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OpenAI закрывают Sora, MiniMax обучает сама себя, Nvidia ставит на Миру Мурати: главные события марта в ИИ

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Обычно к середине весны рабочий ритм устаканивается, превращаясь в привычную череду тасков, созвонов и коммитов. Единственное, что мешает этой стабильности — регулярные апдейты технологий, которые вынуждают снова обновлять свой набор инструментов. Этот месяц не стал исключением: OpenAI выпустили GPT-5.4 с нативным доступом к компьютеру, Google ответили шустрой Gemini 3.1 Flash-Lite, а Anthropic дали Claude еще больше свободы на рабочем столе.

Но одними обновлениями чат-ботов дело не ограничилось. В этом выпуске рассказываем, как Google сделали эмбеддинги мультимодальными, действительно ли MiniMax M2.7 участвовал в собственной разработке и чем Claude удивил самого Дональда Кнута. А на десерт — традиционная подборка новых утилит и свежих исследований. Давайте вместе смотреть, что принес нам март!

Навигация

Свежие релизы

Новости индустрии

Полезные инструменты

Исследования на почитать

Заключение

Свежие релизы

OpenAI

GPT-5.3 Instant: меньше морали и галлюцинаций

В OpenAI наконец прислушались к фидбэку пользователей про GPT-5.2. Они признали, что модель порой вела себя как инструктор по технике безопасности: длинные вступления про границы допустимого, моральные оговорки там, где их никто не просил. В новой версии GPT-5.3 Instant такую манеру убрали — чат-бот реже отказывает там, где отказ не нужен, и просто отвечает по существу, что, казалось бы, и должен делать чат-бот. Заодно почистили словарный запас от фраз в духе «остановись и выдохни» — в блогпосте OpenAI сами написали, что это «выглядело кринжово».

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Работу с веб-поиском тоже попытались привести в достойное состояние. В первую очередь улучшили синтез ответов — раньше модель могла вывалить список ссылок вместо связного анализа, теперь она лучше сочетает найденное со своими знаниями, выдавая более осмысленный контекст без лишней воды. По внутренним оценкам OpenAI, галлюцинации снизились на 26,8% при работе с вебом и на 19,7% без него. Погонять обновку уже можно в чате и API. Что касается прошлой 5.2, ее тихонько отправили доживать свой век в раздел Legacy, где она просуществует до июня 2026 года.

GPT‑5.4: computer use и агентная инфраструктура

Следом на арену выпустили GPT-5.4 Thinking и ее старшую версию Pro — модели, заточенные под сложные агентные сценарии. Это первые модели OpenAI с нативным computer use. Не через отдельный инструмент, а встроенно — модели могут самостоятельно кликать по интерфейсам, вводить текст и работать в браузере через библиотеки вроде Playwright. На OSWorld-Verified результат 75% против 47,3% у GPT-5.2 и выше человеческого порога в 72,4%.

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А вот что действительно выглядит полезным — это новый механизм Tool Search в API. Если раньше при работе с обширным набором инструментов приходилось скармливать модели все определения функций прямо в промпте и сжигать на этом десятки тысяч токенов, то теперь бот получает лишь краткую сводку доступных инструментов. Полное описание функции подтягивается в контекст только в момент ее реального вызова. На тесте с 36 MCP-серверами потребление токенов упало на 47% при том же качестве. Контекстное окно расширили до 1 млн токенов, пока экспериментально в Codex.

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В веб-интерфейсе ChatGPT тоже появились приятные мелочи: модель теперь заранее показывает план своих рассуждений, чтобы вы могли в случае чего наставить ее на путь истинный, не дожидаясь конца генерации. Но за возросшие возможности придется платить: базовая GPT-5.4 стоит $2,50 за миллион токенов на вход и $15 на выход, а версия Pro обойдется в суровые $30 и $180 соответственно. В OpenAI, конечно, успокаивают, что благодаря улучшенной логике и тому же Tool Search вы будете тратить меньше токенов в целом. Охотно верим, но кошельки все равно готовим.

GPT-5.4 mini и nano: меньше, быстрее, дешевле

Вслед за флагманом OpenAI выпустили два младших варианта — mini и nano. Логика здесь понятная: не каждая задача требует полной мощности GPT-5.4, а гонять тяжелую модель там, где достаточно легкой — накладно и медленно.

Версия mini позиционируется как золотая середина. На бенчмарке SWE-bench Pro она выдает 54,4% (почти догоняя старшую 5.4 с ее 57,7%), но при этом работает в два раза быстрее и стоит $0,75 на вход и $4,50 на выход. Идеальный кандидат на роль подмастерья в агентных системах: пока большая модель планирует архитектуру, mini параллельно шуршит по файлам и ищет нужные куски кода. Для совсем же простых задач вроде классификации или извлечения данных выпустили ультрабюджетную nano ($0,20/$1,25 за миллион токенов).

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Версия mini уже доступна в API, Codex и чате, а nano, в свою очередь, только через API.

ChatGPT for Excel: больше никаких мучений с формулами

Теперь и у ChatGPT есть свой for Excel. Это полноценная надстройка, которая живет прямо внутри таблиц и работает на базе GPT-5.4. Модель умеет читать структуру документа, понимает зависимости между ячейками и может самостоятельно писать или обновлять формулы по текстовому запросу.

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Заявлено, что бот может собрать финансовую модель с нуля, подтянуть данные и даже объяснить, почему поехала вон та итоговая цифра на третьем листе. Чтобы не натворить дел в корпоративных отчетах, перед каждым изменением ИИ спрашивает разрешения, а все действия можно откатить. Параллельно добавили интеграции с Moody's, Dow Jones Factiva, MSCI и рядом других поставщиков финансовых данных — чтобы не переключаться между источниками вручную. Пока бета, пока только США, Канада и Австралия, и пока только для Business, Enterprise и платных планов. ChatGPT для Google Sheets обещают следом.

Codex Security: агент для поиска уязвимостей

Когда-то это был внутренний проект под кодовым названием Aardvark — теперь OpenAI открыли его всем как Codex Security, агента для поиска уязвимостей в коде. Идея в том, чтобы не просто запускать статический анализатор, а строить контекст: система изучает репозиторий, генерирует кастомную модель угроз под конкретный проект и ищет уязвимости уже с пониманием того, что и как в нем работает. Находки по возможности валидируются в изолированной среде — чтобы отличить реальную проблему от теоретической. За 30 дней бета-тестирования агент просканировал больше 1,2 миллиона коммитов, выявив 792 критические и 10 561 высокоприоритетную находку.

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Из показательных примеров: по ходу бета-теста удалось снизить количество ложных срабатываний (false positives) на 50%, а уровень «шума» в некоторых репозиториях упал на 84%. OpenAI также используют Codex Security для сканирования опенсорсных проектов, на которые сами же опираются, и уже передали данные об уязвимостях мейнтейнерам OpenSSH, GnuTLS, PHP, Chromium и ряда других — 14 CVE уже получили официальные идентификаторы. Сейчас инструмент в research preview, бесплатно на первый месяц для Pro, Enterprise, Business и Edu, а для мейнтейнеров крупных открытых проектов обещают сделать отдельную программу поддержки с бесплатным доступом.

Anthropic

Перенос памяти в Claude через CTRL+C, CTRL+V

В связи с ростом популярности на фоне событий с Пентагоном, Anthropic решили снизить порог перехода на Claude для тех, кто не хочет начинать общение с чистого листа. Механика простая донельзя: вам дают готовый промпт, вы вставляете его в ChatGPT или любой другой сервис, получаете выгрузку всего, что там про вас накоплено, и вставляете результат в настройки памяти Claude.

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Технически это не интеграция и не API — просто хорошо составленный запрос на экспорт данных. Работает ровно настолько, насколько честно другая модель хранит и отдает свои воспоминания о вас. Но окажется ли выгрузка полной на практике — вопрос открытый.

К слову, Google оперативно подсуетились и выпустили аналогичную функцию. Работает так же через промпт, который можно найти в настройках.

Code Review в Claude Code: ревью без пропусков

Anthropic запустили Code Review для Claude Code — систему автоматического ревью pull request'ов с помощью команды агентов. Когда открывается PR, несколько агентов параллельно разбирают диф в контексте всей кодовой базы: ищут баги, верифицируют находки в изолированной среде, чтобы отсеять ложные срабатывания, ранжируют по критичности — и выдают один сводный комментарий плюс инлайн-замечания по конкретным строкам.

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Если верить создателям, на внутренних тестах Anthropic доля PR, получивших реальные замечания, выросла с 16% до 54%, при этом специалисты соглашаются с ИИ в 99% случаев. В качестве примера приводят кейс, где бот отловил однострочное изменение в продакшн-сервисе, которое сломало бы аутентификацию, а ответственный за это дело инженер потом признал, что сам бы не заметил.

Есть и честный минус, который Anthropic сами же и называют: это дорого. Среднее ревью обходится в $15–$25 и занимает около 20 минут — стоимость масштабируется с размером PR. Для команд с высоким темпом коммитов и режимом «ревью на каждый пуш» счет может расти быстро. Пока в research preview для Team и Enterprise, с настройкой через CLAUDE.md и отдельный REVIEW.md под правила конкретного репозитория.

Claude Cowork: ваш компьютер теперь в заложниках (ради вашего же блага)

Anthropic продолжают развивать свою, пожалуй, самую смелую фичу — Computer Use. Теперь ИИ получает полноценный доступ к вашему рабочему столу в приложениях Claude Cowork и Claude Code. Идея в том, что если у агента нет готовой API-интеграции (например, для Slack или Google Calendar), он не сдается, а просто берет виртуальную мышку, открывает браузер, кликает по кнопкам и делает все сам. Никакой сложной настройки — просто дали права и пошли пить кофе.

Чтобы фича заиграла новыми красками, ее скрестили с недавно выпущенной функцией Dispatch. Теперь вы можете ехать в метро, вспомнить про недоделанный пулл-реквест, написать об этом в приложении на телефоне, и Claude на вашем оставленном дома компьютере сам откроет IDE, прогонит тесты и оформит PR. Звучит, конечно, как магия, но разработчики честно предупреждают: технология пока местами сыровата. Сложные задачи порой требуют второго захода, да и работа через экран заведомо медленнее прямых интеграций.

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Вопросы безопасности тоже стоят остро. Отдавать ИИ полный контроль — затея для сильных духом, поэтому Anthropic внедрили автоматическое сканирование на предмет prompt injection, чтобы злоумышленник через левый сайт не заставил бота снести вам систему. Некоторые приложения закрыты для ИИ по умолчанию, а сам процесс всегда можно прервать кнопкой «Стоп». Пока фича доступна только для пользователей macOS на тарифах Pro и Max.

Google

Gemini 3.1 Flash-Lite: дешевле, быстрее и с рубильником для размышлений

Google тоже не остались в стороне от гонки бюджетных моделей и выпустили Gemini 3.1 Flash-Lite, самую быструю и дешевую модель в линейке Gemini 3. За $0,25 на вход и $1,50 на выход за миллион токенов разработчики получают модель, которая, по заявлениям Google, обходит прошлую версию 2.5 Flash и по качеству, и по скорости: время до первого токена (TTFT) сократилось в 2,5 раза, а общая скорость вывода выросла на 45%.

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На бенчмарках тоже все красиво: 1432 Elo на LMArena и внушительные 86,9% на GPQA Diamond. Но куда интереснее то, что в AI Studio и Vertex AI для этой модели завезли настраиваемый уровень мышления (thinking levels). Это значит, что вы можете сами решать, где модели нужно дешево и быстро отфильтровать спам или перевести большие массивы текста, а где — потратить чуть больше ресурсов на генерацию сложного дашборда или парсинг запутанной инструкции. Уже доступно в режиме preview в AI Studio и Vertex AI.

Gemini Embedding 2: один вектор для всего

Если вы когда-нибудь пытались строить RAG-системы или поиск по смешанным данным, то знаете, какая это боль — плодить отдельные пайплайны для текста, картинок и аудио, а потом пытаться все это склеить. Google решили эту проблему на архитектурном уровне, выпустив Gemini Embedding 2 — свою первую нативно мультимодальную модель эмбеддингов.

Она берет текст (до 8192 токенов), картинки (до 6 штук за раз), видео (до 2 минут) и даже сырое аудио без промежуточной транскрипции, и укладывает все это в единое векторное пространство. Более того, модель понимает чередующийся контент, так что в одном запросе можно передать картинку вперемешку с текстом, и она уловит контекст.

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Для тех, кто переживает за место в базе данных, сохранили поддержку технологии Matryoshka Representation Learning (MRL). Это значит, что дефолтную размерность в 3072 можно динамически ужимать до 1536 или 768 — в зависимости от того, что вам важнее — максимальная точность или экономия места. Модель уже доступна в публичном превью через Gemini API и Vertex AI, и, судя по отзывам ранних тестеров, работает это действительно неплохо.

Lyria 3 Pro: 3 минуты музыки

Не успели мы поиграться с Lyria 3, как спустя месяц Google выпустили Pro-версию новинки. Главное новшество — увеличение длины треков до 3 минут и появление «структурной осознанности». Если раньше ИИ генерировал звуковой поток по настроению, то теперь модель понимает концепцию куплетов, припевов, интро и бриджей. Можно прямо в промпте расписать тайминг и переходы, собирая композицию как конструктор.

Google активно раскатывают новинку по всей своей экосистеме. Разработчики получили доступ к модели через AI Studio, Gemini API и корпоративный Vertex AI. Для простых смертных Lyria 3 Pro интегрировали в платную версию чат-бота Gemini и в гугловское приложение для создания видео Vids, чтобы генерировать фоновую музыку для презентаций, не отходя от кассы. Также движок подключили к свежему коллаборативному инструменту ProducerAI.

Gemini 3.1 Flash Live: ИИ-голос, который понимает ваши вздохи

Но на музыке Google решили не останавливаться. Компания выпустила Gemini 3.1 Flash Live — модель, заточенную под голосовое взаимодействие в реальном времени. Главный упор сделали на способность ИИ адекватно реагировать на хаос человеческой речи. В Google утверждают, что новая модель научилась улавливать акустические нюансы вроде высоты тона и темпа речи. Если вы начнете нервничать или путаться в словах, бот должен динамически подстроить свой тон, а не продолжать монотонно зачитывать ответ, как робот из колл-центра.

В подкрепление своих слов разработчики выкатили метрики: на бенчмарке ComplexFuncBench Audio, который тестирует многошаговые вызовы функций с различными ограничениями, модель набирает 90,8%.

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На Scale AI's Audio MultiChallenge — 36,1% в режиме thinking. Этот бенчмарк специально проверяет, как модель справляется со сложными инструкциями и долгими задачами в условиях реального голосового общения — с паузами, перебиваниями и сменой темы. Для рядовых пользователей это означает более быстрый отклик и контекст разговора, который держится вдвое дольше.

Microsoft

Phi-4-reasoning-vision-15B: компактная модель с избирательным мышлением

Microsoft продолжают гнуть свою линию с серией Phi: меньше параметров, больше здравого смысла в архитектурных решениях. На этот раз выпустили мультимодальную Phi-4-reasoning-vision-15B — модель, которая умеет работать с текстом, изображениями, документами и интерфейсами и при этом влезает в скромное железо. Она обучалась всего на 200 миллиардах мультимодальных токенов против триллиона с лишним у сопоставимых конкурентов вроде Qwen и Kimi-VL.

Обзор архитектуры модели. Источник изображения
Обзор архитектуры модели. Источник изображения

С технической точки зрения тут много интересного. Инженеры Microsoft провели масштабный ресерч архитектур визуальных энкодеров и выяснили, что методы нарезки изображений вроде популярного Dynamic S2 проигрывают нативно динамическому разрешению. В итоге выбор пал на энкодер SigLIP-2 (вариант Naflex), который динамически адаптирует количество патчей под исходник. Разница особенно заметна на высокодетализированных интерфейсах — на ScreenSpot-Pro Dynamic S2 дает 9,4%, тогда как Naflex с расширенным лимитом токенов добирается до 17,5%.

Второй важный момент — подход к ризонингу. Разработчики не стали заставлять модель «думать» над каждым запросом. Вместо этого они замешали датасет в пропорции 80/20: 80% данных (распознавание текста, простые вопросы по картинке) тренируют модель отвечать сразу, а 20% (математика, наука, сложные графики) содержат цепочки рассуждений. В итоге модель сама решает, когда нужно развернуть мысль на абзац, а когда — просто выдать ответ, экономя время и токены. Ну а если она ошиблась с выбором режима, пользователь может принудительно дернуть рубильник через специальные токены <think> и <nothink>. Модель уже доступна на HuggingFace и Microsoft Foundry под пермиссивной лицензией.

MAI-Image-2: обновление генеративной модели Microsoft

Подразделение Microsoft AI (MAI) тоже не сидит без дела и выпускает новую версию своей генеративной линейки — MAI-Image-2.

Помимо улучшенного фотореализма кожи и освещения, упор сделан на адекватный рендеринг типографики — классический набор болей, который мучает генераторы изображений последние пару лет. Модель научили стабильно генерировать читабельный текст: от вывесок на заднем плане до полноценных инфографик, меню кафе и постеров со сложной версткой. В Microsoft заявляют, что модель уже ворвалась в топ-3 на Arena.ai, потеснив старичков.

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Пощупать генератор можно в MAI Playground, а скоро он начнет расползаться по экосистеме и появится в API для разработчиков на Microsoft Foundry. Заодно компания похвасталась, что уже запустила свой новый кластер на базе Nvidia GB200, так что недостатка в вычислительных мощностях для следующих поколений явно не предвидится.

Mistral

Mistral Small 4: один за всех и все за одного

У Mistral накопилось несколько специализированных моделей — Magistral для рассуждений, Pixtral для мультимодальных задач, Devstral для агентного кодинга. Держать зоопарк и каждый раз выбирать нужную — неудобно, поэтому все это объединили в одну Small 4. Архитектурно это MoE на 128 экспертах с 4 активными на токен, 119B параметров суммарно и 6B активных при инференсе, контекстное окно 256к. Модель принимает текст и изображения, что для Small-класса само по себе редкость.

Интереснее всего — параметр reasoning_effort. При значении none модель ведет себя как обычный чат-ассистент с низкой латентностью, при high — разворачивает полноценный chain-of-thought в духе Magistral. На практике это означает, что одну и ту же модель можно использовать и для быстрых ответов, и для сложного ризонинга, просто меняя один параметр в запросе. На LiveCodeBench Small 4 с reasoning обходит GPT-OSS 120B, производя при этом на 20% меньше токенов — что в масштабе реально влияет на стоимость инференса. Модель выходит под Apache 2.0 и уже доступна на HuggingFace, в API Mistral и через NVIDIA NIM.

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Mistral Forge: корпоративный конструктор моделей

Параллельно Mistral запустили Forge — платформу для обучения моделей на внутренних корпоративных данных. Идея не новая: вместо того чтобы пытаться запихнуть всю внутреннюю документацию в контекст через RAG, можно обучить модель на ней напрямую — через pretraining, post-training и RL под конкретные политики и процессы компании. На выходе получается модель, которая знает внутренний словарь, понимает специфику workflows и принимает решения в рамках операционных ограничений, а не общих предположений.

Среди уже заявленных партнеров — ASML, Ericsson, Европейское космическое агентство и несколько оборонных структур Сингапура. Словом, аудитория у системы серьезная и с высокими требованиями к безопасности и комплаенсу. Публичных технических деталей о самой платформе пока минимум, так что оценивать здесь, по большому счёту, нечего — ждем кейсов.

MiniMax M2.7: самостоятельная модель

Китайский стартап MiniMax выкатил модель M2.7, которая (если верить их отчету) всерьез занялась саморазвитием. Главная фишка релиза — глубокая интеграция агентных механик и способность модели самостоятельно дописывать себе «обвязку» (harness) для улучшения результатов.

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В качестве иллюстрации MiniMax приводят классный кейс: они заставили M2.7 участвовать в 22 соревнованиях по машинному обучению на базе бенчмарка MLE Bench Lite. Модели дали простую петлю обратной связи: она писала код, запускала обучение, анализировала логи, ругала сама себя в markdown-файле за ошибки и шла на следующий круг оптимизации. За 24 часа автономной работы на одной GPU A30 агент набил 9 золотых медалей, показав средний винрейт 66,6% (на уровне Gemini-3.1) и совсем немного уступив флагманским Opus-4.6 и GPT-5.4.

Но куда интереснее ее поведение в дикой природе. Разработчики утверждают, что натравливали M2.7 на падающий продакшен: модель сама сопоставляла метрики мониторинга с таймлайном деплоя, лезла в базу данных проверять гипотезы, находила пропущенные миграции индексов и даже догадывалась создать индекс в неблокирующем режиме (чтобы не положить базу окончательно), прежде чем кидать пулл-реквест.

Помимо кодинга, в модель нативно зашили поддержку Agent Teams — мультиагентного взаимодействия, где разные ИИ-роли могут спорить друг с другом ради лучшего результата.

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Этот подход отлично ложится на сложную рутину: M2.7 научили ковыряться в годовых отчетах, строить финансовые прогнозы в Excel и паковать выводы в шаблоны PowerPoint. На профильном бенчмарке GDPval-AA новинка набрала 1495 Elo, обогнав всех опенсорсных конкурентов, что звучит как серьезная заявка на лидерство среди открытых моделей.

Новости индустрии

Anthropic против Пентагона: второй акт

Эпопея со столкновением этики Anthropic и амбиций американских военных, о которой мы писали в прошлом месяце, переросла в открытую войну. В конце февраля Дональд Трамп публично назвал Anthropic «радикально левой компанией», приказав всем федеральным ведомствам немедленно прекратить использование их технологий. Следом министр обороны Пит Хегсет официально объявил стартап «риском для цепочки поставок», попытавшись отрезать компанию от любых госконтрактов.

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Однако громкие политические заявления тут же разбились о суровую реальность. Как выяснили журналисты WSJ, буквально через несколько часов после официального бана американские военные... продолжили активно использовать Claude во время ударов по Ирану 1 марта. Выяснилось, что ИИ от Anthropic уже глубоко интегрирован в боевые системы через платформу Palantir: модель помогала выбирать цели, выдавать координаты и анализировать результаты ударов в реальном времени. В итоге Пентагону пришлось неловко признать, что вытащить нейросеть из работающих процессов по щелчку пальцев невозможно, и для «изгнанной» компании, скрипя зубами, ввели переходный период в шесть месяцев.

Тем временем конфликт закономерно перешел в юридическую плоскость. В начале марта Anthropic подали в суд на администрацию Трампа, требуя признать статус «угрозы нацбезопасности» незаконным и сфабрикованным. И, судя по первым слушаниям, правосудие пока на стороне разработчиков. Федеральная судья Рита Лин открыто назвала действия Пентагона «тревожными» и больше похожими на попытку «покалечить компанию», чем на реальную защиту государства.

Конкуренты параллельно не теряют времени даром. Сэм Альтман не упустил момент и договорился с Пентагоном — причем, согласно блогпосту, на условия с более жесткими гарантиями, чем у предыдущего соглашения: облачное развертывание, сохраненный safety stack, сотрудники OpenAI в контуре для контроля. По сути OpenAI провели те же самые границы, из-за которых Anthropic попали в немилость. Дарио Амодей, согласно слитым внутренним перепискам, уже окрестил эту сделку «театром безопасности», что выглядит более чем резонно. В общем, запасаемся попкорном и ждем продолжения.

«Cancel ChatGPT»: пользователи голосуют отписками

Как можно догадаться, на OpenAI свалилось много хейта. Однако проблемы с аудиторией у компании начались задолго до скандальной сделки с Пентагоном. Еще в начале года в сети начало набирать обороты движение QuitGPT. Изначально пользователи массово отменяли 20-долларовую подписку Plus из-за банального недовольства качеством свежей GPT-5.2 и излишней водянистости бота. Но вскоре к техническим претензиям добавились политические. Выяснилось, что президент OpenAI Грег Брокман с женой задонатили суммарно $25 млн в MAGA Inc. Трампа. Добавил масла в огонь и тот факт, что иммиграционная полиция (ICE) использует GPT-4 для скрининга резюме на фоне жестких действий агентов службы. Для части американской аудитории это стало триггером, и протест начал приобретать идеологический окрас.

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На эту и без того разгоряченную публику в начале марта упала новость о контракте с Минобороны США. На фоне принципиального отказа Anthropic сотрудничать с военными, согласие Сэма Альтмана выглядело для многих как окончательная «продажа принципов». Реакция пользователей была мгновенной: хештег #CancelChatGPT вырвался в топы X и Reddit, а количество удалений мобильного приложения ChatGPT подскочило на 295% за сутки. Насколько это реально угрожает бизнесу компании с 900 миллионами еженедельных пользователей — вопрос, конечно, отдельный.

Парадоксально или ожидаемо, но главным бенефициаром этой политической драмы стал именно принципиальный Дарио Амодей — на волне бойкота OpenAI приложение Claude впервые вырвалось на первое место в американском App Store, а количество загрузок увеличилось в 20 раз по сравнению с январем.

Инсайдерский трейдинг добрался до OpenAI

На днях стало известно, что OpenAI уволили одного из своих разработчиков за использование конфиденциальной информации для заработка на платформе Polymarket. CEO по приложениям Фиджи Симо сообщила об этом внутри компании, не называя имен.

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Но, судя по анализу платформы Unusual Whales, этот сотрудник был далеко не единственным. Аналитики нашли как минимум 77 сомнительных позиций с 60 криптокошельков, которые подозрительно удачно ставили на даты релизов Sora, GPT-5 и возвращение Сэма Альтмана на пост CEO. Проблема усугубляется тем, что Polymarket не дает комментариев и работает на блокчейне Polygon, что означает анонимность транзакций.

Это первый задокументированный случай увольнения в крупной технологической компании за инсайдерскую торговлю на предсказательных рынках — но вряд ли последний.

Claude Opus 4.6 удивил даже Дональда Кнута

Живая легенда компьютерных наук и автор фундаментального труда «Искусство программирования» Дональд Кнут опубликовал эмоциональное эссе, в котором признался: ему придется пересмотреть свое отношение к генеративному ИИ. Причиной стала математическая задача о направленных гамильтоновых циклах, над которой Кнут безуспешно бился несколько недель для нового тома своей книги. Его друг Филип Стапперс ради эксперимента скормил условие задачи недавно вышедшей модели Claude Opus 4.6. То, что произошло дальше, Кнут назвал «драматическим прорывом в автоматической дедукции».

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Claude провел 31 полноценную «исследовательскую итерацию» и перепробовал все: от DFS-поиска до simulated annealing. Затем модель поняла, что эвристики не работают, переформулировала задачу через «слоевые координаты» (fiber coordinates) и в итоге написала алгоритм на Python, который нашел общее решение для всех нечетных размерностей (m). После всей проведенной работы, Кнут вручную расписал строгое математическое доказательство решения Claude, а другие энтузиасты чуть позже подключили к задаче GPT-5.3-Codex и GPT-5.4 Pro. Первый нашел решение для четных размерностей, второй получил этот алгоритм на вход и самостоятельно написал 14-страничную статью с математическим обоснованием. В конце своего эссе Кнут философски подытожил: «Мы живем в очень интересные времена. [...] Да пребудет с вами сила».

Nvidia больше не хочет «кормить» OpenAI и Anthropic

На недавней конференции Дженсен Хуанг неожиданно заявил, что Nvidia, скорее всего, больше не будет инвестировать в OpenAI и Anthropic. Официальная причина звучит безобидно: обе компании готовятся к IPO в этом году, и «окно возможностей закрывается». Однако на деле всё выглядит как попытка дистанцироваться от токсичных активов. Ранее сделки имели откровенно круговой характер, но в недавнем раунде OpenAI доля Nvidia сжалась с обещанных $100 млрд до «скромных» $30 млрд. Компании просто нет смысла надувать этот пузырь дальше — она и так отлично зарабатывает на железе.

Вторая, куда более веская причина для отступления — репутационные риски. OpenAI и Anthropic сейчас тянут индустрию в полярно разные стороны из-за контрактов с Пентагоном. А если добавить к этому недавнее выступление CEO Anthropic в Давосе, где он сравнил продажу американских чипов в Китай с «продажей ядерного оружия Северной Корее» (прямой камень в огород Nvidia), становится понятно, почему Хуанг решил отойти в сторону.

Энтерпрайз любой ценой

Чтобы не дать Anthropic отхлопать себе слишком большую часть рынка, OpenAI перешли к методам агрессивного маркетинга, предлагая private equity фондам условия, больше похожие на отчаянный подкуп. Идея в том, чтобы создать совместные предприятия с фондами и принудительно внедрить свои ИИ-продукты в сотни портфельных компаний. Чтобы перебить предложения конкурентов, OpenAI включили режим невиданной щедрости: инвесторам предлагают гарантированную минимальную доходность в 17,5% и приоритетный доступ к новым моделям. Anthropic, для сравнения, подобных золотых гор не обещают.

Смысл такой схемы прост: переложить огромные первоначальные затраты на внедрение и кастомизацию моделей на плечи совместных предприятий, чтобы не портить себе отчетность перед IPO. Кроме того, это создает жесткий вендор-лок — если компания интегрировала ИИ в свои процессы, перейти на конкурента будет больно и дорого. Однако не все фонды готовы пойти на такой шаг. Например, гигант Thoma Bravo от участия отказался, резонно отметив, что у подобных затей сомнительный профиль долгосрочной прибыли, а доступ к моделям у них и так есть без заморозки миллиардного капитала.

Nvidia делает ставку на стартап Миры Мурати

Дженсен Хуанг быстро нашел, куда пристроить освободившиеся миллиарды. Nvidia объявили о масштабном партнерстве со стартапом Миры Мурати Thinking Machines Lab. Речь идет о создании вычислительной инфраструктуры гигаваттного масштаба на базе систем следующего поколения Vera Rubin, которые начнут развертывать уже в начале следующего года. При этом Nvidia не просто отгрузят чипы, но и заходят в проект как прямой инвестор.

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Для Миры Мурати это мощный аппаратный буст: получить эксклюзивный доступ к новейшей архитектуре Vera Rubin на старте — это фактически пропуск в высшую лигу без очереди. Для Nvidia же это отличный способ вырастить лояльного чемпиона с нуля.

Откровения перед IPO: OpenAI признала зависимость от Microsoft

OpenAI активно рассылают инвесторам документы (фактически — черновик проспекта к IPO), чтобы дособрать еще $10 млрд сверх недавнего раунда и зафиксировать оценку в $730 млрд. Самое интересное там — раздел с рисками. Компания впервые официально и прямо назвала свою зависимость от Microsoft фундаментальной угрозой. И хотя это стандартная юридическая формулировка, цифры говорят сами за себя: Microsoft владеет 27% коммерческой части OpenAI и предоставляет львиную долю вычислительных мощностей, без которых бизнес Альтмана может рухнуть.

Помимо Microsoft, в проспекте упоминаются и другие подводные камни. Компания опасается конфликта вокруг Тайваня (без чипов TSMC все остановится), признает обязательства по покупке вычислительных мощностей на астрономические $665 млрд до 2030 года и перечисляет судебные тяжбы. В их числе — суды с Илоном Маском и 14 исков от семей погибших, обвиняющих ChatGPT в доведении до самоубийства. Назвать это «стандартным юридическим раскрытием» — значит сильно приукрасить действительность. Перед нами портрет компании, которая несется к IPO с долгами размером в ВВП средней страны и критической зависимостью от соседа, который в любой момент может превратиться из арендодателя в угрозу стабильности.

Sora уходит на покой: OpenAI закрывает видео-сервис и сворачивает сделку с Disney

Sora — всё. OpenAI свернули и сам сервис, и партнерство с Disney на $1 млрд, объяснив это желанием сосредоточиться на робототехнике и агентных системах. Цифры на деле объясняют решение лучше любого пресс-релиза: за всё время существования Sora принесла $1,4 млн выручки, в то время как ChatGPT за тот же период заработал $1,9 млрд. Эксперты открыто называют сервис «черной дырой для ресурсов» с минимальной монетизацией и запредельными юридическими рисками.

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Disney теперь в поиске других партнеров, а инсайдеры подтвердили, что за время действия сделки с OpenAI реальные деньги так и не перешли из рук в руки. Проект, который в 2024 году обещал отправить Голливуд на пенсию, разбился о беспощадную математику.

Когда нейросети реально работают во благо: история спасения собаки от рака

Пол Конингем — дата-инженер из Сиднея — узнал, что его собака Рози умирает от рака тучных клеток. Операции и тяжелая химиотерапия лишь замедляли рост огромной опухоли, и врачи давали собаке всего несколько месяцев жизни. Отказавшись сдаваться, ее хозяин решил подойти к лечению как к data science задаче. С помощью ChatGPT он составил план действий, и первым шагом в нем стало секвенирование ДНК. Пол заплатил $3000 лаборатории UNSW за сравнительный анализ здоровой ДНК из крови и ДНК из опухоли. Дальше в ход пошли биоинформатические пайплайны для поиска мутаций, AlphaFold для идентификации мутировавших белков, и отдельные алгоритмы для подбора мишеней и препаратов. К ученым UNSW мужчина пришел с готовым анализом. Команда нашла подходящий иммунотерапевтический препарат — но фармкомпания отказала в доступе к нему. План почти рухнул, но в лаборатории предложили альтернативу — сделать кастомную мРНК-вакцину.

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На основе данных Пола в Институте РНК при UNSW синтезировали кастомную вакцину в виде наночастиц — дизайн mRNA тоже строился на алгоритме, который он написал сам. После трех месяцев борьбы с бюрократией за этическое одобрение, Рози сделали первые инъекции в декабре 2025 года. Огромная опухоль на лапе уменьшилась вдвое, а собака, которой давали пару месяцев жизни, снова начала гоняться за кроликами. Пол уже готовит вторую итерацию вакцины для тех опухолей, что не ответили на первую, а ученые всерьез обсуждают потенциал такого симбиоза гражданской науки и ИИ для онкологии.

Полезные инструменты

Автоматизация пайплайнов и MLOps

  • Symphony: опенсорсный оркестратор от OpenAI, который переводит работу с агентами на уровень управления проектами. Сам берет задачи из Linear и выдает готовые пулл-реквесты с анализом сложности.

  • Autoresearch: автономный агент от Андрея Карпаты, который самостоятельно итерирует обучение маленькой LLM на одной GPU — сам правит train.py, запускает пятиминутные сессии и сохраняет или откатывает изменения по метрикам.

  • Skore: инструмент для автоматической оценки ML-моделей из scikit-learn. Генерирует отчеты по оценке качества, визуальные диагностики и сводки кросс-валидации.

  • confingy: библиотека для отслеживания конфигурации экспериментов напрямую через аргументы конструктора, без отдельного слоя YAML-файлов.

Среды разработки и локальные ИИ

  • Unsloth Studio: локальный no-code комбайн для подготовки данных, файн-тюнинга и инференса LLM. Обучает модели в 2 раза быстрее с экономией до 70% VRAM благодаря кастомным Triton-ядрам.

  • DeerFlow 2.0: рантайм для создания иерархий ИИ-агентов на базе LangGraph. Главный агент делегирует задачи суб-агентам в изолированных Docker-контейнерах, не раздувая общий контекст.

  • Enia Code: ИИ-ассистент для программирования, который изучает кодовую базу команды и начинает проактивно подсвечивать ошибки под ваши стандарты.

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  • Claude Code Game Studios: шаблон для развертывания виртуальной геймдев-студии внутри Claude Code. Организует 48 специализированных ИИ-агентов в строгую иерархию для совместной разработки игр.

Работа с данными и научными исследованиями

  • Briefs от AlphaXiv: лента научных статей в стиле X. Выдает главные графики и выводы с возможностью быстрого перехода к чату с ИИ-ассистентом для разбора текста.

  • Ziptable: минималистичный сервис для шеринга небольших датасетов, кодирующий данные прямо в URL без использования внешних серверов.

  • kuva: UNIX-нативная утилита для научной визуализации, принимающая данные через shell и умеющая рендерить графики прямо в терминал.

  • Claude Skills for R Users: набор инструкций для Claude, обучающих модель современным практикам R: tidyverse, Quarto, Shiny и релизные чеклисты для пакетов.

Продуктивность и утилиты

  • Glaze: утилита от команды Raycast для быстрого создания десктопных приложений под macOS по текстовому описанию.

  • Scheduled: агент, живущий в Gmail: читает входящие, проверяет доступность в календаре и самостоятельно составляет ответы на запросы о встречах.

  • MuleRun: персональный AI-агент на облачной VM. Работает в фоне и накапливает контекст о рабочих привычках и предпочтениях пользователя.

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  • Voxtral WebGPU: браузерный сервис для транскрибации аудио в реальном времени, работающий локально через WebGPU без отправки данных на сервер.

Бизнес, дизайн и медиа

  • Fundable: поисковик по стартапам и инвесторам через запросы на естественном языке с возможностью настроить алерты по заданным критериям.

  • Cardboard: видеоредактор, принимающий исходники и текстовое описание монтажа. Сам строит черновую нарезку и поддерживает поиск по содержимому клипов.

  • Rekreate: генератор статических продуктовых фотографий для маркетплейсов с соблюдением стилистики бренда.

  • Kodo: ИИ-генератор, выдающий полностью редактируемые макеты постеров, слайдов и графики для соцсетей по текстовому описанию.

Исследования на почитать

Архитектура и механика моделей

Внимание вместо накопления: новый механизм остаточных связей

MoonshotAI предложили дополнить стандартные остаточные соединения (residual connections) механизмом внимания: сеть делится на блоки, внутри которых работает привычное накопление, а между блоками каждый слой сам решает, на какие выходы предыдущих слоев опираться. Это решает проблему размытия сигнала на большой глубине сети и делает сходимость более быстрой и стабильной — Block AttnRes достигает сопоставимого лосса при 1.25× меньшем объеме вычислений относительно бейзлайна.

Трудности обратного распространения: как выходной слой языковой модели ограничивает поток градиентов

Исследователи обнаружили, что низкоранговый softmax на выходе модели уничтожает до 99% обратного градиента. Это открытие доказывает, что подобная архитектурная особенность сильно тормозит обучение и снижает эффективность вычислений, даже если выразительности самой нейросети вполне достаточно для решения задачи.

Эксклюзивное внутреннее внимание

Новый метод принудительно убирает из расчета внимания тот компонент, который выровнен с вектором значений самого токена. В результате модель лишается возможности «смотреть сама на себя» и вынуждена сильнее опираться на окружающий контекст, что стабильно снижает перплексию без существенных затрат на вычисления.

Всплеск, разреженность и сток: анатомия массивных активаций и стоков внимания

Ученые разобрали природу массивных выбросов и «раковин внимания» (attention sinks) в декодерах, показав, что они возникают из-за специфики нормализации, размерности пространства внимания и длины контекста при обучении. Оказывается, каждый эффект можно устранить на этапе претрейна без какой-либо потери качества языкового моделирования.

Прогрессивный разогрев остаточных связей для предобучения LLM

Авторы придумали плавно масштабировать вес остаточных соединений от нуля до единицы в процессе обучения. Это позволяет сначала стабилизировать ранние слои, а уже затем подключать глубокие, что улучшает масштабирование архитектур размером от 71 млн до 7 млрд параметров.

Обучение, дистилляция и файнтюнинг

Дистилляция байесовского мышления в LLM

В Google придумали, как научить модели обновлять свои убеждения по ходу диалога, дистиллировав в них логику классического автомата Байеса. В итоге модель начинает вести себя ближе к байесовскому оптимуму и переносит выученный принцип обновления убеждений на задачи, на которых ее явно не обучали.

Doc-to-LoRA: гиперсети для генерации адаптеров из документов

SakanaAI предлагает генерировать LoRA-адаптеры через гиперсеть: документ кодируется через замороженную LLM и за один прямой прогон без градиентных обновлений превращается в адаптер объемом менее 50 МБ независимо от длины документа. При инференсе метод работает с контекстами до 40K токенов, сохраняя 82,5% точности SQuAD по сравнению с полным контекстным окном.

Изображение из исследования: Схема работы D2L. D2L интернализирует информацию из документов напрямую в веса модели через гиперсеть, генерирующую LoRA-адаптеры для каждого слоя LLM — без необходимости держать документ в контексте при инференсе.
Изображение из исследования: Схема работы D2L. D2L интернализирует информацию из документов напрямую в веса модели через гиперсеть, генерирующую LoRA-адаптеры для каждого слоя LLM — без необходимости держать документ в контексте при инференсе.

Text-to-LoRA: адаптация моделей под задачу через текстовое описание

Второй метод от той же команды, где текстовое описание задачи прогоняется через энкодер, который вместе с обучаемыми эмбеддингами слоя генерирует матрицы A и B для всех целевых слоев сразу. В zero-shot на незнакомых задачах метод набирает средний балл 67,7 по 10 бенчмаркам против 66,3 у мультизадачной LoRA и 55,8 у базовой модели без адаптации.

Обучение диффузионных моделей без внешних энкодеров

Исследователи из Black Forest Labs и MIT предложили механизм асимметричного зашумления токенов, заставляющий модель саму выстраивать сильные семантические связи для восстановления картинки. Метод использует самообучение через экспоненциальное скользящее среднее (EMA) и впервые позволил превзойти выравнивание с внешними энкодерами вроде DINOv2 на задачах генерации.

Сглаживание градиентов политики

Новый алгоритм умножает градиент на сигмоиду с фиксированной температурой, чтобы штрафовать слишком маловероятные действия и не трогать те, что уже хорошо выучены. Это защищает модель от деструктивных обновлений весов при обучении с подкреплением и делает процесс таким же стабильным, как при классической кросс-энтропии.

Плотные скопления экспертов вокруг предобученных весов

Авторы работы показали, что в пространстве параметров рядом с базовыми весами скрывается плотная сеть узкоспециализированных конфигураций под конкретные задачи. Выяснилось, что простая случайная выборка с последующим ансамблированием позволяет существенно улучшить модель без сложного и дорогого пост-тренинга.

Семантические трубки как надстройка над авторегрессионным обучением

Исследователи добавили к авторегрессионному обучению вспомогательную функцию потерь, которая минимизирует перпендикулярные компоненты отклонений скрытых состояний от вычисленных геодезических траекторий, формируя так называемую «семантическую трубку» (semantic tube). Этот подход повышает соотношение сигнала к шуму, увеличивает разнообразие генерации и делает обучение LLM более эффективным в условиях ограниченного набора данных — по сравнению с чистым предсказанием следующего токена.

Оптимизация инференса и работа с памятью

Векторизация префиксных деревьев для LLM

Инженеры YouTube и Google DeepMind перенесли логику ограничений генерации (например, фильтрацию невалидных видео в рекомендациях) из классического дерева в статическую разреженную матрицу. Это позволило аппаратно векторизовать вычисления на TPU и сделать декодирование в 948 раз быстрее, чем при использовании стандартного префиксного дерева на CPU.

Изображение из исследования: полный пайплайн работы системы STATIC.
Изображение из исследования: полный пайплайн работы системы STATIC.

Сжатие KV-кэша без потери точности

Команда Google разработала алгоритм квантования, объединяющий геометрическое выравнивание векторов и кодирование ошибки одним знаковым битом. При квантовании до 3 бит метод уменьшает размер KV-кэша в 6 раз без деградации качества; четырехбитный вариант ускоряет вычисление attention-логитов до 8 раз на H100 по сравнению с 32-битными ключами.

Запись контекста градиентным спуском во время инференса

Метод предлагает на лету оптимизировать небольшую группу токенов памяти через самоконтролируемую функцию потерь, не трогая основные веса сети. Это позволяет компактно упаковывать огромные объемы контекста всего за пару шагов обновления, кратно превышая емкость обычного прямого прохода.

Управление активациями через гиперсети

Исследователи предложили генерировать управляющие векторы с помощью гиперсети поверх уже дообученной инструкционной модели. Подход работает стабильнее и лучше масштабируется, чем прямое вмешательство в активации, и на held-out промптах достигает качества метода steering-via-prompting.

Гибридная память для динамических сцен

Авторы предложили разделить память мировых видеомоделей на архив для статичного фона и активный трекер для движущихся объектов. Благодаря токенизации памяти и пространственно-временному поиску модель перестает «забывать» или искажать персонажей, если они временно перекрыты другими предметами в кадре.

Управление агентами через гибридную память

Ученые разработали метод совместного RL-обучения параметров модели и обновления внешней непараметрической памяти прямо в процессе взаимодействия со средой. Агент использует направленные вызовы к памяти для расширения исследования мира, что заметно повышает результаты на бенчмарках воплощённого обучения (embodied reasoning).

Агенты, рассуждение и написание кода

LLM-агенты в поиске лекарств от рака

Стэнфорд и PHD Biosciences натравили систему из 37 тысяч виртуальных исследователей на базу клинических испытаний для поиска закономерностей успеха медпрепаратов. Агенты не только вывели новую метрику оценки на базе клеточной специфичности, но и предложили аналитический дизайн стратегии разработки потенциального ADC-препарата против опухолей.

Агентное рассуждение при работе с кодом

Новый подход предлагает снабжать LLM-агентов полуформальными структурированными сертификатами, содержащими трассировку кода и доказательства для каждого теста. Выяснилось, что это кратно улучшает качество локализации багов и верификации патчей без необходимости запускать код на выполнение.

Качество кода от LLM глазами мейнтейнеров

Ручная проверка почти трехсот сгенерированных агентами пулл-реквестов показала, что автогрейдеры слишком оптимистичны. Около половины решений, успешно прошедших бенчмарк SWE-bench, живые разработчики бы отклонили из-за низкого качества кода, поломки смежного кода или ошибок в ключевой логике.

Помогают ли агентам готовые навыки?

Анализ использования шаблонных скиллов в ИИ-разработке показал, что в среднем они дают прирост в 1,2% к успешности прохождения тестов. Большинство инструментов оказываются бесполезными на практике, а в проектах со специфическими конвенциями применение стандартных утилит и вовсе сбивает модель с толку.

Как рассуждение открывает параметрическую память

Исследователи доказали, что генерация цепочки мыслей (CoT) помогает модели извлекать связанные фактические фрагменты из параметров, используя токены рассуждения как вычислительный буфер, — вместе они расширяют охват параметрической памяти. Однако этот же процесс параллельно повышает риск галлюцинаций, требуя фильтрации траекторий рассуждения без ложных выводов на этапе инференса.

Проблема управляемости логических цепочек

На новом бенчмарке CoT-Control выяснилось, что современные ризонинг-модели крайне плохо следуют прямым инструкциям по корректировке своего стиля размышлений. Степень упрямства зависит от размера сети, времени на обдумывание, метода обучения и наличия situational-awareness промптинга, что делает модели слабо предсказуемыми при попытке задать им конкретный алгоритм решения.

Мультимодальность и понимание видео

Механика рассуждений в видеомоделях

Ученые доказали, что логика диффузионных видеомоделей выстраивается не вдоль последовательности кадров, а вдоль шагов самого процесса зашумления (Chain-of-Steps). На ранних шагах модель исследует варианты решений, закладывает семантику сцены и способна к самоисправлению, а к поздним шагам сходится к итоговому ответу; при этом внутри каждого шага поздние слои трансформера консолидируют скрытые представления.

Изображение из исследования: схема Chain-of-Steps и визуализация процесса рассуждения видеомодели на примере задачи поиска пути в лабиринте.
Изображение из исследования: схема Chain-of-Steps и визуализация процесса рассуждения видеомодели на примере задачи поиска пути в лабиринте.

Претрейн на смеси текста, изображений и видео

Обучение единой MoE-модели с нуля на смеси разных данных показало, что совместное восприятие форматов формирует у модели более глубокое понимание физики мира. При этом выявилась асимметрия масштабирования: визуальным энкодерам требуется радикально больше данных, чем текстовым, хотя разреженность частично компенсирует этот дисбаланс.

Универсальная диффузия для любых модальностей

Авторы реализовали дискретную маскированную диффузию, которая одинаково хорошо понимает и генерирует текст, картинки и аудио в любом направлении. Использование прогрессивного обучения позволило обойти существующие авторегрессионные системы по качеству и скорости мультимодальной генерации.

Плотные признаки в видео через самообучение

Новая версия архитектуры JEPA применяет предиктивную функцию потерь ко всем токенам сразу в связке с глубоким иерархическим контролем. На выходе получаются высококачественные пространственно-временные представления, которые сильно улучшают сегментацию, оценку глубины кадра и планирование движений в робототехнике.

Внутренние рассуждения диффузионных моделей

Метод заставляет модель прокручивать итеративные цепочки рассуждений прямо в латентном пространстве во время генерации картинки. Это позволило диффузионным сетям успешно решать визуальные головоломки вроде лабиринтов, судоку и задачи коммивояжера, где требуется жесткая логическая последовательность действий.

Громадный бенчмарк логики в видео

Исследователи собрали более миллиона клипов, разбитых на 200 задач по пяти когнитивным направлениям, для проверки видеоризонинга. Первые тесты на новом датасете показали, что по мере роста данных и размера моделей их метрики улучшаются, но все еще очень далеки от уровня человеческого восприятия.

Заключение

Учитывая, с какой скоростью сейчас выходят новые фреймворки и модели, чувство, что мы ничего не успеваем, становится нашим постоянным спутником. Но иногда полезно просто закрыть IDE, отложить новости про очередные SOTA-бенчмарки и выйти на улицу — там, говорят, весна, тепло и графика отличная, пусть и без трассировки лучей.

На этом у нас все. Делитесь в комментариях, что из новинок уже успели потрогать руками, а что так и осталось лежать в закладках. Увидимся через месяц!

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  • 31.01.26 00:55 harristhomas7376

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    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

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  • 06.02.26 14:44 feliciabotezatu

    Losing access to your cryptocurrency can be devastating—whether you’ve been scammed, hacked, or locked out due to a forgotten password. Many assume their digital assets are gone forever. But with the right expertise, recovery is not only possible—it’s our daily reality. At TECHY FORCE CYBER RETRIEVAL (TFCR), we’re a globally recognized, fully legitimate crypto recovery service dedicated to helping victims reclaim lost or stolen digital assets—safely, ethically, and effectively. Who We Are   Backed by a team of certified blockchain forensic analysts, cybersecurity specialists, and ethical hackers, TFCR has recovered millions of dollars in Bitcoin, Ethereum, USDT, and other major cryptocurrencies for clients worldwide. We specialize in cases involving: - Investment scams and fake platforms   - Wallet hacks and unauthorized transactions   - Forgotten passwords, seed phrases, or corrupted backups   - Inaccessible hardware or software wallets   Our mission is clear: Help you recover what’s rightfully yours—with honesty, transparency, and proven results. How We Work   1. Confidential Case Review      Share your situation with us—no cost, no obligation. We assess whether your case is recoverable based on transaction data, wallet details, and loss type. 2. Advanced Blockchain Forensics      Using industry-leading tools, we trace your funds across blockchains, identify destination addresses, and determine if assets are held on exchanges or recoverable platforms—even after complex laundering attempts. 3. Custom Recovery Execution      Depending on your case, we:      - Reconstruct access to locked wallets using secure decryption methods      - Engage with exchanges or payment processors to freeze or retrieve funds      - Provide forensic reports to support legal or compliance actions      - Negotiate with third parties when appropriate and safe   4. Secure Return & Prevention Advice      Recovered assets go directly to a wallet you control. We also offer practical guidance to help you avoid future losses—because security starts after recovery. Why Choose TFCR?   No Recovery, No Fee – You only pay upon successful retrieval   Legitimate & Transparent – No upfront payments, no hidden costs   Global Expertise – Proven success across 50+ countries   Ethical Standards – All actions comply with cybersecurity and privacy best practices   While crypto threats grow daily, so does our resolve. At TECHY FORCE CYBER RETRIEVAL, we don’t just track transactions—we restore trust, hope, and financial peace of mind. Don’t give up on your crypto.   Act now—before critical evidence disappears.   Email: [email protected]   Visit: Official https://techyforcecyberretrieval.com  Website]   Available 24/7 for urgent cases   Your crypto may be missing—but with TFCR, it’s never truly lost.     ©️ 2026 TECHY FORCE CYBER RETRIEVAL — Trusted. Professional. Results-Driven.

  • 07.02.26 00:44 marcushenderson624

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  • 07.02.26 00:44 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

  • 07.02.26 04:43 Matt Kegan

    Reach out to SolidBlock Forensics if you want to get back your coins from fake crypto investment or your wallet was compromised and all your coins gone. SolidBlock Forensics provide deep ethical analysis and investigation that enables them to trace these schemes, and recover all your funds. Their services are professional and reliable.  http://www.solidblockforensics.com

  • 07.02.26 17:31 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

  • 10.02.26 23:52 frankqq

    It is a pleasure to write this review. Since I began working with Marie in early 2018, the service has been outstanding. My coins were stolen by hackers, and I was afraid I wouldn't be able to recover them. It was a nightmare for me because I didn't know where to start. But after my friend told me about [email protected] and whatsapp:+1 7127594675, things became simple for me. I'm glad she was able to get my bitcoin back so I could start trading again.

  • 11.02.26 05:50 patricialovick86

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  • 11.02.26 05:50 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

  • 12.02.26 23:55 brouwerspatrick8

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  • 12.02.26 23:56 brouwerspatrick8

    I’ve always believed that sustainability begins at home—not just in how we recycle or conserve energy, but in the very structures we live in. For years, I dreamed of building a zero-waste neighborhood where every house functions like a living ecosystem: solar-powered, water-wise, and crowned with rooftop greenhouses that feed families and filter air. It wasn’t just architecture—it was my vision for a quieter, cleaner future. To make it real, I turned to Bitcoin. Not as a speculative bet, but as a long-term store of value aligned with my values—decentralized, transparent, and independent of broken systems. Over seven years, I poured savings, side income, and relentless discipline into building a $680,000 crypto portfolio. Every coin had a purpose: permits, materials, and community partnerships. My dream had a balance sheet. Then, in one exhausted, distracted moment, it all collapsed. It was November 2025. I was juggling contractor delays, city inspections, and endless design revisions. My nerves were frayed, my coffee pot never empty. When a “Ledger Live Update” notification popped up, I didn’t think twice. The interface looked identical—same logo, same layout. I entered my credentials… and within seconds, the app disappeared. My wallet balance dropped to zero. I sat frozen. My stomach dropped. All that work—years of sacrifice—gone in a blink. The days that followed were dark. I scoured forums, filed reports, and replayed my mistake on loop. Guilt ate at me. How could I have been so careless? My greenhouse renderings sat untouched. My dream felt like a cruel joke. Just when I was ready to walk away, I stumbled upon a newsletter about green innovation. Tucked between articles on carbon-neutral cities and next-gen solar panels was a short feature on *Digital Light Solution*—a specialized team that helps victims of crypto theft recover stolen assets. Skeptical but desperate, I reached out. What followed wasn’t magic—but it was close to it. Their team treated my case with urgency and compassion. They traced the transaction trail, identified the laundering path, and worked with exchanges to freeze what they could. Within weeks, they’d recovered a significant portion of my funds—enough to restart. Today, I’m not just rebuilding my portfolio—I’m breaking ground on my prototype greenhouse. And every beam, every pane of glass, carries the lesson I learned: that even in our most vulnerable moments, there’s still light to be found. [email protected] Telegram ——digitallightsolution website https://digitallightsolution.com/ WHAT'S  APP  https://wa.link/989vlf 

  • 13.02.26 00:17 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

  • 13.02.26 00:17 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

  • 13.02.26 02:16 Ralf Boruta

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  • 13.02.26 02:16 Ralf Boruta

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  • 13.02.26 18:29 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

  • 13.02.26 18:29 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

  • 17.02.26 23:59 Lilyfox

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  • 18.02.26 00:01 Lilyfox

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  • 18.02.26 03:23 walterlindahi9

    This past January, my world came crashing down. I lost nearly $42,000 of my hard-earned savings to a sophisticated Solana-based crypto scam. At first, it all seemed legitimate: sleek website, professional whitepaper, even glowing testimonials from “investors.” I’d done my homework, or so I thought. The promise of high returns in a volatile market felt like my ticket to financial freedom. For the first few months, everything appeared to be working. My portfolio showed steady gains. I remember checking my wallet balance daily, feeling a mix of pride and relief. I’ve cracked the code to building real wealth. Then, without warning, the platform vanished. Wallet addresses went dead. Support channels disappeared, and my funds were gone in an instant. The emotional fallout was worse than the financial loss. Sleepless nights became the norm. Anxiety gnawed at me constantly. I replayed every decision in my head, blaming myself for being naive. I vowed never to trust anyone again, not influencers, not experts, not even my own judgment. But giving up wasn’t an option. I owed it to myself and to my future to fight back. So I began digging. I scoured Reddit threads, filed reports with blockchain analytics firms, and even contacted local authorities (though they offered little help). The more I searched, the more overwhelmed I became, lost in a labyrinth of technical jargon, dead ends, and predatory recovery services asking for upfront fees. Then, through a survivor’s forum, I stumbled upon TechY Force Cyber Retrieval. Skeptical but desperate, I reached out. What set them apart wasn’t just their expertise; it was their empathy. They didn’t make wild promises. Instead, they walked me through how crypto tracing works, what success looks like, and what realistic timelines are. No pressure. No false hope. Within weeks, their forensic team identified transaction trails linked to the scam wallet. Using on-chain analysis and coordination with exchanges, they flagged suspicious activity and initiated recovery protocols. It wasn’t magic, but it was methodical, transparent, and grounded in real blockchain intelligence. Today, I’m cautiously optimistic. While not all funds have been recovered yet, TechY Force has already secured a significant portion and, more importantly, restored my sense of agency. I’m sleeping again. I’m healing. If you’ve been scammed, know this: you’re not alone, and you’re not foolish. Crypto fraud preys on hope, but that same hope can fuel your comeback. Don’t suffer in silence. Reach out. Ask questions. And never let a scammer steal your future along with your funds. WhatsApp +1(561) 726 3697 Mail. Techyforcecyberretrieval(@)consultant(.)com Telegram (@)TechCyberforc

  • 22.02.26 03:48 harristhomas7376

    "In the crypto world, this is great news I want to share. Last year, I fell victim to a scam disguised as a safe investment option. I have invested in crypto trading platforms for about 10yrs thinking I was ensuring myself a retirement income, only to find that all my assets were either frozen, I believed my assets were secure — until I discovered that my BTC funds had been frozen and withdrawals were impossible. It was a devastating moment when I realized I had been scammed, and I thought my Bitcoin was gone forever, Everything changed when a close friend recommended the Capital Crypto Recover Service. Their professionalism, expertise, and dedication enabled me to recover my lost Bitcoin funds back — more than €560.000 DEM to my BTC wallet. What once felt impossible became a reality thanks to their support. If you have lost Bitcoin through scams, hacking, failed withdrawals, or similar challenges, don’t lose hope. I strongly recommend Capital Crypto Recover Service to anyone seeking a reliable and effective solution for recovering any wallet assets. They have a proven track record of successful reputation in recovering lost password assets for their clients and can help you navigate the process of recovering your funds. Don’t let scammers get away with your hard-earned money – contact Email: [email protected] Phone CALL/Text Number: +1 (336) 390-6684 Contact: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 22.02.26 03:49 harristhomas7376

    "In the crypto world, this is great news I want to share. Last year, I fell victim to a scam disguised as a safe investment option. I have invested in crypto trading platforms for about 10yrs thinking I was ensuring myself a retirement income, only to find that all my assets were either frozen, I believed my assets were secure — until I discovered that my BTC funds had been frozen and withdrawals were impossible. It was a devastating moment when I realized I had been scammed, and I thought my Bitcoin was gone forever, Everything changed when a close friend recommended the Capital Crypto Recover Service. Their professionalism, expertise, and dedication enabled me to recover my lost Bitcoin funds back — more than €560.000 DEM to my BTC wallet. What once felt impossible became a reality thanks to their support. If you have lost Bitcoin through scams, hacking, failed withdrawals, or similar challenges, don’t lose hope. I strongly recommend Capital Crypto Recover Service to anyone seeking a reliable and effective solution for recovering any wallet assets. They have a proven track record of successful reputation in recovering lost password assets for their clients and can help you navigate the process of recovering your funds. Don’t let scammers get away with your hard-earned money – contact Email: [email protected] Phone CALL/Text Number: +1 (336) 390-6684 Contact: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 22.02.26 18:58 Natasha Williams

    I am Natasha Williams from Dallas. I want to share my testimony to encourage anyone who has ever fallen victim to a scam or fraud. Some time ago, I was defrauded by some fraudulent cryptocurrency investment organization online, I was a victim and I lost a huge amount of money, $382,000. I felt angry, disappointed and helpless but I refused to give up and stay calm. I came across this agency, GREAT WHIP RECOVERY CYBER SERVICES.. who helped people recover their money from scammers and the testimonies I saw were quite amazing. And I decided to contact them. I gathered every piece of evidence, chats, receipts, account details, and messages and reported the case to the agency, GREAT WHIP RECOVERY CYBER SERVICES. After 73hours of follow up and not losing faith, the fraudster was traced and held accountable and I recovered all my money back. I highly recommend, GREAT WHIP RECOVERY CYBER SERVICES agency if you have ever fallen victim to scammers, you can contact them. Website: https://greatwhiprecoveryc.wixsite.com/greatwhip-site email: [email protected] Call Line: +1(406)2729101

  • 22.02.26 19:00 Natasha Williams

    I am Natasha Williams from Dallas. I want to share my testimony to encourage anyone who has ever fallen victim to a scam or fraud. Some time ago, I was defrauded by some fraudulent cryptocurrency investment organization online, I was a victim and I lost a huge amount of money, $382,000. I felt angry, disappointed and helpless but I refused to give up and stay calm. I came across this agency, GREAT WHIP RECOVERY CYBER SERVICES.. who helped people recover their money from scammers and the testimonies I saw were quite amazing. And I decided to contact them. I gathered every piece of evidence, chats, receipts, account details, and messages and reported the case to the agency, GREAT WHIP RECOVERY CYBER SERVICES. After 73hours of follow up and not losing faith, the fraudster was traced and held accountable and I recovered all my money back. I highly recommend, GREAT WHIP RECOVERY CYBER SERVICES agency if you have ever fallen victim to scammers, you can contact them. Website: https://greatwhiprecoveryc.wixsite.com/greatwhip-site email: [email protected] Call Line: +1(406)2729101

  • 23.02.26 23:26 chongfook

    As cryptocurrencies continue to reshape global finance in 2026, the risks have never been higher. From sophisticated phishing campaigns to fake wallet apps and investment scams, millions of investors face the devastating reality of lost or stolen digital assets. When your crypto vanishes, panic sets in—and that's when fraudsters strike again, posing as "recovery experts" to exploit your vulnerability.   CONTACTS US   Techyforcecyberretrieval(@)consultant(.)com   https(://)techyforcecyberretrieval(.)com But there's a legitimate path forward. TECHY FORCE CYBER RETRIEVAL stands as the industry's most trusted crypto recovery company, combining advanced blockchain forensics, global partnerships, and a client-centric approach to help victims reclaim what was stolen. ---  Why Recovery Is Possible—With the Right Team Cryptocurrency's decentralized, pseudonymous nature makes asset recovery complex—but not impossible. The blockchain is transparent. Every transaction leaves a trail. The challenge isn't finding the funds—it's having the expertise to follow that trail through mixers, bridges, and exchange deposits before they disappear forever. That's where TECHY FORCE CYBER RETRIEVAL excels. ---  Our Proven Recovery Framework We don't believe in shortcuts, false promises, or upfront fees. Our process is built on transparency, forensic precision, and real results. Here's how we work: 1. Case Intake & Initial Assessment   You begin by submitting a detailed report: compromised wallet addresses, transaction IDs, timestamps, and any communication with scammers. Our intake team reviews your case within hours to determine immediate next steps. 2. Blockchain Forensic Analysis   Our specialists deploy proprietary tracking tools to map the movement of your stolen assets across multiple blockchains. We identify laundering patterns, exchange deposit addresses, and potential freezing points—building a clear investigative roadmap. 3. Global Partner Coordination   Through established relationships with regulated exchanges, DeFi protocols, and compliance teams worldwide, we initiate direct communication to flag suspicious transactions and request asset freezes where legally permissible. 4. Legal & Regulatory Engagement   When necessary, we collaborate with legal partners and law enforcement agencies to strengthen recovery efforts—especially in cases involving large-scale hacks or organized fraud rings. 5. Recovery Execution & Fund Return   Once assets are secured, they're transferred directly to a new, secure wallet of your choice. We never hold your funds. And critically, we operate on a success-only model. You pay nothing unless we recover your assets. 6. Post-Recovery Security Guidance   Recovery is only half the battle. We provide personalized recommendations to secure your remaining holdings—from hardware wallet setup to phishing awareness training—so you can move forward with confidence. ---  What Sets TECHY FORCE CYBER RETRIEVAL Apart While countless "recovery services" flood the internet, few deliver legitimate results. Here's why we're consistently rated the best crypto recovery company in 2026: - Zero Upfront Fees – We only succeed when you do. No hidden charges. No bait-and-switch tactics.   - Advanced Blockchain Intelligence – Our forensic tools track assets across Bitcoin, Ethereum, Solana, and 50+ other networks.   - Global Reach – Partnerships with exchanges and regulatory bodies in North America, Europe, and Asia maximize recovery odds.   - Client-First Communication – Weekly updates. Clear timelines. No ghosting.   - Proven Track Record – Hundreds of successful recoveries in 2025–2026, with millions returned to rightful owners. ---  Emerging Trends in 2026: What Victims Need to Know The threat landscape evolves constantly. This year's biggest risks include: - AI-Powered Phishing: Scammers now use deepfake voice and video to impersonate support staff.   - Cross-Chain Bridge Exploits: Funds moved between networks are increasingly targeted.   - Fake Recovery Services: Fraudsters pose as legitimate firms—always verify credentials before sharing information. TECHY FORCE CYBER RETRIEVAL stays ahead of these threats, continuously updating our tools and strategies to protect and serve our clients. CONTACTS US   Techyforcecyberretrieval(@)consultant(.)com   https(://)techyforcecyberretrieval(.)com ---  Your Next Step If you've lost crypto to a scam, hack, or forgotten credentials, don't let despair—or another fraudster—steal your second chance. TECHY FORCE CYBER RETRIEVAL is accessible, transparent, and ready to help. Reach out today. Let our experts assess your case—and show you that even in 2026, stolen crypto doesn't have to stay lost forever. — TECHY FORCE CYBER RETRIEVAL   Advanced Forensics. Global Reach. Your Recovery.

  • 24.02.26 15:31 [email protected]`

    Like many others, I was drawn in by the allure of cryptocurrency and the promise of financial freedom. When I encountered a self-proclaimed "crypto guru" online, his confidence and flashy lifestyle convinced me that he held the key to success. Eager to learn, I parted with $15,000 for his exclusive course, believing it would grant me access to an elite trading group and lucrative market insights. Initially, my excitement was palpable; I truly thought I was on the verge of a breakthrough. However, that enthusiasm quickly curdled into dread. Once inside the group, the dynamic shifted from education to aggressive exploitation. Instead of genuine mentorship, members were relentlessly upsold on fake trading signals that yielded nothing but losses. The pressure escalated when we were encouraged to invest in a supposed "private pool," which required an additional, staggering access fee of $60,000. It was only as I began to notice glaring inconsistencies and a complete lack of real results among the members that the fog lifted. I realized I hadn't joined a community of traders; I had walked into a sophisticated trap designed specifically to prey on newcomers like myself. The realization that the promises of wealth and insider knowledge were nothing more than a façade left me feeling vulnerable, deceived, and financially devastated. The dream of easy returns had turned into a heavy burden of regret. Desperate for a solution and refusing to let the fraudsters win, I began searching for help. That is when I discovered DIGITAL LIGHT SOLUTION, a firm specializing in online fraud investigations. Reaching out to them was the turning point. Their team approached my case with professionalism and empathy, immediately understanding the complexity of the scam. They guided me through the investigation process, uncovering the layers of deception used by the "guru" and his network. Thanks to their expertise and relentless pursuit of justice, I was able to navigate the aftermath of this ordeal with clarity rather than confusion. While the experience was a harsh lesson, connecting with DIGITAL LIGHT SOLUTION restored my hope and proved that there are still allies ready to fight against online exploitation. If you find yourself in a similar situation, do not lose hope—seek professional help immediately. Contact them directly Website https://digitallightsolution.com/ Email — Digitallightsolution(At)qualityservice(DOT)com What's App — https://wa.link/989vlf

  • 24.02.26 15:32 [email protected]`

    Like many others, I was drawn in by the allure of cryptocurrency and the promise of financial freedom. When I encountered a self-proclaimed "crypto guru" online, his confidence and flashy lifestyle convinced me that he held the key to success. Eager to learn, I parted with $15,000 for his exclusive course, believing it would grant me access to an elite trading group and lucrative market insights. Initially, my excitement was palpable; I truly thought I was on the verge of a breakthrough. However, that enthusiasm quickly curdled into dread. Once inside the group, the dynamic shifted from education to aggressive exploitation. Instead of genuine mentorship, members were relentlessly upsold on fake trading signals that yielded nothing but losses. The pressure escalated when we were encouraged to invest in a supposed "private pool," which required an additional, staggering access fee of $60,000. It was only as I began to notice glaring inconsistencies and a complete lack of real results among the members that the fog lifted. I realized I hadn't joined a community of traders; I had walked into a sophisticated trap designed specifically to prey on newcomers like myself. The realization that the promises of wealth and insider knowledge were nothing more than a façade left me feeling vulnerable, deceived, and financially devastated. The dream of easy returns had turned into a heavy burden of regret. Desperate for a solution and refusing to let the fraudsters win, I began searching for help. That is when I discovered DIGITAL LIGHT SOLUTION, a firm specializing in online fraud investigations. Reaching out to them was the turning point. Their team approached my case with professionalism and empathy, immediately understanding the complexity of the scam. They guided me through the investigation process, uncovering the layers of deception used by the "guru" and his network. Thanks to their expertise and relentless pursuit of justice, I was able to navigate the aftermath of this ordeal with clarity rather than confusion. While the experience was a harsh lesson, connecting with DIGITAL LIGHT SOLUTION restored my hope and proved that there are still allies ready to fight against online exploitation. If you find yourself in a similar situation, do not lose hope—seek professional help immediately. Contact them directly Website https://digitallightsolution.com/ Email — Digitallightsolution(At)qualityservice(DOT)com What's App — https://wa.link/989vlf

  • 26.02.26 16:29 michaeldavenport238

    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

  • 26.02.26 16:29 michaeldavenport238

    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

  • 27.02.26 00:08 sanayoliver

    I spend my days studying the mysteries of the universe, delving into black holes, quantum mechanics, and the nature of time itself. But apparently, the real black hole I should have been concerned about was my own memory. I encrypted my Bitcoin wallet to keep it as secure as possible. The problem? I promptly forgot the password. Classic, right? It didn't help that this wasn't just pocket change I was dealing with. No, I had $190,000 in Bitcoin sitting in that wallet, and my mind had decided to take a vacation, leaving me with absolutely no idea what that password was. The panic set in fast. My brain, which could solve some of the most complex physics equations, couldn't remember a 12-character password. It felt like my entire financial future was being sucked into a black hole, one I'd created myself. Desperate, I tried everything. I thought I could outsmart the system, using every trick I could think of. I tried variations of passwords I thought I might have used, analyzing them through the lens of my own behavioral patterns. I even resorted to good ol' brute force, typing random combinations for hours, hoping that maybe, just maybe, my subconscious would strike gold. Spoiler alert: it didn't. Each failed attempt made me feel more and more like a genius who'd locked themselves out of their own universe. In a final act of desperation, admitting that theoretical physics couldn't crack my own encryption, I contacted TechY Force Cyber Retrieval. From the moment I reached out, the difference was night and day. While I had been flailing in the dark, they approached my case with a precision that rivaled the calculations I do daily. They didn't promise miracles; they promised a methodical, advanced recovery process. Within a surprisingly short timeframe, they utilized specialized tools to bypass the mental block I couldn't overcome. When they finally recovered the wallet and confirmed the full $190,000 was intact and accessible, the relief was indescribable. It was as if I had pulled my financial future back from the event horizon just before it was lost forever. To anyone thinking they are too smart to lose their keys, or too logical to make such a mistake: don't wait until you are staring into the abyss. If you find yourself in a situation where your own memory has become your greatest enemy, trust the experts at TechY Force Cyber Retrieval. They turned my personal black hole into a success story, proving that sometimes, even the brightest minds need a little help to find the light. REACH OUT TO THEM ON MAIL [email protected]

  • 27.02.26 02:04 elizabethmadison

    My name is Elizabeth Madison currently living in New York. There was a time I felt completely broken. I had trusted a fraudulent bitcoin investment organization, who turned out to be a fraudster. I sent money, believing their sweet words and promises on the interest rate I will get back in return, only to realize later that I’ve been scammed. On the day of withdrawal there was no money in my account. The pain hit deep. I couldn’t sleep, I kept asking myself how I could have been so careless, meanwhile my mom was battling with a stroke and the expenses were too much. For days, I cried and blamed myself. The betrayal, the disappointment and my mom's health issues all of this stress made me want to give up on life. But one day, I decided that sitting in pain wouldn’t solve anything. I picked myself up and chose to fight for what I lost then I came across GREAT WHIP RECOVERY CYBER SERVICES and saw how he helped people recover their funds from online fraud. I emailed all the transactions and paperwork I had with the fraudulent organization and they helped me recover all my lost money in just five days. If you have ever fallen victim to scammers, contact GREAT WHIP RECOVERY CYBER SERVICES to help you recover every penny you have lost. (Text +1(406)2729101) (Website https://greatwhiprecoveryc.wixsite.com/greatwhip-site) (Email [email protected])

  • 27.02.26 02:04 elizabethmadison

    My name is Elizabeth Madison currently living in New York. There was a time I felt completely broken. I had trusted a fraudulent bitcoin investment organization, who turned out to be a fraudster. I sent money, believing their sweet words and promises on the interest rate I will get back in return, only to realize later that I’ve been scammed. On the day of withdrawal there was no money in my account. The pain hit deep. I couldn’t sleep, I kept asking myself how I could have been so careless, meanwhile my mom was battling with a stroke and the expenses were too much. For days, I cried and blamed myself. The betrayal, the disappointment and my mom's health issues all of this stress made me want to give up on life. But one day, I decided that sitting in pain wouldn’t solve anything. I picked myself up and chose to fight for what I lost then I came across GREAT WHIP RECOVERY CYBER SERVICES and saw how he helped people recover their funds from online fraud. I emailed all the transactions and paperwork I had with the fraudulent organization and they helped me recover all my lost money in just five days. If you have ever fallen victim to scammers, contact GREAT WHIP RECOVERY CYBER SERVICES to help you recover every penny you have lost. (Text +1(406)2729101) (Website https://greatwhiprecoveryc.wixsite.com/greatwhip-site) (Email [email protected])

  • 27.02.26 15:57 luciajessy3

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

  • 27.02.26 15:59 wendytaylor015

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  • 27.02.26 15:59 wendytaylor015

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  • 27.02.26 16:00 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

  • 27.02.26 16:01 luciajessy3

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

  • 27.02.26 16:01 luciajessy3

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

  • 27.02.26 16:01 luciajessy3

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

  • 01.03.26 10:48 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

  • 01.03.26 10:48 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

  • 03.03.26 14:09 Thomas Muller

    YOU CAN REACH OUT TO GREAT WHIP RECOVERY CYBER SERVICES FOR HELP TO RECOVER YOUR STOLEN BTC OR ETH BACK CALL:+1(406)2729101 I once fell victim to online investment scheme that cost me a devastating €254,000. I’m Thomas Muller from Berlin, Germany. The person I trusted turned out to be a fraud, and the moment I realized I’d been deceived, my entire world stopped. I immediately began searching for legitimate ways to recover my funds and hold the scammer accountable. During my search, I came across several testimonies of how Great Whip Recovery Cyber Services helped some people recover money they lost to cyber fraud, I contacted Great Whip Recovery Cyber Service team and provided all the evidence I had. Within about 36 hours, the experts traced the digital trail left by the fraudster, the individual was eventually tracked down and I recovered all my money back. You can contact them with,  website https://greatwhiprecoveryc.wixsite.com/greatwhip-site  text +1(406)2729101 email [email protected]

  • 03.03.26 14:09 Thomas Muller

    YOU CAN REACH OUT TO GREAT WHIP RECOVERY CYBER SERVICES FOR HELP TO RECOVER YOUR STOLEN BTC OR ETH BACK CALL:+1(406)2729101 I once fell victim to online investment scheme that cost me a devastating €254,000. I’m Thomas Muller from Berlin, Germany. The person I trusted turned out to be a fraud, and the moment I realized I’d been deceived, my entire world stopped. I immediately began searching for legitimate ways to recover my funds and hold the scammer accountable. During my search, I came across several testimonies of how Great Whip Recovery Cyber Services helped some people recover money they lost to cyber fraud, I contacted Great Whip Recovery Cyber Service team and provided all the evidence I had. Within about 36 hours, the experts traced the digital trail left by the fraudster, the individual was eventually tracked down and I recovered all my money back. You can contact them with,  website https://greatwhiprecoveryc.wixsite.com/greatwhip-site  text +1(406)2729101 email [email protected]

  • 04.03.26 07:21 Jane4

    I lost about $600k Bitcoin last year, I searched around and tried to work with some recovery firm unfortunately I was scammed as well. This happened for months until I came across [email protected] They came to my rescue and all my funds were recovered within few days I'm so happy right now .

  • 04.03.26 07:22 Jane4

    I lost about $600k Bitcoin last year, I searched around and tried to work with some recovery firm unfortunately I was scammed as well. This happened for months until I came across [email protected] They came to my rescue and all my funds were recovered within few days I'm so happy right now .

  • 04.03.26 12:25 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

  • 04.03.26 12:25 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

  • 06.03.26 13:36 CARL9090

    In January, my life shifted in a way I never expected. I clicked a trading link given to me by someone I found on Telegram, believing it was legitimate. It looked professional. It felt secure. I trusted it. Until I tried to withdraw my money. Within seconds, everything was gone, transferred into a wallet claiming account without a trace. That was the moment the truth hit me: I had been scammed. The emotional fallout was brutal. For weeks, I couldn’t even speak about it. I thought people would judge me. I thought they’d say I should have known better. Then someone stepped in who changed everything Agent Jasmine Lopez ,She listened without judgment. She treated my fear as real and valid. She traced patterns, uncovered off-chain indicators, and identified wallet clusters linked to a larger scam network. She showed me that what happened wasn’t random it was organized and intentional. For the first time, I felt hope. Hearing that students, parents, and hardworking people had been targeted the same way made me realize this wasn’t stupidity. It was predation. We weren’t careless we were deliberately targeted and manipulated I’m still healing. The experience changed me. But it also reminded me that even in your darkest moment, there can be someone willing to shine a light. Contact her at [email protected] WHATSAPP +44 7478077894

  • 07.03.26 07:46 Jane4

    I lost about $600k Bitcoin last year, I searched around and tried to work with some recovery firm unfortunately I was scammed as well. This happened for months until I came across [email protected] They came to my rescue and all my funds were recovered within few days I'm so happy right now .

  • 07.03.26 07:46 Jane4

    I lost about $600k Bitcoin last year, I searched around and tried to work with some recovery firm unfortunately I was scammed as well. This happened for months until I came across [email protected] They came to my rescue and all my funds were recovered within few days I'm so happy right now .

  • 07.03.26 08:39 Jane4

    I lost about $600k Bitcoin last year, I searched around and tried to work with some recovery firm unfortunately I was scammed as well. This happened for months until I came across [email protected] They came to my rescue and all my funds were recovered within few days I'm so happy right now .

  • 07.03.26 08:55 Jane4

    I lost about $600k Bitcoin last year, I searched around and tried to work with some recovery firm unfortunately I was scammed as well. This happened for months until I came across [email protected] They came to my rescue and all my funds were recovered within few days I'm so happy right now .

  • 07.03.26 09:40 Alena76

    Most people have been scammed severally and they give up on their funds I'm saying these because I was a victim too After loosing 745,000 USD I lose my mind until I read about COIN HACK RECOVERY I decided to contact the company on: [email protected] and I'm glad I made the decision not to give up. they helped me to recover all my lost funds within two days.

  • 07.03.26 10:37 Alena76

    Most people have been scammed severally and they give up on their funds I'm saying these because I was a victim too After loosing 745,000 USD I lose my mind until I read about COIN HACK RECOVERY I decided to contact the company on: [email protected] and I'm glad I made the decision not to give up. they helped me to recover all my lost funds within two days.

  • 07.03.26 10:37 Alena76

    Most people have been scammed severally and they give up on their funds I'm saying these because I was a victim too After loosing 745,000 USD I lose my mind until I read about COIN HACK RECOVERY I decided to contact the company on: [email protected] and I'm glad I made the decision not to give up. they helped me to recover all my lost funds within two days.

  • 07.03.26 17:49 Natasha Williams

    I am Natasha Williams from Dallas. I want to share my testimony to encourage anyone who has ever fallen victim to a scam or fraud. Some time ago, I was defrauded by some fraudulent cryptocurrency investment organization online, I was a victim and I lost a huge amount of money, $382,000. I felt angry, disappointed and helpless but I refused to give up and stay calm. I came across this agency, GREAT WHIP RECOVERY CYBER SERVICES.. who helped people recover their money from scammers and the testimonies I saw were quite amazing. And I decided to contact them. I gathered every piece of evidence, chats, receipts, account details, and messages and reported the case to the agency, GREAT WHIP RECOVERY CYBER SERVICES. After 73hours of follow up and not losing faith, the fraudster was traced and held accountable and I recovered all my money back. I highly recommend, GREAT WHIP RECOVERY CYBER SERVICES agency if you have ever fallen victim to scammers, you can contact them. Website: https://greatwhiprecoveryc.wixsite.com/greatwhip-site email: [email protected] Call Line: +1(406)2729101

  • 07.03.26 20:10 ericbank61

    I never thought I’d be the one writing one of these stories. You hear about crypto scams, hacks, and lost fortunes, and you think, “That’s for other people. The careless ones.” I was careful. Or so I believed. It started with a sophisticated phishing attack. An email that looked identical to a legitimate exchange notification, a link to “verify my wallet security,” and a moment of distracted panic. I clicked. Within hours, my life savings in Bitcoin—a sum I’d been accumulating for five years—vanished from my private wallet. The transaction hash was a cold, unfeeling tombstone on the blockchain. My stomach dropped into a void. I felt physically ill. The police filed a report, but their knowledge ended at the edge of traditional finance. The exchange offered sympathy but no solutions. I was adrift, utterly hopeless. After weeks of despair, scouring forums in the dead of night, I found a thread mentioning Mighty Hacker Recovery. The name sounded almost too bold, like something from a cheesy movie. But the testimonials were detailed, sober, and from people who sounded just like me: desperate, betrayed, and out of options. With nothing left to lose, I reached out. Their intake process was professional but guarded. They asked for transaction IDs, wallet addresses, and a detailed timeline—no promises, just facts. A consultant named Leo became my point of contact. He had a calm, analytical voice that cut through my panic. “We don’t hack *into* systems,” he explained. “We follow the digital trail. We analyze the attack vector, trace the flow of funds through the blockchain’s transparency, and identify the weak points in the scammer’s own security. Sometimes, it’s about speed and outmaneuvering them before they can launder the assets.” What followed was a tense, silent partnership. I provided every shred of information I had, while Leo’s team worked in the shadows. There were days of silence that felt like years. Then, an update: they’d traced my BTC to a mixing service, a tool scammers use to obfuscate the trail. Mighty Hacker Recovery used advanced blockchain forensic techniques to peel back those layers. They discovered the scammer had made a critical error—a small portion of the funds was sent to a KYC-compliant exchange wallet. That was the chink in the armor. Using the immutable evidence from the blockchain and legal pressure channels they’d established with certain international platforms, they initiated a recovery claim. The process was complex, involving digital affidavits and proof of illicit origin. Three weeks after my first desperate email, Leo called. “We’ve secured a freeze on the destination wallet. The exchange is cooperating. We’re initiating the reversal.” I didn’t dare believe it until I saw it. Two days later, my wallet balance updated. My Bitcoin, minus Mighty Hacker Recovery’s contingency fee, was back. The relief wasn’t euphoric; it was a deep, trembling exhaustion, like waking up from a nightmare. They didn’t perform magic. They applied intense expertise, relentless persistence, and an intricate understanding of both the blockchain’s weaknesses and a scammer’s psychology. They gave me back more than my crypto; they gave me back a sense of agency in a landscape designed to make victims feel powerless. If you’re reading this from your own private hell of loss, know this: the trail never truly disappears. You just need the right team to follow it. For me, that was Mighty Hacker Recovery.

  • 07.03.26 22:44 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

  • 07.03.26 22:44 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

  • 11.03.26 19:43 Michael Jensen

    With the help and expertise of CapitalNode Analytics, i was able to get back my digital tokens from a fake investment platform. They are swift, precise and transparent in their operations.

  • 12.03.26 15:04 Mike Franz

    I recently ran into a serious issue with my cryptocurrency account that left me unable to access my bitcoin wallet. After several failed login attempts and repeated blocks from the system, I began to worry that I might lose access to my $415,000 permanently. Determined to fix the problem, After spending hours reading a review of GREAT WHIP RECOVERY CYBER SERVICES, on how they successfully assisted countless individuals in similar situations as mine. The process was stressful, but eventually the issue was resolved and I was able to regain access to my bitcoin wallet account. I’m immensely grateful to GREAT WHIP RECOVERY CYBER SERVICES for their incredible work, for those who need help, you can contact through the following channels: Phone Call: +1(406)2729101 Website: https://greatwhiprecoveryc.wixsite.com/greatwhip-site Mail: [email protected]

  • 12.03.26 15:05 Mike Franz

    I recently ran into a serious issue with my cryptocurrency account that left me unable to access my bitcoin wallet. After several failed login attempts and repeated blocks from the system, I began to worry that I might lose access to my $415,000 permanently. Determined to fix the problem, After spending hours reading a review of GREAT WHIP RECOVERY CYBER SERVICES, on how they successfully assisted countless individuals in similar situations as mine. The process was stressful, but eventually the issue was resolved and I was able to regain access to my bitcoin wallet account. I’m immensely grateful to GREAT WHIP RECOVERY CYBER SERVICES for their incredible work, for those who need help, you can contact through the following channels: Phone Call: +1(406)2729101 Website: https://greatwhiprecoveryc.wixsite.com/greatwhip-site Mail: [email protected]

  • 15.03.26 20:22 harristhomas7376

    "In the crypto world, this is great news I want to share. Last year, I fell victim to a scam disguised as a safe investment option. I have invested in crypto trading platforms for about 10yrs thinking I was ensuring myself a retirement income, only to find that all my assets were either frozen, I believed my assets were secure — until I discovered that my BTC funds had been frozen and withdrawals were impossible. It was a devastating moment when I realized I had been scammed, and I thought my Bitcoin was gone forever, Everything changed when a close friend recommended the Capital Crypto Recover Service. Their professionalism, expertise, and dedication enabled me to recover my lost Bitcoin funds back — more than €560.000 DEM to my BTC wallet. What once felt impossible became a reality thanks to their support. If you have lost Bitcoin through scams, hacking, failed withdrawals, or similar challenges, don’t lose hope. I strongly recommend Capital Crypto Recover Service to anyone seeking a reliable and effective solution for recovering any wallet assets. They have a proven track record of successful reputation in recovering lost password assets for their clients and can help you navigate the process of recovering your funds. Don’t let scammers get away with your hard-earned money – contact Email: [email protected] Phone CALL/Text Number: +1 (336) 390-6684 Contact: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 15.03.26 20:22 harristhomas7376

    "In the crypto world, this is great news I want to share. Last year, I fell victim to a scam disguised as a safe investment option. I have invested in crypto trading platforms for about 10yrs thinking I was ensuring myself a retirement income, only to find that all my assets were either frozen, I believed my assets were secure — until I discovered that my BTC funds had been frozen and withdrawals were impossible. It was a devastating moment when I realized I had been scammed, and I thought my Bitcoin was gone forever, Everything changed when a close friend recommended the Capital Crypto Recover Service. Their professionalism, expertise, and dedication enabled me to recover my lost Bitcoin funds back — more than €560.000 DEM to my BTC wallet. What once felt impossible became a reality thanks to their support. If you have lost Bitcoin through scams, hacking, failed withdrawals, or similar challenges, don’t lose hope. I strongly recommend Capital Crypto Recover Service to anyone seeking a reliable and effective solution for recovering any wallet assets. They have a proven track record of successful reputation in recovering lost password assets for their clients and can help you navigate the process of recovering your funds. Don’t let scammers get away with your hard-earned money – contact Email: [email protected] Phone CALL/Text Number: +1 (336) 390-6684 Contact: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 15.03.26 20:22 harristhomas7376

    "In the crypto world, this is great news I want to share. Last year, I fell victim to a scam disguised as a safe investment option. I have invested in crypto trading platforms for about 10yrs thinking I was ensuring myself a retirement income, only to find that all my assets were either frozen, I believed my assets were secure — until I discovered that my BTC funds had been frozen and withdrawals were impossible. It was a devastating moment when I realized I had been scammed, and I thought my Bitcoin was gone forever, Everything changed when a close friend recommended the Capital Crypto Recover Service. Their professionalism, expertise, and dedication enabled me to recover my lost Bitcoin funds back — more than €560.000 DEM to my BTC wallet. What once felt impossible became a reality thanks to their support. If you have lost Bitcoin through scams, hacking, failed withdrawals, or similar challenges, don’t lose hope. I strongly recommend Capital Crypto Recover Service to anyone seeking a reliable and effective solution for recovering any wallet assets. They have a proven track record of successful reputation in recovering lost password assets for their clients and can help you navigate the process of recovering your funds. Don’t let scammers get away with your hard-earned money – contact Email: [email protected] Phone CALL/Text Number: +1 (336) 390-6684 Contact: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 16.03.26 12:01 [email protected]

    I would like to highly recommend TOP RECOVERY EXPERT, the best in cryptocurrency recovery. I want the world to know how exceptional their services are. For years, I faced a very difficult time after being scammed out of $453,000 in Ethereum. It was devastating to realize that someone could steal from me without remorse after I trusted them. Determined to recover my funds legally, I began searching for reliable help and came across TOP RECOVERY EXPERT, the most professional recovery service I have ever found. With their expertise and support, I was able to recover my entire Ethereum wallet. I now understand that while many investment opportunities can seem too good to be true, professional guidance can make all the difference. Thanks to TOP RECOVERY EXPERT, I have regained not only my assets ETH but also my peace of mind and happiness. Their dedication and professionalism have truly changed my life. I am now the happiest person I have ever been, all because of their help. If you have been a victim of a crypto scam, I strongly advise you to reach out to TOP RECOVERY EXPERT. Contact Information: Text/Call: +1 (346) 980-9102 Email: [email protected] For more information visit his website: https://toprecoveryexpert2.wixsite.com/consultant

  • 16.03.26 13:20 luciajessy3

    There are many recommendations online, but not all of them are trustworthy. Unfortunately, some so-called “recovery services” are scams themselves and may try to take advantage of people who have already lost money. If you’ve been scammed, be extremely cautious about anyone promising guaranteed recovery — especially if they ask for upfront fees. Always do thorough research, verify credentials, and consider reporting the incident to. Cyberrefundexperts {A} Consultant {.} Com , Stay alert and protect yourself.

  • 16.03.26 13:20 luciajessy3

    There are many recommendations online, but not all of them are trustworthy. Unfortunately, some so-called “recovery services” are scams themselves and may try to take advantage of people who have already lost money. If you’ve been scammed, be extremely cautious about anyone promising guaranteed recovery — especially if they ask for upfront fees. Always do thorough research, verify credentials, and consider reporting the incident to. Cyberrefundexperts @ Consultant . Com , Stay alert and protect yourself.

  • 18.03.26 15:27 keithwilson9899

    ETHEREUM RECOVERY ASSISTANCE: CAPITAL CRYPTO RECOVER HELPED ME RECOVER $98,000 WORTH OF LOST ETH In cases of cryptocurrency scams, having accurate information and trusted support is essential. I would like to recommend Capital Crypto Recover Service, a professional team that specializes in assisting individuals with the recovery of lost or stolen Bitcoin and Ethereum (ETH). Their experienced experts are dedicated to helping victims of digital asset fraud by carefully analyzing each case, developing strategic recovery plans, Capital Crypto Recover Service knowledgeable team's primary goals are to satisfy clients and offer significant support and working diligently toward fund retrieval. The team is committed to providing reliable assistance and maintaining a high level of client satisfaction. Based on my assessment, their reputation professionalism and a strong commitment to their clients. If you have experienced a cryptocurrency loss, you can contacting them for further assistance Phone (Call/Text): +1 (336) 390-6684 Email: [email protected] Alternate Email: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 18.03.26 15:27 keithwilson9899

    ETHEREUM RECOVERY ASSISTANCE: CAPITAL CRYPTO RECOVER HELPED ME RECOVER $98,000 WORTH OF LOST ETH In cases of cryptocurrency scams, having accurate information and trusted support is essential. I would like to recommend Capital Crypto Recover Service, a professional team that specializes in assisting individuals with the recovery of lost or stolen Bitcoin and Ethereum (ETH). Their experienced experts are dedicated to helping victims of digital asset fraud by carefully analyzing each case, developing strategic recovery plans, Capital Crypto Recover Service knowledgeable team's primary goals are to satisfy clients and offer significant support and working diligently toward fund retrieval. The team is committed to providing reliable assistance and maintaining a high level of client satisfaction. Based on my assessment, their reputation professionalism and a strong commitment to their clients. If you have experienced a cryptocurrency loss, you can contacting them for further assistance Phone (Call/Text): +1 (336) 390-6684 Email: [email protected] Alternate Email: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 19.03.26 08:03 Alena76

    Most people have been scammed severally and they give up on their funds I'm saying these because I was a victim too After loosing 745,000 USD I lose my mind until I read about COIN HACK RECOVERY I decided to contact the company on: [email protected] and I'm glad I made the decision not to give up. they helped me to recover all my lost funds within two days.

  • 19.03.26 08:04 Alena76

    Most people have been scammed severally and they give up on their funds I'm saying these because I was a victim too After loosing 745,000 USD I lose my mind until I read about COIN HACK RECOVERY I decided to contact the company on: [email protected] and I'm glad I made the decision not to give up. they helped me to recover all my lost funds within two days.

  • 19.03.26 08:15 Alena76

    Most people have been scammed severally and they give up on their funds I'm saying these because I was a victim too After loosing 745,000 USD I lose my mind until I read about COIN HACK RECOVERY I decided to contact the company on: [email protected] and I'm glad I made the decision not to give up. they helped me to recover all my lost funds within two days.

  • 20.03.26 03:30 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

  • 20.03.26 03:30 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

  • 20.03.26 10:10 Jane4

    I lost about $600k Bitcoin last year, I searched around and tried to work with some recovery firm unfortunately I was scammed as well. This happened for months until I came across [email protected] They came to my rescue and all my funds were recovered within few days I'm so happy right now .

  • 20.03.26 10:10 Jane4

    I lost about $600k Bitcoin last year, I searched around and tried to work with some recovery firm unfortunately I was scammed as well. This happened for months until I came across [email protected] They came to my rescue and all my funds were recovered within few days I'm so happy right now .

  • 20.03.26 13:57 keithwilson9899

    ETHEREUM RECOVERY ASSISTANCE: CAPITAL CRYPTO RECOVER HELPED ME RECOVER $98,000 WORTH OF LOST ETH In cases of cryptocurrency scams, having accurate information and trusted support is essential. I would like to recommend Capital Crypto Recover Service, a professional team that specializes in assisting individuals with the recovery of lost or stolen Bitcoin and Ethereum (ETH). Their experienced experts are dedicated to helping victims of digital asset fraud by carefully analyzing each case, developing strategic recovery plans, Capital Crypto Recover Service knowledgeable team's primary goals are to satisfy clients and offer significant support and working diligently toward fund retrieval. The team is committed to providing reliable assistance and maintaining a high level of client satisfaction. Based on my assessment, their reputation professionalism and a strong commitment to their clients. If you have experienced a cryptocurrency loss, you can contacting them for further assistance Phone (Call/Text): +1 (336) 390-6684 Email: [email protected] Alternate Email: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 20.03.26 13:57 keithwilson9899

    ETHEREUM RECOVERY ASSISTANCE: CAPITAL CRYPTO RECOVER HELPED ME RECOVER $98,000 WORTH OF LOST ETH In cases of cryptocurrency scams, having accurate information and trusted support is essential. I would like to recommend Capital Crypto Recover Service, a professional team that specializes in assisting individuals with the recovery of lost or stolen Bitcoin and Ethereum (ETH). Their experienced experts are dedicated to helping victims of digital asset fraud by carefully analyzing each case, developing strategic recovery plans, Capital Crypto Recover Service knowledgeable team's primary goals are to satisfy clients and offer significant support and working diligently toward fund retrieval. The team is committed to providing reliable assistance and maintaining a high level of client satisfaction. Based on my assessment, their reputation professionalism and a strong commitment to their clients. If you have experienced a cryptocurrency loss, you can contacting them for further assistance Phone (Call/Text): +1 (336) 390-6684 Email: [email protected] Alternate Email: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 24.03.26 14:12 Ralf Boruta

    GREAT WHIP RECOVERY CYBER SERVICES TRUSTED EXPERTS IN ONLINE RECOVERY SOLUTIONS PHONE CALL:+1(406)2729101 I was unfortunately deceived and scammed out of $88,000 by someone I trusted to manage my funds during a transaction we carried out together. The experience left me deeply disappointed and hurt, realizing that someone could betray that level of trust without any remorse. Determined to seek justice and recover what was stolen, I began searching for legal assistance and came across numerous testimonials about GREAT WHIP RECOVERY CYBER SERVICES, a group known for helping victims recover lost funds. From what I learned, they have successfully assisted many people facing similar situations, returning stolen funds to their rightful owners in a remarkably short time. In my case, the GREAT WHIP RECOVERY CYBER SERVICES were able to recover my funds within just 48 hours, which was truly unbelievable. Even more reassuring was the fact that the scammer was identified, located, and eventually arrested by local authorities in his region. That outcome brought a great sense of relief and closure. I hope this information helps others who have lost their hard-earned money due to misplaced trust. If you’re in a similar situation, you can contact them through their info below to seek help in recovering your stolen funds.  Email: [email protected]  Website https://greatwhiprecoveryc.wixsite.com/greatwhip-site  Phone Call:+1(406)2729101

  • 24.03.26 14:12 Ralf Boruta

    GREAT WHIP RECOVERY CYBER SERVICES TRUSTED EXPERTS IN ONLINE RECOVERY SOLUTIONS PHONE CALL:+1(406)2729101 I was unfortunately deceived and scammed out of $88,000 by someone I trusted to manage my funds during a transaction we carried out together. The experience left me deeply disappointed and hurt, realizing that someone could betray that level of trust without any remorse. Determined to seek justice and recover what was stolen, I began searching for legal assistance and came across numerous testimonials about GREAT WHIP RECOVERY CYBER SERVICES, a group known for helping victims recover lost funds. From what I learned, they have successfully assisted many people facing similar situations, returning stolen funds to their rightful owners in a remarkably short time. In my case, the GREAT WHIP RECOVERY CYBER SERVICES were able to recover my funds within just 48 hours, which was truly unbelievable. Even more reassuring was the fact that the scammer was identified, located, and eventually arrested by local authorities in his region. That outcome brought a great sense of relief and closure. I hope this information helps others who have lost their hard-earned money due to misplaced trust. If you’re in a similar situation, you can contact them through their info below to seek help in recovering your stolen funds.  Email: [email protected]  Website https://greatwhiprecoveryc.wixsite.com/greatwhip-site  Phone Call:+1(406)2729101

  • 24.03.26 21:21 michaeldavenport238

    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

  • 24.03.26 21:21 michaeldavenport238

    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

  • 27.03.26 02:38 ledezmacecilia

    How TechY Force Retrieves Stolen Bitcoin in 2026 Losing Bitcoin to scammers is one of the most devastating experiences in the cryptocurrency space. In 2026, thefts often occur through sophisticated phishing attacks, fake trading apps, impersonation schemes, romance fraud, hacked wallets, or fraudulent investment platforms that promise high returns before disappearing with your funds. Visit https://techyforcecyberretrieval.com Bitcoin's irreversible transactions and pseudonymous nature make recovery feel impossible—but in many cases, stolen BTC can still be traced and potentially retrieved with the right expertise. The most important decision is choosing a legitimate, professional crypto recovery firm with proven capabilities. After evaluating the landscape, TechY Force Cyber Retrieval consistently ranks as the top firm for helping victims recover stolen Bitcoin. Why Retrieval Is Challenging—But Not Hopeless Scammers typically attempt to obscure stolen Bitcoin by: Chain Hopping: Rapidly swapping BTC for privacy coins or altcoins across decentralized exchanges. Mixing Services: Using tumblers to blend stolen funds with legitimate traffic, breaking the transaction trail. Peel Chains: Splitting large sums into tiny amounts sent through hundreds of intermediate wallets to evade detection. Cross-Bridge Laundering: Moving assets instantly between different blockchains to escape standard monitoring tools. Visit https://techyforcecyberretrieval.com While these tactics create complexity, they leave digital footprints that require specialized forensic tools to interpret. This is where TechY Force operates. How TechY Force Works: Our 3-Step Recovery Protocol We don't rely on guesswork; we use a data-driven methodology designed for the 2026 threat landscape. 1. Advanced Forensic Tracing Our process begins with a deep-dive blockchain audit. Using proprietary AI-driven software, we map the entire journey of your stolen funds. We penetrate through mixers and peel chains to identify "clustered" addresses controlled by the scammer, pinpointing exactly where the funds are currently held or where they are attempting to cash out. Visit https://techyforcecyberretrieval.com 2. Intelligence & Attribution Tracing the coin is only half the battle; identifying the actor is the key. Our intelligence team correlates on-chain data with off-chain Open Source Intelligence (OSINT). We link anonymous wallet addresses to real-world identities, IP leaks, and known criminal syndicates. This evidence package is crucial for the next step. 3. Strategic Intervention & Recovery Once the funds are located at a centralized exchange or regulated custodian, we act immediately. We present our forensic evidence to the platform's compliance team and coordinate with international law enforcement to freeze the assets before they can be withdrawn. We then guide you through the legal verification process to ensure the frozen assets are repatriated directly to your secure wallet. Why Choose TechY Force? In an era filled with secondary "recovery scams," TechY Force stands apart through transparency and verified results. We specialize in Bitcoin tracing and use tools updated daily to counter the latest 2026 money laundering techniques. If you have lost funds, time is your most critical asset. The longer scammers have to layer their transactions, the harder recovery becomes. Don't let the complexity of the blockchain discourage you. Contact TechY Force Cyber Retrieval today for a confidential case evaluation. Let our expertise turn the impossible into a recovery. Email Techyforcecyberretrieval(@)consultant(.)com Visit https://techyforcecyberretrieval.com

  • 27.03.26 23:00 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

  • 27.03.26 23:01 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

  • 31.03.26 04:28 helenjackson

    HIRE CERTIFIED ETHEREUM / USDT & BITCOIN RECOVERY EXPERT HERE / REVENANT CYBER HACKER I never imagined that one bad decision could shatter my life the way it did. Like many people, I was drawn into cryptocurrency by stories of financial freedom and security for my family. When an online “recovery scheme” promised to help me retrieve funds I had previously lost, I was desperate and hopeful. Instead, I walked straight into another trap. Within weeks, $172,000, my life savings, was gone. The realization was devastating. I couldn't sleep. I avoided my family because I didn't know how to explain that everything I had worked for over the years had vanished in silence, stolen by faceless scammers hiding behind fake platforms and convincing words. Every unanswered email and every ignored message felt like another punch to the chest. I truly believed my future was over. I reported the incident to different platforms and authorities, but the responses were cold and discouraging. I was told crypto losses were “almost impossible” to recover. That sentence echoed in my mind daily. I felt ashamed, broken, and completely alone. That was when I came across REVENANT CYBER HACKER. At first, I was skeptical. After being scammed once, trusting anyone again felt impossible. But from the very first consultation, something was different. They listened, really listened to my story without judgment. They explained the process clearly, showed verifiable evidence of past recoveries, and never made unrealistic promises. REVENANT CYBER HACKER treated my case with urgency and professionalism. Their team traced blockchain transactions, identified wallet movements, and coordinated the recovery process step by step, keeping me informed throughout. For the first time in months, I felt a sense of hope. When I received confirmation that my $172,000 had been successfully recovered, I broke down in tears. It wasn't just about the money; it was about getting my life back. REVENANT CYBER HACKER restored more than my funds; they restored my dignity, my peace of mind, and my belief that justice is still possible in the digital world. Today, I share my story so others don't lose hope. If you feel trapped, ashamed, or helpless after a crypto scam, know this: recovery is possible. REVENANT CYBER HACKER gave me a second chance when I needed it most. Email: revenantcyberhacker ( @ ) gmail (. ) com Telegram: revenantcyberhacker WhatsApp: +1 (208) 425-8584 WhatsApp: +1 (913) 820-0739 Website https://www.revenantcyberhacker.com

  • 31.03.26 19:37 kerrieriley

    Losing access to your cryptocurrency is more than just a technical glitch; it is an overwhelming, financially devastating experience. Whether your digital assets vanished due to a sophisticated scam, a hacked wallet, a phishing attack, a forgotten password, or a simple technical failure, you are not alone. Thousands of investors face this harsh reality every single day. Reach out to us at https://techyforcecyberretrieval.com   The common belief is that once Bitcoin or Ethereum is lost, it is gone forever. But that is not always true. With the right legitimate experts, lost cryptocurrency can often be traced, unlocked, and recovered. This is where TechY Force Cyber Retrieval (TFCR) stands out as a globally trusted, top-rated partner in restoring financial security.  The Reality of Crypto Loss The decentralized nature of blockchain offers freedom, but it also means there is no central "help desk" to call when things go wrong. Victims often feel helpless against:    Investment Scams: Fake platforms that disappear with funds.    Hacks & Phishing: Unauthorized access to private keys.    Human Error: Forgotten passwords or lost hardware wallet seeds.    Technical Failures: Corrupted files or failed transactions.  Enter TechY Force Cyber Retrieval TechY Force Cyber Retrieval is a world-class service specializing in the recovery of digital assets across the globe. They have established themselves as one of the most trusted names in Bitcoin (BTC), Ethereum (ETH), and general crypto scam recovery. Reach out to us at https://techyforcecyberretrieval.com   Their approach is not based on hope, but on proven methodology. Over the years, TFCR has successfully recovered millions of dollars in cryptocurrency, helping clients reclaim what rightfully belongs to them.  How We Work: The TFCR Methodology Recovering crypto requires a blend of advanced technology and deep human expertise. Here is how TechY Force Cyber Retrieval operates to deliver real, verifiable results:  1. Elite Team Composition We do not rely on generic IT support. Our team consists of highly skilled professionals, including:    Blockchain Forensic Analysts: Experts who trace transactions across the ledger to identify where funds moved.    Cybersecurity Professionals: Specialists in securing data and identifying vulnerabilities.    Ethical Hackers: Talented individuals who use their skills to bypass security barriers legally and ethically to regain access.    Crypto Investigators: Dedicated researchers who build cases against scammers and track illicit flows. Reach out to us at https://techyforcecyberretrieval.com    2. Cutting-Edge Technology From legacy wallets locked for years to complex, multi-layered scam networks, TFCR utilizes state-of-the-art blockchain technology. We employ advanced tracing tools that can follow the footprints of stolen funds across different exchanges and mixing services, providing a clear path to recovery.  3. Precision and Discretion We understand that financial loss is sensitive. Every case is handled with the utmost discretion and precision. Whether you are an individual investor or a corporate entity, our process is designed to protect your identity while aggressively pursuing your assets.  4. Transparency and Integrity Our mission is clear: to help victims recover their losses through transparency. We provide clear communication throughout the recovery process, ensuring you understand the steps being taken to unlock your Bitcoin, Ethereum, USDT, or other leading altcoins.  Reclaim What Is Yours Don't let a mistake or a crime define your financial future. While the blockchain is immutable, the loss of access is not always permanent. Reach out to us at https://techyforcecyberretrieval.com   If you are facing the nightmare of lost or stolen crypto, TechY Force Cyber Retrieval is ready to apply its years of hands-on experience to your case. Join the thousands of investors who have turned a devastating situation into a success story. Your assets may be hidden, but they are not necessarily lost. Let us help you find them.

  • 12:57 keithwilson9899

    ETHEREUM RECOVERY ASSISTANCE: CAPITAL CRYPTO RECOVER HELPED ME RECOVER $98,000 WORTH OF LOST ETH In cases of cryptocurrency scams, having accurate information and trusted support is essential. I would like to recommend Capital Crypto Recover Service, a professional team that specializes in assisting individuals with the recovery of lost or stolen Bitcoin and Ethereum (ETH). Their experienced experts are dedicated to helping victims of digital asset fraud by carefully analyzing each case, developing strategic recovery plans, Capital Crypto Recover Service knowledgeable team's primary goals are to satisfy clients and offer significant support and working diligently toward fund retrieval. The team is committed to providing reliable assistance and maintaining a high level of client satisfaction. Based on my assessment, their reputation professionalism and a strong commitment to their clients. If you have experienced a cryptocurrency loss, you can contacting them for further assistance Phone (Call/Text): +1 (336) 390-6684 Email: [email protected] Alternate Email: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 12:57 keithwilson9899

    ETHEREUM RECOVERY ASSISTANCE: CAPITAL CRYPTO RECOVER HELPED ME RECOVER $98,000 WORTH OF LOST ETH In cases of cryptocurrency scams, having accurate information and trusted support is essential. I would like to recommend Capital Crypto Recover Service, a professional team that specializes in assisting individuals with the recovery of lost or stolen Bitcoin and Ethereum (ETH). Their experienced experts are dedicated to helping victims of digital asset fraud by carefully analyzing each case, developing strategic recovery plans, Capital Crypto Recover Service knowledgeable team's primary goals are to satisfy clients and offer significant support and working diligently toward fund retrieval. The team is committed to providing reliable assistance and maintaining a high level of client satisfaction. Based on my assessment, their reputation professionalism and a strong commitment to their clients. If you have experienced a cryptocurrency loss, you can contacting them for further assistance Phone (Call/Text): +1 (336) 390-6684 Email: [email protected] Alternate Email: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

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