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Н Новости

«Белое зеркало»: как AI улучшит жизнь в ближайшие 10 лет

2035 год кажется вам далеким будущим? А ведь он ближе, чем 2013-й…

В 2013-м было сложно представить, как AI-технологии изменят мир через десять лет. Но сейчас перспектива обрисовалась: к 2035-му искусственный интеллект проникнет везде, где сможет быть полезен. Как именно это произойдёт — лучше всех представляют люди, которые внедряют ИИ.

Для этой статьи мы попросили трёх наших экспертов провести нам экскурсию по нейросетевому будущему и по тому, как устроены процессы в ГПБ одиннадцать лет тому вперёд. Под катом: финтех, кодинг и наём сотрудников в 2035 году.

Al и финтех

Автор: Мария Косарева, вице-президент, начальник Департамента анализа данных и моделирования

Банкинг

Представим, что в 2035 году юзер хочет взять у нас в ГПБ кредит на машину — летающую, само собой. Выдача кредита для него будет выглядеть так.

Подтверждение личности

Сперва, как и в 2024-м, пользователь заходит в приложение банка. На входе в приложение лицо проверяет AI-биометрия.

Чтобы мошенники не брали кредиты на невинных пользователей с помощью дипфейка, в 2035 году в кибербезопасности работают дата-сайентисты — их AI-алгоритмы без труда определяют любой AI-фейк. Рыбак рыбака, как говорится, детектирует в 4К.

А если алгоритм по ошибке принимает самого пользователя за дипфейк (например, юзер пытается зайти в приложение с утра пораньше и выглядит непохоже на себя самого), есть безотказные опции — «приложить палец» и «ввести пин».

Получается как с видеосвязью: в фантастике только по ней и говорят, а в жизни люди продолжают созваниваться голосом.

Кредитование и персональный ассистент

В приложении юзер заходит в раздел «Кредиты». Что там — зависит от пользователя. Как и сейчас, в 2035-м мы вычисляем кредитный рейтинг перед кредитованием. Только параметров больше: ИИ использует больше доступных данных. Какие именно — я расскажу чуть позже, а пока посмотрим, как ассистент взаимодействует с желающими взять кредит.

Если кредитный рейтинг у человека отличный, ИИ-ассистент в приложении регулярно показывает баннер с кредитом на заманчивых условиях. Юзеры с низким рейтингом такую рекламу не видят. В самом кредитном разделе пользователь с хорошим рейтингом сразу получает от ассистента предложение взять кредит на условиях из рекламы.

А если рейтинг не очень? Тогда, даже если пользователь сам заходит в раздел кредитов, то личный ИИ-помощник говорит ему: «Вы и так всю зарплату тратите на импульсивные покупки. Может, повременить с кредитом?»

Выглядит, будто мы заботимся о пользователях в ущерб себе. Но на самом деле у нас же нет цели любой ценой выдать как можно больше кредитов. В первую очередь нужны хорошие показатели возвратов. ИИ-ассистент работает на то, чтобы эти показатели не ухудшились из-за выдачи кредита ненадёжному клиенту.

Так что нам просто незачем подталкивать каждого виртуального посетителя к заявке на кредит, которую всё равно в итоге не одобрят. Вместо этого разработанный нами ИИ-ассистент подсказывает пользователям с низким кредитным рейтингом, как его улучшить, даёт персонализированные рекомендации, основанные на детальных данных юзера. Это — пожалуйста, это взаимовыгодно.

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Индивидуальные предложения

Чтобы подобрать подходящие условия кредита в 2024 году, искусственный интеллект анализировал кредитную историю клиента. А в 2035-м информации куда больше: наш банковский ИИ изучает весь цифровой след пользователя. В ход идут данные из соцсетей, из фотогалереи, из приложения для здоровья, с умных часов.

Мы пользуемся тем, что прогресс произошёл не только в AI. К 2035-му люди перестали бояться давать банкам доступ к данным. Оказывается, если график сна и пульс помогают сделать кредит выгоднее — этой информацией люди тоже свободно делятся.

Заключение сделок

Если пользователь согласен на условия, можно переходить к подписанию договора о кредитовании. ИИ легко может выдать кредит, не привлекая живого менеджера. Но… не будет делать этого. Даже пользователь с превосходным рейтингом может перестать платить по кредиту. Кто за это ответит — разработчики ИИ? Да они никогда не подпишутся на такие условия.

Поэтому подпись на договоре в финале ставит живой сотрудник ГПБ (хоть бы и электронную). А ИИ делает всё остальное: изучает данные, выдвигает условия и составляет документы. Весь процесс занимает совсем немного времени — и пользователь получает свой желанный кредит на летающее авто.

Разработка

Давайте посмотрим, кто такой финтех-разработчик в ГПБ в 2035-м и что для него «нормальная задача». Конечно же, ИИ не миновал и его.

GPT-кодинг и топовые профессии в айти в 2035-м

В 2024-м разработчики, использующие AI, выглядят подозрительно: ты настоящий айтишник или только промпты писать умеешь? Но к 2035-му ситуация полностью поменялась. Многие разработчики в ГПБ умеют писать только промпты, но при этом они — настоящие айтишники. Их профессия — промпт-инженер. Задачи: добиваться от чат-джипити нужного кода и проверять этот код, прежде чем его начнут использовать на проде в банковском приложении, например.

При этом разработчики, которые занимаются не только промптами, в компании тоже есть, про них мы подробнее поговорим дальше, в следующем предсказании.

Помимо промт-инженеров мы активно набираем на работу кибербезопасников. Не только для того, чтобы проверять, безопасен ли код, написанный ИИ по промту. Просто ИИ доступен любому дошкольнику. И этому детскому садику нужны воспитатели, которые отследят, что безопасности пользовательских данных и денег не угрожают ни люди, ни созданные ими вредоносные AI-модели.

С безопасниками сотрудничают дата-сайентисты, эта профессия всё более востребована. Благодаря ИИ почти все разработчики (и у нас в компании, и за её пределами) хоть сколько-нибудь занимаются дата-сайенсом. Промпт-инженер в ГПБ иногда и собирает данные, и строит новые модели. Например, улучшенную версию ИИ-ассистента для свежей версии приложения.

Для разработчиков в других сферах в 2035-м тоже необычно кодить полностью самостоятельно. Уже в 2024 году скорость кодинга у новичка с участием ИИ-чата возрастала на 30 % — мы замеряли. В 2035-м писать весь код самостоятельно — как передвигаться на любые расстояния исключительно пешком. Мы предпочитаем летать (на машине).

Al и работа с кодом

Автор: Алексей Смирнов, заместитель начальника Департамента анализа данных и моделирования

ИИ — второй пилот разработчика

О разработке в общем поговорили, давайте теперь погрузимся в работу с кодом и участие AI в ней.

Существует стереотип, что ИИ полностью заменит айтишника. Возможно, в далёком будущем так будет. Но не в 2035-м: здесь разработчик в ГПБ работает в плотном партнёрстве с искусственным интеллектом.

Давайте представим, как ИИ помогает мидлам в ГПБ решать разные задачи. Чтобы вы увидели, что ИИ нужен не только в качестве обучалки новичков и тулзы для промпт-инженеров.

Удобнее приступать к работе

Предположим, в приложении ГПБ готовится новая фича: генеративные сториз для пользователей на основе их прошлых интересов. Чтобы фичу реализовать, нужно решить много задач поменьше. Например, сделать так, чтобы ИИ-модель при генерации сториз точно и подробно учитывала дизлайки пользователя.

Эту задачу мы передаём разработчику-мидлу. Когда он выходит на работу и включает компьютер, AI-помощник сразу ему сообщает, что новый таск упал в бэклог — вместо Трелло, Джиры и других подобных досок. Разработчик подтверждает голосом, что берёт задачу, ассистент отмечает это в карточке.

ИИ сразу автоматически разворачивает всю необходимую среду разработки, подключается к нужным репозиториям, закачивает подходящие фреймворки в IDE, даже отправляет команду кофемашине.

Ассистент помогает разработчику погрузиться в задачу: делает саммари из бизнес-требований — зачем заказчикам нужна эта фича. Смотрит в историю разработки мидла и напоминает, что похожего мидл уже делал в других проектах. Чекает, можно ли оттуда что-то переиспользовать, чтобы решить задачу быстрее. Если получится — помогает понять, насколько это целесообразно.

Через пять минут после того, как задача упала разработчику, ИИ уже погрузил его в детали и полностью развернул рабочее место. И кофе готов.

Проще работать

Допустим, ИИ взял из прошлых проектов автотесты или юнит-тесты. Теперь он накидывает для фичи варианты решений, которые есть в опенсорсе или в открытом коде.

Конечно, это далеко до полного автопилота. Но на второго пилота тянет вполне.

Разработчик трудится, но задача сложная и повергла его в ступор, решения не видно. Вместо того чтобы отвлекать коллегу, который сидит рядом, мы в такой ситуации рекомендуем разработчику сразу обратится к ИИ-второму пилоту. Тот сразу похожие варианты накидывает: вот так делают в «Нетфликсе», так — в «Убере», какие мировые практики используем для ГПБ?

ИИ напоминает про встречи по вехам проекта и про то, что кофе кончается — надо бы заказать, чтобы вовремя к одной из этих встреч закоммитить фичу. Разве коллега в офисе станет так заботиться?

Архитектура без кодинга

Когда нам нужно новое приложение или решение, его архитектурой занимается прежде всего не айтишник, а ИИ. Именно ИИ накидывает варианты архитектуры в виде схем, разработчик выбирает уже подходящую и правит. Двигает квадратики, перетягивает стрелочки.

Причём ИИ знает, что архитектуру будут смотреть многие сотрудники банка из разных подразделений. Поэтому стрелочками помечает разное взаимодействие. Например, если эта означает безопасный туннель для бэкапов — ИИ подсветит её нужным цветом, определит жирность, пунктирность и так далее. Чтобы в будущем другие разработчики понимали, про что эта стрелочка. И другие ИИ-ассистенты тоже.

Меньше рукописного кода

Кодинг на всех уровнях разработки в ГПБ пока не отменён, однако уже достигнуто соотношение как в принципе Парето: 80% кода генерирует ИИ, 20% — пишут разработчики.

Конечно, за ИИ всегда надо проверять: та ли задача выполняется, всё ли работает, где нужны чекпоинты и дебаг-точки, можно ли оптимизировать код. Но ведь ИИ тоже проверяет за человеком, так что всё честно. Параллельное программирование получается.

Когда ИИ написал что-то не то, разработчику вовсе не обязательно ругаться и переделывать руками. Как правило, достаточно сказать ассистенту, что не так, и он предложит исправленный вариант кода.

Код-ревью с обширными дополнениями

ИИ следит за тем, насколько эффективные решения использует специалист в работе. Допустим, разработчик применил пузырьковую сортировку. ИИ спрашивает его: «А она здесь точно эффективна? Составил тебе подборку хабрастатей, где ребята пишут про новые методы сортировки. Хочешь, приподниму браузер и ты почитаешь? Или могу тебе подготовить саммари из трёх статей, самую выжимку». Так ассистент работает на то, чтобы сотрудники ГПБ на работе постоянно прокачивались и развивались.

Сразу изучать материалы необязательно — опция не пропадёт. ИИ напомнит их почитать после работы, если сотрудник попросит.

Но это скорее бонус. Главная задача AI-ревью — показать, на что в проекте нужно обратить внимание. ИИ выступает мидл-менеджером от банка: например, подсвечивает несоответствия требованиям заказчика.

Или ИИ способен подсветить место, где пока не возникает ошибка, но может возникнуть. Чтобы заранее снизить количество багфиксов и откатов. Например, на этапе отправки в git разработчик и ассистент что-то не учли, а из-за этого могут возникнуть проблемы у коллег в другой команде. AI-ревью это отдельно покажет.

Легче проверять и внедрять гипотезы

При разработке небольшого внутреннего банковского приложения в основу изначально положили Python. Но в Python одна из ключевых для приложения функций слишком медленная, её не хватает, чтобы обрабатывать постоянный поток запросов.

Разработчик садится допиливать фичу. Какой язык взять для разработки? ИИ говорит: «Ну конечно, Python — не про скорость. Давай попробуем накидать кейс, если её на C сделать. Вынесем в отдельный сервис и будем туда стучаться из нашего пайтон-приложения».

ИИ разворачивает всё, что нужно для C, накидывает реализацию этого же кода на Python, но в C. Разработчик смотрит, говорит: «Да, круто. Давай потестим его по скорости, посмотрим, как это всё будет». ИИ компилит, говорит: «Сервис доступен, давай постучимся. Хотя я уже постучался, проверил нас. Проходим по таймингу, всё нормально. Можем использовать такой подход и сделать этот сервис для наших пайтон-приложений».

Затем ИИ сам скидывает предложения по оптимизации в чат разработки. Другие ИИ-ассистенты распознают, к чему относится идея, и тегают нужных разработчиков и тимлидов.

В свою очередь их ИИ-ассистенты подсвечивают им: «Смотри, какой сервис придумали! Может, нам поучаствовать? Я сделал ревью наших предыдущих работ, у нас тоже там есть релевантные — вынесем на митинг?» А ИИ-помощник тимлида предлагает варианты, как поменять архитектуру.

Собирается большой митинг команды о том, как создать такой глобальный сервис для оптимизации проекта. ИИ ведёт митинг, собирает темы обсуждения в сжатом виде. По итогам митинга новое решение уходит в разработку и уже довольно скоро оказывается в проде, решая нашу проблему с медленной обработкой запросов.

Вот такой в ГПБ в 2035-м CI/CD. Это вам не огромные портянки в письмах, где разработчики забывают, о чём письмо-то было, пока доскроллят донизу.

Из 2024-го может показаться, что в ИИ-ассистентах и в горé генерируемой ими инфы легко запутаться. Но такой процесс не возник сразу. Потихоньку ИИ-ассистенты получили новые удобные фичи, а потом эти фичи стали частью жизни. Людям в 2012-м тоже было сложно представить, как все пуляются голосовухами и кружкáми в мессенджерах.

Шире возможности тестирования

На заре AI-эры казалось, что тестировщик — профессия, которая пострадает. ИИ способен нечеловечески быстро отрабатывать кучу платформ и сценариев использования.

Но у нас в банке тестировщики работают по-прежнему. Хотя задачи мы перед ними ставим совсем другие. Теперь тестировщик чаще использует автотесты или даже просто описывает ИИ-помощнику кейсы. А ИИ ищет нужные данные во внутренней ИИ-википедии, где ассистенты ими обмениваются.

Например, ИИ должен нажать на синюю кнопку, которая должна стать зелёной. Потом должен её отпустить — а кнопка опять стать синей. У человека-тестировщика основная загвоздка была бы: «А я все версии нужных браузеров проверил? А смартфонов?» На последовательные проверки уходит очень много ценного времени.

ИИ играючи снимает этот вопрос. Он гарантированно тестирует во всех браузерах и платформах за одну секунду в фоне. Ещё и показывает, в каких комбинациях сценарий отработал по-другому и почему. А человек проверяет и анализирует уже готовые быстро полученные результаты. Это позволяет нам намного скорее запускать новые фичи и доносить пользу клиентам.

Больше безопасности

ИИ следит за сохранностью нашего кода. Допустим, разработчик встал из-за офисного стола сходить за кофе. Тем временем уборщица протёрла клавиатуру от пыли. Сработала комбинация клавиш — автокоммит. И ассистент заблокировал это действие, запросил пароль. Почему? Либо увидел нетипичное поведение, либо обучился распознавать, когда разработчик отходит от компьютера. Зачем? Чтобы ни в коем случае не положить одним неудачным автокоммитом прод банка, как это могло случиться в прошлом.

Но это простой случай: прямое нарушение политик безопасности. Мы настроили ИИ-помощников, чтобы те отслеживали потенциальные опасности и на более тонком уровне. Например, разработчик придумал код. Ассистент видит, что использованная библиотека ничем не угрожает, но её нет в реестре доступных, и предлагает попросить у отдела безопасности валидировать эту библиотеку.

Лучше результат

Мы внедрили и используем ИИ для пользы конечных пользователей продукта. Они могут не задумываться, но для них ИИ — однозначный союзник. Приложения станут надёжнее, а обновления — быстрее.

Процесс закономерный, ведь ИИ делает основную работу по валидации необходимых артефактов. Это и описание, и автоматическая связка, и коммит с задачей в бэклоге, и напоминание разрабу, что ему надо зайти написать комменты — или даже ИИ их сам напишет, а человеку напомнит проверить.

Но основная причина качества — ИИ челленджит разработчика на лучшие решения по скорости. Так что с помощью ИИ мы тренируем каждого мидла быть немного стратегом. Ведь бездумно выполнять задачи ассистент может и сам.

Как изменились требования к разработчику

Основной навык, который нам нужен от разработчика к 2035-му году, — креативность, потому что ИИ идеально справляется с рутиной. Прописать доступы? Ассистент сделает. Придумать нестандартное решение? Это к человеку.

Как проверять квалификацию

Когда AI-эпоха только начиналась, ИИ помогал хитрым новичкам заскочить на ответственные должности. Хорошо, что к 2035-му мы научились разбираться, кто действительно ищет лучшие решения, а кто просто одобряет стандартные варианты от ИИ, пока проект не превратится в нежизнеспособное нагромождение кода.

Как мы отличаем креативного специалиста с фундаментальными знаниями от нахватавшегося по верхам промптера?

Специалист, которого мы ищем, должен уметь прыгать выше головы. Если стоит задача выполнять процесс не дольше трёх секунд — справится ИИ, потому что похожих вариантов куча. От человека мы ждём, что он придумает, как ускорить процесс до одной секунды.

Может, в конкретном случае ускорять и не критично. Зато мы поймём, что этот разработчик шарит. И его навыки окупятся, потому что из сотен креативных улучшений и вырастает качественно новый сервис.

Al и наём в IT

Автор: Елена Лунева, заместитель начальника Департамента анализа данных и моделирования

AI-CV

Давайте расскажу в деталях, как же мы нанимаем в банк сотрудников в эпоху ИИ.

Соискатели создавали и апгрейдили резюме с помощью ИИ ещё в 2024-м. Более того — можно было запросить у LLM-ки резюме под конкретную вакансию, чтобы на идеального кандидата точно обратили внимание.

Правда, модель периодически галлюцинировала — но это легко было увидеть. Ну или путала похожие термины — а это уже не каждый мог понять. Жаль, что было мало понимающих…

Например, есть дата-сайенс-аналитики, аналитики отчётности, бизнес-аналитики и аналитики в бизнесе. Это очень разные профессии, даже две последние. И чат-джипити мог для аналитика в бизнесе подтянуть описание бизнес-аналитика. Было бы смешно, если бы сотрудникам HR-отдела не приходилось тратить драгоценные рабочие секунды на не особо хитрых промптеров.

Подтверждение навыков

К 2035-му у проблемы появилось решение: теперь айтишники активнее всего добавляют в резюме подтверждения навыков от работодателей и коллег. Резюме без подтверждений от других людей автоматически уезжают в конец очереди. Поэтому соискатели подтверждают навыки, чтобы получать офферы. Некоторые площадки с работой даже запретили составлять резюме без подтверждений.

Подтверждения стали валютой найма: чем больше людей гарантирует твои навыки, тем проще найти интересную работу с приятной зарплатой. Классическое резюме больше не нужно разработчику и для того, чтобы устроиться к нам на работу. Эйчару куда проще будет взглянуть на красноречивые списки подтверждённых навыков.

Как водится, на каждую метрику находят абуз. Схема достаточно проста — чёрный рынок подтверждений. А на абуз своя контратака: ИИ вычисляет, какие узлы сети раскидывают аномально много подтверждений. А недобросовестные узлы маскируются под множества мелких узлов, где каждый аккаунт подтверждает в разумных количествах…

AI-анализ видеовизиток

У нас работа кипит, нет времени ждать, пока закончится эта вечная борьба меча и брони. Мы адаптировали старый уровень проверки — видеовизитки. Это ролики, где соискатель минут 10 отвечает нам на типовые вопросы. Отклики на сайтах с резюме и на нашем карьерном сайте без свежей визитки мы не рассматриваем.

Нововведение, как обычно, в том, что теперь визитки отсматривают сначала не наши эйчары, а ИИ. Алгоритм, наученный миллионами примеров, считывает компетенции, в основном софтовые, но и хардовые тоже — по реакциям на соответствующие вопросы. ИИ анализирует, как разработчик говорит, презентует себя, жестикулирует.

Поиск работы

Как и этап составления резюме, поиск вакансий и кандидатов у нас тоже полагается на ИИ.

AI-фильтрация соискателей

В двадцатые годы одной из HR-проблем была чрезмерная популярность площадок с поиском работы. На одну вакансию могла упасть тысяча откликов. Сопоставить каждое сопроводительное и каждое резюме с требованиями вакансии малореально даже для нашего большого эйчар-отдела. Даже опытные специалисты порой хотели плюнуть на площадки и пойти искать контакты через знакомых или в тематических чатах: как раз человек 10–15 отзовётся, можно будет всех нормально рассмотреть.

К 2035-му проблема ушла в историю. Не нужно быть дата-сайентистом: нажатием встроенной в интерфейс кнопки наш сотрудник-эйчар оставляет от тысячи откликов только подходящие под требования.

Не мы одни в выигрыше от точного мэтчинга вакансий и резюме. Соискатели тоже могут не копаться в сотнях вакансий. Достаточно активировать резюме — выпадут только подходящие предложения. И сгенерируются первые драфты сопроводительных писем, куда ИИ подгрузит релевантные кейсы из резюме.

Обратная сторона удобства — возрос успех обманщиков. Раньше фейковое резюме с фейковыми навыками становилось одним из тысячи и с высокой вероятностью наш сотрудник его просто не читал. Сейчас успешный читер сразу запрыгивает в избранный круг — несколько десятков резюме, которые пройдут ИИ-барьер и попадут к человеку.

AI-собеседование

Но даже несколько десятков собеседований заняли бы у рекрутера в лучшем случае полную рабочую неделю. А ведь есть другие дела, новые отклики, остальные этапы найма… Поэтому собеседования тоже отдали ИИ почти сразу после того, как это стало возможно технически.

Как и в случае с видеовизитками, ИИ оценивает не только содержание интервью, но и поведение кандидата: как у тебя напрягаются мышцы лица, как собеседник краснеет, бледнеет, напрягает спину. Из этого видно, насколько он действительно владеет навыками, которые заявил.

В какой-то момент истории соискатели обходили считывание эмоций и недостаток знаний, выставляя на AI-собеседование вместо себя свой сгенерированный ИИ-аватар с обширной базой данных и высокоранговой мимикой.

Однако AI-собеседования стали совершеннее. Безопасники в крупных компаниях (среди них были и мы) разобрали подобные инциденты, теперь перед интервью компании требуют подтверждать личность. Самые недоверчивые (среди них нас нет) — проводят интервью только в собственных комнатах с видеокамерами, куда соискателям нужно приходить.

Цель AI-собеседования — прежде всего отсеять всех неподходящих кандидатов. С подходящими будет общаться уже наш рекрутер-человек и выбирать из них наиболее подходящего.

Расчёт дружности команд

Порой человек с отличным резюме превосходно проходит собеседование, но не вписывается в команду. Такие случаи бывали и у нас. До AI-эпохи это было проблемой и для команды, и для соискателя, который мог пройти все этапы, устроиться на работу — а потом вскоре уволиться одним днём. Сейчас эйчары в ГПБ внедрили третий этап трудоустройства, так называемый мэтчинг.

Для каждой команды в банке ИИ создаёт усреднённый психологический профиль. Такой же профиль он собирает для кандидата из всех доступных данных. И сопоставляет эти профили, чтобы проверить, насколько новый сотрудник подойдёт.

Не всегда AI-мэтчинг работает идеально. Но, во-первых, явно лучше, чем раньше, а во-вторых, каждый допущенный мисмэтч — материал для дообучения алгоритма.

Последствия внедрения AI в HR

Служба психологической помощи пострадавшим от действий искусственного интеллекта

Возможно, в 2024-м такая вывеска на двери одного из офисных кабинетов выглядела бы шуткой. Но к 2035-му человечество накопило большой опыт взаимодействия с ИИ. И этот опыт зачастую сопряжён с бессилием и отчаянием, ведь искусственный интеллект не способен понять тебя по-настоящему, так, как другой человек. Ты регулярно упираешься в то, что перед тобой не собеседник, а имитация, пусть даже идеальная.

Ситуация усугубляется тем, что ИИ плотно обложен этическими параметрами: он не должен ругаться, злиться, давать плохие советы, должен, наоборот, поддерживать. Намерения-то благие, вот только всё это лишь подчёркивает, что ИИ — не живой.

Так что у нас в ГПБ работает штатный психолог, готовый помочь каждому пострадавшему от ИИ разработчика, — это не шутка.

AI против выгорания

Выгорание старых сотрудников — одна из основных причин, по которой нужны новые. Поэтому предотвращать выгорание — один из приоритетов нашего HR-отдела.

Мы, как и другие компании, и раньше отслеживали выгорание — обычно по опросам-360, раз в год, два раза. Метрика не самая точная: люди ошибаются, иногда скрывают трудности из страха увольнения. А опрос легко может прийтись на особенно удачный или феноменально неудачный день. Банально опросы до отпуска и после дадут два разных портрета одного и того же человека.

AI-опросы бьют по всем недостаткам разом. Опросы можно делать хоть раз в неделю — замеряем динамику. Недооценка и переоценка проблем тоже сглаживается, когда опросы регулярные. А обман ИИ уже научился вычислять по языку тела.

Ещё значительное искажение вносили совестливые сотрудники, которые не хотели нагружать коллегу-человека своими проблемами. Как в чёрной шутке, где на могильном камне написано: «Я чуть-чуть полежу, и всё пройдёт».

Как раз с этими ребятами ИИ особенно эффективен. Искусственный интеллект нагружать проблемами не стыдно, поэтому работники охотно делятся с ним наболевшим. А чтобы не переставали делиться — руководство не видит конкретных жалоб, только AI-саммари: такой-то сотрудник удовлетворён работой на 42%, рекомендую расспросить, как улучшить его условия.

ИИ — корпоративный коуч

Быстро выяснилось, что даже наши регулярные опросы сами по себе снижают выгорание. Люди чувствуют: начальству их состояние небезразлично. Просто раньше начальники физически не могли интересоваться каждым сотрудником часто, а теперь, когда есть продвинутый ИИ, могут и интересуются.

К 2035 году хорошие результаты в этом направлении побудили нас развить в компании функционал опрашивающих ИИ до механических коучей. Ассистент владеет основами КПТ, и мы активно призываем всех сотрудников с ним общаться. Смысл жизни ИИ не объяснит, но выслушает, поймёт и проконсультирует, как действовать, чтобы решать проблемы, адаптироваться и чувствовать себя лучше на рабочем месте.

На пороге AI-эпохи

Вернёмся в 2024-й. Пока что ИИ не захватил всё и вся. Но, пожалуй, для повсеместного внедрения это самая перспективная технология.

Благодаря ИИ айти приходит в новые области. Не только в высокотехнологичные, о которых рассказали наши авторы. ИИ поможет вычислять эффективность дальнобойщиков в грузовиках и шаурмистов в палатках.

Возможно, озвученные в статье прогнозы не сбудутся. Так бывает: 2015-й миновал, а у нас нет ни аэробордов, ни одежды, автоматически подгоняющейся под размер. Читатели из 2035-го скажут: вот же наивные у них были представления!

Возможно (и более вероятно), прогнозы сбудутся, но позже 2035-го. Одна на первый взгляд малозначимая нерешаемая мелочь способна затянуть прогресс на десятилетия. Вероятный кандидат — проблема обучения моделей: когда большинство данных будет сгенерировано, как исказится генерация, основанная на результатах предыдущих генераций?

Если у вас другой взгляд на ИИ в 2035 году — есть уникальная возможность проверить, кто прав. Делитесь в комментариях своими предсказаниями. В 2035-м мы снова откроем эту статью и посмотрим, чья взяла.

А самые яркие и интересные предсказания мы (с вашей помощью) разовьём, опубликуем на Хабре — и нарисуем по их мотивам комиксы.

2035 год кажется вам далеким будущим? А ведь он ближе, чем 2013-й…

В 2013-м было сложно представить, как AI-технологии изменят мир через десять лет. Но сейчас перспектива обрисовалась: к 2035-му искусственный интеллект проникнет везде, где сможет быть полезен. Как именно это произойдёт — лучше всех представляют люди, которые внедряют ИИ.

Для этой статьи мы попросили трёх наших экспертов провести нам экскурсию по нейросетевому будущему и по тому, как устроены процессы в ГПБ одиннадцать лет тому вперёд. Под катом: финтех, кодинг и наём сотрудников в 2035 году.

Al и финтех

Автор: Мария Косарева, вице-президент, начальник Департамента анализа данных и моделирования

Банкинг

Представим, что в 2035 году юзер хочет взять у нас в ГПБ кредит на машину — летающую, само собой. Выдача кредита для него будет выглядеть так.

Подтверждение личности

Сперва, как и в 2024-м, пользователь заходит в приложение банка. На входе в приложение лицо проверяет AI-биометрия.

Чтобы мошенники не брали кредиты на невинных пользователей с помощью дипфейка, в 2035 году в кибербезопасности работают дата-сайентисты — их AI-алгоритмы без труда определяют любой AI-фейк. Рыбак рыбака, как говорится, детектирует в 4К.

А если алгоритм по ошибке принимает самого пользователя за дипфейк (например, юзер пытается зайти в приложение с утра пораньше и выглядит непохоже на себя самого), есть безотказные опции — «приложить палец» и «ввести пин».

Получается как с видеосвязью: в фантастике только по ней и говорят, а в жизни люди продолжают созваниваться голосом.

Кредитование и персональный ассистент

В приложении юзер заходит в раздел «Кредиты». Что там — зависит от пользователя. Как и сейчас, в 2035-м мы вычисляем кредитный рейтинг перед кредитованием. Только параметров больше: ИИ использует больше доступных данных. Какие именно — я расскажу чуть позже, а пока посмотрим, как ассистент взаимодействует с желающими взять кредит.

Если кредитный рейтинг у человека отличный, ИИ-ассистент в приложении регулярно показывает баннер с кредитом на заманчивых условиях. Юзеры с низким рейтингом такую рекламу не видят. В самом кредитном разделе пользователь с хорошим рейтингом сразу получает от ассистента предложение взять кредит на условиях из рекламы.

А если рейтинг не очень? Тогда, даже если пользователь сам заходит в раздел кредитов, то личный ИИ-помощник говорит ему: «Вы и так всю зарплату тратите на импульсивные покупки. Может, повременить с кредитом?»

Выглядит, будто мы заботимся о пользователях в ущерб себе. Но на самом деле у нас же нет цели любой ценой выдать как можно больше кредитов. В первую очередь нужны хорошие показатели возвратов. ИИ-ассистент работает на то, чтобы эти показатели не ухудшились из-за выдачи кредита ненадёжному клиенту.

Так что нам просто незачем подталкивать каждого виртуального посетителя к заявке на кредит, которую всё равно в итоге не одобрят. Вместо этого разработанный нами ИИ-ассистент подсказывает пользователям с низким кредитным рейтингом, как его улучшить, даёт персонализированные рекомендации, основанные на детальных данных юзера. Это — пожалуйста, это взаимовыгодно.

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Индивидуальные предложения

Чтобы подобрать подходящие условия кредита в 2024 году, искусственный интеллект анализировал кредитную историю клиента. А в 2035-м информации куда больше: наш банковский ИИ изучает весь цифровой след пользователя. В ход идут данные из соцсетей, из фотогалереи, из приложения для здоровья, с умных часов.

Мы пользуемся тем, что прогресс произошёл не только в AI. К 2035-му люди перестали бояться давать банкам доступ к данным. Оказывается, если график сна и пульс помогают сделать кредит выгоднее — этой информацией люди тоже свободно делятся.

Заключение сделок

Если пользователь согласен на условия, можно переходить к подписанию договора о кредитовании. ИИ легко может выдать кредит, не привлекая живого менеджера. Но… не будет делать этого. Даже пользователь с превосходным рейтингом может перестать платить по кредиту. Кто за это ответит — разработчики ИИ? Да они никогда не подпишутся на такие условия.

Поэтому подпись на договоре в финале ставит живой сотрудник ГПБ (хоть бы и электронную). А ИИ делает всё остальное: изучает данные, выдвигает условия и составляет документы. Весь процесс занимает совсем немного времени — и пользователь получает свой желанный кредит на летающее авто.

Разработка

Давайте посмотрим, кто такой финтех-разработчик в ГПБ в 2035-м и что для него «нормальная задача». Конечно же, ИИ не миновал и его.

GPT-кодинг и топовые профессии в айти в 2035-м

В 2024-м разработчики, использующие AI, выглядят подозрительно: ты настоящий айтишник или только промпты писать умеешь? Но к 2035-му ситуация полностью поменялась. Многие разработчики в ГПБ умеют писать только промпты, но при этом они — настоящие айтишники. Их профессия — промпт-инженер. Задачи: добиваться от чат-джипити нужного кода и проверять этот код, прежде чем его начнут использовать на проде в банковском приложении, например.

При этом разработчики, которые занимаются не только промптами, в компании тоже есть, про них мы подробнее поговорим дальше, в следующем предсказании.

Помимо промт-инженеров мы активно набираем на работу кибербезопасников. Не только для того, чтобы проверять, безопасен ли код, написанный ИИ по промту. Просто ИИ доступен любому дошкольнику. И этому детскому садику нужны воспитатели, которые отследят, что безопасности пользовательских данных и денег не угрожают ни люди, ни созданные ими вредоносные AI-модели.

С безопасниками сотрудничают дата-сайентисты, эта профессия всё более востребована. Благодаря ИИ почти все разработчики (и у нас в компании, и за её пределами) хоть сколько-нибудь занимаются дата-сайенсом. Промпт-инженер в ГПБ иногда и собирает данные, и строит новые модели. Например, улучшенную версию ИИ-ассистента для свежей версии приложения.

Для разработчиков в других сферах в 2035-м тоже необычно кодить полностью самостоятельно. Уже в 2024 году скорость кодинга у новичка с участием ИИ-чата возрастала на 30 % — мы замеряли. В 2035-м писать весь код самостоятельно — как передвигаться на любые расстояния исключительно пешком. Мы предпочитаем летать (на машине).

Al и работа с кодом

Автор: Алексей Смирнов, заместитель начальника Департамента анализа данных и моделирования

ИИ — второй пилот разработчика

О разработке в общем поговорили, давайте теперь погрузимся в работу с кодом и участие AI в ней.

Существует стереотип, что ИИ полностью заменит айтишника. Возможно, в далёком будущем так будет. Но не в 2035-м: здесь разработчик в ГПБ работает в плотном партнёрстве с искусственным интеллектом.

Давайте представим, как ИИ помогает мидлам в ГПБ решать разные задачи. Чтобы вы увидели, что ИИ нужен не только в качестве обучалки новичков и тулзы для промпт-инженеров.

Удобнее приступать к работе

Предположим, в приложении ГПБ готовится новая фича: генеративные сториз для пользователей на основе их прошлых интересов. Чтобы фичу реализовать, нужно решить много задач поменьше. Например, сделать так, чтобы ИИ-модель при генерации сториз точно и подробно учитывала дизлайки пользователя.

Эту задачу мы передаём разработчику-мидлу. Когда он выходит на работу и включает компьютер, AI-помощник сразу ему сообщает, что новый таск упал в бэклог — вместо Трелло, Джиры и других подобных досок. Разработчик подтверждает голосом, что берёт задачу, ассистент отмечает это в карточке.

ИИ сразу автоматически разворачивает всю необходимую среду разработки, подключается к нужным репозиториям, закачивает подходящие фреймворки в IDE, даже отправляет команду кофемашине.

Ассистент помогает разработчику погрузиться в задачу: делает саммари из бизнес-требований — зачем заказчикам нужна эта фича. Смотрит в историю разработки мидла и напоминает, что похожего мидл уже делал в других проектах. Чекает, можно ли оттуда что-то переиспользовать, чтобы решить задачу быстрее. Если получится — помогает понять, насколько это целесообразно.

Через пять минут после того, как задача упала разработчику, ИИ уже погрузил его в детали и полностью развернул рабочее место. И кофе готов.

Проще работать

Допустим, ИИ взял из прошлых проектов автотесты или юнит-тесты. Теперь он накидывает для фичи варианты решений, которые есть в опенсорсе или в открытом коде.

Конечно, это далеко до полного автопилота. Но на второго пилота тянет вполне.

Разработчик трудится, но задача сложная и повергла его в ступор, решения не видно. Вместо того чтобы отвлекать коллегу, который сидит рядом, мы в такой ситуации рекомендуем разработчику сразу обратится к ИИ-второму пилоту. Тот сразу похожие варианты накидывает: вот так делают в «Нетфликсе», так — в «Убере», какие мировые практики используем для ГПБ?

ИИ напоминает про встречи по вехам проекта и про то, что кофе кончается — надо бы заказать, чтобы вовремя к одной из этих встреч закоммитить фичу. Разве коллега в офисе станет так заботиться?

Архитектура без кодинга

Когда нам нужно новое приложение или решение, его архитектурой занимается прежде всего не айтишник, а ИИ. Именно ИИ накидывает варианты архитектуры в виде схем, разработчик выбирает уже подходящую и правит. Двигает квадратики, перетягивает стрелочки.

Причём ИИ знает, что архитектуру будут смотреть многие сотрудники банка из разных подразделений. Поэтому стрелочками помечает разное взаимодействие. Например, если эта означает безопасный туннель для бэкапов — ИИ подсветит её нужным цветом, определит жирность, пунктирность и так далее. Чтобы в будущем другие разработчики понимали, про что эта стрелочка. И другие ИИ-ассистенты тоже.

Меньше рукописного кода

Кодинг на всех уровнях разработки в ГПБ пока не отменён, однако уже достигнуто соотношение как в принципе Парето: 80% кода генерирует ИИ, 20% — пишут разработчики.

Конечно, за ИИ всегда надо проверять: та ли задача выполняется, всё ли работает, где нужны чекпоинты и дебаг-точки, можно ли оптимизировать код. Но ведь ИИ тоже проверяет за человеком, так что всё честно. Параллельное программирование получается.

Когда ИИ написал что-то не то, разработчику вовсе не обязательно ругаться и переделывать руками. Как правило, достаточно сказать ассистенту, что не так, и он предложит исправленный вариант кода.

Код-ревью с обширными дополнениями

ИИ следит за тем, насколько эффективные решения использует специалист в работе. Допустим, разработчик применил пузырьковую сортировку. ИИ спрашивает его: «А она здесь точно эффективна? Составил тебе подборку хабрастатей, где ребята пишут про новые методы сортировки. Хочешь, приподниму браузер и ты почитаешь? Или могу тебе подготовить саммари из трёх статей, самую выжимку». Так ассистент работает на то, чтобы сотрудники ГПБ на работе постоянно прокачивались и развивались.

Сразу изучать материалы необязательно — опция не пропадёт. ИИ напомнит их почитать после работы, если сотрудник попросит.

Но это скорее бонус. Главная задача AI-ревью — показать, на что в проекте нужно обратить внимание. ИИ выступает мидл-менеджером от банка: например, подсвечивает несоответствия требованиям заказчика.

Или ИИ способен подсветить место, где пока не возникает ошибка, но может возникнуть. Чтобы заранее снизить количество багфиксов и откатов. Например, на этапе отправки в git разработчик и ассистент что-то не учли, а из-за этого могут возникнуть проблемы у коллег в другой команде. AI-ревью это отдельно покажет.

Легче проверять и внедрять гипотезы

При разработке небольшого внутреннего банковского приложения в основу изначально положили Python. Но в Python одна из ключевых для приложения функций слишком медленная, её не хватает, чтобы обрабатывать постоянный поток запросов.

Разработчик садится допиливать фичу. Какой язык взять для разработки? ИИ говорит: «Ну конечно, Python — не про скорость. Давай попробуем накидать кейс, если её на C сделать. Вынесем в отдельный сервис и будем туда стучаться из нашего пайтон-приложения».

ИИ разворачивает всё, что нужно для C, накидывает реализацию этого же кода на Python, но в C. Разработчик смотрит, говорит: «Да, круто. Давай потестим его по скорости, посмотрим, как это всё будет». ИИ компилит, говорит: «Сервис доступен, давай постучимся. Хотя я уже постучался, проверил нас. Проходим по таймингу, всё нормально. Можем использовать такой подход и сделать этот сервис для наших пайтон-приложений».

Затем ИИ сам скидывает предложения по оптимизации в чат разработки. Другие ИИ-ассистенты распознают, к чему относится идея, и тегают нужных разработчиков и тимлидов.

В свою очередь их ИИ-ассистенты подсвечивают им: «Смотри, какой сервис придумали! Может, нам поучаствовать? Я сделал ревью наших предыдущих работ, у нас тоже там есть релевантные — вынесем на митинг?» А ИИ-помощник тимлида предлагает варианты, как поменять архитектуру.

Собирается большой митинг команды о том, как создать такой глобальный сервис для оптимизации проекта. ИИ ведёт митинг, собирает темы обсуждения в сжатом виде. По итогам митинга новое решение уходит в разработку и уже довольно скоро оказывается в проде, решая нашу проблему с медленной обработкой запросов.

Вот такой в ГПБ в 2035-м CI/CD. Это вам не огромные портянки в письмах, где разработчики забывают, о чём письмо-то было, пока доскроллят донизу.

Из 2024-го может показаться, что в ИИ-ассистентах и в горé генерируемой ими инфы легко запутаться. Но такой процесс не возник сразу. Потихоньку ИИ-ассистенты получили новые удобные фичи, а потом эти фичи стали частью жизни. Людям в 2012-м тоже было сложно представить, как все пуляются голосовухами и кружкáми в мессенджерах.

Шире возможности тестирования

На заре AI-эры казалось, что тестировщик — профессия, которая пострадает. ИИ способен нечеловечески быстро отрабатывать кучу платформ и сценариев использования.

Но у нас в банке тестировщики работают по-прежнему. Хотя задачи мы перед ними ставим совсем другие. Теперь тестировщик чаще использует автотесты или даже просто описывает ИИ-помощнику кейсы. А ИИ ищет нужные данные во внутренней ИИ-википедии, где ассистенты ими обмениваются.

Например, ИИ должен нажать на синюю кнопку, которая должна стать зелёной. Потом должен её отпустить — а кнопка опять стать синей. У человека-тестировщика основная загвоздка была бы: «А я все версии нужных браузеров проверил? А смартфонов?» На последовательные проверки уходит очень много ценного времени.

ИИ играючи снимает этот вопрос. Он гарантированно тестирует во всех браузерах и платформах за одну секунду в фоне. Ещё и показывает, в каких комбинациях сценарий отработал по-другому и почему. А человек проверяет и анализирует уже готовые быстро полученные результаты. Это позволяет нам намного скорее запускать новые фичи и доносить пользу клиентам.

Больше безопасности

ИИ следит за сохранностью нашего кода. Допустим, разработчик встал из-за офисного стола сходить за кофе. Тем временем уборщица протёрла клавиатуру от пыли. Сработала комбинация клавиш — автокоммит. И ассистент заблокировал это действие, запросил пароль. Почему? Либо увидел нетипичное поведение, либо обучился распознавать, когда разработчик отходит от компьютера. Зачем? Чтобы ни в коем случае не положить одним неудачным автокоммитом прод банка, как это могло случиться в прошлом.

Но это простой случай: прямое нарушение политик безопасности. Мы настроили ИИ-помощников, чтобы те отслеживали потенциальные опасности и на более тонком уровне. Например, разработчик придумал код. Ассистент видит, что использованная библиотека ничем не угрожает, но её нет в реестре доступных, и предлагает попросить у отдела безопасности валидировать эту библиотеку.

Лучше результат

Мы внедрили и используем ИИ для пользы конечных пользователей продукта. Они могут не задумываться, но для них ИИ — однозначный союзник. Приложения станут надёжнее, а обновления — быстрее.

Процесс закономерный, ведь ИИ делает основную работу по валидации необходимых артефактов. Это и описание, и автоматическая связка, и коммит с задачей в бэклоге, и напоминание разрабу, что ему надо зайти написать комменты — или даже ИИ их сам напишет, а человеку напомнит проверить.

Но основная причина качества — ИИ челленджит разработчика на лучшие решения по скорости. Так что с помощью ИИ мы тренируем каждого мидла быть немного стратегом. Ведь бездумно выполнять задачи ассистент может и сам.

Как изменились требования к разработчику

Основной навык, который нам нужен от разработчика к 2035-му году, — креативность, потому что ИИ идеально справляется с рутиной. Прописать доступы? Ассистент сделает. Придумать нестандартное решение? Это к человеку.

Как проверять квалификацию

Когда AI-эпоха только начиналась, ИИ помогал хитрым новичкам заскочить на ответственные должности. Хорошо, что к 2035-му мы научились разбираться, кто действительно ищет лучшие решения, а кто просто одобряет стандартные варианты от ИИ, пока проект не превратится в нежизнеспособное нагромождение кода.

Как мы отличаем креативного специалиста с фундаментальными знаниями от нахватавшегося по верхам промптера?

Специалист, которого мы ищем, должен уметь прыгать выше головы. Если стоит задача выполнять процесс не дольше трёх секунд — справится ИИ, потому что похожих вариантов куча. От человека мы ждём, что он придумает, как ускорить процесс до одной секунды.

Может, в конкретном случае ускорять и не критично. Зато мы поймём, что этот разработчик шарит. И его навыки окупятся, потому что из сотен креативных улучшений и вырастает качественно новый сервис.

Al и наём в IT

Автор: Елена Лунева, заместитель начальника Департамента анализа данных и моделирования

AI-CV

Давайте расскажу в деталях, как же мы нанимаем в банк сотрудников в эпоху ИИ.

Соискатели создавали и апгрейдили резюме с помощью ИИ ещё в 2024-м. Более того — можно было запросить у LLM-ки резюме под конкретную вакансию, чтобы на идеального кандидата точно обратили внимание.

Правда, модель периодически галлюцинировала — но это легко было увидеть. Ну или путала похожие термины — а это уже не каждый мог понять. Жаль, что было мало понимающих…

Например, есть дата-сайенс-аналитики, аналитики отчётности, бизнес-аналитики и аналитики в бизнесе. Это очень разные профессии, даже две последние. И чат-джипити мог для аналитика в бизнесе подтянуть описание бизнес-аналитика. Было бы смешно, если бы сотрудникам HR-отдела не приходилось тратить драгоценные рабочие секунды на не особо хитрых промптеров.

Подтверждение навыков

К 2035-му у проблемы появилось решение: теперь айтишники активнее всего добавляют в резюме подтверждения навыков от работодателей и коллег. Резюме без подтверждений от других людей автоматически уезжают в конец очереди. Поэтому соискатели подтверждают навыки, чтобы получать офферы. Некоторые площадки с работой даже запретили составлять резюме без подтверждений.

Подтверждения стали валютой найма: чем больше людей гарантирует твои навыки, тем проще найти интересную работу с приятной зарплатой. Классическое резюме больше не нужно разработчику и для того, чтобы устроиться к нам на работу. Эйчару куда проще будет взглянуть на красноречивые списки подтверждённых навыков.

Как водится, на каждую метрику находят абуз. Схема достаточно проста — чёрный рынок подтверждений. А на абуз своя контратака: ИИ вычисляет, какие узлы сети раскидывают аномально много подтверждений. А недобросовестные узлы маскируются под множества мелких узлов, где каждый аккаунт подтверждает в разумных количествах…

AI-анализ видеовизиток

У нас работа кипит, нет времени ждать, пока закончится эта вечная борьба меча и брони. Мы адаптировали старый уровень проверки — видеовизитки. Это ролики, где соискатель минут 10 отвечает нам на типовые вопросы. Отклики на сайтах с резюме и на нашем карьерном сайте без свежей визитки мы не рассматриваем.

Нововведение, как обычно, в том, что теперь визитки отсматривают сначала не наши эйчары, а ИИ. Алгоритм, наученный миллионами примеров, считывает компетенции, в основном софтовые, но и хардовые тоже — по реакциям на соответствующие вопросы. ИИ анализирует, как разработчик говорит, презентует себя, жестикулирует.

Поиск работы

Как и этап составления резюме, поиск вакансий и кандидатов у нас тоже полагается на ИИ.

AI-фильтрация соискателей

В двадцатые годы одной из HR-проблем была чрезмерная популярность площадок с поиском работы. На одну вакансию могла упасть тысяча откликов. Сопоставить каждое сопроводительное и каждое резюме с требованиями вакансии малореально даже для нашего большого эйчар-отдела. Даже опытные специалисты порой хотели плюнуть на площадки и пойти искать контакты через знакомых или в тематических чатах: как раз человек 10–15 отзовётся, можно будет всех нормально рассмотреть.

К 2035-му проблема ушла в историю. Не нужно быть дата-сайентистом: нажатием встроенной в интерфейс кнопки наш сотрудник-эйчар оставляет от тысячи откликов только подходящие под требования.

Не мы одни в выигрыше от точного мэтчинга вакансий и резюме. Соискатели тоже могут не копаться в сотнях вакансий. Достаточно активировать резюме — выпадут только подходящие предложения. И сгенерируются первые драфты сопроводительных писем, куда ИИ подгрузит релевантные кейсы из резюме.

Обратная сторона удобства — возрос успех обманщиков. Раньше фейковое резюме с фейковыми навыками становилось одним из тысячи и с высокой вероятностью наш сотрудник его просто не читал. Сейчас успешный читер сразу запрыгивает в избранный круг — несколько десятков резюме, которые пройдут ИИ-барьер и попадут к человеку.

AI-собеседование

Но даже несколько десятков собеседований заняли бы у рекрутера в лучшем случае полную рабочую неделю. А ведь есть другие дела, новые отклики, остальные этапы найма… Поэтому собеседования тоже отдали ИИ почти сразу после того, как это стало возможно технически.

Как и в случае с видеовизитками, ИИ оценивает не только содержание интервью, но и поведение кандидата: как у тебя напрягаются мышцы лица, как собеседник краснеет, бледнеет, напрягает спину. Из этого видно, насколько он действительно владеет навыками, которые заявил.

В какой-то момент истории соискатели обходили считывание эмоций и недостаток знаний, выставляя на AI-собеседование вместо себя свой сгенерированный ИИ-аватар с обширной базой данных и высокоранговой мимикой.

Однако AI-собеседования стали совершеннее. Безопасники в крупных компаниях (среди них были и мы) разобрали подобные инциденты, теперь перед интервью компании требуют подтверждать личность. Самые недоверчивые (среди них нас нет) — проводят интервью только в собственных комнатах с видеокамерами, куда соискателям нужно приходить.

Цель AI-собеседования — прежде всего отсеять всех неподходящих кандидатов. С подходящими будет общаться уже наш рекрутер-человек и выбирать из них наиболее подходящего.

Расчёт дружности команд

Порой человек с отличным резюме превосходно проходит собеседование, но не вписывается в команду. Такие случаи бывали и у нас. До AI-эпохи это было проблемой и для команды, и для соискателя, который мог пройти все этапы, устроиться на работу — а потом вскоре уволиться одним днём. Сейчас эйчары в ГПБ внедрили третий этап трудоустройства, так называемый мэтчинг.

Для каждой команды в банке ИИ создаёт усреднённый психологический профиль. Такой же профиль он собирает для кандидата из всех доступных данных. И сопоставляет эти профили, чтобы проверить, насколько новый сотрудник подойдёт.

Не всегда AI-мэтчинг работает идеально. Но, во-первых, явно лучше, чем раньше, а во-вторых, каждый допущенный мисмэтч — материал для дообучения алгоритма.

Последствия внедрения AI в HR

Служба психологической помощи пострадавшим от действий искусственного интеллекта

Возможно, в 2024-м такая вывеска на двери одного из офисных кабинетов выглядела бы шуткой. Но к 2035-му человечество накопило большой опыт взаимодействия с ИИ. И этот опыт зачастую сопряжён с бессилием и отчаянием, ведь искусственный интеллект не способен понять тебя по-настоящему, так, как другой человек. Ты регулярно упираешься в то, что перед тобой не собеседник, а имитация, пусть даже идеальная.

Ситуация усугубляется тем, что ИИ плотно обложен этическими параметрами: он не должен ругаться, злиться, давать плохие советы, должен, наоборот, поддерживать. Намерения-то благие, вот только всё это лишь подчёркивает, что ИИ — не живой.

Так что у нас в ГПБ работает штатный психолог, готовый помочь каждому пострадавшему от ИИ разработчика, — это не шутка.

AI против выгорания

Выгорание старых сотрудников — одна из основных причин, по которой нужны новые. Поэтому предотвращать выгорание — один из приоритетов нашего HR-отдела.

Мы, как и другие компании, и раньше отслеживали выгорание — обычно по опросам-360, раз в год, два раза. Метрика не самая точная: люди ошибаются, иногда скрывают трудности из страха увольнения. А опрос легко может прийтись на особенно удачный или феноменально неудачный день. Банально опросы до отпуска и после дадут два разных портрета одного и того же человека.

AI-опросы бьют по всем недостаткам разом. Опросы можно делать хоть раз в неделю — замеряем динамику. Недооценка и переоценка проблем тоже сглаживается, когда опросы регулярные. А обман ИИ уже научился вычислять по языку тела.

Ещё значительное искажение вносили совестливые сотрудники, которые не хотели нагружать коллегу-человека своими проблемами. Как в чёрной шутке, где на могильном камне написано: «Я чуть-чуть полежу, и всё пройдёт».

Как раз с этими ребятами ИИ особенно эффективен. Искусственный интеллект нагружать проблемами не стыдно, поэтому работники охотно делятся с ним наболевшим. А чтобы не переставали делиться — руководство не видит конкретных жалоб, только AI-саммари: такой-то сотрудник удовлетворён работой на 42%, рекомендую расспросить, как улучшить его условия.

ИИ — корпоративный коуч

Быстро выяснилось, что даже наши регулярные опросы сами по себе снижают выгорание. Люди чувствуют: начальству их состояние небезразлично. Просто раньше начальники физически не могли интересоваться каждым сотрудником часто, а теперь, когда есть продвинутый ИИ, могут и интересуются.

К 2035 году хорошие результаты в этом направлении побудили нас развить в компании функционал опрашивающих ИИ до механических коучей. Ассистент владеет основами КПТ, и мы активно призываем всех сотрудников с ним общаться. Смысл жизни ИИ не объяснит, но выслушает, поймёт и проконсультирует, как действовать, чтобы решать проблемы, адаптироваться и чувствовать себя лучше на рабочем месте.

На пороге AI-эпохи

Вернёмся в 2024-й. Пока что ИИ не захватил всё и вся. Но, пожалуй, для повсеместного внедрения это самая перспективная технология.

Благодаря ИИ айти приходит в новые области. Не только в высокотехнологичные, о которых рассказали наши авторы. ИИ поможет вычислять эффективность дальнобойщиков в грузовиках и шаурмистов в палатках.

Возможно, озвученные в статье прогнозы не сбудутся. Так бывает: 2015-й миновал, а у нас нет ни аэробордов, ни одежды, автоматически подгоняющейся под размер. Читатели из 2035-го скажут: вот же наивные у них были представления!

Возможно (и более вероятно), прогнозы сбудутся, но позже 2035-го. Одна на первый взгляд малозначимая нерешаемая мелочь способна затянуть прогресс на десятилетия. Вероятный кандидат — проблема обучения моделей: когда большинство данных будет сгенерировано, как исказится генерация, основанная на результатах предыдущих генераций?

Если у вас другой взгляд на ИИ в 2035 году — есть уникальная возможность проверить, кто прав. Делитесь в комментариях своими предсказаниями. В 2035-м мы снова откроем эту статью и посмотрим, чья взяла.

А самые яркие и интересные предсказания мы (с вашей помощью) разовьём, опубликуем на Хабре — и нарисуем по их мотивам комиксы.

Источник

  • 10.08.25 03:54 KEVIN3

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  • 10.08.25 23:28 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

  • 10.08.25 23:29 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

  • 11.08.25 10:33 Morris Jason

    HIRE A REPUTABLE RECOVERY FIRM THAT HELPED ME RETRIEVE MY LOST INVESTMENT FUNDS : THE HACK ANGELS If you’re lost your Bitcoin to scammers, and you’re searching for trustworthy recovery services, getting in touch with THE HACK ANGELS is the only way to get your Bitcoin back. After losing my Bitcoin investments. I was determined to find a solution. I began by researching online and found several recovery services claiming to retrieve lost Bitcoin. However, most of these services turned out to be scams themselves. I thought I’d never see my funds again. It was then that I came across THE HACK ANGELS. A reputable Bitcoin recovery expert with a proven track record of retrieving lost Funds. I reached out to him, and he responded promptly, explaining the process of recovering my lost Bitcoin. They provide essential guidance on protecting digital assets, recognizing cyber threats and using effective security practices to prevent future incidents. Great communication and a successful outcome, when it comes to bitcoins recovery, quick contact THE HACK ANGELS RECOVERY EXPERT WhatsApp +1(520)2 0 0-2 3 2 0 Email at [email protected] Website at www.thehackangels.com If you're in London, you can even visit them in person at their office located at 45-46 Red Lion Street, London WC1R 4PF, UK. Don’t hesitate to reach out if you need help! And ready to reclaim what's rightfully yours?

  • 11.08.25 10:33 Morris Jason

    HIRE A REPUTABLE RECOVERY FIRM THAT HELPED ME RETRIEVE MY LOST INVESTMENT FUNDS : THE HACK ANGELS If you’re lost your Bitcoin to scammers, and you’re searching for trustworthy recovery services, getting in touch with THE HACK ANGELS is the only way to get your Bitcoin back. After losing my Bitcoin investments. I was determined to find a solution. I began by researching online and found several recovery services claiming to retrieve lost Bitcoin. However, most of these services turned out to be scams themselves. I thought I’d never see my funds again. It was then that I came across THE HACK ANGELS. A reputable Bitcoin recovery expert with a proven track record of retrieving lost Funds. I reached out to him, and he responded promptly, explaining the process of recovering my lost Bitcoin. They provide essential guidance on protecting digital assets, recognizing cyber threats and using effective security practices to prevent future incidents. Great communication and a successful outcome, when it comes to bitcoins recovery, quick contact THE HACK ANGELS RECOVERY EXPERT WhatsApp +1(520)2 0 0-2 3 2 0 Email at [email protected] Website at www.thehackangels.com If you're in London, you can even visit them in person at their office located at 45-46 Red Lion Street, London WC1R 4PF, UK. Don’t hesitate to reach out if you need help! And ready to reclaim what's rightfully yours?

  • 11.08.25 10:34 Morris Jason

    HIRE A REPUTABLE RECOVERY FIRM THAT HELPED ME RETRIEVE MY LOST INVESTMENT FUNDS : THE HACK ANGELS If you’re lost your Bitcoin to scammers, and you’re searching for trustworthy recovery services, getting in touch with THE HACK ANGELS is the only way to get your Bitcoin back. After losing my Bitcoin investments. I was determined to find a solution. I began by researching online and found several recovery services claiming to retrieve lost Bitcoin. However, most of these services turned out to be scams themselves. I thought I’d never see my funds again. It was then that I came across THE HACK ANGELS. A reputable Bitcoin recovery expert with a proven track record of retrieving lost Funds. I reached out to him, and he responded promptly, explaining the process of recovering my lost Bitcoin. They provide essential guidance on protecting digital assets, recognizing cyber threats and using effective security practices to prevent future incidents. Great communication and a successful outcome, when it comes to bitcoins recovery, quick contact THE HACK ANGELS RECOVERY EXPERT WhatsApp +1(520)2 0 0-2 3 2 0 Email at [email protected] Website at www.thehackangels.com If you're in London, you can even visit them in person at their office located at 45-46 Red Lion Street, London WC1R 4PF, UK. Don’t hesitate to reach out if you need help! And ready to reclaim what's rightfully yours?

  • 11.08.25 10:34 Morris Jason

    HIRE A REPUTABLE RECOVERY FIRM THAT HELPED ME RETRIEVE MY LOST INVESTMENT FUNDS : THE HACK ANGELS If you’re lost your Bitcoin to scammers, and you’re searching for trustworthy recovery services, getting in touch with THE HACK ANGELS is the only way to get your Bitcoin back. After losing my Bitcoin investments. I was determined to find a solution. I began by researching online and found several recovery services claiming to retrieve lost Bitcoin. However, most of these services turned out to be scams themselves. I thought I’d never see my funds again. It was then that I came across THE HACK ANGELS. A reputable Bitcoin recovery expert with a proven track record of retrieving lost Funds. I reached out to him, and he responded promptly, explaining the process of recovering my lost Bitcoin. They provide essential guidance on protecting digital assets, recognizing cyber threats and using effective security practices to prevent future incidents. Great communication and a successful outcome, when it comes to bitcoins recovery, quick contact THE HACK ANGELS RECOVERY EXPERT WhatsApp +1(520)2 0 0-2 3 2 0 Email at [email protected] Website at www.thehackangels.com If you're in London, you can even visit them in person at their office located at 45-46 Red Lion Street, London WC1R 4PF, UK. Don’t hesitate to reach out if you need help! And ready to reclaim what's rightfully yours?

  • 11.08.25 11:35 Dennisblaq

    Hi everyone, I'm an entrepreneur, and when I learned about cryptocurrencies and how they potentially triple my income, I was excited to invest. I hope this message finds the correct audience. On the internet, I came across someone who assured me of exceptionally significant returns on my investment. I was readily persuaded by this man's seeming wisdom. I quickly discovered that this cryptocurrency was a hoax and that I was unable to withdraw my money after making a substantial investment. My business was in tatters, and I owed money.Fortunately for me, a pop-up regarding cryptocurrency recovery and cybersecurity specialists that could help me get all of my money back appeared when seeking for help on the internet. This organization, WIZARD JAMES RECOVERY, is a cyber security and cryptocurrency recovery firm that helped me get my investment money back. I sincerely appreciate their assistance and heartily endorse them to anyone in need of cryptocurrency recovery. The following is their contact information: E - M A I L: [email protected] W H A T S A P P: (+ 44 741 836 7204)

  • 11.08.25 13:05 alaincharlotte5

    RECLAIM CRYPTO LOSS: HIRE META TECH RECOVERY PRO TO RECOVER LOST ASSET BACK. The adage "all that glitters is not gold" proved a harsh reality I recently encountered. The digital realm of cryptocurrency investments and exchange platforms is not immune to deception. My pursuit of cryptocurrency investments led me to a seemingly legitimate site, complete with convincing investor testimonials touting successful withdrawals. Unbeknownst to me, it was an elaborate scheme. I invested $210,000.00 worth of cryptocurrency across multiple wallets, as directed by the scammers. Initially, the process mirrored typical modern investments, but my withdrawal requests were met with evasiveness and silence. This represented my entire life savings, accumulated through years of dedicated work, now vanished in an instant. Refusing to accept defeat, I sought assistance from METATECH-RECOVERYPRO, which facilitated a successful recovery. Their process was remarkably efficient. They meticulously traced my lost funds back to the perpetrators, and within a short timeframe, the recovered assets were returned to my bank account. Without this exceptional recovery team, which offered support when all hope seemed lost, my situation would have been dire. To initiate your recovery, I strongly advise sending a detailed email ([email protected]) of your task, outlining your specific circumstances. Ask (META TECH RECOVERY PRO) for help via: Telegram:@metatechrecoveryproteam W/S +1 (469) 692‑8049 thank you.

  • 11.08.25 13:05 alaincharlotte5

    RECLAIM CRYPTO LOSS: HIRE META TECH RECOVERY PRO TO RECOVER LOST ASSET BACK. The adage "all that glitters is not gold" proved a harsh reality I recently encountered. The digital realm of cryptocurrency investments and exchange platforms is not immune to deception. My pursuit of cryptocurrency investments led me to a seemingly legitimate site, complete with convincing investor testimonials touting successful withdrawals. Unbeknownst to me, it was an elaborate scheme. I invested $210,000.00 worth of cryptocurrency across multiple wallets, as directed by the scammers. Initially, the process mirrored typical modern investments, but my withdrawal requests were met with evasiveness and silence. This represented my entire life savings, accumulated through years of dedicated work, now vanished in an instant. Refusing to accept defeat, I sought assistance from METATECH-RECOVERYPRO, which facilitated a successful recovery. Their process was remarkably efficient. They meticulously traced my lost funds back to the perpetrators, and within a short timeframe, the recovered assets were returned to my bank account. Without this exceptional recovery team, which offered support when all hope seemed lost, my situation would have been dire. To initiate your recovery, I strongly advise sending a detailed email ([email protected]) of your task, outlining your specific circumstances. Ask (META TECH RECOVERY PRO) for help via: Telegram:@metatechrecoveryproteam W/S +1 (469) 692‑8049 thank you.

  • 11.08.25 13:05 alaincharlotte5

    RECLAIM CRYPTO LOSS: HIRE META TECH RECOVERY PRO TO RECOVER LOST ASSET BACK. The adage "all that glitters is not gold" proved a harsh reality I recently encountered. The digital realm of cryptocurrency investments and exchange platforms is not immune to deception. My pursuit of cryptocurrency investments led me to a seemingly legitimate site, complete with convincing investor testimonials touting successful withdrawals. Unbeknownst to me, it was an elaborate scheme. I invested $210,000.00 worth of cryptocurrency across multiple wallets, as directed by the scammers. Initially, the process mirrored typical modern investments, but my withdrawal requests were met with evasiveness and silence. This represented my entire life savings, accumulated through years of dedicated work, now vanished in an instant. Refusing to accept defeat, I sought assistance from METATECH-RECOVERYPRO, which facilitated a successful recovery. Their process was remarkably efficient. They meticulously traced my lost funds back to the perpetrators, and within a short timeframe, the recovered assets were returned to my bank account. Without this exceptional recovery team, which offered support when all hope seemed lost, my situation would have been dire. To initiate your recovery, I strongly advise sending a detailed email ([email protected]) of your task, outlining your specific circumstances. Ask (META TECH RECOVERY PRO) for help via: Telegram:@metatechrecoveryproteam W/S +1 (469) 692‑8049 thank you.

  • 11.08.25 17:49 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

  • 11.08.25 17:49 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

  • 11.08.25 17:49 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

  • 11.08.25 19:46 KEVIN3

    HOW I RECOVER MY LOST FUNDS AFTER INVESTING Exercise extreme caution when dealing with this company. They scammed me $800,000 out of my money and even gained unauthorized access to my banking information, which severely impacted my financial well-being. I had initially approached them with the hope of improving my life through investment, but instead, I was deceived. This company should be thoroughly investigated and shut down to prevent further harm. Fortunately, I was able to recover my funds thanks to Mrs. Rose. Although I was initially hesitant and unsure about contacting her, I decided to take the risk and I’m so glad I did. You can reach her via telegram 📱(@RoseCyberHives) and email rosecryptorecovery@gmail. com With the help of her skilled team of cybersecurity professionals and cryptocurrency experts, I was able to recover my lost funds quickly and with minimal stress, a sharp contrast to my previous experience. If you’ve been scammed or are in a similar situation, I highly recommend reaching out to her for assistance. via telegram 📱 (@RoseCyberHives) rosecryptorecovery@gmail. com

  • 11.08.25 20:06 KEVIN3

    HOW I RECOVER MY LOST FUNDS AFTER INVESTING Exercise extreme caution when dealing with this company. They scammed me $800,000 out of my money and even gained unauthorized access to my banking information, which severely impacted my financial well-being. I had initially approached them with the hope of improving my life through investment, but instead, I was deceived. This company should be thoroughly investigated and shut down to prevent further harm. Fortunately, I was able to recover my funds thanks to Mrs. Rose. Although I was initially hesitant and unsure about contacting her, I decided to take the risk and I’m so glad I did. You can reach her via telegram 📱(@RoseCyberHives) and email rosecryptorecovery@gmail. com With the help of her skilled team of cybersecurity professionals and cryptocurrency experts, I was able to recover my lost funds quickly and with minimal stress, a sharp contrast to my previous experience. If you’ve been scammed or are in a similar situation, I highly recommend reaching out to her for assistance. via telegram 📱 (@RoseCyberHives) rosecryptorecovery@gmail. com

  • 12.08.25 02:43 michaeldavenport218

    I was recently scammed out of $53,000 by a fraudulent Bitcoin investment scheme, which added significant stress to my already difficult health issues, as I was also facing cancer surgery expenses. Desperate to recover my funds, I spent hours researching and consulting other victims, which led me to discover the excellent reputation of Capital Crypto Recover, I came across a Google post It was only after spending many hours researching and asking other victims for advice that I discovered Capital Crypto Recovery’s stellar reputation. I decided to contact them because of their successful recovery record and encouraging client testimonials. I had no idea that this would be the pivotal moment in my fight against cryptocurrency theft. Thanks to their expert team, I was able to recover my lost cryptocurrency back. The process was intricate, but Capital Crypto Recovery's commitment to utilizing the latest technology ensured a successful outcome. I highly recommend their services to anyone who has fallen victim to cryptocurrency fraud. For assistance contact [email protected] and on Telegram OR Call Number +1 (336)390-6684 via email: [email protected] you can visit his website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 12.08.25 02:43 michaeldavenport218

    I was recently scammed out of $53,000 by a fraudulent Bitcoin investment scheme, which added significant stress to my already difficult health issues, as I was also facing cancer surgery expenses. Desperate to recover my funds, I spent hours researching and consulting other victims, which led me to discover the excellent reputation of Capital Crypto Recover, I came across a Google post It was only after spending many hours researching and asking other victims for advice that I discovered Capital Crypto Recovery’s stellar reputation. I decided to contact them because of their successful recovery record and encouraging client testimonials. I had no idea that this would be the pivotal moment in my fight against cryptocurrency theft. Thanks to their expert team, I was able to recover my lost cryptocurrency back. The process was intricate, but Capital Crypto Recovery's commitment to utilizing the latest technology ensured a successful outcome. I highly recommend their services to anyone who has fallen victim to cryptocurrency fraud. For assistance contact [email protected] and on Telegram OR Call Number +1 (336)390-6684 via email: [email protected] you can visit his website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 12.08.25 02:43 michaeldavenport218

    I was recently scammed out of $53,000 by a fraudulent Bitcoin investment scheme, which added significant stress to my already difficult health issues, as I was also facing cancer surgery expenses. Desperate to recover my funds, I spent hours researching and consulting other victims, which led me to discover the excellent reputation of Capital Crypto Recover, I came across a Google post It was only after spending many hours researching and asking other victims for advice that I discovered Capital Crypto Recovery’s stellar reputation. I decided to contact them because of their successful recovery record and encouraging client testimonials. I had no idea that this would be the pivotal moment in my fight against cryptocurrency theft. Thanks to their expert team, I was able to recover my lost cryptocurrency back. The process was intricate, but Capital Crypto Recovery's commitment to utilizing the latest technology ensured a successful outcome. I highly recommend their services to anyone who has fallen victim to cryptocurrency fraud. For assistance contact [email protected] and on Telegram OR Call Number +1 (336)390-6684 via email: [email protected] you can visit his website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 12.08.25 16:48 ahmed11

    It takes a team to recover lost money from scams. Recovery professionals locate stolen money by using their expertise. The best course of action is advised by legal professionals. This helps you get your money back. Identifying warning indicators is a crucial lesson learned from frauds. Promises of large, fast, risk-free profits should be avoided. They may put pressure on you to make an investment right away. For assistance avoiding frauds in the future, get in touch with Marie. She can also help you retrieve your misplaced Bitcoin. You can reach her on Telegram at @Marie_consultancy or via email at [email protected]. Also, you can use WhatsApp at +1 7127594675.

  • 12.08.25 17:13 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

  • 12.08.25 17:13 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

  • 12.08.25 18:44 edinavida027

    CRYPTO TRACING AND RECOVERY: HIRE A LEGITIMATE RECOVERY EXPERT" CONTACT RAPID DIGITAL RECOVERY

  • 12.08.25 18:44 edinavida027

    A recruiter named Emma Zhang reached out to me on LinkedIn regarding an intriguing job opportunity that piqued my interest. She presented a position for a Crypto Security Specialist with a Coinbase-certified firm. Her profile appeared legitimate, boasting over 1200 connections and numerous endorsements from industry professionals that seemed authentic. The offer was enticing: a salary of $180,000 plus bonuses, all disbursed in Bitcoin. The recruiter promptly sent me an email from a seemingly official domain , which closely resembled Coinbase's actual email addresses. It felt like an incredible opportunity. However, there was a stipulation: to qualify for the position, I needed to confirm that I possessed at least 4 BTC. This requirement struck me as peculiar but not entirely implausible, given the nature of the role. At that moment, I had sufficient BTC to meet the demand, so I decided to proceed. The HR representative directed me to a portal that closely mimicked Coinbase's official interface. It was convincing enough that I didn’t hesitate to log in and complete the necessary steps. Unfortunately, that was where everything began to unravel. I was instructed to send a verification deposit of 1 BTC to confirm my ownership. Since everything appeared legitimate, I complied without hesitation. However, the moment I transferred the BTC, an unsettling feeling washed over me. The following day, I noticed that the remaining 3 BTC in my wallet began to vanish. My heart sank as I realized something was terribly amiss. I immediately attempted to reach out to both the HR representative and the company, but my efforts were met with silence. Upon checking the LinkedIn profiles of Emma Zhang and her team, I discovered they had mysteriously vanished. I was left with nothing no job offer, no recruiter, and no Bitcoin. I turned to the internet in search of solutions. That’s when I stumbled upon RAPID DIGITAL RECOVERY, a company specializing in Bitcoin recovery. I contacted them, and they assured me they could assist in recovering my lost funds. After a tense and arduous process, they successfully retrieved my stolen BTC. The relief I felt was indescribable, and I am profoundly grateful to RAPID DIGITAL RECOVERY for their expertise and unwavering support. CONTACT INFO BELOW Email: rapid digital recovery (@) execs. com Telegram: htt ps: // t. me/ Rapid digital recovery519 WhatSapp: +1 4 1 4 8 0 7 1 4 8 5

  • 12.08.25 19:15 vallatjosette

    Fortunately, my luck changed when I encountered Wizard Hilton Cyber Tech. Their expertise and dedication to helping victims of cryptocurrency scams are truly remarkable. They worked tirelessly to track down the scammers and recover my lost crypto coins.Email : wizardhiltoncybertech ( @ ) gmail (. ) com     OR support ( @ ) wizardhiltoncybertech (.) com

  • 12.08.25 23:07 babatunde162

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  • 13.08.25 06:11 tyler231

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  • 13.08.25 07:01 Morris Jason

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  • 13.08.25 07:01 Morris Jason

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  • 13.08.25 07:01 Morris Jason

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  • 13.08.25 08:26 Morris Jason

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  • 13.08.25 08:27 Morris Jason

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  • 13.08.25 08:27 Morris Jason

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  • 13.08.25 10:37 babatunde162

    Since Marie is an expert in recovering lost or stolen USDT, bitcoin, or any other cryptocurrency from fraudulent investment platforms, I suggest them for this task. You will receive your money back in full. I can confidently state this at this time because of my previous transaction with them: she was the only one who successfully returned $52,760 of my lost funds to my account. Her contact information is [email protected], and her telegram handle is @Marie_consultancy or +1 7127594675. Because they are the only ones that can completely return your lost money to your account without taking any money out, I truly appreciate what they do and am suggesting her to you today. Afterward, thank you.

  • 13.08.25 13:15 Bartlevi

    Sylvester showcased remarkable talent. He brought back over $610,000 in crypto. This felt like a massive win. His help went beyond this first success. He worked hard to get back more lost money. He stayed in touch all the time. He kept me in the loop. The whole process was very honest. There were no hidden fees or tricky ways. My money went straight to my crypto account. The transfer was easy. Sylvester Bryant is the most honest recovery agent I know. If you're in a similar spot, contact him now. You can email Sylvester at yt7cracker@gmail. com. Or reach him on WhatsApp at +1 (512) 577-7957. Don't give up hope. Sylvester can find your stolen money. He did it for me. You can get your money back. Sylvester Bryant will help you recover your funds.

  • 13.08.25 14:23 Morris Jason

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  • 13.08.25 14:23 Morris Jason

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  • 13.08.25 19:46 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

  • 13.08.25 19:46 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

  • 13.08.25 19:46 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

  • 13.08.25 19:50 babatunde162

    When it comes to recovering lost or stolen bitcoin, USDT, or any other cryptocurrency from fraudulent investment platforms, I suggest Marie because they are highly skilled in the field and will return all of your money. Based on my previous transaction with them, I can state with confidence that she was the only one who successfully returned $52,760 of my lost funds to my account. Her email address is [email protected], and her telegram handle is @Marie_consultancy, or her WhatsApp number is +1 7127594675. I truly appreciate their work and am suggesting her to you today because they are the only ones who can completely return your missing money to your account without any deductions.

  • 14.08.25 00:20 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

  • 14.08.25 00:20 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

  • 14.08.25 17:47 Joanne Ruth

    The innovative company Captain Jack Recovery was created to address the challenges associated with recovering cryptocurrency assets.  A group of seasoned professionals with backgrounds in offshore legal solutions, asset recovery, crypto intelligence, and crypto investigations founded Captain Jack Recovery.  For people and companies who have been the victims of bitcoin fraud or theft, his goal is to offer complete recovery options. Conatc address ([email protected])

  • 14.08.25 18:27 lisared

    Losing nearly 500,000 USDT to hackers was one of the most devastating experience of my life. I felt powerless as my hard-earned assets vanished into anonymous blockchain transactions until I found Agent Jasmine Lopez. Her deep expertise, tireless effort, and unwavering focus gave me hope and delivered results. She traced complex transactions, pursued every lead, and recovered a large portion of my stolen funds something I never thought possible. If you’ve lost digital assets, don’t give up. Contact her at recoveryfundprovider [AT] gmail [DOT] com Whats//App at +{44 736-644-5035}. She turned my nightmare into a recovery story, and she could do the same for you

  • 14.08.25 19:23 Joanne Ruth

    The innovative company Captain Jack Recovery was created to address the challenges associated with recovering cryptocurrency assets.  A group of seasoned professionals with backgrounds in offshore legal solutions, asset recovery, crypto intelligence, and crypto investigations founded Captain Jack Recovery.  For people and companies who have been the victims of bitcoin fraud or theft, his goal is to offer complete recovery options. Conatc address ([email protected])

  • 14.08.25 21:49 Rickbayford

    If you need to recover cryptocurrency that has been lost to wallet hackers, internet scammers, or BTC transferred to the wrong address, I suggest Wizard James Recovery, a very trustworthy recovery organization. Just by sending my case to the Expert and supplying the necessary data, Wizard James Recovery was able to help me recover my Bitcoin. I'm glad I was able to recover this much after losing even more to the fraudulent broker I initially put my belief in. Errors are unavoidable, thus we can never be careful enough. If you have lost money to cryptocurrency scams, I strongly advise getting in touch with Wizard James Recovery. Mail: ([email protected])

  • 15.08.25 03:10 KEVIN3

    HOW I RECOVER MY LOST FUNDS AFTER INVESTING Exercise extreme caution when dealing with this company. They scammed me $800,000 out of my money and even gained unauthorized access to my banking information, which severely impacted my financial well-being. I had initially approached them with the hope of improving my life through investment, but instead, I was deceived. This company should be thoroughly investigated and shut down to prevent further harm. Fortunately, I was able to recover my funds thanks to Mrs. Rose. Although I was initially hesitant and unsure about contacting her, I decided to take the risk and I’m so glad I did. You can reach her via telegram (@RoseCyberHives) and email rosecryptorecovery@gmail. com With the help of her skilled team of cybersecurity professionals and cryptocurrency experts, I was able to recover my lost funds quickly and with minimal stress, a sharp contrast to my previous experience. If you’ve been scammed or are in a similar situation, I highly recommend reaching out to her for assistance. via telegram (@RoseCyberHives) rosecryptorecovery@gmail. com

  • 15.08.25 04:59 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

  • 15.08.25 04:59 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

  • 15.08.25 04:59 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

  • 15.08.25 04:59 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

  • 15.08.25 09:13 eva117

    Recovery experts and legal experts work together to get back stolen money. They use special skills to find and retrieve assets. This teamwork improves your chances of success. Learning to spot scam warnings is key. Look out for promises of big returns with no risk. Be wary of pressure to invest fast. Contact Marie at [email protected], Telegram @Marie_consultancy, or WhatsApp +1 7127594675. She can help you avoid future scams and recover lost bitcoin

  • 15.08.25 13:27 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

  • 15.08.25 13:27 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

  • 15.08.25 20:26 caitlinfedex

    After my wife passed, I found myself lonely and searching for connection. I joined a senior living forum just to talk with others my age to share stories, maybe feel a little less isolated. That’s where I met a man who claimed to be helping retirees like me manage their savings with cryptocurrency. He spoke warmly and convincingly about a retirement care fund that guaranteed lifetime monthly payouts. He said it was specifically designed for people in my stage of life safe secure and backed by health organizations. He gained my trust over weeks of conversation. We spoke daily. He called me by name asked about my late wife, and remembered little details about my life. I believed he genuinely cared. Eventually, I transferred $200000 in USDT the majority of my retirement savings, into the wallet address he provided. That was the last time I heard from him. The forum profile vanished. His phone number stopped working. No response to emails. I was stunned. I couldn’t believe I had been tricked. I didn’t know who to turn to. I felt ashamed and foolish. At my age recovering from a financial loss like this is nearly impossible.My relative stepped in. They searched online for solutions and found TRUST GEEKS HACK EXPERT. I was skeptical at first but they insisted we give them a chance. From the moment we contacted them they treated me with respect patience and genuine concern. Their team didn’t speak in technical riddles. They explained every step. They used blockchain analysis tools to trace the movement of my funds through several addresses.It turned out the wallet was linked to a scam platform. TRUST GEEKS HACK EXPERT worked directly with the USDT issuer and coordinated with relevant platforms to freeze the funds before they were fully laundered.In just two weeks they managed to recover $155000 in USDT.The money helped yes but it was more than that. I no longer felt powerless. I had been taken advantage of but I wasn’t alone in the fight. Thanks to TRUST GEEKS HACK EXPERT I got back not only a large part of my savings but also peace of mind a sense of dignity and hope for the future. If you ever find yourself in such situation I encourage you to contact TRUST GEEKS HACK EXPERT Email.trustgeekshackexpert{At}fastservice{Dot}com — Telegram:: Trustgeekshackexpert & W h a t's A p p  +1 7 1 9 4 9 2 2 6 9 3

  • 15.08.25 20:27 caitlinfedex

    After my wife passed, I found myself lonely and searching for connection. I joined a senior living forum just to talk with others my age to share stories, maybe feel a little less isolated. That’s where I met a man who claimed to be helping retirees like me manage their savings with cryptocurrency. He spoke warmly and convincingly about a retirement care fund that guaranteed lifetime monthly payouts. He said it was specifically designed for people in my stage of life safe secure and backed by health organizations. He gained my trust over weeks of conversation. We spoke daily. He called me by name asked about my late wife, and remembered little details about my life. I believed he genuinely cared. Eventually, I transferred $200000 in USDT the majority of my retirement savings, into the wallet address he provided. That was the last time I heard from him. The forum profile vanished. His phone number stopped working. No response to emails. I was stunned. I couldn’t believe I had been tricked. I didn’t know who to turn to. I felt ashamed and foolish. At my age recovering from a financial loss like this is nearly impossible.My relative stepped in. They searched online for solutions and found TRUST GEEKS HACK EXPERT. I was skeptical at first but they insisted we give them a chance. From the moment we contacted them they treated me with respect patience and genuine concern. Their team didn’t speak in technical riddles. They explained every step. They used blockchain analysis tools to trace the movement of my funds through several addresses.It turned out the wallet was linked to a scam platform. TRUST GEEKS HACK EXPERT worked directly with the USDT issuer and coordinated with relevant platforms to freeze the funds before they were fully laundered.In just two weeks they managed to recover $155000 in USDT.The money helped yes but it was more than that. I no longer felt powerless. I had been taken advantage of but I wasn’t alone in the fight. Thanks to TRUST GEEKS HACK EXPERT I got back not only a large part of my savings but also peace of mind a sense of dignity and hope for the future. If you ever find yourself in such situation I encourage you to contact TRUST GEEKS HACK EXPERT Email.trustgeekshackexpert{At}fastservice{Dot}com — Telegram:: Trustgeekshackexpert & W h a t's A p p  +1 7 1 9 4 9 2 2 6 9 3

  • 15.08.25 21:04 vallatjosette

    My Wild Ride: How a Wizard Hilton Cyber Tech Helped Me Recover Lost Bitcoin of 103,000 It all started when I had the misfortune of misplacing the digital wallet containing my substantial cryptocurrency holdings - a staggering 103,000 bitcoins. I had amassed this sizable fortune over the years through strategic investments and careful trading, but in a moment of carelessness, the private keys to my digital wallet had vanished. Panic set in as I grappled with the gravity of my situation - those bitcoins, worth millions at the time, were effectively lost to the ether, inaccessible and seemingly unrecoverable. Just when I had resigned myself to the devastating financial blow, a chance encounter with a self-proclaimed "digital wizard" Wizard Hilton Cyber Tech presented a glimmer of hope. This enigmatic individual, who operated in the shadowy corners of the crypto underworld, claimed to possess the arcane knowledge and skills necessary to retrieve my lost digital wealth. Intrigued and desperate, I put my skepticism aside and entrusted this mysterious wizard with the task. What followed was a wild, suspenseful journey into the depths of blockchain technology and cryptography, as the wizard navigated complex algorithms, exploited vulnerabilities, and pieced together the puzzle of my missing private keys. After days of intense effort, Wizard Hilton Cyber Tech emerged triumphant, having successfully recovered the entirety of my 103,000 bitcoin stash. The sheer relief and elation I felt in that moment was indescribable, as I regained access to my small digital fortune and was able to secure my financial future. This harrowing experience taught me the invaluable lesson of never taking the security of my cryptocurrency holdings for granted, and the importance of always maintaining the utmost diligence when it comes to protecting one's digital wealth. Email: wizardhiltoncybertech ( @ ) gmail (. ) com     OR support ( @ ) wizardhiltoncybertech (.) com WhatsApp number  +18737715701 Thanks.

  • 16.08.25 06:53 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

  • 16.08.25 06:53 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

  • 16.08.25 06:53 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

  • 16.08.25 07:01 lisared

    Losing nearly 500,000 USDT to hackers was one of the most devastating experience of my life. I felt powerless as my hard-earned assets vanished into anonymous blockchain transactions until I found Agent Jasmine Lopez. Her deep expertise, tireless effort, and unwavering focus gave me hope and delivered results. She traced complex transactions, pursued every lead, and recovered a large portion of my stolen funds something I never thought possible. If you’ve lost digital assets, don’t give up. Contact Recoveryfundprovider@gmail. com WhatsApp at +{44 736-644-5035}. She turned my nightmare into a recovery story, and she could do the same for you.

  • 16.08.25 17:05 mark

    I see a lot of recommendations online and it’s already obvious there are bad eggs online who will only add to your mystery. I can only recommend one and you can reach them via mail on (zattechrecovery @ gmail c0 m ) if you need help on recovering what you lost to scammers.

  • 17.08.25 03:33 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

  • 17.08.25 03:33 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

  • 17.08.25 05:22 aveasley4

    I’m a California resident who was contacted by someone named “Lin” on WhatsApp. Our conversation eventually turned to cryptocurrency investments. Lin introduced me to a trading platform called CBOTBIT (https://cbotbit.com), walked me through setting up an account, and guided me on transferring funds. Under Lin’s direction, I began trading and was led to believe that my account was growing significantly. However, when I attempted to withdraw my funds, I was unable to do so — and shortly after, the website went offline entirely. I had invested over $340,000 in Bitcoin, planning to use it for my retirement. The experience was devastating, and I was at a loss for what to do next. Eventually, I came across [email protected] and decided to reach out. I followed their instructions, and within a few days, I was able to recover my original investment. I'm incredibly relieved and grateful for their assistance, and I recommend contacting them if you’re in a similar situation and need help recovering lost funds.

  • 17.08.25 17:49 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

  • 17.08.25 17:49 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

  • 17.08.25 17:49 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

  • 18.08.25 21:10 Connorhelms

    I can honestly say losing my bitcoin savings was one of the darkest moments of my life. I had put everything I could into that investment, believing it would secure my future, only to wake up one day and realize the platform had vanished with all my funds. The feeling was indescribable, fear, shame, and helplessness all at once. I thought I’d never see that money again. Then I came across Alpha Spy Nest. At first, I was hesitant, I had already been deceived once, and the thought of trusting anyone else terrified me. But something about their professionalism and the way they patiently explained things gave me a little hope. For the first time in weeks, I felt like I wasn’t completely alone in the fight. They listened to my story without judgment, broke down the technical side in a way I could understand, and reassured me that there was still a chance. Watching them work was incredible. They traced every transaction, uncovered where my bitcoin had been moved, and kept me updated through every stage. It felt like they cared as much about my recovery as I did. The day they told me they had successfully recovered my lost savings, I actually cried. Seeing those funds back in my wallet felt unreal, it was like a huge weight had been lifted off my shoulders. Beyond just recovering my bitcoin, Alpha Spy Nest gave me back my peace of mind and restored a trust I thought I had lost forever. I’m forever grateful to them. If I hadn’t found Alpha Spy Nest, I’d still be stuck in regret and despair. Instead, I now share my story as proof that recovery is possible. You can also reach out to them via: Email: [email protected], WhatsApp: +15132924878‬, Telegram: https://t.me/Alphaspynest, Website: www.alphaspynest.org

  • 18.08.25 22:17 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

  • 18.08.25 22:17 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

  • 19.08.25 02:26 Jacksonbash

    You are not alone if you have had your bitcoins taken from your wallet or if you invested in an initial coin offering (ICO) that was a scam. I experienced the same thing. I first lost $173,000 to a fraudulent investment scam company in less than five months. I was able to get all of my money in five days thanks to a hacker my friend recommended. In order to raise awareness about these cryptocurrency criminals and do my part to minimize the number of victims, I'm speaking out. To report a victim, simply send an email to [email protected].

  • 19.08.25 18:15 keith

    RECOVER FROM CRYPTO SCAMS WITH THE HELP OF BONES RECOVERY BITCOIN EXPERT If someone needs to recover cryptocurrency that has been lost to wallet hackers, internet scammers, or BTC transferred to the wrong address, I suggest BONES RECOVERY BITCOIN, a very trustworthy recovery organization . Simply presenting my case to the expert and supplying the necessary data allowed BONES RECOVERY BITCOIN to assist me in recovering my Bitcoin. It's a relief that I recovered this much after losing considerably more to the fraudulent broker I initially put my trust in. Because we will inevitably make mistakes, we can never be diligent enough. If you have lost money to cryptocurrency scams, I strongly advise getting in touch with BONES RECOVERY BITCOIN. Contact address WhatsApp....‪+1-60-621-024-64‬ Email [email protected]

  • 19.08.25 18:54 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

  • 19.08.25 18:54 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

  • 19.08.25 18:54 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

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  • 20.08.25 17:00 lisared

    Few months ago I experienced one of the most devastating moments of my life €300k was stolen by hackers . When my money was stolen I felt hopeless, until I was introduced to Agent Jasmine Lopez her expertise and dedication gave me peace of mind. She skillfully traced complex transactions and tracked down the scammers, which would have been impossible for me to do on my own. Thanks to her tireless efforts, I was able to recover a significant portion of my lost funds. If you've fallen victim of hackers, I highly recommend reaching out to her. You can contact her via email at Recoveryfundprovider@gmail. com WhatsApp at +{44 736-644-5035}. Her attention to detail and commitment to her work are truly impressive. Don't hesitate to reach out her expertise could be the key to recovering your lost funds.

  • 20.08.25 20:42 vallatjosette

    My Wild Ride: How a Wizard Hilton Cyber Tech Helped Me Recover Lost Bitcoin of 103,000 It all started when I had the misfortune of misplacing the digital wallet containing my substantial cryptocurrency holdings - a staggering 103,000 bitcoins. I had amassed this sizable fortune over the years through strategic investments and careful trading, but in a moment of carelessness, the private keys to my digital wallet had vanished. Panic set in as I grappled with the gravity of my situation - those bitcoins, worth millions at the time, were effectively lost to the ether, inaccessible and seemingly unrecoverable. Just when I had resigned myself to the devastating financial blow, a chance encounter with a self-proclaimed "digital wizard" Wizard Hilton Cyber Tech presented a glimmer of hope. This enigmatic individual, who operated in the shadowy corners of the crypto underworld, claimed to possess the arcane knowledge and skills necessary to retrieve my lost digital wealth. Intrigued and desperate, I put my skepticism aside and entrusted this mysterious wizard with the task. What followed was a wild, suspenseful journey into the depths of blockchain technology and cryptography, as the wizard navigated complex algorithms, exploited vulnerabilities, and pieced together the puzzle of my missing private keys. After days of intense effort, Wizard Hilton Cyber Tech emerged triumphant, having successfully recovered the entirety of my 103,000 bitcoin stash. The sheer relief and elation I felt in that moment was indescribable, as I regained access to my small digital fortune and was able to secure my financial future. This harrowing experience taught me the invaluable lesson of never taking the security of my cryptocurrency holdings for granted, and the importance of always maintaining the utmost diligence when it comes to protecting one's digital wealth. Email: wizardhiltoncybertech ( @ ) gmail (. ) com     OR support ( @ ) wizardhiltoncybertech (.) com WhatsApp number  +18737715701 Thanks.

  • 21.08.25 01:54 michaeldavenport218

    I was recently scammed out of $53,000 by a fraudulent Bitcoin investment scheme, which added significant stress to my already difficult health issues, as I was also facing cancer surgery expenses. Desperate to recover my funds, I spent hours researching and consulting other victims, which led me to discover the excellent reputation of Capital Crypto Recover, I came across a Google post It was only after spending many hours researching and asking other victims for advice that I discovered Capital Crypto Recovery’s stellar reputation. I decided to contact them because of their successful recovery record and encouraging client testimonials. I had no idea that this would be the pivotal moment in my fight against cryptocurrency theft. Thanks to their expert team, I was able to recover my lost cryptocurrency back. The process was intricate, but Capital Crypto Recovery's commitment to utilizing the latest technology ensured a successful outcome. I highly recommend their services to anyone who has fallen victim to cryptocurrency fraud. For assistance contact [email protected] and on Telegram OR Call Number +1 (336)390-6684 via email: [email protected] you can visit his website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 21.08.25 01:54 michaeldavenport218

    I was recently scammed out of $53,000 by a fraudulent Bitcoin investment scheme, which added significant stress to my already difficult health issues, as I was also facing cancer surgery expenses. Desperate to recover my funds, I spent hours researching and consulting other victims, which led me to discover the excellent reputation of Capital Crypto Recover, I came across a Google post It was only after spending many hours researching and asking other victims for advice that I discovered Capital Crypto Recovery’s stellar reputation. I decided to contact them because of their successful recovery record and encouraging client testimonials. I had no idea that this would be the pivotal moment in my fight against cryptocurrency theft. Thanks to their expert team, I was able to recover my lost cryptocurrency back. The process was intricate, but Capital Crypto Recovery's commitment to utilizing the latest technology ensured a successful outcome. I highly recommend their services to anyone who has fallen victim to cryptocurrency fraud. For assistance contact [email protected] and on Telegram OR Call Number +1 (336)390-6684 via email: [email protected] you can visit his website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 21.08.25 01:54 michaeldavenport218

    I was recently scammed out of $53,000 by a fraudulent Bitcoin investment scheme, which added significant stress to my already difficult health issues, as I was also facing cancer surgery expenses. Desperate to recover my funds, I spent hours researching and consulting other victims, which led me to discover the excellent reputation of Capital Crypto Recover, I came across a Google post It was only after spending many hours researching and asking other victims for advice that I discovered Capital Crypto Recovery’s stellar reputation. I decided to contact them because of their successful recovery record and encouraging client testimonials. I had no idea that this would be the pivotal moment in my fight against cryptocurrency theft. Thanks to their expert team, I was able to recover my lost cryptocurrency back. The process was intricate, but Capital Crypto Recovery's commitment to utilizing the latest technology ensured a successful outcome. I highly recommend their services to anyone who has fallen victim to cryptocurrency fraud. For assistance contact [email protected] and on Telegram OR Call Number +1 (336)390-6684 via email: [email protected] you can visit his website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 21.08.25 14:56 elainemurray

    E.M.A.I.L. [email protected] W.h.a.t.s.A.p.p. +1(561)(726)(3697) It all began with an Instagram advertisement. A man presented himself as a cryptocurrency investment coach, showcasing a luxurious lifestyle and screenshots of substantial profits. He claimed his trading algorithm could double any investment in a week. Curious, I decided to reach out to him. He said the minimum investment was $50,000 and sent me a link to a platform that looked legitimate. At first, everything seemed promising. My balance increased steadily, charts showed growth, and I felt excited. When I tried to withdraw the money, the system blocked the transaction and demanded a release fee of $15,000. I paid it, but my account was soon marked under review, and the coach stopped responding. I realised I had been scammed. Desperate, I turned to Techy Force Cyber Retrieval. From the first consultation, they carefully reviewed my case and assured me the funds could be traced. They explained how they would track the wallet addresses and follow the path of the stolen money. Their clear guidance made me feel confident. Over the next few weeks, Techy Force Cyber Retrieval kept me updated on every step. They traced the transactions. Their persistence and expertise were obvious, and I could see real progress. Even when the process felt slow, Techy Force Cyber Retrieval maintained clear communication. They explained each action and why it mattered. Their careful attention made the ordeal manageable and reassuring. A month later, thanks to Techy Force Cyber Retrieval, I was able to recover 80% of my money and have it safely returned to my bank account. Relief and gratitude overwhelmed me. What started as a tempting opportunity had turned into a stressful ordeal, but Techy Force Cyber Retrieval transformed it into a successful resolution.

  • 21.08.25 21:17 monte5757

    I went through one of the most painful experiences of my life I lost over $850,000 to scammers. They had no mercy,things got so bad that I even sold some of my properties just to keep up with their demands. At one point, I felt completely hopeless and trapped. But everything changed when I came across a legit recovery agent who actually helped me recover my funds and return them safely to my wallet. It was like getting my life back. If you’ve ever been scammed, please don’t give up. Reach out to Recoveryfundprovider [at] gmail [dot] com WhatsApp at +{44 736-644-5035}.she’s professional, reliable, and truly knows how to get results. I’m genuinely grateful I found her, and I believe you’ll thank me later too.

  • 22.08.25 08:00 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

  • 22.08.25 08:00 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

  • 22.08.25 08:00 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

  • 05:11 ramiroalcazar

    A hacker skillfully impersonated one of our clients’ trusted suppliers and manipulated their finance department into transferring $180,000 worth of Bitcoin. The request appeared authentic, reinforced by falsified documents and meticulously crafted communication that mirrored the supplier’s established style. By the time the company uncovered the deception, the funds had already been funneled through numerous digital wallets. When they appealed to their bank for assistance, they were told recovery was impossible since cryptocurrency transactions are irreversible. The company suddenly faced the prospect of financial ruin. Confronted with this devastating loss, the client sought a specialized solution and turned to Techy Force Cyber Retrieval. From the initial consultation, our team demonstrated that hope remained. Unlike the bank, which dismissed their plea, Techy Force Cyber Retrieval meticulously analyzed every aspect of the fraud and assured the client that our blockchain specialists had the tools to trace and potentially reclaim the stolen assets. Our investigation began with a comprehensive audit of the fraudulent transactions. Using advanced blockchain forensics, Techy Force Cyber Retrieval’s analysts traced the stolen Bitcoin across a labyrinth of wallets and exchanges. Every development was documented with precision, and regular updates were delivered to the client, ensuring transparency and trust. This combination of technical mastery and clear communication provided reassurance during an otherwise overwhelming crisis. After persistent tracking and strategic intervention, Techy Force Cyber Retrieval achieved a remarkable outcome. From the original $180,000 that had been siphoned away, our team successfully recovered the equivalent of $160,000 in USDT. This restitution enabled the company to meet payroll obligations, stabilize its operations, and avert what had seemed like an inevitable collapse. What distinguished Techy Force Cyber Retrieval in the eyes of the client was not only our technical expertise but also our dedication and professionalism. We approached the case with urgency, maintained open communication at every stage, and treated the recovery effort with the utmost seriousness. At a moment when the client felt powerless, Techy Force Cyber Retrieval restored both their assets and their confidence. Now, victims of cryptocurrency fraud do not have to accept total loss. With the right expertise, recovery is achievable. Techy Force Cyber Retrieval stands as proof that even in situations deemed hopeless, we can deliver tangible results and provide businesses and individuals with a genuine second chance. CONSULT TECHY FORCE CYBER RETRIEVAL FOR A GREAT SOLUTION RECOVERY......... WHATSAPP.......... +15617263697 WEBSITE......... https://techyforcecyberretrieval.com

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