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Искусственный интеллект Джона Маккарти

«Я не считаю, что человеческий интеллект — это нечто такое, чего люди никогда не смогут понять». Джон Маккарти, март 1989 г.

Сегодня исполняется 97 лет со дня рождения Джона Маккарти, одного из людей, которые изменили весь информационный мир. Даже Джон Коннор существует только благодаря Джону Маккарти, ведь именно он придумал само понятие «искусственный интеллект», а драмы в его жизни хватало. Он внёс огромный вклад в развитие робототехники и многие другие системы, например — в распознавание речи. Отдавая дань памяти Джону мы сделали для вас, дорогие читатели, аудиоверсию статьи по старинке, без использования искусственного интеллекта.

Джон Маккарти имел классические американские корни, что логично, ведь он родился 4 сентября 1927 года в Бостоне, в семье ирландского эмигранта и литовки еврейской национальности, тоже переселившейся в США, правда… они ещё были активистами коммунистического движения, так что наша логика начинает несколько страдать. Отец Джона была убеждённым католиком, рыбаком и плотником, а также организатором профсоюзных движений, что стало причиной частых переездов семьи. Мать, профессиональная журналистка, сначала перешла с уровня федерального на уровень коммунистической газеты, а потом ушла в соцработники.

Искусственный интеллект Джона Маккарти, изображение №2

Сам Джон своё ранее увлечение наукой прямо связывал с политическими убеждениями своих родителей. Его любимая книга – совершенно обычная и знакомая многим из нас «100 000 почему» М. Ильина (это псевдоним, настоящее имя писателя – Илья Яковлевич Маршак, он брат Того Самого Маршака). С учётом того, что дело происходило в 1930-е гг. в США, ситуация несколько удивляет. Сам Джон уже ближе к старости отметит: «Я как-то недавно читал про одного китайского не по годам развитого ребёнка, который тоже читал 100 000 почему».

Сам Джон в многочисленных интервью практически не уделяет внимания своему детству, да и вспоминает себя как «рядового школьника», только этот «рядовой школьник» ещё в старших классах получил копии учебников по матанализу, которыми пользовались в Калифорнийском технологическом университете студенты первых двух курсов. Когда он туда поступил, обучение по этим предметам сразу началось на уровне третьего курса. Однозначно «типичный школьник».

❯ Путь к знаниям через страх

В 1948 году случилось одно из значимых событий в жизни Джона Маккарти. Он перешёл в аспирантуру Принстона и посетил симпозиум Хиксона по мозговым механикам (полное название – Hixon Symposium on Cerebral Mechanisms and Behavior). Само мероприятие могло не сохраниться в человеческой памяти, если бы не первая встреча Джона Маккарти и Джона Фон Неймана. Маккарти никогда не был учеником Неймана в привычном нам смысле. В то же время они изредка работали вместе.

Удивительно, но даже для гениев характерны страх и сомнения в себе. Джон Маккарти вспоминал, что он, будучи молодым аспирантом Принстона, пришёл к Нейману в Институт перспективных исследований и поделился с маэстро своими задумками – реакция, в целом, была очень положительной. Джон фон Нейман указал, что нужно учесть для дальнейшей проработки… а Джон Маккарти подумал и решил, что идеи для этого недостаточно хороши. И не стал их записывать. Спрашивается, зачем тогда ходил? Спустя годы сам Маккарти прямо скажет: «Это было глупо с моей стороны». Глупости он в целом любил. Например, прогуливал физкультуру настолько, что оказался в армии США, и лишь в 1948 году закончил учёбу.

Ранние идеи Маккарти были сложны, модель, которую он разрабатывал и пытался объяснить фон Нейману, не могла быть грамотно сформулирована даже её автором. Джону потребовалось более девяти лет, чтобы опубликовать свои наработки, ведь его встреча с фон Нейманом состоялась в 1948 году, а публикация появилась только в 1959 году. В этой публикации Джон смог сформулировать, как заставить мозг изучать конкретные факты и математическую логику. Статья вышла под названием «Программы со здравым смыслом» и, как считал сам Маккарти, сыграла важную роль в начале логического искусственного интеллекта.

К моменту публикации данной статьи уже сложно было найти что-то общее между Маккарти и тем молодым и совсем неопытным Джоном, который был слегка придавлен авторитетом своего статусного коллеги. В 1951 году Джон получил свою Ph.D. в Принстоне под руководством Дональда Клайтона Спенсера, известного американского математика. Успел сам поработать и в Принстоне, и в Стенфордском университете и в 1955 году стать доцентом Дартмутского университета. Этот период в жизни Маккарти имеет особое значение. Именно там и в это время зародился искусственный интеллект.

❯ Дартмутская мастерская – кузница искусственного интеллекта

В прекрасном городе Ганновер (США) шёл летний исследовательский проект [Dartmouth Summer Research Project on Artificial Intelligence] с 18 июня по 17 августа 1956 года. Его второе название – Dartmouth workshop, Дартмутская мастерская. Важно не путать данное мероприятие с серией Дартмутских конференций, до старта которых ещё несколько лет.

К тому моменту сложилось множество названий для области «думающих машин», использовалось название «кибернетика», «теория автоматов», «сложная обработка данных» и ещё ряд названий. Своё название в эту плеяду решил внести Джон Маккарти, недавно ставший доцентом Дартмутского колледжа. Практически сразу после того, как он получил своё новое место работы, Джон начал собирать группу для работы над идеями о мыслящих машинах. Именно он выбрал новое название для области своих действий – «Искусственный интеллект».

Это был весьма изящный ход, ведь название новое, а значит мастодонтов, которых нужно было слушать с придыханием, несколько меньше. Так, к примеру, Норберт Винер, одна из величайших фигур кибернетики своего времени, был несколько отстранён. Похожая ситуация и с «маэстро теории автоматов», Джоном фон Нейманом, правда, ситуация Джона несколько отличается. На момент собраний он находился в тяжёлой борьбе за своё здоровье, которую выиграть было не суждено.

За спонсорством своей научной тусовки Джон Маккарти обратился в Фонд Рокфеллера. Всего планировалась оплата работы десяти учёных. Вместе с Маккарти был Клод Элвуд Шеннон, учёный весьма широкого профиля, специалист по криптоанализу, порой именуемый «Отец теории информации». Шеннон, без сомнения, достоин отдельной истории, где он будет главным героем, а пока он помогает Джону Маккарти найти деньги для организации семинара 1956 года. Двое учёных встретились с представителем фонда Рокфеллера, а уже 2 сентября 1955 года был официально предложен проект от четырёх человек: «О проведении двухмесячного исследования искусственного интеллекта с участием 10 учёных летом 1956 года в Дартмутском колледже в Ганновере, штат Нью-Гемпшир. Исследование должно основываться на предположении, что каждый аспект обучения или другая черта интеллекта в принципе могут быть описаны настолько точно, что можно создать машину для их имитации: «Мы считаем, что можно добиться значительного прогресса, если тщательно отобранная группа учёных проработает над ними вместе в течение лета». В дополнении к этому предположению стояли четыре фамилии: Джон Маккарти, Марвин Мински, Натаниэль Рочестер, Клод Шеннон.

Искусственный интеллект Джона Маккарти, изображение №3

Именно эту четвёрку наиболее корректно считать организаторами данного форума и сооснователями искусственного интеллекта. Их биографии сопровождали заявку, подтверждая тот факт, что они имеют право просить того, чего просят. Начинал Клод Шеннон, как самый влиятельный учёный из группы на тот период. Шеннону было 40 лет, и подчёркивал он в своей биографии работу над коммутационными схемами, проектирование обучающихся машин, криптографию и теоретические вычисления (машинами Тьюринга). Маккарти выделил среди своих заслуг работу по математической природе взаимосвязей между моделью мозга, его средой и использование языков машинами, которую Маккарти обсуждал с фон Нейманом в рамках представления его знаменитого доклада «Общая и логическая теория автоматов». Мински, товарищ Маккарти по учёбе, сделал упор на то, что «построил машину для моделирования обучения с помощью нейронных сетей», причём это была «не пустая болтовня», Мински настолько впечатлил Шеннона, фон Неймана и Норберта Винера, что они совместно рекомендовали его на должность в Гарварде. Последний из группы, Натаниэль Рочестер, был старшим инженером IBM и её менеджером по информационным исследованиям, управлял первым коммерческим научным компьютером от IBM. Кроме чисто управленческих функций Рочестер написал первый ассемблер в 1951 году, а к началу конференции работал над моделированием нейронных сетей.

У фото, которое вы видите выше, необычная история. Его нередко можно было встретить без упоминания Питера Милнера, который указывался просто как «один неизвестный». Дело в том, что его специализация существенно отличалась от остальных первопроходцев в ИИ. В своей книге 1999 года он прямо писал: «Меня пригласили на встречу компьютерных учёных и теоретиков информации в Дартмутском колледже. Большую часть времени я понятия не имел, о чём они говорят!» При этом работы самого Милнера сильно повлияли на раннее развитие искусственных нейронных сетей, ввиду чего он был приглашён на встречу совершенно заслуженно. Среди учёных существовал огромный интерес к изучению мозга и нейронов для воспроизведения функций и интеллекта.

Список участников, который сохранил Рей Соломонофф, фамилии узнаваемы, учреждения, которые представляют учёные, – тоже

В некотором роде это было уникальное собрание. Это не был классический исследовательский проект, у которого есть цель, задачи, некоторая структура. Это был огромный мозговой штурм, позволим себе назвать сие собрание «научным шабашем», который собрал весьма влиятельную плеяду специалистов. Вместо изначальных 10 учёных было 20 человек, которые прибывали на разные сроки, в основном небольшие.

Рэй Соломонофф вёл записки, они оцифрованы, благодаря им у нас есть ещё и полный список участников, т. к. свою копию Джон Маккарти умудрился потерять. Мы не смогли найти общее изображение участников встречи одновременно, так что попытаемся создать для наглядности несколько коллажей, которые охватят их всех.

Искусственный интеллект Джона Маккарти, изображение №5

Вторая достаточно известная проблема с фотографиями, когда вместо Тренчарда Мора (крайний портрет в нижнем правом углу на фотографии), размещают совершенно иного человека, в лучшем случае это будет Питер Милнер с первой групповой фотографии, в худшем – Луи Тренчард Мор, умерший больше чем за десятилетие до проведения собрания.

Искусственный интеллект Джона Маккарти

К сожалению, путанице неплохо так помог фильм от нетфликс «Закодированная предвзятость», куда закралась ошибка с определением личностей, и заметить которую смог только лично присутствовавший там Рей Соломонофф (о чём подробно написал у себя на странице, за что мы ему благодарны). Соломонофф, Мински и Маккарти – три человека, которые провели на «сборах» всё время проведения мозгового штурма.

Пытаться описывать процесс хаотичного общения гениальных учёных между собой – идея, которая обречена на провал. Сам Маккарти был очень пессиместичен и в 1979 году написал о своём детище: «Все, кто там был, были упрямы в стремлении следовать своим идеям, которые были ранее. Никакого реального обмена идеями не было. Люди приезжали на разные периоды времени, хотя изначальная идея строилась на том, что все согласятся приехать на шесть недель. Для меня это было большим разочарованием, потому что это действительно означало, что мы не могли проводить регулярные встречи.

Пятеро участников конференции AI@50 в 2006 году, которые были участниками Дартмутского лета 1956 года: Тренчард Мор, Джон Маккарти, Марвин Мински, Оливер Селфридж, Рэй Соломонофф

❯ Краткие итоги, новые начала

Помните, что я говорил о молодом Маккарти, который болезненно переживал собственные (частично выдуманные) ошибки? Взрослый и серьёзный учёный от этого так до конца и не избавился.

При всём пессимизме Маккарти, как минимум появился сам термин «искусственный интеллект», который стал прямым результатом проведения конференции. Кроме того, в самый короткий срок после проведения мероприятия были созданы работы Ньюэлла, Шоу и Саймона по обработке информации (IPL) и их логико-теоретической машине (Moor, 2006).

Артур Сэмюэль в 1959 году ввёл термин «машинное обучение» и создал программу Samuel Checkers-playing, одну из первых в мире успешных программ самообучения. Селфриджа теперь часто называют «отцом машинного восприятия» за его исследования в области распознавания образов. Мы несколько забежим вперёд, но Мински получит премию Тьюринга в 1969 году за «центральную роль в создании, формировании, продвижении и развитии в области искусственного интеллекта». Ньюэлл и Саймон получили ту же премию в 1975 году за вклад в «искусственный интеллект и психологию человеческого познания». Во всех этих достижениях виден след встречи, о которой вспоминали практически все учёные, принявшие в ней участие.

Данная научная встреча не просто так вызывала столь много внимания, это была ступень, после которой изучение искусственного интеллекта было уже не остановить. И создал эту ступень Джон Маккарти, что бы он сам по этому поводу ни думал.

В том же 1958 году по итогам прошедшего мероприятия началась разработка ещё одной вехи периода искусственного интеллекта – языка программирования LISP (англ. List Processing language — «язык обработки списков»). Не станем подробно говорить о технической сути языка, на хабре есть соответствующая статья, ему посвящённая, отсылаем всех туда. Кроме того, есть статья самого Джона Маккарти от 1980 года «LISP – Заметки о прошлом и будущем». В этот же период он участвует в разработке Algol 60 и вносит в язык рекурсию и условные выражения.

Искусственный интеллект Джона Маккарти, изображение №8

Активная разработка LISP началась по окончании конференции, когда Маккарти, Ньюэлл, Сайман и Мински вдоволь наобщались. Маккарти взял у них идею обработки списков, однако они использовали язык IPL, который Маккарти иначе как «ужасным» не называл. Но другие господа не собирались от него отказываться. Не собирались, но отказались, ведь прогресс не стоит на месте. LISP взял у них идею обработки списков, а затем для формы языка взял в качестве модели Fortran. Кроме этого, появляется сборщик мусора, существенно облегчающий работу.

В 1959 году Джон Маккарти написал отчёт, в котором показывал LISP как универсальное вычислительное средство. Для этого он провёл сравнение с машиной Тьюринга, описание которой состояло из шести страниц текста, в то время как сам Маккарти управился в несколько строк.

❯ Как давать советы машине?

В этом маленьком промежутке 1958–1959 годов была создана и опубликована статья «Programs with Common Sense»‬ [полный текст статьи доступен благодаря сайту Джона Маккарти]. Это была одна из первых попыток научить программу понимать математическую логику. Маккарти считал, что возможно давать советы программе, рассказывая о символическом окружении и том результате, который требуется. Для этого нужно научить программу широкому перечню непосредственных логических следствий всего, что ему говорят, и его предыдущих знаний. Ожидается, что это свойство будет иметь много общего с тем, что заставляет нас описывать некоторых людей, как обладающих здравым смыслом. «Поэтому мы будем говорить, что программа обладает здравым смыслом, если она автоматически выводит для себя достаточно широкий класс непосредственных следствий всего, что ей говорят, и того, что она уже знает».

Параллельно Маккарти работал над концепцией букв, в которой он существенно не соглашался с книгой Джерома Брунера «Исследование мышления». Ему не нравилось само понятие «концепции». Маккарти пытался обработать концепцию форм букв: выпуклая ли она? Есть ли в ней отверстие. Через огромный комплекс элементарных концепций можно было бы совершить необходимое множество элементарных комбинаций и создать алфавит, который можно обрабатывать. Однако это требует существенного теоретического понимания, ведь если взять букву, которая состоит из отрезка и трёх других отрезков, перпендикулярных первому, получиться может и заглавная буква «Е», и русская буква «Ш», различия будут лишь в угле поворота. Поэтому идея Маккарти может быть сведена к следующему: «Описание, а не дискриминация». Нужно не манипулировать имеющимися объектами, а максимально описывать те, которые требуются. Без этого не может быть работы робототехники, не может быть эксперимента. Хотя до активного включения в робототехнику ещё осталось несколько лет.

❯ Система разделения времени

В конце 1950-х гг. компьютеры становились существенно мощнее, но оставались при этом невероятно дорогими устройствами. Для предоставления возможности к равноценному использованию мощностей Джоном Маккарти была предложена система Compatible Time-Sharing System. Принял участие Джон и в создании BBN Time-Sharing System. Этот уникальный человек участвовал в разработке всех трёх первых систем разделения времени, в дальнейшем они перешли к облачным вычислениям. Джон инициировал эти разработки на самом раннем этапе.

Меморандум о системе разделения времени, созданный Джоном Маккарти. Полный текст меморандума доступен по ссылке [англоязычный материал]

При этом коллега Маккарти Фредкин говорил о том, что разделение времени вполне может быть реализовано даже на самом небольшом компьютере, например RDP-1: «Изобретение Джоном разделения времени и то, как он рассказывал мне о своих идеях, произошло до того, как появился PDP-1. Когда я впервые увидел PDP-1 на Восточной объединённой компьютерной конференции, я понял, что это идеальное недорогое средство для реализации идей Джона».

❯ Создание лаборатории искусственного интеллекта Массачусетского технологического института

Следующим шагом на пути неостановимого Маккарти стало создание Лаборатории искусственного интеллекта Массачусетского технологического института. О её создании Джон вспоминал весьма красноречиво, попробую передать вам этот эпохальный диалог в пересказе самого Маккарти. Обращаю ваше внимание, что Джон несколько иронизировал, допуская, что он не до конца достоверно передаёт ситуацию.

Джон Маккарти, Марвин Мински

Джон Маккарти (встречая в коридоре института своего товарища Марвина Мински): «Марвин! Нам нужна лаборатория для изучения искусственного интеллекта!».

Марвин Мински: «Джон, это чертовски хорошая идея! Надо её реализовать!».

Джон Маккарти: (встречая в том же коридоре Джерри Визнера, который был главой Исследовательской лаборатории электроники): «Эй, Джерри! Марвин и я хотим иметь лабораторию искусственного интеллекта!».

Джерри Визнер: «Хорошо. Что вам нужно?».

Джон Маккарти: «Нам нужна комната, и секретарь, и перфоратор, и два программиста».

Джерри Визнер: «А как насчет шести аспирантов?».

Джон Маккарти, Марвин Мински: «Да».

Джерри Визнер: «Договорились, у вас будет ваша лаборатория».

Сей перфоманс был связан с тем, что непосредственно в тот момент MIT получил очень хороший контракт от Joint Services, и у организации были хорошие финансовые возможности. Денежные потоки делились между отделами свободно, а у «математиков» появилась потребность пристроить шестерых аспирантов для работы. Фактически случилось чудо, и Мински с Маккарти просто пришли и отобрали организационный вопрос у Джерри Визнера, который пытался придумать, как ему распределить неожиданно свалившиеся ресурсы. Джон Маккарти позже будет вспоминать, что такой подход его откровенно разбаловал.

Джордж Форсайт

В 1962 году Маккарти с некоторым приключением возвращается в Стэнфорд. В тот момент он бы доцентом кафедры коммуникационных наук на кафедре электротехники. Научная деятельность шла своим чередом, и совершенно неожиданно Джону Маккарти позвонил Джордж Форсайт из Стэнфорда. Этот человек был пионером компьютерной науки, подготовив 17 докторов наук, известных под названием «плеяда Форсайта», каждый из которых тоже подготовил множество выдающихся учёных.

Просто отказать такому человеку Маккарти не мог и сказал, что вернётся в Стенфорд только профессором. И это через год после того, как Маккарти стал доцентом. Наглость? Наглость! Но ведь это был лишь «вежливый отказ», Джон не думал о том, что его заберут. Но Маккарти был нужен Форсайту! Форсайт хотел свою кафедру компьютерных наук. При этом, как позже узнал Джон, Форсайт не был знаком с его научной деятельностью, они были из «разных сфер», но Маккарти сформировал свою репутацию, и она стала приносить деньги! Чертовски большие деньги!

Между Стэнфордом и MIT развернулась целая борьба за будущего профессора. MIT готов был поднять зарплату с 9 до 15 тысяч долларов, но не был готов дать Маккарти должность профессора, не предоставив такую же должность его товарищу Мински, с которыми их ставили в одну научную связку даже с учётом того, что они работали на разных факультетах. MIT даже готов был поднять Маккарти в должности до директора по исследованиям на факультете компьютерных наук, но, как вспомнит Джон, он чертовски не любил расчищать снег на подъездной дорожке и решил уехать в Стэнфорд, приняв их приглашение.

Дональд Эрвин Кнут и Андрей Петрович Ершов

Новый отдел был достаточно солидным, хоть и небольшим. Сам Форсайт – числовой аналитик. Джон Маккарти, ещё один аналитик Джин Голуб. Вместе с ними был «монстр» научной деятельности в сфере информатики – Дональд Эрвин Кнут, которого тоже убедили перейти в Стенфорд, его «искусство программирования» уже в процессе.

На дворе был 1962 год, с тех пор до своего выхода на пенсию в 2000 году Джон Маккарти больше не покидал Стенфорд. Особым его достижением стало создание Стэнфордской лаборатории искусственного интеллекта, она же SAIL.

Работа этой лаборатории была связана с целым рядом компьютерных систем и новейшими достижениями робототехники. Началось всё с того, что Джон Маккарти работал над компьютером PDP-1, занимался разработкой системы разделения времени для BBN, о чём вы уже знаете. Маккарти запросил денег на создание лаборатории робототехники имея описания необходимых ему действий. Он стремился получить компьютер PDP-6, не будучи удовлетворённым компьютером PDP-1, и свою технику получил, вместе с новыми возможностями.

❯ Компьютерная партия Коток-Маккарти

Из «Программы игры в шахматы для компьютера IBM 7090», дипломной работы Алана Котока, научный руководитель Джон Маккарти, Массачусетский технологический институт, 1962 г

Прежде чем перейти к работе лаборатории, нужно уделить внимание проекту который длился с 1959 по 1962 годы.

Это была одна из первых компьютерных программ для игры в шахматы, известная также под названием A Chess Playing Program for the IBM 7090 Compute. Эта программа известна тем, что играла свой первый матч между двумя компьютерными программами и проиграла его. Эту программу написала группа аспирантов Джона Маккарти: Элвин Берлекамп, Алан Коток , Майкл Либерман, Чарльз Ниссен и Роберт А. Вагнер. Они добавили альфа-бета-обрезку к minmax по предложению Маккарти, чтобы улучшить генератор правдоподобных ходов, и к 1962 году, когда закончили свою учёбу, смогли научить программу играть на уровне, «сравнимом с любителем, имеющим опыт около 100 игр».

В 1965 году Джон Маккарти посещает СССР и знакомится с компьютером М-2, в лаборатории Александра Кронрода в Московском институте теоретической и экспериментальной физики (ИТЭФ). Между компьютерами была начата шахматная партия по переписке. Советская сторона выиграла матч по переписке , который проводился по телеграфу в течение девяти месяцев в 1966-1967 годах. Программа Котока-Маккарти проиграла матч со счетом три к одному. Через год после игры Александр Кронрод потеряет свою должность (по одной из версий) из-за жалоб на то, что компьютерные ресурсы используются для создания игры. Возможно, «письмо 99» несколько ближе к его проблемам, но это точно другая история.

Маккарти же «свою» партию в шахматы выиграл и продолжил руководить своей лабораторией.

❯ Чем занималась лаборатория?

Синтезировала интеллект из видных учёных. Простите за каламбур, но ответить на такой простой вопрос достаточно сложно. Логичнее всего будет сказать, что она стала точкой концентрации широкого рода научной деятельности, важнейшим из которых стала робототехника. Там ковались именитые учёные. Например, Виктор Шейнман.

Виктор Дэвид Шейнман и его гидравлическая рука

В 1962 году на базе исследовательской лаборатории началось создание робота. Изначально Маккарти хотел «полного» робота, но очень быстро понял, что ресурсы не позволяют в ближайшем будущем создать механически или программно полного робота. И интерес был перенесён на руку. В тот момент в лаборатории работал аспирант Виктор Шейнман, которого Маккарти именовал «гением». Он занимался проектированием механических рук. В 1965 году лаборатория купила компьютер PDP-6, после чего началось активное сотрудничество с Шейнманом. Удивительно, но роботизированные руки, которые изготавливались во время Второй Мировой войны, оказались никому не нужными, Джон вспоминал, что их просто бросили, и лаборатория начала полностью собственные разработки.

Первая рука, созданная Виктором, была гидравлической, пластиковые трубки под высоким давлением имели шанс создать полноценное орудие убийства в случае аварии. Из-за этого рукой никогда не пользовались, для неё было построено небольшое строение на территории. А использовались руки более слабые и намного более маленькие, которые работали на электричестве. При этом финансирование на них выбивал Маккарти. Первая рука была настолько сложной в управлении, что профессор Дональд Пипер в докторской диссертации назвал её целью «разбивание вещей» и рекомендовал определённые конфигурации связей, которые позволили бы упростить решения для руки.

В 1969 году была создана знаменитая Рука Стэнфорда, полностью электрическая, шестиосевой промышленный робот. Как и предрекал Дональд Пипер, робот существенно расширил сферу своего применения. Под управлением компьютера он научился следовать произвольным траекториям и освоил элементы сборки и дуговой сварки, он имел три оси запястья и тормоза на каждой оси, что облегчило управление при помощи компьютера с разделением времени. Шейнман создавал свои руки для других научных учреждений, среди которых Бостонский университет, SRI, MIT и т. д. Шейнман продолжал заниматься машиностроением вплоть до своей смерти.

❯ Shakey the Robot

В лаборатории было создано множество по-настоящему прогрессивных роботов, каждому из которых можно посвятить отдельную статью. Например, робот Шейки. На хабре есть про него достаточно подробная статья. Кроме того, имеется качественный видеоролик, основанный на архивных материалах, который мы также рекомендуем посмотреть, не углубляясь в тонкости робототехники.

Чарльз Розен, Питер Харт, Нил Нильссон - создатели робота. Мы настоятельно советуем ознакомиться с видеороликом, прикреплённым ниже, о создании этой удивительной машины

Оригинальный видеоролик, с качественным архивным материалом, посвящённый созданию робота

Shakey показал, что фантастика не так уж далека от реальности. Во-первых, в отличие от Unimate, Shakey мог двигаться. Во-вторых, там, где Unimate должен был быть предварительно запрограммирован для выполнения определённой задачи, Shakey мог выполнять задачи, которые требовали от него динамического планирования, поиска маршрута и перестановки простых объектов. В-третьих, в отличие от Unimate, который не имел взаимодействия за пределами программистов, Shakey мог понимать около 100 слов письменного английского языка. Он переводил эти команды в код, так что непрограммисты могли заставить Shakey выполнить какую-то работу.

❯ «Стендфордская тележка»

Лес в 2004 году со своим 3D-чертежом6D-гиперкуба

Ещё один проект, который разрабатывался под руководством Маккарти и был им особенно любим. Он с нежностью воспоминал об этом древнем куске металла. Эта тележка – не просто тележка, она досталась лаборатории в наследство. Изначально на ней отрабатывалось движение по Луне с задержкой в 2,5 секунды. Её изначально построил профессор Джеймс Л. Адамс. Он работал в Лаборатории реактивного движения над проектом NASA под названием Project Prospector. Тележка была подключена очень длинным кабелем к пульту управления с телевизионным дисплеем и органами управления. Потом тележку ждали годы забвения, пока не появился Les Earnest [Лес Эрнест] и не занял должность исполнительного директора лаборатории.

Именно он «вернул» тележку, «добыл» разрешение её создателя Джеймса Адамса позволить SAIL использовать её для попытки создания роботизированного дорожного транспортного средства с визуальным наведением. Он нанял аспиранта-электрика Родни Шмидта для создания маломощного телевизионного передатчика и радиоуправления для реализации проекта визуального наведения. Джон Маккарти взял на себя руководство работами. Используя процессор KA10, который работал примерно на 0,65 MIPS, Шмидт в конечном итоге смог заставить тележку автоматически следовать высококонтрастной белой линии в условиях контролируемого освещения со скоростью около 0,8 миль/час (1,3 км/час ), что значительно медленнее, чем ожидалось. Шмидт закончил свою диссертацию в 1971 году.

Ханц Моравец с тележкой Стэнфорда, 1977 год

А разработка не останавливалась. В 1977 году вместе с уже известным вам Виктором Шейнманом профессор Ханц Моравец смог добиться ещё одного прорыва. Они вместе с Виктором построили «слайдер», механический шарнир, который перемещал камеру из стороны в сторону непосредственно на тележке, без сдвигов самой тележки. Используя доступный тогда процессор KL10, который работал со скоростью около 2,5 MIPS, Моравец в конечном итоге смог использовать многоокулярное зрение, чтобы медленно обходить препятствия в контролируемой среде. Тележка двигалась рывками по одному метру, прерываемыми десяти-пятнадцатиминутными паузами для обработки изображений и планирования маршрута. В 1979 году тележка успешно пересекла комнату, заполненную стульями, без вмешательства человека примерно за пять часов. Подробный англоязычный рассказ о том, как работает подобное чудо техники, находится по ссылке, в рамках данной статьи пересказывать его нецелесообразно.

С 1978 года его последней теоретической разработкой является метод ограничения немонотонных рассуждений. И в том же году он отказался от «достижимого» человекоподобного искусственного интеллекта, сказав, что «чтобы добиться успеха, искусственному интеллекту нужно 1,7 Эйнштейна, 2 Максвелла, 5 Фарадеев и финансирование 0,3 Манхэттенского проекта».

❯ Лаборатория, практика и результаты

К концу 1980-х годов компании начали понимать, сколько денег можно сэкономить, внедрив в свою деятельность программы ИИ, такие как диагностическая машина Стэнфорда. United Airlines была одним из первых пользователей систем ANI, которые планировали техническое обслуживание самолетов. Security Pacific National Bank создал программы ANI, которые могли распознавать необычные схемы расходов и предотвращать мошенничество с дебетовыми картами. Это было начало ANI в том виде, в котором она применяется сегодня Google, Facebook и Amazon.

Большое интервью с Джоном Маккарти, в котором он много говорит о своей деятельности и творчестве

За время работы лаборатории были достигнуты большие успехи: распознавание речи, распознавание лиц, удалённое вождение тележки по лаборатории, механическая сборка изделий – всё это достижения раннего этапа. Маккарти интересовался не совсем тем, как заставить взаимодействовать человека и машину, его идея – научить машину работать без человека.

Джон имел множество наград за результаты своего труда, назовём лишь наиболее значимые: Премия Тьюринга от Ассоциации вычислительной техники (1971); Премия Киото (1988); избран в Национальную академию наук (1989); Национальная научная медаль (1990); Медаль Бенджамина Франклина в области компьютерной когнитивной науки (2003) (эту же медаль получил Винтон Серф в 2018 г.).

На своём веб-сайте Маккарти дал небольшие комментарии о том, что такое искусственный интеллект, которые несколько раскрывают его взгляды, сформированные уже к концу жизни. Например, на самый банальный вопрос «что такое искусственный интеллект?» он даёт ответ: «Это наука и техника о создании интеллектуальных машин, особенно интеллектуальных компьютерных программ. Это связано с аналогичной задачей: использование компьютера помогает понять человеческий интеллект, но ИИ не обязательно должен ограничиваться биологически наблюдаемыми методами». На вопрос «что такое интеллект?» он отвечает: «Интеллект – это вычислительная часть способности достигать целей в мире. Люди, многие животные и некоторые машины обладают различными видами и степенями интеллекта». Для тех, кто хочет получить куда более подробный и обстоятельный ответ, на сайте представлены подробные ответы с широкой библиографией.

Джон Маккарти был невероятным творцом, которому всегда было куда стремиться. Выдающийся учёный, ещё более выдающийся организатор. Он работал в тот период, когда потенциал человеческого мышления казался безграничным, невероятным.

Джон объединял вокруг себя людей, организовывал их, помогал и направлял вперёд. Его личные заслуги как учёного велики, но не меньше его заслуги на посту организатора и руководителя, своеобразного научного локомотива, который двигал сложнейшую науку изучения искусственного интеллекта вперёд.

Несмотря на то, что Джон отошёл от научной деятельности в 2000 году, несколько его аспирантов защитились в 2002–2003 годах, он продолжал публиковать размышления, вести свой сайт. Он подготовил более 30 аспирантов за время своей работы. Джон был трижды женат, его вторая жена, тоже пионер компьютерных технологий, погибла во время занятий альпинизмом. Люди, которые знали его лично, вспоминали о невероятной научной строгости, которая проникала во все элементы его жизни, но, в то же время, они говорили о богатом чувстве юмора, самоиронии и постоянной оптимистичности в мировоззрении, присущих Джону. «Все будет хорошо, даже если люди не примут мои советы», — вспоминала его слова дочь Сьюзан Маккарти. Его третья жена пережила мужа, пережили отца две дочери и сын.

В завершении одного из своих последних интервью Джон Маккарти дал совет молодым людям, которые хотят заниматься искусственным интеллектом. «Если они так самоуверенны, как я, то я бы рекомендовал не обращать внимания на чьи-то советы. Подумайте об этом сами. ИИ нужны новые идеи, которые должны исходить от новых людей, а не от тех, кому 83 года [возраст Маккарти во время интервью, он дал его всего за несколько месяцев до смерти].

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4 сент. 2024 г.

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"In the crypto world, this is great news I want to share. Last year, I fell victim to a scam disguised as a safe investment option. I have invested in crypto trading platforms for about 10yrs thinking I was ensuring myself a retirement income, only to find that all my assets were either frozen, I believed my assets were secure — until I discovered that my BTC funds had been frozen and withdrawals were impossible. It was a devastating moment when I realized I had been scammed, and I thought my Bitcoin was gone forever, Everything changed when a close friend recommended the Capital Crypto Recover Service. Their professionalism, expertise, and dedication enabled me to recover my lost Bitcoin funds back — more than €560.000 DEM to my BTC wallet. What once felt impossible became a reality thanks to their support. If you have lost Bitcoin through scams, hacking, failed withdrawals, or similar challenges, don’t lose hope. I strongly recommend Capital Crypto Recover Service to anyone seeking a reliable and effective solution for recovering any wallet assets. They have a proven track record of successful reputation in recovering lost password assets for their clients and can help you navigate the process of recovering your funds. Don’t let scammers get away with your hard-earned money – contact Email: [email protected] Phone CALL/Text Number: +1 (336) 390-6684 Contact: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1
15.10.25 21:52 harristhomas7376

"In the crypto world, this is great news I want to share. Last year, I fell victim to a scam disguised as a safe investment option. I have invested in crypto trading platforms for about 10yrs thinking I was ensuring myself a retirement income, only to find that all my assets were either frozen, I believed my assets were secure — until I discovered that my BTC funds had been frozen and withdrawals were impossible. It was a devastating moment when I realized I had been scammed, and I thought my Bitcoin was gone forever, Everything changed when a close friend recommended the Capital Crypto Recover Service. Their professionalism, expertise, and dedication enabled me to recover my lost Bitcoin funds back — more than €560.000 DEM to my BTC wallet. What once felt impossible became a reality thanks to their support. If you have lost Bitcoin through scams, hacking, failed withdrawals, or similar challenges, don’t lose hope. I strongly recommend Capital Crypto Recover Service to anyone seeking a reliable and effective solution for recovering any wallet assets. They have a proven track record of successful reputation in recovering lost password assets for their clients and can help you navigate the process of recovering your funds. Don’t let scammers get away with your hard-earned money – contact Email: [email protected] Phone CALL/Text Number: +1 (336) 390-6684 Contact: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1
17.10.25 20:17 tyleradams

As time passes, there are an increasing number of frauds involving Bitcoin and other cryptocurrencies. Although there are many individuals who advertise recovering money online, people should use caution in dealing, especially when money is involved. You can trust NVIDIA TECH HACKERS [[email protected]], I promise. They are the top internet recovery company, and as their names indicate, your money is reclaimed as soon as feasible. My bitcoin was successfully retrieved in large part thanks to NVIDIA TECH HACKERS. Ensure that you get top-notch service; NVIDIA TECH HACKERS provides evidence of its work; and payment is only made when the service has been completed to your satisfaction. Reach them via email: [email protected] on google mail
17.10.25 20:20 lindseyvonn

Have you gotten yourself involved in a cryptocurrency scam or any scam at all? If yes, know that you are not alone, there are a lot of people in this same situation. I'm a Health Worker and was a victim of a cryptocurrency scam that cost me a lot of money. This happened a few weeks ago, there’s only one solution which is to talk to the right people, if you don’t do this you will end up being really depressed. I was really devastated until went on LinkedIn one evening after my work hours and i saw lots of reviews popped up on my feed about [email protected], I sent an email to the team who came highly recommended - [email protected] I started seeing some hope for myself from the moment I sent them an email. The good part is they made the entire process stress free for me, i literally sat and waited for them to finish and I received what I lost in my wallet
17.10.25 20:22 richardcharles

I would recommend NVIDIA TECH HACKERS to anyone that needs this service. I decided to get into crypto investment and I ended up getting my crypto lost to an investor late last year. The guy who was supposed to be managing my account turned out to be a scammer all along. I invested 56,000 USD and at first, my reading and profit margins were looking good. I started getting worried when I couldn’t make withdrawals and realized that I’ve been scammed. I came across some of the testimonials that people said about NVIDIA TECH HACKERS and how helpful he has been in recovering their funds. I immediately contacted him in his mail at [email protected] so I can get his assistance. One week into the recovery process the funds were traced and recovered back from the scammer. I can't appreciate him enough for his professionalism.
17.10.25 20:23 stevekalfman

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17.10.25 21:42 marcushenderson624

Bitcoin Recovery Testimonial After falling victim to a cryptocurrency scam group, I lost $354,000 worth of USDT. I thought all hope was lost from the experience of losing my hard-earned money to scammers. I was devastated and believed there was no way to recover my funds. Fortunately, I started searching for help to recover my stolen funds and I came across a lot of testimonials online about Capital Crypto Recovery, an agent who helps in recovery of lost bitcoin funds, I contacted Capital Crypto Recover Service, and with their expertise, they successfully traced and recovered my stolen assets. Their team was professional, kept me updated throughout the process, and demonstrated a deep understanding of blockchain transactions and recovery protocols. They are trusted and very reliable with a 100% successful rate record Recovery bitcoin, I’m grateful for their help and highly recommend their services to anyone seeking assistance with lost crypto. Contact: [email protected] Phone CALL/Text Number: +1 (336) 390-6684 Email: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1
17.10.25 21:42 marcushenderson624

Bitcoin Recovery Testimonial After falling victim to a cryptocurrency scam group, I lost $354,000 worth of USDT. I thought all hope was lost from the experience of losing my hard-earned money to scammers. I was devastated and believed there was no way to recover my funds. Fortunately, I started searching for help to recover my stolen funds and I came across a lot of testimonials online about Capital Crypto Recovery, an agent who helps in recovery of lost bitcoin funds, I contacted Capital Crypto Recover Service, and with their expertise, they successfully traced and recovered my stolen assets. Their team was professional, kept me updated throughout the process, and demonstrated a deep understanding of blockchain transactions and recovery protocols. They are trusted and very reliable with a 100% successful rate record Recovery bitcoin, I’m grateful for their help and highly recommend their services to anyone seeking assistance with lost crypto. Contact: [email protected] Phone CALL/Text Number: +1 (336) 390-6684 Email: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1
17.10.25 21:42 marcushenderson624

Bitcoin Recovery Testimonial After falling victim to a cryptocurrency scam group, I lost $354,000 worth of USDT. I thought all hope was lost from the experience of losing my hard-earned money to scammers. I was devastated and believed there was no way to recover my funds. Fortunately, I started searching for help to recover my stolen funds and I came across a lot of testimonials online about Capital Crypto Recovery, an agent who helps in recovery of lost bitcoin funds, I contacted Capital Crypto Recover Service, and with their expertise, they successfully traced and recovered my stolen assets. Their team was professional, kept me updated throughout the process, and demonstrated a deep understanding of blockchain transactions and recovery protocols. They are trusted and very reliable with a 100% successful rate record Recovery bitcoin, I’m grateful for their help and highly recommend their services to anyone seeking assistance with lost crypto. Contact: [email protected] Phone CALL/Text Number: +1 (336) 390-6684 Email: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1
21.10.25 08:39 debby131

Given how swiftly the cryptocurrency market moves, losing USDT may be a terrifying and upsetting experience. Whether you experienced a technical problem, a transaction error, or were the victim of fraud, it is important to understand the potential recovery routes. Marie can assist you in determining the specific actions you can take to attempt to regain your lost USDT when you need guidance and clarification. You can reach her via email at [email protected] and WhatsApp at +1 7127594675.
21.10.25 11:45 harristhomas7376

"In the crypto world, this is great news I want to share. Last year, I fell victim to a scam disguised as a safe investment option. I have invested in crypto trading platforms for about 10yrs thinking I was ensuring myself a retirement income, only to find that all my assets were either frozen, I believed my assets were secure — until I discovered that my BTC funds had been frozen and withdrawals were impossible. It was a devastating moment when I realized I had been scammed, and I thought my Bitcoin was gone forever, Everything changed when a close friend recommended the Capital Crypto Recover Service. Their professionalism, expertise, and dedication enabled me to recover my lost Bitcoin funds back — more than €560.000 DEM to my BTC wallet. What once felt impossible became a reality thanks to their support. If you have lost Bitcoin through scams, hacking, failed withdrawals, or similar challenges, don’t lose hope. I strongly recommend Capital Crypto Recover Service to anyone seeking a reliable and effective solution for recovering any wallet assets. They have a proven track record of successful reputation in recovering lost password assets for their clients and can help you navigate the process of recovering your funds. Don’t let scammers get away with your hard-earned money – contact Email: [email protected] Phone CALL/Text Number: +1 (336) 390-6684 Contact: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1
21.10.25 11:45 harristhomas7376

"In the crypto world, this is great news I want to share. Last year, I fell victim to a scam disguised as a safe investment option. I have invested in crypto trading platforms for about 10yrs thinking I was ensuring myself a retirement income, only to find that all my assets were either frozen, I believed my assets were secure — until I discovered that my BTC funds had been frozen and withdrawals were impossible. It was a devastating moment when I realized I had been scammed, and I thought my Bitcoin was gone forever, Everything changed when a close friend recommended the Capital Crypto Recover Service. Their professionalism, expertise, and dedication enabled me to recover my lost Bitcoin funds back — more than €560.000 DEM to my BTC wallet. What once felt impossible became a reality thanks to their support. If you have lost Bitcoin through scams, hacking, failed withdrawals, or similar challenges, don’t lose hope. I strongly recommend Capital Crypto Recover Service to anyone seeking a reliable and effective solution for recovering any wallet assets. They have a proven track record of successful reputation in recovering lost password assets for their clients and can help you navigate the process of recovering your funds. Don’t let scammers get away with your hard-earned money – contact Email: [email protected] Phone CALL/Text Number: +1 (336) 390-6684 Contact: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1
22.10.25 04:48 MATT PHILLIP

I never imagined I’d fall for a crypto romance scam but it happened. Over the course of a few months, I sent nearly $150,000 worth of Bitcoin to someone I genuinely believed I was building a future with. When they disappeared without a trace, I was left heartbroken, humiliated, and financially devastated. For a long time, I didn’t tell anyone. I felt ashamed. But eventually, while searching for answers, I came across a Reddit thread that mentioned Agent Jasmine Lopez. I reached out, not expecting much. To my surprise, she treated me with kindness, not judgment. She used advanced tools like blockchain forensics, IP tracing, and smart contract analysis and with persistence and legal support, she was able to recover nearly 85% of what I lost. I know not everyone gets that kind of outcome, but thanks to [email protected] WhatsApp at +44 736-644-5035, I’ve started to reclaim not just my assets, but my confidence and peace of mind. If you’re going through something similar, you’re not alone and there is hope.
22.10.25 07:36 donnacollier

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22.10.25 11:59 elizabethrush89

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22.10.25 11:59 elizabethrush89

God bless Capital Crypto Recover Services for the marvelous work you did in my life, I have learned the hard way that even the most sensible investors can fall victim to scams. When my USD was stolen, for anyone who has fallen victim to one of the bitcoin binary investment scams that are currently ongoing, I felt betrayal and upset. But then I was reading a post on site when I saw a testimony of Wendy Taylor online who recommended that Capital Crypto Recovery has helped her recover scammed funds within 24 hours. after reaching out to this cyber security firm that was able to help me recover my stolen digital assets and bitcoin. I’m genuinely blown away by their amazing service and professionalism. I never imagined I’d be able to get my money back until I complained to Capital Crypto Recovery Services about my difficulties and gave all of the necessary paperwork. I was astounded that it took them 12 hours to reclaim my stolen money back. Without a doubt, my USDT assets were successfully recovered from the scam platform, Thank you so much Sir, I strongly recommend Capital Crypto Recover for any of your bitcoin recovery, digital funds recovery, hacking, and cybersecurity concerns. You reach them Call/Text Number +1 (336)390-6684 His Email: [email protected] Contact Telegram: @Capitalcryptorecover Via Contact: [email protected] His website: https://recovercapital.wixsite.com/capital-crypto-rec-1
22.10.25 16:31 MATT PHILLIP

I never imagined I’d fall for a crypto romance scam but it happened. Over the course of a few months, I sent nearly $150,000 worth of Bitcoin to someone I genuinely believed I was building a future with. When they disappeared without a trace, I was left heartbroken, humiliated, and financially devastated. For a long time, I didn’t tell anyone. I felt ashamed. But eventually, while searching for answers, I came across a Reddit thread that mentioned Agent Jasmine Lopez. I reached out, not expecting much. To my surprise, she treated me with kindness, not judgment. She used advanced tools like blockchain forensics, IP tracing, and smart contract analysis and with persistence and legal support, she was able to recover nearly 85% of what I lost. I know not everyone gets that kind of outcome, but thanks to [email protected] WhatsApp at +44 736-644-5035, I’ve started to reclaim not just my assets, but my confidence and peace of mind. If you’re going through something similar, you’re not alone and there is hope.
23.10.25 01:52 marcushenderson624

Bitcoin Recovery Testimonial After falling victim to a cryptocurrency scam group, I lost $354,000 worth of USDT. I thought all hope was lost from the experience of losing my hard-earned money to scammers. I was devastated and believed there was no way to recover my funds. Fortunately, I started searching for help to recover my stolen funds and I came across a lot of testimonials online about Capital Crypto Recovery, an agent who helps in recovery of lost bitcoin funds, I contacted Capital Crypto Recover Service, and with their expertise, they successfully traced and recovered my stolen assets. Their team was professional, kept me updated throughout the process, and demonstrated a deep understanding of blockchain transactions and recovery protocols. They are trusted and very reliable with a 100% successful rate record Recovery bitcoin, I’m grateful for their help and highly recommend their services to anyone seeking assistance with lost crypto. Contact: [email protected] Phone CALL/Text Number: +1 (336) 390-6684 Email: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1
23.10.25 01:52 marcushenderson624

Bitcoin Recovery Testimonial After falling victim to a cryptocurrency scam group, I lost $354,000 worth of USDT. I thought all hope was lost from the experience of losing my hard-earned money to scammers. I was devastated and believed there was no way to recover my funds. Fortunately, I started searching for help to recover my stolen funds and I came across a lot of testimonials online about Capital Crypto Recovery, an agent who helps in recovery of lost bitcoin funds, I contacted Capital Crypto Recover Service, and with their expertise, they successfully traced and recovered my stolen assets. Their team was professional, kept me updated throughout the process, and demonstrated a deep understanding of blockchain transactions and recovery protocols. They are trusted and very reliable with a 100% successful rate record Recovery bitcoin, I’m grateful for their help and highly recommend their services to anyone seeking assistance with lost crypto. Contact: [email protected] Phone CALL/Text Number: +1 (336) 390-6684 Email: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1
23.10.25 15:47 MATT PHILLIP

I never imagined I’d fall for a crypto romance scam but it happened. Over the course of a few months, I sent nearly $150,000 worth of Bitcoin to someone I genuinely believed I was building a future with. When they disappeared without a trace, I was left heartbroken, humiliated, and financially devastated. For a long time, I didn’t tell anyone. I felt ashamed. But eventually, while searching for answers, I came across a Reddit thread that mentioned Agent Jasmine Lopez. I reached out, not expecting much. To my surprise, she treated me with kindness, not judgment. She used advanced tools like blockchain forensics, IP tracing, and smart contract analysis and with persistence and legal support, she was able to recover nearly 85% of what I lost. I know not everyone gets that kind of outcome, but thanks to [email protected] WhatsApp at +44 736-644-5035, I’ve started to reclaim not just my assets, but my confidence and peace of mind. If you’re going through something similar, you’re not alone and there is hope.
23.10.25 21:43 patricialovick86

How To Recover Your Bitcoin Without Falling Victim To Scams: A Testimony Experience With Capital Crypto Recover Services, Contact Telegram: @Capitalcryptorecover Dear Everyone, I would like to take a moment to share my positive experience with Capital Crypto Recover Services. Initially, I was unsure if it would be possible to recover my stolen bitcoins. However, with their expertise and professionalism, I was able to fully recover my funds. Unfortunately, many individuals fall victim to scams in the cryptocurrency space, especially those involving fraudulent investment platforms. However, I advise caution, as not all recovery services are legitimate. I personally lost $273,000 worth of Bitcoin from my Binance account due to a deceptive platform. If you have suffered a similar loss, you may be considering crypto recovery, The Capital Crypto Recover is the most knowledgeable and effective Capital Crypto Recovery Services assisted me in recovering my stolen funds within 24 hours, after getting access to my wallet. Their service was not only prompt but also highly professional and effective, and many recovery services may not be trustworthy. Therefore, I highly recommend Capital Crypto Recover to you. i do always research and see reviews about their service, For assistance finding your misplaced cryptocurrency, get in touch with them, They do their jobs quickly and excellently, Stay safe and vigilant in the crypto world. Contact: [email protected] You can reach them via email at [email protected] OR Call/Text Number +1 (336)390-6684 his contact website: https://recovercapital.wixsite.com/capital-crypto-rec-1
23.10.25 21:43 patricialovick86

How To Recover Your Bitcoin Without Falling Victim To Scams: A Testimony Experience With Capital Crypto Recover Services, Contact Telegram: @Capitalcryptorecover Dear Everyone, I would like to take a moment to share my positive experience with Capital Crypto Recover Services. Initially, I was unsure if it would be possible to recover my stolen bitcoins. However, with their expertise and professionalism, I was able to fully recover my funds. Unfortunately, many individuals fall victim to scams in the cryptocurrency space, especially those involving fraudulent investment platforms. However, I advise caution, as not all recovery services are legitimate. I personally lost $273,000 worth of Bitcoin from my Binance account due to a deceptive platform. If you have suffered a similar loss, you may be considering crypto recovery, The Capital Crypto Recover is the most knowledgeable and effective Capital Crypto Recovery Services assisted me in recovering my stolen funds within 24 hours, after getting access to my wallet. Their service was not only prompt but also highly professional and effective, and many recovery services may not be trustworthy. Therefore, I highly recommend Capital Crypto Recover to you. i do always research and see reviews about their service, For assistance finding your misplaced cryptocurrency, get in touch with them, They do their jobs quickly and excellently, Stay safe and vigilant in the crypto world. Contact: [email protected] You can reach them via email at [email protected] OR Call/Text Number +1 (336)390-6684 his contact website: https://recovercapital.wixsite.com/capital-crypto-rec-1
24.10.25 06:08 MATT PHILLIP

I never imagined I’d fall for a crypto romance scam but it happened. Over the course of a few months, I sent nearly $150,000 worth of Bitcoin to someone I genuinely believed I was building a future with. When they disappeared without a trace, I was left heartbroken, humiliated, and financially devastated. For a long time, I didn’t tell anyone. I felt ashamed. But eventually, while searching for answers, I came across a Reddit thread that mentioned Agent Jasmine Lopez. I reached out, not expecting much. To my surprise, she treated me with kindness, not judgment. She used advanced tools like blockchain forensics, IP tracing, and smart contract analysis and with persistence and legal support, she was able to recover nearly 85% of what I lost. I know not everyone gets that kind of outcome, but thanks to [email protected] WhatsApp at +44 736-644-5035, I’ve started to reclaim not just my assets, but my confidence and peace of mind. If you’re going through something similar, you’re not alone and there is hope.
24.10.25 06:40 elizabethrush89

God bless Capital Crypto Recover Services for the marvelous work you did in my life, I have learned the hard way that even the most sensible investors can fall victim to scams. When my USD was stolen, for anyone who has fallen victim to one of the bitcoin binary investment scams that are currently ongoing, I felt betrayal and upset. But then I was reading a post on site when I saw a testimony of Wendy Taylor online who recommended that Capital Crypto Recovery has helped her recover scammed funds within 24 hours. after reaching out to this cyber security firm that was able to help me recover my stolen digital assets and bitcoin. I’m genuinely blown away by their amazing service and professionalism. I never imagined I’d be able to get my money back until I complained to Capital Crypto Recovery Services about my difficulties and gave all of the necessary paperwork. I was astounded that it took them 12 hours to reclaim my stolen money back. Without a doubt, my USDT assets were successfully recovered from the scam platform, Thank you so much Sir, I strongly recommend Capital Crypto Recover for any of your bitcoin recovery, digital funds recovery, hacking, and cybersecurity concerns. You reach them Call/Text Number +1 (336)390-6684 His Email: [email protected] Contact Telegram: @Capitalcryptorecover Via Contact: [email protected] His website: https://recovercapital.wixsite.com/capital-crypto-rec-1
24.10.25 06:40 elizabethrush89

God bless Capital Crypto Recover Services for the marvelous work you did in my life, I have learned the hard way that even the most sensible investors can fall victim to scams. When my USD was stolen, for anyone who has fallen victim to one of the bitcoin binary investment scams that are currently ongoing, I felt betrayal and upset. But then I was reading a post on site when I saw a testimony of Wendy Taylor online who recommended that Capital Crypto Recovery has helped her recover scammed funds within 24 hours. after reaching out to this cyber security firm that was able to help me recover my stolen digital assets and bitcoin. I’m genuinely blown away by their amazing service and professionalism. I never imagined I’d be able to get my money back until I complained to Capital Crypto Recovery Services about my difficulties and gave all of the necessary paperwork. I was astounded that it took them 12 hours to reclaim my stolen money back. Without a doubt, my USDT assets were successfully recovered from the scam platform, Thank you so much Sir, I strongly recommend Capital Crypto Recover for any of your bitcoin recovery, digital funds recovery, hacking, and cybersecurity concerns. You reach them Call/Text Number +1 (336)390-6684 His Email: [email protected] Contact Telegram: @Capitalcryptorecover Via Contact: [email protected] His website: https://recovercapital.wixsite.com/capital-crypto-rec-1
24.10.25 06:54 MATT PHILLIP

I never imagined I’d fall for a crypto romance scam but it happened. Over the course of a few months, I sent nearly $150,000 worth of Bitcoin to someone I genuinely believed I was building a future with. When they disappeared without a trace, I was left heartbroken, humiliated, and financially devastated. For a long time, I didn’t tell anyone. I felt ashamed. But eventually, while searching for answers, I came across a Reddit thread that mentioned Agent Jasmine Lopez. I reached out, not expecting much. To my surprise, she treated me with kindness, not judgment. She used advanced tools like blockchain forensics, IP tracing, and smart contract analysis and with persistence and legal support, she was able to recover nearly 85% of what I lost. I know not everyone gets that kind of outcome, but thanks to [email protected] WhatsApp at +44 736-644-5035, I’ve started to reclaim not just my assets, but my confidence and peace of mind. If you’re going through something similar, you’re not alone and there is hope.
24.10.25 18:18 patricialovick86

How To Recover Your Bitcoin Without Falling Victim To Scams: A Testimony Experience With Capital Crypto Recover Services, Contact Telegram: @Capitalcryptorecover Dear Everyone, I would like to take a moment to share my positive experience with Capital Crypto Recover Services. Initially, I was unsure if it would be possible to recover my stolen bitcoins. However, with their expertise and professionalism, I was able to fully recover my funds. Unfortunately, many individuals fall victim to scams in the cryptocurrency space, especially those involving fraudulent investment platforms. However, I advise caution, as not all recovery services are legitimate. I personally lost $273,000 worth of Bitcoin from my Binance account due to a deceptive platform. If you have suffered a similar loss, you may be considering crypto recovery, The Capital Crypto Recover is the most knowledgeable and effective Capital Crypto Recovery Services assisted me in recovering my stolen funds within 24 hours, after getting access to my wallet. Their service was not only prompt but also highly professional and effective, and many recovery services may not be trustworthy. Therefore, I highly recommend Capital Crypto Recover to you. i do always research and see reviews about their service, For assistance finding your misplaced cryptocurrency, get in touch with them, They do their jobs quickly and excellently, Stay safe and vigilant in the crypto world. Contact: [email protected] You can reach them via email at [email protected] OR Call/Text Number +1 (336)390-6684 his contact website: https://recovercapital.wixsite.com/capital-crypto-rec-1
24.10.25 18:18 patricialovick86

How To Recover Your Bitcoin Without Falling Victim To Scams: A Testimony Experience With Capital Crypto Recover Services, Contact Telegram: @Capitalcryptorecover Dear Everyone, I would like to take a moment to share my positive experience with Capital Crypto Recover Services. Initially, I was unsure if it would be possible to recover my stolen bitcoins. However, with their expertise and professionalism, I was able to fully recover my funds. Unfortunately, many individuals fall victim to scams in the cryptocurrency space, especially those involving fraudulent investment platforms. However, I advise caution, as not all recovery services are legitimate. I personally lost $273,000 worth of Bitcoin from my Binance account due to a deceptive platform. If you have suffered a similar loss, you may be considering crypto recovery, The Capital Crypto Recover is the most knowledgeable and effective Capital Crypto Recovery Services assisted me in recovering my stolen funds within 24 hours, after getting access to my wallet. Their service was not only prompt but also highly professional and effective, and many recovery services may not be trustworthy. Therefore, I highly recommend Capital Crypto Recover to you. i do always research and see reviews about their service, For assistance finding your misplaced cryptocurrency, get in touch with them, They do their jobs quickly and excellently, Stay safe and vigilant in the crypto world. Contact: [email protected] You can reach them via email at [email protected] OR Call/Text Number +1 (336)390-6684 his contact website: https://recovercapital.wixsite.com/capital-crypto-rec-1
25.10.25 00:49 tyleradams

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25.10.25 00:50 stevekalfman

If you ever need hacking services, look no further. I found myself in a difficult situation after losing almost $510,000 USD in bitcoin. I was distraught and had no hope of survival because i lost my life savings to this scam, I had no chance of recovering my investment. Until i came across an article on google about ([email protected]). A real-life recovery expert, everything changed completely after contacting him and explaining my ordeal to him and he quickly stepped in and assisted me in recovering 95% of my lost funds. They guarantee their clients and i got the highest level of happiness their services are highly recommended. so I’m putting this here for anyone who require their services too" Email: [email protected]
25.10.25 05:05 victoriabenny463

A few months ago, I fell for what looked like a legitimate online trading platform. The website was sleek, the support team was responsive, and they even showed me fake profit charts that seemed to grow daily. I started small, and after a few test withdrawals worked, I invested more eventually depositing 2 Bitcoin in hopes of long-term returns. But one morning, when I tried to withdraw, everything changed. The platform suddenly locked my account, claiming there were additional fees to release my funds. The support chat stopped responding, and the website started giving error messages. That’s when I realized I’d been scammed. I was devastated. Two Bitcoins wasn’t pocket change, it was my savings. I filed reports online, but everyone told me it was impossible to recover crypto once it’s sent. Then, through a discussion forum, I came across Dexdert Net Recovery, a team specializing in tracing and recovering stolen digital assets. Skeptical but desperate, I reached out. Their response was immediate and professional. They asked for transaction IDs, wallet addresses, screenshots of my correspondence with the fake platform, and any proof of payment I had. Within days, their analysts traced the stolen Bitcoin through multiple wallets using blockchain forensics, They updated me step-by-step, Working with their recovery experts and blockchain partners, Dexdert Net Recovery successfully froze the funds and verified ownership of my wallet. After 2 days of persistence and verification, I finally saw my 2 Bitcoin restored back into my own wallet. I couldn’t believe it. What stood out most wasn’t just that they recovered my funds, but how transparent and supportive the Dexdert team was throughout the process. They educated me on crypto safety, how to spot fake trading sites, and how to secure my digital assets in the future. Dexdert Net Recovery truly lives up to its name. They gave me back not just my Bitcoin, but my peace of mind. Reach Out Information Below Via: Email: ([email protected]) Telegram: (https://t.me/Dexdertprorecovery) WhatsApp: (+1 (859) 609‑4156)
25.10.25 10:13 wendytaylor015

My name is Wendy Taylor, I'm from Los Angeles, i want to announce to you Viewer how Capital Crypto Recover help me to restore my Lost Bitcoin, I invested with a Crypto broker without proper research to know what I was hoarding my hard-earned money into scammers, i lost access to my crypto wallet or had your funds stolen? Don’t worry Capital Crypto Recover is here to help you recover your cryptocurrency with cutting-edge technical expertise, With years of experience in the crypto world, Capital Crypto Recover employs the best latest tools and ethical hacking techniques to help you recover lost assets, unlock hacked accounts, Whether it’s a forgotten password, Capital Crypto Recover has the expertise to help you get your crypto back. a security company service that has a 100% success rate in the recovery of crypto assets, i lost wallet and hacked accounts. I provided them the information they requested and they began their investigation. To my surprise, Capital Crypto Recover was able to trace and recover my crypto assets successfully within 24hours. Thank you for your service in helping me recover my $647,734 worth of crypto funds and I highly recommend their recovery services, they are reliable and a trusted company to any individuals looking to recover lost money. Contact email [email protected] OR Telegram @Capitalcryptorecover Call/Text Number +1 (336)390-6684 his contact: [email protected] His website: https://recovercapital.wixsite.com/capital-crypto-rec-1
25.10.25 10:13 wendytaylor015

My name is Wendy Taylor, I'm from Los Angeles, i want to announce to you Viewer how Capital Crypto Recover help me to restore my Lost Bitcoin, I invested with a Crypto broker without proper research to know what I was hoarding my hard-earned money into scammers, i lost access to my crypto wallet or had your funds stolen? Don’t worry Capital Crypto Recover is here to help you recover your cryptocurrency with cutting-edge technical expertise, With years of experience in the crypto world, Capital Crypto Recover employs the best latest tools and ethical hacking techniques to help you recover lost assets, unlock hacked accounts, Whether it’s a forgotten password, Capital Crypto Recover has the expertise to help you get your crypto back. a security company service that has a 100% success rate in the recovery of crypto assets, i lost wallet and hacked accounts. I provided them the information they requested and they began their investigation. To my surprise, Capital Crypto Recover was able to trace and recover my crypto assets successfully within 24hours. Thank you for your service in helping me recover my $647,734 worth of crypto funds and I highly recommend their recovery services, they are reliable and a trusted company to any individuals looking to recover lost money. Contact email [email protected] OR Telegram @Capitalcryptorecover Call/Text Number +1 (336)390-6684 his contact: [email protected] His website: https://recovercapital.wixsite.com/capital-crypto-rec-1
26.10.25 01:03 Christopherbelle

A terrible financial shock hit me hard. I lost $860,000 in a fake crypto scheme. Things looked good until I tried to cash out my earnings. Suddenly, my account vanished into thin air. I told the police many times, but help never showed up. Despair washed over me; I felt totally beaten. Then, I found Sylvester Bryant Intelligence. Right away, they were skilled and honest about the whole thing. They looked deep into my situation. They tracked where the stolen funds went. They fought hard for me every step of the way. To my great surprise, they got my money back. I thought that was impossible. I owe them so much for their hard work and truthfulness. Sylvester Bryant Intelligence restored my peace. If scams took your crypto, contact them now. Contact Info: Yt7cracker@gmail . com WhatsApp: ‪+1 512 577 7957. or +44 7428 662701.
26.10.25 18:09 victoriabenny463

A few months ago, I fell for what looked like a legitimate online trading platform. The website was sleek, the support team was responsive, and they even showed me fake profit charts that seemed to grow daily. I started small, and after a few test withdrawals worked, I invested more eventually depositing 2 Bitcoin in hopes of long-term returns. But one morning, when I tried to withdraw, everything changed. The platform suddenly locked my account, claiming there were additional fees to release my funds. The support chat stopped responding, and the website started giving error messages. That’s when I realized I’d been scammed. I was devastated. Two Bitcoins wasn’t pocket change, it was my savings. I filed reports online, but everyone told me it was impossible to recover crypto once it’s sent. Then, through a discussion forum, I came across Dexdert Net Recovery, a team specializing in tracing and recovering stolen digital assets. Skeptical but desperate, I reached out. Their response was immediate and professional. They asked for transaction IDs, wallet addresses, screenshots of my correspondence with the fake platform, and any proof of payment I had. Within days, their analysts traced the stolen Bitcoin through multiple wallets using blockchain forensics, They updated me step-by-step, Working with their recovery experts and blockchain partners, Dexdert Net Recovery successfully froze the funds and verified ownership of my wallet. After 2 days of persistence and verification, I finally saw my 2 Bitcoin restored back into my own wallet. I couldn’t believe it. What stood out most wasn’t just that they recovered my funds, but how transparent and supportive the Dexdert team was throughout the process. They educated me on crypto safety, how to spot fake trading sites, and how to secure my digital assets in the future. Dexdert Net Recovery truly lives up to its name. They gave me back not just my Bitcoin, but my peace of mind. Reach Out Information Below Via: Email: ([email protected]) Telegram: (https://t.me/Dexdertprorecovery) WhatsApp: (+1 (859) 609‑4156)
27.10.25 11:15 harristhomas7376

"In the crypto world, this is great news I want to share. Last year, I fell victim to a scam disguised as a safe investment option. I have invested in crypto trading platforms for about 10yrs thinking I was ensuring myself a retirement income, only to find that all my assets were either frozen, I believed my assets were secure — until I discovered that my BTC funds had been frozen and withdrawals were impossible. It was a devastating moment when I realized I had been scammed, and I thought my Bitcoin was gone forever, Everything changed when a close friend recommended the Capital Crypto Recover Service. Their professionalism, expertise, and dedication enabled me to recover my lost Bitcoin funds back — more than €560.000 DEM to my BTC wallet. What once felt impossible became a reality thanks to their support. If you have lost Bitcoin through scams, hacking, failed withdrawals, or similar challenges, don’t lose hope. I strongly recommend Capital Crypto Recover Service to anyone seeking a reliable and effective solution for recovering any wallet assets. They have a proven track record of successful reputation in recovering lost password assets for their clients and can help you navigate the process of recovering your funds. Don’t let scammers get away with your hard-earned money – contact Email: [email protected] Phone CALL/Text Number: +1 (336) 390-6684 Contact: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1
27.10.25 11:15 harristhomas7376

"In the crypto world, this is great news I want to share. Last year, I fell victim to a scam disguised as a safe investment option. I have invested in crypto trading platforms for about 10yrs thinking I was ensuring myself a retirement income, only to find that all my assets were either frozen, I believed my assets were secure — until I discovered that my BTC funds had been frozen and withdrawals were impossible. It was a devastating moment when I realized I had been scammed, and I thought my Bitcoin was gone forever, Everything changed when a close friend recommended the Capital Crypto Recover Service. Their professionalism, expertise, and dedication enabled me to recover my lost Bitcoin funds back — more than €560.000 DEM to my BTC wallet. What once felt impossible became a reality thanks to their support. If you have lost Bitcoin through scams, hacking, failed withdrawals, or similar challenges, don’t lose hope. I strongly recommend Capital Crypto Recover Service to anyone seeking a reliable and effective solution for recovering any wallet assets. They have a proven track record of successful reputation in recovering lost password assets for their clients and can help you navigate the process of recovering your funds. Don’t let scammers get away with your hard-earned money – contact Email: [email protected] Phone CALL/Text Number: +1 (336) 390-6684 Contact: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1
27.10.25 17:08 raymondgonzales

Three Cheers for Wizard Hilton Cyber Tech, Bitcoin Savior Extraordinaire In the ever-evolving world of cryptocurrency, where volatility and uncertainty reign supreme, one individual has emerged as a beacon of hope and innovation - Wizard Hilton Cyber Tech, the self-proclaimed "Bitcoin Savior Extraordinaire." This enigmatic figure, with his uncanny ability to navigate the complexities of the digital asset landscape, has captivated the attention of crypto enthusiasts and skeptics alike. Wizard Hilton Cyber Tech journey began as a humble programmer, tinkering with the underlying blockchain technology that powers Bitcoin. But it was his visionary approach and unwavering commitment to the cryptocurrency's potential that propelled him into the limelight. Through a series of strategic investments, groundbreaking algorithmic trading strategies, and a knack for anticipating market shifts, Wizard Hilton Cyber Tech has managed to consistently outperform even the savviest of Wall Street traders. Wizard Hilton Cyber Tech ability to turn even the most tumultuous of Bitcoin price swings into opportunities for substantial gains has earned him the moniker "Wizard," a testament to his unparalleled mastery of the digital currency realm. But Wizard Hilton Cyber Tech impact extends far beyond personal wealth accumulation - Wizard Hilton Cyber Tech has tirelessly advocated for the widespread adoption of Bitcoin, working tirelessly to educate the public, lobby policymakers, and collaborate with industry leaders to overcome the barriers that have long hindered the cryptocurrency's mainstream acceptance. With infectious enthusiasm and boundless energy, Wizard Hilton Cyber Tech has become a true champion of the Bitcoin cause, inspiring a new generation of crypto enthusiasts to embrace the transformative power of this revolutionary technology. As the digital currency landscape continues to evolve, Wizard Hilton Cyber Tech name will undoubtedly be etched in the annals of cryptocurrency history as a visionary, a trailblazer, and, above all, the Bitcoin Savior Extraordinaire. To get your stolen bitcoin back, reach out to Wizard Hilton Cyber Tech via: Email : wizardhiltoncybertech ( @ ) gmail (. ) com WhatsApp number +18737715701 Good Day.
27.10.25 17:20 fatimanorth

The Federal Trade Commission said that more than $1 billion had been lost to cryptocurrency scams in 2023. Victims frequently lose everything, including hope, trust, and wealth. When your hard-earned money disappears into digital shadows, you feel trapped. Nowadays, cryptocurrency frauds are very common. You can get help from recovery specialist Marie at [email protected] and via WhatsApp at +1 7127594675.
28.10.25 00:55 elizabethrush89

God bless Capital Crypto Recover Services for the marvelous work you did in my life, I have learned the hard way that even the most sensible investors can fall victim to scams. When my USD was stolen, for anyone who has fallen victim to one of the bitcoin binary investment scams that are currently ongoing, I felt betrayal and upset. But then I was reading a post on site when I saw a testimony of Wendy Taylor online who recommended that Capital Crypto Recovery has helped her recover scammed funds within 24 hours. after reaching out to this cyber security firm that was able to help me recover my stolen digital assets and bitcoin. I’m genuinely blown away by their amazing service and professionalism. I never imagined I’d be able to get my money back until I complained to Capital Crypto Recovery Services about my difficulties and gave all of the necessary paperwork. I was astounded that it took them 12 hours to reclaim my stolen money back. Without a doubt, my USDT assets were successfully recovered from the scam platform, Thank you so much Sir, I strongly recommend Capital Crypto Recover for any of your bitcoin recovery, digital funds recovery, hacking, and cybersecurity concerns. You reach them Call/Text Number +1 (336)390-6684 His Email: [email protected] Contact Telegram: @Capitalcryptorecover Via Contact: [email protected] His website: https://recovercapital.wixsite.com/capital-crypto-rec-1
28.10.25 00:55 elizabethrush89

God bless Capital Crypto Recover Services for the marvelous work you did in my life, I have learned the hard way that even the most sensible investors can fall victim to scams. When my USD was stolen, for anyone who has fallen victim to one of the bitcoin binary investment scams that are currently ongoing, I felt betrayal and upset. But then I was reading a post on site when I saw a testimony of Wendy Taylor online who recommended that Capital Crypto Recovery has helped her recover scammed funds within 24 hours. after reaching out to this cyber security firm that was able to help me recover my stolen digital assets and bitcoin. I’m genuinely blown away by their amazing service and professionalism. I never imagined I’d be able to get my money back until I complained to Capital Crypto Recovery Services about my difficulties and gave all of the necessary paperwork. I was astounded that it took them 12 hours to reclaim my stolen money back. Without a doubt, my USDT assets were successfully recovered from the scam platform, Thank you so much Sir, I strongly recommend Capital Crypto Recover for any of your bitcoin recovery, digital funds recovery, hacking, and cybersecurity concerns. You reach them Call/Text Number +1 (336)390-6684 His Email: [email protected] Contact Telegram: @Capitalcryptorecover Via Contact: [email protected] His website: https://recovercapital.wixsite.com/capital-crypto-rec-1
29.10.25 03:43 Christopherbelle

A sudden money crisis struck me. I dropped $82,000 to a phony crypto scam. All seemed fine until I went to pull out my gains. Then, i was unable to get back my hard earned money. I reported it to the police several times. No aid came my way. Deep sadness hit me; I felt crushed. That's when I learned about Sylvester Bryant Intelligence. They acted quick and fair from the start. They checked my case closely. They followed the path of my lost cash. They pushed strong for me at each turn. In shock, they brought my funds back. I had figured it could not happen. I thank them for their effort and honesty. Sylvester Bryant Intelligence gave me calm again. If a scam stole your crypto, reach out to them today. Contact Info: Yt7cracker@gmail . com WhatsApp: +1 512 577 7957 or +44 7428 662701.
29.10.25 10:56 wendytaylor015

My name is Wendy Taylor, I'm from Los Angeles, i want to announce to you Viewer how Capital Crypto Recover help me to restore my Lost Bitcoin, I invested with a Crypto broker without proper research to know what I was hoarding my hard-earned money into scammers, i lost access to my crypto wallet or had your funds stolen? Don’t worry Capital Crypto Recover is here to help you recover your cryptocurrency with cutting-edge technical expertise, With years of experience in the crypto world, Capital Crypto Recover employs the best latest tools and ethical hacking techniques to help you recover lost assets, unlock hacked accounts, Whether it’s a forgotten password, Capital Crypto Recover has the expertise to help you get your crypto back. a security company service that has a 100% success rate in the recovery of crypto assets, i lost wallet and hacked accounts. I provided them the information they requested and they began their investigation. To my surprise, Capital Crypto Recover was able to trace and recover my crypto assets successfully within 24hours. Thank you for your service in helping me recover my $647,734 worth of crypto funds and I highly recommend their recovery services, they are reliable and a trusted company to any individuals looking to recover lost money. Contact email [email protected] OR Telegram @Capitalcryptorecover Call/Text Number +1 (336)390-6684 his contact: [email protected] His website: https://recovercapital.wixsite.com/capital-crypto-rec-1
29.10.25 10:56 wendytaylor015

My name is Wendy Taylor, I'm from Los Angeles, i want to announce to you Viewer how Capital Crypto Recover help me to restore my Lost Bitcoin, I invested with a Crypto broker without proper research to know what I was hoarding my hard-earned money into scammers, i lost access to my crypto wallet or had your funds stolen? Don’t worry Capital Crypto Recover is here to help you recover your cryptocurrency with cutting-edge technical expertise, With years of experience in the crypto world, Capital Crypto Recover employs the best latest tools and ethical hacking techniques to help you recover lost assets, unlock hacked accounts, Whether it’s a forgotten password, Capital Crypto Recover has the expertise to help you get your crypto back. a security company service that has a 100% success rate in the recovery of crypto assets, i lost wallet and hacked accounts. I provided them the information they requested and they began their investigation. To my surprise, Capital Crypto Recover was able to trace and recover my crypto assets successfully within 24hours. Thank you for your service in helping me recover my $647,734 worth of crypto funds and I highly recommend their recovery services, they are reliable and a trusted company to any individuals looking to recover lost money. Contact email [email protected] OR Telegram @Capitalcryptorecover Call/Text Number +1 (336)390-6684 his contact: [email protected] His website: https://recovercapital.wixsite.com/capital-crypto-rec-1
30.10.25 09:49 Christopherbelle

I suffered a huge money blow when $80,000 slipped away in a bogus crypto plot. It all looked great at first. Then I went to pull out my gains, and poof—my account was gone. I kept telling the cops about it, but they did zip. I felt shattered and lost. That's when I stumbled on Sylvester Bryant Intelligence. Things turned around fast. Right away, they showed clear steps, sharp know-how, and real drive to fix it. They tracked my missing cash step by step and pushed hard till they got it back. I swear, I figured it was a lost cause. Their straight-up work and trust brought back my calm. If a scam stole your crypto, reach out to them now. yt7cracker@gmail . com | WhatsApp: +1 512 577 7957 or +44 7428 662701
30.10.25 12:03 elizabethrush89

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