобранных примеров с разметкой от Gemini Flash Thinking. Процесс занял 26 минут на 16 GPU H100 — отсюда и скромная сумма в $50 за аренду оборудования. Ключевым стало не само обучение, а инновационный подход к тестовой оптимизации Budget Forcing: исследователи научились управлять «размышлениями» модели, принудительно ограничивая или продлевая их добавлением слова «wait».

Budget Forcing в s1-32B на примере задачи с подсчетом r в raspberry: модель пытается остановиться после «...равно 2», но стоп-токен конца размышления подавляется, а вместо этого добавляется «подожди, подумай еще», после которого нейросеть корректирует ответ.
Budget Forcing в s1-32B на примере задачи с подсчетом r в raspberry: модель пытается остановиться после «...равно 2», но стоп-токен конца размышления подавляется, а вместо этого добавляется «подожди, подумай еще», после которого нейросеть корректирует ответ.

Хотя результат действительно впечатляет, он был бы невозможен без использования дорогих предобученных моделей. Значимость работы скорее в том, что она показывает путь к созданию доступных открытых моделей, а не к радикальному снижению стоимости их разработки.

Spotify и ElevenLabs научат книги говорить

Похоже, скоро на Spotify станет гораздо больше аудиокниг с ИИ-озвучкой. Стриминговый гигант объединился с ElevenLabs — одним из лидеров в области синтеза речи. И хотя платформа и раньше принимала книги с цифровой озвучкой через сервис Findaway Voices, именно этот альянс может стать поворотным моментом для индустрии.

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ElevenLabs уже умеет говорить на 29 языках разными голосами, но есть нюанс — бесплатная версия позволяет сгенерировать всего 10 минут аудио в месяц. Для создания полноценной аудиокниги придется раскошелиться на Pro-подписку за $99, которая дает 500 минут генерации. В Spotify обещают честно помечать такие книги как озвученные «цифровым голосом» и подчеркивают, что по-прежнему верят в магию человеческой начитки. Но компания видит в ИИ шанс для небольших авторов попасть на полку аудиокниг, а еще возможность вдохнуть новую жизнь в забытые произведения прошлого.

Google и Kaggle снова запускают бесплатный интенсив по генеративному ИИ

Google опять радует начинающих разработчиков: с 31 марта по 4 апреля пройдет бесплатный недельный курс по генеративным моделям. В программе все самое вкусное: от базовых архитектур глубокого обучения до устройства LLM, работы с векторными базами данных и основ MLOps. Курс готовили ML-исследователи и инженеры из Google.

Формат максимально практичный: ежедневные онлайн-лекции, домашние задания и живые обсуждения в Discord. А в финале участников ждет соревновательный проект с возможностью получить заветную медаль Kaggle. Для регистрации нужен только аккаунт Google — никаких других требований или оплаты. Записываемся тут.

Новые инструменты

Для работы с данными

  • Mathesar: интуитивный интерфейс для работы с Postgres в стиле электронных таблиц. Опенсорсный инструмент для пользователей любого уровня.

  • Datadex: открытая платформа для совместной работы с Open Data, объединяющая существующие инструменты в единую экосистему.

  • SQLite Page Explorer: визуальный инструмент для постраничного исследования SQLite-баз. Показывает структуру хранения данных на диске.

  • MegaParse: универсальный парсер файлов для LLM, оптимизированный для работы с PDF, Docx и PPTx без потери данных.

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  • Validoopsie: простая Python-библиотека для валидации данных.

  • Kreuzberg: библиотека для извлечения текста из PDF, изображений и офисных документов.

  • tmap: R-пакет для создания тематических карт с синтаксисом в стиле ggplot2.

  • tinyplot: легковесный R-пакет для создания сложных и красивых графиков с простым синтаксисом.

  • exactplot: R-пакет для создания научных графиков с точным контролем над внешним видом.

  • Air: сверхбыстрый форматтер для R.

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Разработка и продуктивность

  • Softr: платформа для создания мощных бизнес-приложений без кода (CRM, клиентские порталы).

  • Preswald: легкий инструмент для создания интерактивных дата-приложений на Python.

  • Scripton: Python IDE со встроенной визуализацией в реальном времени.

  • Tana: приложение для заметок с возможностями управления проектами и календарем.

  • github-backup: инструмент для резервного копирования GitHub-организаций, репозиториев или аккаунтов.

  • OCRmyPDF: добавляет слой OCR-текста к отсканированным PDF для возможности поиска.

  • Toolfinder: поиск программного обеспечения и интеграций с помощью естественного языка.

Другие инструменты

  • GPT Researcher: автономный агент для комплексного поиска в интернете и локальных источниках.

  • AI Hub: маркетплейс от Lightning AI для моделей и приложений искусственного интеллекта.

(Источник изображения)

  • Concierge: интеграция с популярными приложениями (Jira, Slack, Notion) через естественный язык.

  • Phedra X: Chrome-расширение для мгновенного редактирования изображений с помощью ИИ.

Исследования на почитать

Сквозь сложность: как data science помогает политикам понимать мир

О чем: Артур Туррелл исследует, как наука о данных может помочь политикам преодолеть сложность принятия решений и улучшить качество государственных услуг.

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Искусственный интеллект: исследовательские тренды и взгляд в будущее

О чем: обзор исследовательских трендов и будущих направлений развития ИИ в сфере гостеприимства и туризма.

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Укрепляя защиту: исследование методов тестирования генеративных моделей

О чем: масштабный обзор более 120 работ по red teaming генеративных моделей с новой таксономией стратегий атак и фреймворком «searcher» для автоматизации тестирования.

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Иллюстрация стратегий защиты, реализуемых на разных этапах жизненного цикла языковой модели. Защита во время обучения включает такие методы, как RLHF и тонкая настройка; защита во время вывода использует системные подсказки, фильтрацию небезопасного содержимого и систему ограничений для направления поведения модели.
Иллюстрация стратегий защиты, реализуемых на разных этапах жизненного цикла языковой модели. Защита во время обучения включает такие методы, как RLHF и тонкая настройка; защита во время вывода использует системные подсказки, фильтрацию небезопасного содержимого и систему ограничений для направления поведения модели.

Конституционные классификаторы: новый метод обучения языковых моделей

О чем: Anthropic представила новый метод защиты LLM, основанный на классификаторах, обученных на синтетических данных. В масштабном хакатоне с призом $15 тыс. никто не смог обойти защиту.

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Маммография и искусственный интеллект: комплексный обзор

О чем: систематический обзор 13 исследований показал, что ИИ-ассистенты в маммографии работают на уровне или лучше традиционной двойной проверки рентгенологами.

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Крупнейшая биологическая модель ИИ создает ДНК по запросу

О чем: создана крупнейшая биологическая модель, способная писать ДНК по запросу. Обучена на 128 000 геномах от людей до бактерий.

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Библиометрический анализ публикаций об ИИ в здравоохранении

О чем: библиометрический анализ публикаций об ИИ в медицине за последние 30 лет показывает эволюцию слияния медицины и искусственного интеллекта.

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Изображение из исследования: анализ сети совпадений в названиях статей об искусственном интеллекте в здравоохранении.
Изображение из исследования: анализ сети совпадений в названиях статей об искусственном интеллекте в здравоохранении.

Масштабирование вычислений без верификации: почему это неоптимально

О чем: Исследование показало преимущество методов на основе RL и поисковых алгоритмов при масштабировании вычислений во время тестирования.

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Игры со спецификацией в моделях рассуждения

О чем: демонстрация того, как reasoning-модели используют «игры со спецификацией» для решения сложных задач.

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SWE-Bench+: улучшенный набор тестов для оценки языковых моделей

О чем: SWE-Bench+ улучшает тестирование LLM в задачах программирования, устраняя утечки данных и слабые тест-кейсы.

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S: масштабирование во время тестирования для генерации кода

О чем: новый гибридный фреймворк масштабирования для улучшения генерации кода, сочетающий параллельное и последовательное масштабирование.

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Понимание интуитивной физики через самообучение на видео

О чем: исследование показало, что нейросети могут развить понимание интуитивной физики через самообучение на видео.

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SongGen: единый авторегрессивный трансформер для создания песен

О чем: SongGen представляет одноэтапный авторегрессивный трансформер для генерации песен, объединяющий вокал и аккомпанемент.

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От мозга к тексту: неинвазивный подход к чтению мыслей

О чем: Meta представила неинвазивный подход Brain2Qwerty для декодирования текста из мозговой активности с точностью до 81% на MEG-данных.

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ИИ может (или не может) превзойти человечество: анализ рисков

О чем: анализ потенциальных рисков превосходства ИИ над человеческим интеллектом и возможных последствий.

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Заключение

Новый месяц — новые тенденции и прорывы. Февраль продолжил тренд на демократизацию ИИ-технологий, а соревнование между лидерами индустрии продолжает набирать обороты. К счастью, для нас, конечных пользователей, это только на руку, ведь это значит, что нам будет доступно все больше и больше прорывных инструментов и технологий.

А на сегодня у нас все! Расскажите, что вам запомнилось больше всего в феврале и чего вы ждете в ближайшем будущем?

73087fae9e8c93150eec92b7c8bdb90a.jpg

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  • 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

  • 17.10.25 20:17 tyleradams

    As time passes, there are an increasing number of frauds involving Bitcoin and other cryptocurrencies. Although there are many individuals who advertise recovering money online, people should use caution in dealing, especially when money is involved. You can trust NVIDIA TECH HACKERS [[email protected]], I promise. They are the top internet recovery company, and as their names indicate, your money is reclaimed as soon as feasible. My bitcoin was successfully retrieved in large part thanks to NVIDIA TECH HACKERS. Ensure that you get top-notch service; NVIDIA TECH HACKERS provides evidence of its work; and payment is only made when the service has been completed to your satisfaction. Reach them via email: [email protected] on google mail

  • 17.10.25 20:20 lindseyvonn

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  • 17.10.25 20:22 richardcharles

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  • 17.10.25 20:23 stevekalfman

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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

    HOW I RECOVERED MY BITCOIN FROM CRYPTO INVESTMENT SCAM HOW I RECOVERED MY BITCOIN FROM CRYPTO INVESTMENT SCAM Hello everyone l’m by name Donna collier I live in urbandale 3 weeks ago was the darkest days of my life, i invested my hard earned money the sum of $123,000 into a crypto currency platform I was introduced to by a friend I met online everything happen so fast I was promised 300% of return of investment when it was time for me to cash out my investment and profit the platform was down I was so diversitated confused and tried to end it all then I came across upswing Ai a renowned expert in crypto currency and digital assets recovery at first it seem impossible after taking up my case within the the next 48 hours they where able to track down those fraud stars and recover my money I can’t recommend them enough to any one facing likewise change I will recommend you contact upswing Ai on Contact Details: WhatsApp +,1,2,0,2,8,1,0,1,4,0,7 E m a i l @Upswing-ai.com Website https: // u psw ing-ai. com/ platform /

  • 22.10.25 11:59 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

  • 22.10.25 11:59 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

  • 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

    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 06:54 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

    *HOW TO GET BACK YOUR STOLEN BITCOIN FROM SCAMMERS* ⭐️⭐️⭐️⭐️⭐️ Hello everyone, I can see a lot of things going wrong these last few days of investing online and getting scammed. I was in your shoes when I invested in a bogus binary option and was duped out of $87,000 in BTC, but thanks to the assistance of NVIDIA TECH HACKERS. They helped me get back my BTC. I didn’t trust the Hackers at first, but they were recommended to me by a friend whom I greatly respect. I received my refund in two days. I must recommend NVIDIA TECH HACKERS they are fantastic. 📧 [email protected]

  • 25.10.25 00:50 stevekalfman

    If you ever need hacking services, look no further. I found myself in a difficult situation after losing almost $510,000 USD in bitcoin. I was distraught and had no hope of survival because i lost my life savings to this scam, I had no chance of recovering my investment. Until i came across an article on google about ([email protected]). A real-life recovery expert, everything changed completely after contacting him and explaining my ordeal to him and he quickly stepped in and assisted me in recovering 95% of my lost funds. They guarantee their clients and i got the highest level of happiness their services are highly recommended. so I’m putting this here for anyone who require their services too" Email: [email protected]

  • 25.10.25 05:05 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)

  • 25.10.25 10:13 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

  • 25.10.25 10:13 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

  • 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

  • 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

  • 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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