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Некоторые замечания об игре в Шахматы против LLM (на примере deepseek)

Поскольку LLM (все эти ChatGPT, DeepSeek и т.п.) это языковые модели, которые по идее просто складывают ответ из кусочков фраз, как в калейдоскопе - мы не ожидаем от них чудес логики. Тем больше они нас удивляют пытаясь генерировать ответы на достаточно мудрёные задачи - от генерации и исправления программного кода до, например, игры в шахматы.

Идея с игрой в шахматы хороша тем что на ней легко продемонстрировать и неспециалисту как возможности так и ограничения LLM. Эксперименты на эту тему появились уже давно, например в статье на Хабре же от 2023 года. Там автор на 6м ходу сделал неправильный ход но LLM этого не заметила. Мы кратенько посмотрим есть ли прогресс в этом направлении, попробуем немного изменить подход и потестируем пару похожих игр.

Обзор предыдущей статьи

Здесь пара наблюдений - во-первых автор попробовал прямолинейно задать задачу - вот садись и играй со мной. В комментариях отметили что поскольку LLM не обладает памятью как таковой, эта задача возможна только с некоторыми ограничениями - в частности LLM в том или ином виде выводит текущую позицию в каждом ответе и переиспользует её.

Второе наблюдение - опять же из комментариев - чуть более ранняя версия ChatGPT вообще сразу отказывалась играть сообщая что она LLM а не шахматный движок. Из этого можно сделать вывод - разработчики в какой-то мент подсуетились и добавили в каком-то виде "бэкенд" под эту конкретную задачу. Правда не полноценный движок а только возможность отображать позицию и предлагать ходы.

Попытка №1 - по аналогии с предыдущей статьёй

Мы попробуем использовать DeepSeek (в основном потому что он доступен без ухищрений) - и сперва зададим вопрос в аналогичном ключе:

Как видим, LLM сразу предлагает использовать популярную в компьютерных шахматах нотацию для записи позиции (построчно) - но впрочем говорит что может и изобразить кое-как доску в ASCII. С учётом печати символов с небольшой задержкой это оказывается довольно нудно. По ходу я попросил LLM не пытаться давать подсказок и уже на 2-м ходу столкнулся с небольшой проблемой:

1. e4 e5 2. d4 exd4
1. e4 e5 2. d4 exd4

Пешка с e5 бьёт d4 и судя по диаграмме оказывается опять же на d5. Попытки убедить исправить это безобразие не увенчались успехом.

Я предложил начать заново и использовать только FEN-нотацию. Её можно копипастить например на доску анализа на lichess а не "визуализировать в уме".

те же ходы 1. e4 e5 2. d4 exd4
те же ходы 1. e4 e5 2. d4 exd4

В этот раз всё правильно, и чёрная и белая пешки стоят бок о бок на четвертой горизонтали.

исправленная позиция после двух двойных ходов
исправленная позиция после двух двойных ходов

К сожалению на этом хорошее заканчивается. Игнорируя подсказки ИИ (типичное продолжение Nf3 - навалиться на пешку конём а не сразу бить ферзем, иначе его отгонят с потерей темпа) я предлагаю двинуть вперед мою пешку.

отказывается двигать пешку вперед
отказывается двигать пешку вперед

Объяснение впечатляет - пойти на e5 нельзя потому что пешка уже на e4 (она не может двинуться отсюда на e5 за один ход). Искать логику в этом объяснении бессмысленно - но оно хорошо показывает что LLM именно языковая модель - она забрасывает нас формально склееенными фразами примерно соответствующими ситуации которую обрисовал запрос.

Оставим попытки идти этим путём и попробуем чуть иначе.

Попытка №2 - даём позицию, спрашиваем лучший ход

Простейшая оптимизация с учётом характера работы LLM - предложить ей готовую позицию и задать относительно неё вопрос. Расставим фигуры в соответствии с 2.5 первыми ходами:

1. e4 e5 2. Nf3 d6 3. Bb5
1. e4 e5 2. Nf3 d6 3. Bb5

Спросим какой ход порекомендует за чёрных

предлагает ход a6 вместо c6
предлагает ход a6 вместо c6

Как видим идея логичная - прогнать вылезшего невовремя слона - но реализация не просто плохая а даже невалидная, король остается под шахом. Гнать слона нужно пешкой c6 а не a6. Будем терпеливы и обратим внимание на этот момент...

замечательно что так подробно поясняет
замечательно что так подробно поясняет

Предложенный ход адекватный, но пояснения (которые хотелось почикать с этого скриншота) настораживают - четвёртый вариант предлагает сдвинуть короля вправо, но отмечает что это ход некорректный, потому что король остаётся под шахом от слона. Не верь глазам своим - король не остаётся под шахом, но пойти на f8 конечно не может так как там стоит его собственный слон!

Кажется на этом желание продолжать уже иссякает - слишком много усилий для достижения ничтожного результата.

Однако попробуем ещё один вопрос - посчитать количество возможных ходов в позиции - для шахматного движка перечисление ходов - это основа алгоритма.

Немного поварьируем позицию - я сделаю ход пешкой (а не конём) чтобы предотвратить размен слона на коня и заставить противника потерять темп...

сколько ходов белых возможно в этой позиции?
сколько ходов белых возможно в этой позиции?

Как я вижу, здесь 6 пешек могут сделать короткий или длинный ход каждая (всего 12) доступны 2 хода левым и 5 ходов правым конём, слон может сделать 7 ходов, ферзь 1 и король 3 включая рокировку - итого 30 что ли? А что думает наш "калькулятор"?

очевидно он не считает на самом деле ходы а опять же "склеивает" ответ из фраз... где их берет?
очевидно он не считает на самом деле ходы а опять же "склеивает" ответ из фраз... где их берет?

Поскольку текст ответа печатается с маленькими задержками, до последнего момента не оставляет надежда на лучшее. И эта аккуратная разбивка по фигурам... К сожалению содержание ответа печально:

  • для короля упущен третий ход Kf1

  • зато ферзь считает коня на f3 пустым местом и имеет 4 хода в этом направлении - да ещё один на d2 (пешку тоже не замечает)

Остаток списка ходов тоже содержит интересные откровения:

Rook Moves (2): Rh1e1 Ra1b1 Bishop Moves (4): Bb5a4 Bb5c4 Bb5d3 Bb5e2 Knight Moves (from b1) (2): Nb1c3 Nb1a3 Pawn Moves (7): a3, a4 b3, b4 c3, c4 g3, g4 h3, h4 d3 (but not d4 as it's blocked by pawn on d6) f4 Knight Moves (from f3) (4): Nf3g5 Nf3h4 Nf3d4 Nf3e5 Total Valid Moves: After careful counting, White has 26 legal moves in this position.

Оказывается возможны ходы ладьями а пешка на d может пойти на d3 но не на d4 потому что ей мешает пешка на d6. Отдельно любопытно что пишет - ходов пешек всего 7 - и перечисляет 8 (включая невалидный f4 - прыжком через коня).

Хватит с шахматами. Ведь это китайский LLM - попробуем его родную игру!

Сыграем в Китайские Шахматы - Xiang-qi

Вероятно не все (и даже многие) не знают подробностей правил этой игры, но для наших экспериментов это и не требуется. При желании вы можете расспросить LLM о правилах. Я их знаю поверхностно и уточнив что LLM понимает нотацию XFEN попробую ей воспользоваться. Как и раньше, сделаю пару первых ходов и спрошу совета:

красные двинули вперед пешку а чёрные шагнули вправо "колесницей"
красные двинули вперед пешку а чёрные шагнули вправо "колесницей"

В этой позиции пушка (катапульта) угрожает побить пешку красных - у этой фигуры довольно необычное поведение - она ходит как ладья (колесница), но бьёт (тоже по горизонтали или вертикали) прыжком через ровно одну фигуру (свою или противника) - ей как бы нужна точка опоры. В данном слуае такой опорой будет чёрная пешка (вторая слева).

Что нам предложит DeepSeek?

Для ходов используется китайское наименование фигур а для позиции европейское
Для ходов используется китайское наименование фигур а для позиции европейское

Кони в китайских шахматах ходят почти как в европейских с одним любопытным отличием - если "впритирку" к коню стоит другая фигура (своя или чужая) - по горизонтали или вертикали - то он лишается подвижности в этом направлении (то есть теряет 2 хода из 8). Иными словами коней можно блокировать. Вместе с поведением катапульт это даёт игре довольно неожиданные повороты.

Даже если мы не очень знакомы с принятой в Xiang-qi записью ходов, DeepSeek нам подсказывает. К сожалению трудно понять что он пытается предложить. Запись H0+1 не кажется мне знакомой, коня на "g0" нет и даже если имелся в виду конь на h0 то в этом направлении пойти он не может т.к. подпёрт слоном, как пояснено выше. Попробуем уточнить:

во как скакнул
во как скакнул

Конь совершил квантовый скачок на 2 клетки вперед и на 3 вправо. Не знаю есть ли подобная фигура в "сказочных шахматах" но это точно не по правилам Xiang-qi. Кажется на этом эксперимент можно считать ещё более неудачным чем с шахматами.

Игра попроще - Ним

Конечно LLM знает всё или почти всё о более простых играх. В игре Ним у нас есть несколько кучек камней и можно брать сколько угодно из любой (но только одной) по очереди. Цель - взять последний камень. Я предлагаю начать с кучками из 3, 5 и 7 камней

он подробно рассказывает о том какой алгоритм используется для выигрыша в игре (и следует ему)
он подробно рассказывает о том какой алгоритм используется для выигрыша в игре (и следует ему)

Я предлагаю взять 3 камня из средней кучки и оказывается что мой противник забыл текущую позицию. Я-то предполагал что он анализирует свой предыдущий ответ...

должно быть 3, 2, 6 конечно
должно быть 3, 2, 6 конечно

я напоминаю ему позицию и прошу исправиться. он это делает но неожиданно впадает в целую цепочку нерешительных раздумий

дальше идёт примерно столько же текста и исправленный результат 3, 2, 1
дальше идёт примерно столько же текста и исправленный результат 3, 2, 1

В конце он говорит что возьмёт 5 камней из третьей кучки. Хорошо, памятуя что ему надо давать каждый раз текущую позицию, продолжаю:

какой молодец
какой молодец

Что ж, это вам не шахматы, с небольшими погрешностями LLM доводит дело до конца. Не откажем ему в удовольствии насладиться победой - прошу выразить триумфально свой триумф:

предложение сыграть в крестики нолики звучит уже немного пугающе
предложение сыграть в крестики нолики звучит уже немного пугающе

Можно отдать должное языковым способностям движка - ну заодно и порадоваться его предложению сыграть в крестики-нолики.

Честно говоря я планировал сделать совсем короткую заметку единственная цель которой - предложить коллегам эдакий "инструмент" на случай когда нужно объяснить проблематичность использования ИИ для решения (псевдорешения!) задач требующих логики. Тем не менее если кому-то будет не лень попробовать в крестики-нолики - расскажите, чем кончится дело!

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  • 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

  • 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

  • 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

  • 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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