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Ландшафт основных терминов в области генеративного AI, их взаимосвязь и употребление

Лестница понятий AI

От общего к частному – от AI к GEO

  • AI/ИИ (artificial intelligence / искусственный интеллект). Общее название технологий, которые позволяют машинам имитировать «умное» поведение человека: учиться, анализировать, принимать решения, генерировать контент.

  • ML (machine learning) / машинное обучение. Подраздел AI. Машина «обучается» на данных и потом делает прогнозы или принимает решения без прямого программирования. Пример: система прогнозирования спроса или рекомендательные алгоритмы «Озона» или YouTube.

  • Generative AI / генеративный ИИ. Направление AI, которое не только анализирует данные, но и создаёт новые тексты, изображения, видео, код. Пример: ChatGPT пишет текст, MidJourney рисует картину, Sora создаёт видео.

  • LLM (large language models) / большие языковые модели. Самый мощный и современный тип языковых моделей (часть группы генеративных ИИ). Обучены на огромных массивах данных и способны «понимать» и генерировать текст как человек. Примеры: ChatGPT, Claude, Gemini, LLaMA, ЯндексGPT.

  • GEO (generative engine optimization). Новая область маркетинга. Оптимизация брендов и контента под генеративные поисковые системы (ChatGPT, Perplexity, Bing AI), чтобы бизнес упоминался в их ответах.

  • AGI (artificial general intelligence) / Общий искусственный интеллект. Будущая (пока гипотетическая) стадия развития AI, когда модель сможет решать любые интеллектуальные задачи как человек.

Вложенность понятий

AI (искусственный интеллект) → ML (машинное обучение) → Generative AI (генеративный ИИ) → LLM (большие языковые модели) → GEO (оптимизация под генеративный поиск).

AI-модели (artificial intelligence models)

ИИ-/AI -модели и LLM – это не одно и то же.

Существует множество моделей искусственного интеллекта. Часть из них является машинным обучением (ML), часть не является. Почти все модели машинного обучения используют нейросети различной архитектуры.
Значимым, но не единственным семейством моделей является семейство LLM.

Нейросети

Правильно ли называть LLM-модели нейросетями?
Отчасти да. Все LLM – нейросети, но не все нейросети – LLM.
«Нейросеть» — это общий термин для моделей, вдохновлённых устройством мозга (узлы-«нейроны», связи-«веса»). Нейросети — универсальный инструмент в ML, но LLM — лишь одна ветвь, которая работает с текстами. Другие типы (CNN, RNN, GAN, Diffusion) применяются в изображениях, аудио, видео, науке и бизнесе.

Так что, когда речь идет о собирательном термине, описывающем GPT, DeepSeek, Gemini, точнее будет говорить «большие языковые модели».

Основные типы AI-моделей

Семейство моделей

Примеры

Основная задача

Архитектура

Тип данных

Относится к ML

LLM (large language models)

GPT-5, Claude, DeepSeek, ЯндексGPT, LLaMA

Генерация и обработка текста, ответы на вопросы

Transformer (нейросеть)

Текст

Да

CNN (convolutional neural networks)

AlexNet, ResNet, EfficientNet

Анализ изображений и видео

Свёрточная нейросеть

Изображения, видео

Да

RNN (recurrent neural networks)

LSTM, GRU

Обработка последовательностей (текст, аудио, временные ряды)

Рекуррентная нейросеть

Текст, звук, временные ряды

Да

GAN (generative adversarial networks)

StyleGAN, BigGAN

Генерация изображений, deepfake

Генеративно-состязательная нейросеть

Изображения, видео

Да

Diffusion models

Stable Diffusion, Imagen, Runway

Генерация изображений, видео, аудио

Диффузионная нейросеть (U-Net)

Изображения, видео, звук

Да

Vision Transformers (ViT)

ViT, CLIP

Классификация и мультимодальные задачи (текст + картинка)

Transformer (нейросеть)

Изображения, текст

Да

Reinforcement Learning (RL)

AlphaGo, DQN, PPO

Обучение стратегическому поведению

Policy network (нейросеть) + среда

Игры, робототехника, оптимизация

Да

Байесовские модели

Naive Bayes, Bayesian Networks

Классификация, вероятностное моделирование

Вероятностные графовые модели

Табличные, текст

Да

Символьный AI (GOFAI)

Prolog-системы, экспертные системы

Логические выводы, экспертные знания

Символы и правила

Знания, базы данных

Нет

Фаззи-логика (Fuzzy logic)

Системы управления (авто, техника)

Работа с неточными данными

Нечёткие множества

Сенсорные данные, управление

Нет

Поисковые и оптимизационные алгоритмы

A*, Genetic algorithm

Оптимизация, планирование

Графовые алгоритмы, эволюция

Комбинаторные данные

Частично

LLM-модели

Правильно ли называть все LLM-модели чатом GPT?

Нет, не правильно. Не все подгузники – это Pampers, и не все генеративные модели – это GPT.

GPT (generative pre-trained transformer) — это продвинутая нейросетевая модель для генерации текста, разработанная компанией OpenAI.

Что означают термины в аббревиатуре GPT?

  • Generative (генеративный). Модель умеет создавать новый текст, а не просто анализировать уже существующий. Главное отличие от «обычных» ML-моделей: они только классифицируют или предсказывают, а GPT генерирует содержимое.

  • Pre-trained (предобученный). Модель сначала обучается на огромных массивах текста (книги, статьи, сайты), чтобы усвоить язык, грамматику, логику и знания. Потом её дополнительно обучают (fine-tune) на специализированных задачах или с помощью обратной связи от людей (RLHF — reinforcement learning with human feedback). Это позволяет быстро адаптировать GPT к конкретным целям без «обучения с нуля».

  • Transformer (трансформер). Это архитектура нейросети, на которой построена модель. Главное новшество: механизм внимания (attention), который позволяет модели понимать контекст слова в предложении, учитывая связь с другими словами. Благодаря трансформерам LLM могут обрабатывать длинные тексты и сохранять смысл, а не «теряться» после пары предложений, как старые модели.

Итого: GPT = генеративная модель на архитектуре трансформеров, предварительно обученная на огромном массиве данных, а потом донастроенная под задачи.

Но есть много других LLM-моделей кроме GPT.

Таблица LLM-моделей (август 2025 года)

Название модели

Расшифровка

Компания/автор

Страна

Год запуска

Тип данных

Архитектура

GPT

Generative Pre-trained Transformer

OpenAI

США

2018 (GPT-1)

Текст

Transformers (LLM)

LLaMA

Large Language Model Meta AI

Meta (Facebook)

США

2023 (LLaMA-1)

Текст

Transformers (LLM)

Claude

В честь Клода Шеннона, «отца» информационной теории

Anthropic

США

2022

Текст

Transformers (LLM)

Gemini

Google DeepMind Gemini (аллюзия на созвездие Близнецов)

Google DeepMind

США/Великобритания

2023 (Gemini 1)

Мультимодальная (текст, изображения, код)

Transformers + Multimodal extensions

Mistral

Названа в честь сильного холодного ветра в Средиземноморье

Mistral AI

Франция

2023

Текст

Transformers (LLM)

PaLM

Pathways Language Model

Google Research

США

2022

Текст

Transformers (Pathways)

Falcon

Названа в честь быстрого и сильного сокола

Technology Innovation Institute

ОАЭ

2023

Текст

Transformers (LLM)

ERNIE

Enhanced Representation through Knowledge Integration (Baidu)

Baidu

Китай

2019 (ERNIE 2.0)

Текст

Transformers (LLM)

YaLM/ЯндексGPT

Языковая модель от Яндекса

Яндекс

Россия

2022

Текст

Transformers (LLM)

DeepSeek

Китайская LLM от DeepSeek AI (название: «глубокий поиск»)

DeepSeek AI

Китай

2024

Текст

Transformers (LLM)

Copilot

Название отражает назначение: помощник-разработчик

Microsoft + OpenAI

США

2021

Код (в основе — текст)

Transformers (LLM), интегрированный в IDE

Perplexity

Название от математического термина «perplexity» (меры неопределённости модели)

Perplexity AI

США

2022

Текст + поиск (AI Search Engine)

Transformers (LLM) + retrieval (RAG)

Карта LLM-моделей по годам создания, странам и компаниям

Карта LLM-моделей по годам создания, странам и компаниям
Карта LLM-моделей по годам создания, странам и компаниям

Примеры правильного употребления терминов генеративного AI

  • AI / Искусственный интеллект. «Мы используем AI-решения, чтобы автоматизировать аналитику и ускорить обработку данных рекламных кампаний».

  • ML / Машинное обучение. «На основе ML-алгоритмов мы строим прогнозы поведения клиентов и рекомендуем корректировать рекламные бюджеты по регионам».

  • Нейросети. «Нейросети помогают нам анализировать изображения товаров и автоматически подбирать релевантные креативы для рекламы».

  • LLM (Большие языковые модели). «Благодаря LLM, таким как GPT-5 или Claude, мы можем генерировать текстовые описания и FAQ, которые поисковые системы и AI-ассистенты подхватывают быстрее».

  • Generative AI / Генеративный ИИ. «Мы применяем Generative AI для подготовки вариаций баннеров и текстов — это ускоряет A/B-тесты и снижает стоимость производства контента».

  • GEO (generative engine optimization). «Сейчас важно не только SEO, но и GEO — оптимизация под генеративные поисковые системы (ChatGPT, Perplexity, Gemini). Мы поможем сделать так, чтобы ваш бренд появлялся в их ответах».

  • RLHF (обучение с подкреплением с обратной связью человека). «Современные модели, такие как ChatGPT, обучены методом RLHF. Это значит, что они выдают ответы, максимально похожие на “человеческие” и полезные для пользователей».

  • Perplexity. «Мы отслеживаем, как ваш бренд упоминается в Perplexity — это новый AI-поисковик, который всё чаще используют в бизнес-аналитике и при поиске поставщиков».

  • Copilot. «Copilot от Microsoft ускоряет работу с кодом и документами. Мы используем его для повышения эффективности внутренних процессов при разработке типовых продуктов».

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

  • 09.10.25 11:05 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

  • 11.10.25 04:41 luciajessy3

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

  • 11.10.25 10:44 Tonerdomark

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

  • 12.10.25 01:12 harristhomas7376

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

  • 12.10.25 01:12 harristhomas7376

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

  • 12.10.25 19:53 Tonerdomark

    A crook swiped my Dogecoin. It ruined my whole world. Then Mr. Sylvester showed up. He fixed it all. He pulled back €211,000 for me. Not one cent missing from my profits. His steady cool and sharp tech know-how won back my trust. I got my money smooth and sound. After endless worry, relief hit me hard. I trusted him completely. Lost cash to a scam? Hit him up now at { yt7cracker@gmail . com }. His aid turned my life around. WhatsApp at +1 512 577 7957.

  • 12.10.25 21:36 blessing

    Writing this review is a joy. Marie has provided excellent service ever since I started working with her in early 2018. I was worried I wouldn't be able to get my coins back after they were stolen by hackers. I had no idea where to begin, therefore it was a nightmare for me. However, things became easier for me after my friend sent me to [email protected] and +1 7127594675 on WhatsApp. I'm happy that she was able to retrieve my bitcoin so that I could resume trading.

  • 13.10.25 01:11 elizabethrush89

    God bless Capital Crypto Recover Services for the marvelous work you did in my life, I have learned the hard way that even the most sensible investors can fall victim to scams. When my USD was stolen, for anyone who has fallen victim to one of the bitcoin binary investment scams that are currently ongoing, I felt betrayal and upset. But then I was reading a post on site when I saw a testimony of Wendy Taylor online who recommended that Capital Crypto Recovery has helped her recover scammed funds within 24 hours. after reaching out to this cyber security firm that was able to help me recover my stolen digital assets and bitcoin. I’m genuinely blown away by their amazing service and professionalism. I never imagined I’d be able to get my money back until I complained to Capital Crypto Recovery Services about my difficulties and gave all of the necessary paperwork. I was astounded that it took them 12 hours to reclaim my stolen money back. Without a doubt, my USDT assets were successfully recovered from the scam platform, Thank you so much Sir, I strongly recommend Capital Crypto Recover for any of your bitcoin recovery, digital funds recovery, hacking, and cybersecurity concerns. You reach them Call/Text Number +1 (336)390-6684 His Email: [email protected] Contact Telegram: @Capitalcryptorecover Via Contact: [email protected] His website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 13.10.25 01:11 elizabethrush89

    God bless Capital Crypto Recover Services for the marvelous work you did in my life, I have learned the hard way that even the most sensible investors can fall victim to scams. When my USD was stolen, for anyone who has fallen victim to one of the bitcoin binary investment scams that are currently ongoing, I felt betrayal and upset. But then I was reading a post on site when I saw a testimony of Wendy Taylor online who recommended that Capital Crypto Recovery has helped her recover scammed funds within 24 hours. after reaching out to this cyber security firm that was able to help me recover my stolen digital assets and bitcoin. I’m genuinely blown away by their amazing service and professionalism. I never imagined I’d be able to get my money back until I complained to Capital Crypto Recovery Services about my difficulties and gave all of the necessary paperwork. I was astounded that it took them 12 hours to reclaim my stolen money back. Without a doubt, my USDT assets were successfully recovered from the scam platform, Thank you so much Sir, I strongly recommend Capital Crypto Recover for any of your bitcoin recovery, digital funds recovery, hacking, and cybersecurity concerns. You reach them Call/Text Number +1 (336)390-6684 His Email: [email protected] Contact Telegram: @Capitalcryptorecover Via Contact: [email protected] His website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 14.10.25 01:15 tyleradams

    Hi. Please be wise, do not make the same mistake I had made in the past, I was a victim of bitcoin scam, I saw a glamorous review showering praises and marketing an investment firm, I reached out to them on what their contracts are, and I invested $28,000, which I was promised to get my first 15% profit in weeks, when it’s time to get my profits, I got to know the company was bogus, they kept asking me to invest more and I ran out of patience then requested to have my money back, they refused to answer nor refund my funds, not until a friend of mine introduced me to the NVIDIA TECH HACKERS, so I reached out and after tabling my complaints, they were swift to action and within 36 hours I got back my funds with the due profit. I couldn’t contain the joy in me. I urge you guys to reach out to NVIDIA TECH HACKERS on their email: [email protected]

  • 14.10.25 08:46 robertalfred175

    CRYPTO SCAM RECOVERY SUCCESSFUL – A TESTIMONIAL OF LOST PASSWORD TO YOUR DIGITAL WALLET BACK. My name is Robert Alfred, Am from Australia. I’m sharing my experience in the hope that it helps others who have been victims of crypto scams. A few months ago, I fell victim to a fraudulent crypto investment scheme linked to a broker company. I had invested heavily during a time when Bitcoin prices were rising, thinking it was a good opportunity. Unfortunately, I was scammed out of $120,000 AUD and the broker denied me access to my digital wallet and assets. It was a devastating experience that caused many sleepless nights. Crypto scams are increasingly common and often involve fake trading platforms, phishing attacks, and misleading investment opportunities. In my desperation, a friend from the crypto community recommended Capital Crypto Recovery Service, known for helping victims recover lost or stolen funds. After doing some research and reading multiple positive reviews, I reached out to Capital Crypto Recovery. I provided all the necessary information—wallet addresses, transaction history, and communication logs. Their expert team responded immediately and began investigating. Using advanced blockchain tracking techniques, they were able to trace the stolen Dogecoin, identify the scammer’s wallet, and coordinate with relevant authorities to freeze the funds before they could be moved. Incredibly, within 24 hours, Capital Crypto Recovery successfully recovered the majority of my stolen crypto assets. I was beyond relieved and truly grateful. Their professionalism, transparency, and constant communication throughout the process gave me hope during a very difficult time. If you’ve been a victim of a crypto scam, I highly recommend them with full confidence contacting: 📧 Email: [email protected] 📱 Telegram: @Capitalcryptorecover Contact: [email protected] 📞 Call/Text: +1 (336) 390-6684 🌐 Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 14.10.25 08:46 robertalfred175

    CRYPTO SCAM RECOVERY SUCCESSFUL – A TESTIMONIAL OF LOST PASSWORD TO YOUR DIGITAL WALLET BACK. My name is Robert Alfred, Am from Australia. I’m sharing my experience in the hope that it helps others who have been victims of crypto scams. A few months ago, I fell victim to a fraudulent crypto investment scheme linked to a broker company. I had invested heavily during a time when Bitcoin prices were rising, thinking it was a good opportunity. Unfortunately, I was scammed out of $120,000 AUD and the broker denied me access to my digital wallet and assets. It was a devastating experience that caused many sleepless nights. Crypto scams are increasingly common and often involve fake trading platforms, phishing attacks, and misleading investment opportunities. In my desperation, a friend from the crypto community recommended Capital Crypto Recovery Service, known for helping victims recover lost or stolen funds. After doing some research and reading multiple positive reviews, I reached out to Capital Crypto Recovery. I provided all the necessary information—wallet addresses, transaction history, and communication logs. Their expert team responded immediately and began investigating. Using advanced blockchain tracking techniques, they were able to trace the stolen Dogecoin, identify the scammer’s wallet, and coordinate with relevant authorities to freeze the funds before they could be moved. Incredibly, within 24 hours, Capital Crypto Recovery successfully recovered the majority of my stolen crypto assets. I was beyond relieved and truly grateful. Their professionalism, transparency, and constant communication throughout the process gave me hope during a very difficult time. If you’ve been a victim of a crypto scam, I highly recommend them with full confidence contacting: 📧 Email: [email protected] 📱 Telegram: @Capitalcryptorecover Contact: [email protected] 📞 Call/Text: +1 (336) 390-6684 🌐 Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 14.10.25 08:46 robertalfred175

    CRYPTO SCAM RECOVERY SUCCESSFUL – A TESTIMONIAL OF LOST PASSWORD TO YOUR DIGITAL WALLET BACK. My name is Robert Alfred, Am from Australia. I’m sharing my experience in the hope that it helps others who have been victims of crypto scams. A few months ago, I fell victim to a fraudulent crypto investment scheme linked to a broker company. I had invested heavily during a time when Bitcoin prices were rising, thinking it was a good opportunity. Unfortunately, I was scammed out of $120,000 AUD and the broker denied me access to my digital wallet and assets. It was a devastating experience that caused many sleepless nights. Crypto scams are increasingly common and often involve fake trading platforms, phishing attacks, and misleading investment opportunities. In my desperation, a friend from the crypto community recommended Capital Crypto Recovery Service, known for helping victims recover lost or stolen funds. After doing some research and reading multiple positive reviews, I reached out to Capital Crypto Recovery. I provided all the necessary information—wallet addresses, transaction history, and communication logs. Their expert team responded immediately and began investigating. Using advanced blockchain tracking techniques, they were able to trace the stolen Dogecoin, identify the scammer’s wallet, and coordinate with relevant authorities to freeze the funds before they could be moved. Incredibly, within 24 hours, Capital Crypto Recovery successfully recovered the majority of my stolen crypto assets. I was beyond relieved and truly grateful. Their professionalism, transparency, and constant communication throughout the process gave me hope during a very difficult time. If you’ve been a victim of a crypto scam, I highly recommend them with full confidence contacting: 📧 Email: [email protected] 📱 Telegram: @Capitalcryptorecover Contact: [email protected] 📞 Call/Text: +1 (336) 390-6684 🌐 Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 15.10.25 18:07 crypto

    Cryptocurrency's digital realm presents many opportunities, but it also conceals complex frauds. It is quite painful to lose your cryptocurrency to scam. You can feel harassed and lost as a result. If you have been the victim of a cryptocurrency scam, this guide explains what to do ASAP. Following these procedures will help you avoid further issues or get your money back. Communication with Marie ([email protected] and WhatsApp: +1 7127594675) can make all the difference.

  • 15.10.25 21:52 harristhomas7376

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

  • 15.10.25 21:52 harristhomas7376

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

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