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[Перевод] Что не так с ИИ-«искусством»

ИИ-Одри Хепберн

Disclaimer: это перевод статьи, основанной на видеоэссе.

Автор — Томас Флайт

Не знаю, как у вас, но когда я натыкаюсь на заполонившие интернет изображения и видео, которые были созданы ИИ, у меня возникает очень странное чувство. Это своего рода инстинктивное ощущение, что с этими изображениями что‑то не так.

Часть меня скептически относится к этой инстинктивной реакции: не попадаю ли я в ловушку, в которую попадали бесчисленные поколения до меня? Может быть, я, как могли бы предположить сторонники ИИ, просто рефлекторно отвергаю следующий логический шаг в технологическом прогрессе, потому что он несёт с собой некомфортные для меня перемены? Может быть, я просто повторяю за Платоном, когда он критиковал развитие письменности, утверждая, что это приведет к потере памяти у людей?

Или это инстинктивное чувство, что что‑то «не так» с «искусством», созданным ИИ, указывает на нечто более глубокое и истинное? Не сообщает ли оно нам что‑то важное о том, что такое искусство для нас, для людей? О том, что, каким бы ни было искусство, попытка создать его с помощью ИИ — это своего рода насилие?

ИИ в Голливуде

Тилли Норвуд — ИИ‑«актриса», созданная британской компанией Particle6, которая позиционирует себя как «ведущая в Европе студия, работающая на основе искусственного интеллекта».

Тилли вызвала немедленное и резкое отторжение у многих в Голливуде: актёры были напуганы перспективой того, что их вытеснят из и без того высококонкурентной индустрии, а некоторые сочли её «искусство» тревожным в более глубоком смысле. Эмили Блант отреагировала на Тилли словами: «Пожалуйста, прекратите. Пожалуйста, прекратите лишать нас человеческих связей».

Даже если технологии пока недостаточно развиты, чтобы снять Тилли в следующем сезоне «Дома дракона», очевидно, что некоторые в Голливуде не против ползущего внедрения ИИ. Сообщается, что некоторые агентства по поиску талантов уже обзванивают Тилли; Ридли Скотт заявил, что «пытается принять ИИ», а Джейсон Блум из Blumhouse, комментируя кейс Тилли Норвуд, заявил, что ИИ теперь с нами, нравится нам это или нет. Он подчеркнул, что Голливуду не следует прятать голову в песок, а вместо этого принять ИИ, «если это можно сделать этично и законно» (как он поспешил добавить). Эштон Кутчер назвал ИИ «удивительным инструментом, с которым нам следует научиться работать».

Это самый распространённый тезис в поддержку ИИ — утверждение, что это всего лишь ещё один инструмент. Что отказ от ИИ будет подобен отказу от цифровых камер или компьютерной анимации. Именно к этому аргументу прибегают создатели Тилли, отвечая на критику:

«Я вижу в ИИ не замену людям, а инструмент». «Она не замена человеку, а творчество, произведение искусства».

Но точно ли Тилли — искусство? Можно ли использовать Тилли, чтобы создавать произведения искусства? Правда ли, что ИИ — это просто новая кисточка, которой мы можем наносить мазки на холст? Или это нечто иное?

Наскальные рисунки в Шове

Пещера забытых снов

В фильме «Пещера забытых снов» режиссёр Вернер Херцог переносит нас в пещеру Шове во Франции, чтобы мы увидели древнейшие из известных нам изображений, созданных человеком.

Ж.‑Ф. Мартел в своей книге «Возвращение искусства в эпоху искусственности», пишет о фильме так: «В изображениях, оставленных нам доисторическими людьми, мы видим проблеск какой‑то нашей общей человечности, но также мы заглядываем в неведомую часть себя, в нечто, залегающее глубоко внутри нас».

Видя произведения искусства, созданные около 30 000 лет назад, мы испытываем поразительное чувство узнавания. В самом процессе создания искусства есть что‑то, что мгновенно узнаётся как нечто человеческое. Какой‑то импульс, который остаётся в нас, несмотря на то что с тех пор прошло колоссально много времени и общество сильно изменилось.

Но в этой пещере мы также сталкиваемся с чем‑то другим — тем, что Мартел называет неведомой частью себя.

Что мы видим, глядя на это искусство, так это загадку: кем были люди, сделавшие эти рисунки, и почему они их нарисовали? Как будто мы обнаружили признаки инопланетной жизни, а потом поняли, что инопланетяне — это мы сами и что наше собственное существование точно так же загадочно и поразительно, как и всё остальное в космосе.

Даже если мы не можем в точности узнать, что означают эти наскальные рисунки, в самом вопросе об их значении кроется глубокая и волнующая тайна.

Эти изображения означают не только существование чего‑то или кого‑то, но ещё и осознание этого существования. Существование искусства — это само существование, выражающее себя для других.

Мы часто не задумываемся о том, что, несмотря на то, насколько изменилось искусство, несмотря на весь технический прогресс и научные знания, накопленные с тех пор, как эти наскальные художники создали свою работу, мы до сих пор находимся в плену этой тайны.

Искусство по‑прежнему загадочно, и истинные произведения искусства по‑прежнему выражают тайну самой жизни.

По словам Мартела, искусство «требует, чтобы мы чувствовали и осмысляли тайну нашего прохождения через это тело, на этой земле, в этой вселенной…» и «...свидетельствует о недоумении, которое сам факт существования вызывает в нашем мозгу».

«Зеркало» (1975)

Какой импульс связывает замысловатую резьбу в Ангкор‑Вате, наскальные рисунки в пещере Шове и Сикстинскую капеллу со скорбной красотой «Арабески № 1» Дебюсси или с пронзительными поэтичными кадрами в «Зеркале» Андрея Тарковского?

Во все них я вижу попытку выразить то, что художник пережил, но не смог измерить. Попытку выразить таинственную часть жизни, которую невозможно выразить словами. Желание оставить не просто след в мире, но именно наш след — след, говорящий о том, кто мы есть и о нашем опыте жизни.

Искусство — это то, что позволяет нам говорить друг с другом об этих тайнах. Делиться друг с другом, от человека к человеку, неизмеримыми особенностями нашего существования.

Пещера забытого слопа

Компания OpenAI, стоящая за ChatGPT, недавно выпустила Sora2 — ИИ‑модель, позволяющую легко генерировать ИИ‑видео, порой выглядящие поразительно реалистично, а также платформу, где вы можете смотреть бесконечный поток этих искусственно сгенерированных роликов.

Прокрутка Sora вызывает головокружительное, жуткое чувство. Конечно, в этом есть что‑то знакомое: иногда мне и впрямь кажется, что я смотрю ролик в TikTok или Instagram. Но есть в этом и что‑то чуждое и странное. Порой это вызывает смех, скорее над нигилистической абсурдностью самого проекта, чем над любым видео или шуткой, созданными платформой. И всё же, глядя на Sora, или другие платформы, предлагающие потоки ИИ‑изображений, или на Тилли Норвуд, или читая стихотворение, сгенерированное LLM, я испытываю давящее на меня странное чувство пустоты.

На мой взгляд, во всём этом есть чётко ощутимая пустота. Хотя иногда ИИ‑изображения способны поначалу зацепить моё внимание, это не то же самое любопытство, которое я испытываю, когда меня цепляет произведение искусства, созданное человеком. Мне не нужно ещё картинок, я просто задаюсь вопросом: зачем это существует? Для чего это нужно?

Искусство/Искусственность

Вы можете попросить модель типа Midjourney создать пещерную живопись в стиле пещеры Шове, и вы получите что‑то вроде этого:

ИИ‑изображение с «наскальной живописью»

Оставим стороне тот факт, что этот рисунок, очевидно, не был искусно выполнен на скальных рельефах 30 000 лет назад; всё равно было бы легко раскритиковать это изображение, указывая на неточности в деталях и перечисляя все несоответствия оригиналу по качеству и стилю. Но я думаю, что это будет ошибкой. Потому что такое изображение, даже если оно правильно передаст детали, всё равно будет лишено чего‑то, что есть в оригинальных рисунках.

Но чего именно ему не хватает? И если это сгенерированное изображение не искусство, то что оно такое? Как мы его назовём?

Чтобы ответить на эти вопросы, я воспользуюсь различием, которое Дж. Ф. Мартел провёл между «искусством» [art] и тем, что он называет «искусственностью» [artifice].

Даже задолго до появления искусственного интеллекта наша жизнь была окружена и доверху забита предметами дизайна, фотографиями, картинами, иллюстрациями, графикой, символами, видео, анимацией и другими творческими произведениями.

В этом огромном пространстве есть то, что обычно называем искусством, но ещё мы обнаруживаем, что те же навыки и техники, которые используются для создания искусства, одновременно используются для создания множества вещей, которые… нужно назвать иначе.

Большинство из нас, вероятно, согласится с тем, что «Звёздная ночь» Ван Гога — это произведение искусства, но вряд ли сочтёт знак «Стоп» или рекламный флаер искусством в том же смысле.

Мартел называет эту другую категорию так: искусственность.

Важно отметить, что искусственность сама по себе не плоха. Очевидно, что в разработке и создании искусственности задействованы художественное мастерство и навыки. Для создания эффективного дорожного знака или рекламного флаера нужны сознательное намерение, креативность, композиция и теория цвета.

Таким образом, это различие не умаляет таланта, который часто необходим для создания хорошей искусственности, и не отрицает, что искусственность в нашем обществе необходима.

Скорее, различие между искусством и вымыслом заключается в их предназначении: для художника — как средства самовыражения, для зрителя — как средства соприкоснуться с этим самовыражением.

Мартел пишет: «Искусственность отказывается от способности подарить нам озарение (что является прерогативой искусства), чтобы передать информацию, будь то сообщение, мнение, суждение, физиологический стимул или приказ».

Эдвард Хоппер «Полуночники»

Когда я смотрю на «Полуночников» Эдварда Хоппера, я не нахожу в ней никакого очевидного посыла или тезиса: вместо этого я испытываю странное ощущение тайны, причудливое сочетание пограничности, одиночества и красоты, которое трудно описать, но которое кажется мне знакомым.

Эдвард Хоппер «Утреннее солнце»

То же самое чувство я испытываю и от «Утреннего солнца» Хоппера. Одиночество ли это? Отчаяние? Тепло солнца вот‑вот пробудит её от этой меланхолии? Или же, как ни странно, тепло его прикосновения, — это причина, по которой она тоскует по чему‑то иному? Связана ли пустота на её лице, отражённая в скудности композиции, с индустриальным пейзажем перед её глазами? Намекает ли Хоппер на то, что эти эмоции — результат модернистской эпохи, достигшей пика в 1950-х годах? Не знаю как, но он улавливает здесь знакомое мне чувство. И, осознавая это чувство, я ощущаю связь не только с картиной, но и с человеком, выражающим его через холст.

А теперь сравните «Утреннее солнце» с этими фотографиями, созданными Карлом Ларгерфельдом для рекламной кампании модного бренда Fendi в 2010 году:

Для создания и стилизации этих фото, безусловно, требуется определённый уровень художественного мастерства. Но, в отличие от оригинальных работ Хоппера, в их глубине нет никакой загадки. Нам не нужно гадать, что пытаются выразить эти фотографии, что чувствует модель или какие эмоции пытался передать фотограф.

Мы знаем, что цель изображения — продемонстрировать одежду, вызвать у нас ассоциации с престижными картинами Хоппера. Изображения пытаются заставить нас что‑то купить.

Хотя мне нравятся эти фото, и я считаю Ларгерфельда, безусловно, талантливым фотографом, Мартел бы возразил (и я бы согласился), что это не искусство, а творения искусственности.

Искусственность не предназначена для исследования какого‑то глубокого, таинственного чувства. Искусственность может использовать или вызывать чувства, но его конечная цель — передать информацию или побудить зрителя к действию, будь то выпить пепси или уступить дорогу встречному транспорту.

И это может быть важно. Вы вряд ли бы хотели, чтобы знак «Стоп» выражал глубокие тайны вселенной: вам нужно, чтобы он ясно и эффективно убеждал зрителя совершить действие.

Подлинное искусство, напротив, полностью выводит нас за рамки утилитарного. По словам Мартела, оно «изумляет и само рождается из изумления…».

«Изумление — это лакмусовая бумажка искусства, знак, по которому мы узнаём, что нас магическим образом вывели из практических и утилитарных устремлений, чтобы мы могли встретиться с бездонной мечтой жизни в разумной форме».

С этой точки зрения искусство создается и существует просто как выражение тайны жизни и способ её познать.

И изумление, определяющее искусство, может проявиться как грандиозное религиозное изумление или более сдержанное исследование тонких эмоций. Или же оно может проявиться в чём‑то столь незначительном, как внимание к игре света на развевающихся на ветру занавесках, к простой красоте танца между предметами и цветами в комнате или даже к осознанному исследованию того, как обширные тоновые пространства и фактура мазков кисти могут вызывать определённые эмоциональные состояния.

Мартел утверждает, что это изумление от искусства возникает не от преодоления неуютной странности и таинственности нашего повседневного существования, а наоборот, от того, что оно заставляет нас ясно его осознать.

Художник не обязательно ставит своей конечной целью зашифровать чувство изумления в своей работе, — это. скорее, движущая им мотивация, то, что возникает во время самого создания искусства, проявляющееся как осознанно, так и бессознательно в тысячах решений, принимаемых художником в процессе творения.

У каждой культуры или человека есть свои собственные вкусы в отношении ценностей и стилистический язык, который они используют для выражения этого изумления. То, что поражает одного человека или культуру, может сбивать с толку или наводить скуку на другого. Но всё искусство объединяет попытка выразить наше собственное изумление каким‑либо аспектом самого бытия.

И хотя не каждое произведение искусства вызовет это изумление у каждого зрителя, когда искусство служит своему истинному предназначению, изумление в нём есть.

ИИ не изумляется

Я не знаю, выражали ли художники из Шове чувство удивления, страха, страсти, преклонения или празднования, изображая животных, которые, по всей видимости, были для них источником жизни. Возможно, ими двигало именно то, как все эти сложные чувства, связанные с объектом, сосуществовали в их душе. Мы можем только предполагать.

Но я точно знаю, что в опыте этих художников было нечто поразительное, что побудило их отвлечься от всех дел, служивших прямой задаче выживания, и погрузиться в акт самовыражения.

Независимо от того, правильно ли мы интерпретируем эти изображения, основная ценность, которую мы получаем от созерцания этих работ, заключается в попытке соотнестись с тем, что они выражали.

Что же происходит, когда мы заставляем ИИ создавать наскальные рисунки или любое другое изображение, похожее на искусство? Они могут быть визуально похожи в том же смысле, в котором реклама может иметь сходство с произведением искусства, но в остальном я бы сказал, что сгенерированное ИИ изображение не несет в себе того же выражения жизни, что присуще настоящим произведениям искусства.

ИИ, в отличие от пещерных художников и других художников, не может «выразить» удивление каким‑либо аспектом жизни через искусство, потому что он сам не переживает эту жизнь, он не чувствует удивления, чтобы затем перенести его в художественный процесс.

Всё, что он создаёт, может быть лишь имитацией того, как человек выражал какую‑то часть жизни. Имитацией, созданной без понимания того, что и почему он имитирует.

ИИ‑картина «Картина Эдварда Хоппера 1950-х годов об одиночестве»

Вы можете попросить ИИ создать изображение того, как выглядели одиночество и отчуждение в 1950-х годах. И, возможно, вы даже каким‑то образом найдёте отклик в том, как ИИ изображает эти чувства. Но эти изображения не реальный артефакт, отражающим реальные человеческие эмоции, которые кто‑то испытывал в 1950-х годах, в отличие от картин Хоппера.

И я думаю, что степень, в которой мы можем сопереживать эмоциям, создаваемым искусственным интеллектом, определяется лишь степенью, в которой мы сопереживаем его способности имитировать то, как художники‑люди уже перевели этот опыт в искусство.

Искусственный интеллект может создавать бесконечное множество вариаций этих имитаций во всех мыслимых стилях, но он не может добавить в коллекцию произведений искусства что‑то новое, рождённое из прямого контакта с бытием. У него нет собственного опыта одиночества, который он мог бы выразить.

Меня привлекает в живописи Хоппера не само содержание изображений, а то, что за ними стоит. Картина — это не просто обои, призванные украсить комнату. Я смотрю на его работы не только ради городской улицы или женщины, сидящей в постели.

Меня привлекает в Хоппере его взгляд на эти сцены — то, как он передает определенные чувства, выстраивая и рисуя повседневность. Он увидел мир в определенном свете и теперь выражает этот взгляд в своих работах. Его произведения искусства связывают меня с опытом другого человека, в то время как искусственный образ связывает меня лишь со случайно выбранными элементами стиля, которые Хоппер использовал для передачи своего опыта.

Я считаю, что в искусстве нас во многом привлекает именно взгляд художника, возможность буквально увидеть, как его взгляд на мир отражается в его работах.

У ИИ, по сути, нет собственного взгляда на мир. Нет взгляда, чтобы где‑то его отражать. По крайней мере, в своей текущей версии он способен лишь имитировать существующие точки зрения. Это может быть полезно для создания объектов искусственности. Но оно упускает из виду одну из важнейших причин, по которой нас привлекает искусство.

Данные и консенсус

Суть этой проблемы заключается не только в оценке конечных результатов, но и в анализе того, как создаются произведения.

Искусственность изображений или текста, сгенерированных ИИ, заложена в самом способе их создания. Мартел утверждает, что помимо передачи информации и команд, искусственный интеллект служит созданию консенсуса:

«Консенсус — это статистический мир полезных знаний, обобщений, привычек, обычаев и идеологий. Искусственные произведения укрепляют консенсус, представляя реальность так, как будто всё уже было распланировано».

Алгоритмы машинного обучения, генерирующие текст и изображения, буквально используют статистический и математический анализ для создания предсказательных данных. Произведение, сгенерированное ИИ, не создается в рамках художественного процесса: оно создается путем визуализации консенсуса, найденного внутри всеобщих данных.

ИИ использует этот консенсус для реверс‑инжиниринга изображения, чтобы удовлетворить желание или ожидание, которые мы задаем ему через промпт. ИИ‑изображение‑ это визуальное выражение того самого консенсуса, который, по мнению Мартела, противоположен искусству.

Хотя мы можем использовать его для создания чего‑то нового — например, определённой комбинации пикселей или слов, никогда ранее не существовавших, — мне кажется, ИИ не может быть средством, с помощью которого можно запечатлеть и передать истинное изумление и тайну, потому что истинное изумление и тайна — это не фрагменты данных или информации: это нечто странное, ощущаемое и пережитое.

В этом смысле истинное искусство — это часть жизни, которую невозможно превратить в данные или информацию. Именно поэтому мы превращаем эту часть жизни в стихотворения, картины или песни, а не просто описываем её с помощью логики и разума.

Но почему это важно?

Почему нас должно так волновать различие между искусством и искусственностью? Потому что, упуская это различие из виду, мы рискуем стать жертвой двух досадных заблуждений:

Во‑первых, мы можем относиться к произведениям искусства как к искусственности и упустить возможность испытать изумление и сопричастность, которые может предложить подлинное искусство.

Или мы поверим, что искусственность — это и есть произведения искусства, и останемся уязвимыми и беззащитными перед тем, как искусственность пытается повлиять на наше мышление и поведение.

Нынешнее общество находится во власти обоих заблуждений: помимо того, как нами манипулирует реклама, мы становимся жертвами всевозможной пропаганды.

И одновременно мы обесцениваем силу искусства, часто утверждая, что всё — искусственно, что в мире больше нет места чему‑то большему, что может по‑настоящему глубоко нас тронуть.

Мартел утверждает, что в современном мире мы часто не позволяем силам искусства глубоко нас затронуть и тем самым выступить в качестве защитного механизма от манипулятивной силы искусственности. Что та самая отстранённость, которую мы используем для защиты своего психического здоровья в этом мире, пропитанном искусственностью, превратилась в апатию к искусству.

Мы напускаем на себя ироническую отстраненность и считаем, что невосприимчивость к подлинному выражению чувств — это круто, в то время как тех, кого можно растрогать, мы считаем слабыми. Сентиментальность и романтика стали оскорблениями.

Эта пресыщенность повлияла и на самих художников, которые часто взаимодействуют с чем‑то искренним только через слой отстраненности, не желая, чтобы их считали банальными.

Цена всего этого высока: циничная искусственность, выдающая себя за искусство, озабоченная только своей коммерческой жизнеспособностью, и оцепеневшая публика, неспособная проникнуться художниками и работами, которым удаётся преодолеть цинизм и стать произведениями подлинного искусства.

Не просто ещё один инструмент

Я сосредоточился здесь в основном на изображениях, полностью созданных искусственным интеллектом. Но что если искусственный интеллект — это всего лишь один небольшой инструмент, используемый для создания более масштабного произведения искусства?

Я не думаю, что любая искусственность в рамках более масштабного произведения обязательно портит всё. Я не считаю, что если небольшая доля искусственного интеллекта была использована в игре Эдриана Броуди в «Бруталисте», то весь фильм не имеет художественной ценности и должен называться «искусственным„. Очевидно, что между этим и воплощением Тилли Норвуд в реальности лежит огромная пропасть. И любое искусство, существующее в рамках капиталистического рынка, обязательно должно выстраивать отношения с силами искусственности, чтобы его создали и увидели. Я не предлагаю строгого деления на чёрное и белое.“»

И, возможно, — как предполагает Джейсон Блум, — если мы сможем решить этические и юридические вопросы — искусственный интеллект сможет найти себе место в качестве ещё одного инструмента в нашем арсенале, как это сделали компьютерная графика или цифровые камеры. Но я думаю, нам не следует внедрять его, не обдумав перед этим, как он влияет на художественный процесс.

Потому что искусство — это не только конечный результат, но и процесс, который мы используем для его достижения. Истинное самовыражение в искусстве рождается из каждого мельчайшего выбора, сделанного в процессе воплощения этого искусства в реальность — как отражение нашего опыта и точки зрения.

Художественный процесс — это одновременно и осознанное, и бессознательное, которое раскрывается в каждом мазке кисти, в случайностях и нашей реакции на них, в совместных решениях, принимаемых людьми, в том, как среда, в которой мы создаём искусство, тонко влияет на каждый выбор в этом процессе. Каждое решение или случайность, которую мы принимаем в процессе создания искусства, — это возможность для смысла, точки зрения и опыта проникнуть в произведение, даже если мы сознательно этого не планируем.

Любой аспект процесса, в котором вы используете ИИ, неизбежно исключает вас из него. Но вы и ваша точка зрения — это тот самый источник того, что делает что‑то искусством. Промпт — это не инструмент, с помощью которого вы выражаете себя, а способ описать желаемый результат и позволить чему‑то другому попытаться достичь его за вас. Если суть произведения искусства часто заключается в самой попытке достижения результата, то ИИ отключает нас от этого процесса.

В документальном сериале «Мистер Скорсезе» Леонардо Ди Каприо рассказывает историю создания фильма «Авиатор». В одной из сцен после нескольких дублей и он, и Скорсезе понимают, что что‑то не работает. В конце концов Скорсезе говорит ему, что что‑то не работает, но не говорит, что нужно сделать, потому что Скорсезе знал, что будет ценнее и подлиннее, если Ди Каприо сам найдёт то, что работает.

Скорсезе сделал это, потому что, как художник, он понимает важность самого процесса, и того, что нацеливание человека на чёткий желаемый результат иногда может противоречить целям творчества.

Поэтому, если мы хотим, чтобы машина создавала наше искусство за нас, мне кажется, упускаем смысл создаваемого нами искусства. Истинная ценность искусства заключается не в идеальном результате, которого, как мы представляем, нам поможет достичь ИИ, а в процессе его достижения. И, используя ИИ, мы рискуем подорвать сам процесс, позволяющий более глубоким смыслам проявиться в нашей работе.

Пишущая машинка, может, и сделала написание слов более эффективным, но она не написала их за вас.

Если вы хотите создавать настоящее искусство, а не искусственное произведение, вы должны участвовать в творческом процессе не ради идеального результата, делающего ваш опыт понятным, а ради произведения, которое увлекает зрителя в вашей попытке выразить непостижимое.

Вот почему более пристальный взгляд на произведение искусства открывает более глубокий смысл, в то время как более пристальный взгляд на искусственное произведение часто обнаруживает, что оно менее значимо, чем казалось изначально.

ИИ‑слоп

И всё же я изумляюсь

Но должен признать: хотя мне ещё не доводилось сталкиваться с ИИ‑изображением, которое ощущалось бы как настоящее произведение искусства, иногда я испытываю своего рода жуткое изумление перед тем, что представляют собой эти изображения.

Что если мы всмотримся в этот бесконечный зал зеркал, сконструированный для отражения всего, что мы когда‑либо создали, и спросим себя: зачем? Что мы видим?

Когда я смотрю на все изображения, созданные ИИ, я вижу работу, которая поражает меня своей абсурдностью, сюрреализмом, пустотой и перенасыщением. Попытка создать произведение, охватывающее всё, что создало человечество, одновременно пытаясь максимально исключить себя из творческого процесса.

Я вижу, как человечество пытается отказаться от своего участия в акте творения, оставаясь лишь наедине со своими желаниями, своими промптами, ожидающими исполнения со всё большей точностью, чёткостью и скоростью.

И мне интересно, не выдаёт ли эта попытка скрытое в нас стремление к самоотрицанию.

Возможно, наше желание отстраниться от самого творческого процесса рождается из убеждения, что мы изначально несовершенны и что мы должны преодолеть эти недостатки, создав машину, превосходящую наши несовершенные способности.

Такую, которая сможет бесконечно удовлетворять наши потребности одним нажатием кнопки, без нашего участия или участия другого человека. Это может положить конец невыносимой тайне всей этой жизни.

Но что, если мы всё поняли наоборот?

Что если наше участие в процессе, каким бы несовершенным оно ни было, — это именно то, чего мы желаем и пытаемся удовлетворить этим бесконечным потоком новизны, информации и растущей производительности?

Что если мы ищем машину, которая сможет идеально выполнять наши запросы, в то время как на самом деле мы хотим, чтобы нас вдохновляло наше собственное художественное видение: чтобы мы были настолько заинтересованы в чём‑то, будь то опыт или восприятие мира, чтобы мы хотели сами творить, колебаться в решениях, находя выражение красоты в каждом мазке кисти.

Что если нам нужен художественный проект, в котором нет коротких путей, которые приносили бы удовлетворение, потому что проект — не средство достижения цели, а сам по себе процесс, часть жизни, которая не является проблемой, требующей решения, а загадкой, которой нужно изумляться?

Представьте, что, возможно, 30 000 лет назад художники, наскальные живописцы, закончили свою работу, отложили факелы и уголь, собрались у костра, и один из них сказал: «Было бы здорово создать что‑то, что рисовало бы за нас, чтобы нам не приходилось делать это самим?»

В интервью, где Джейсон Блум говорил о необходимости принятия индустрии ИИ, он сказал: «Потребителю без разницы — ИИ перед ним или нет». И сначала я подумал: он неправ. Некоторым людям, как и мне, важно, видят ли они ИИ. Но, если вдуматься, он прав. Потребителю всё равно, является ли то, что он видит, искусственным интеллектом или нет — он просто ищет то, что может удовлетворить его текущую потребность. Любое, что может привлечь, ублажить и развлечь его, подойдёт. Всегда можно заработать деньги, предоставляя потребителям то, что они хотят.

Но разве мы здесь только для того, чтобы потреблять? Или мы хотим чего‑то другого?

Цель произведения искусства не в том, чтобы удовлетворять потребителей. Если вы творите, чтобы угодить, или переживаете что‑то ради того, чтобы вам угодили, вы находитесь в сфере искусственности.

Искусство же создается не для потребления, а ради самовыражения, для связи с собой, другими людьми или самим существованием через это самовыражение.

Хотя в этом мире найдётся место для создания и потребления искусственности, если мы упускаем из виду роль, которую искусство может играть в нашей жизни, как в жизни художников, так и в жизни зрителей, мы упускаем из виду ценную часть того, что делает нас людьми.

Мы не сможем избавиться от нашего желания быть ближе к другим людям, которую обеспечивает подлинное искусство, начав лучше, быстрее и эффективнее создавать что‑то искусственное.

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8 нояб. 2025 г.

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06.07.26 16:20 Olga Ognjanović

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06.07.26 16:31 Joseph Weigl

Invest wisely and stay cautious. Don't be influenced by promises of unusually high returns or convincing sales pitches from brokers. I learned this the hard way after falling victim to an investment scam that promised huge profits. Fortunately, I acted quickly and reported the incident to a recovery firm for assistance. Contact: Email: [email protected] Telegram: @Resqprofirm WhatsApp: +1 985 296 9146
06.07.26 16:33 Jaran Løvlien

A heartfelt thank you to RESQPRO FIRM for their commitment and professionalism throughout the investigation of my case. Their team worked diligently and helped recover assets valued at $88,000, which were returned to my wallet. I truly appreciate their support, clear communication, and dedication, and I'm grateful for the assistance I received. Contact: Email: [email protected] Telegram: @Resqprofirm WhatsApp: +1 985 296 9146
07.07.26 18:00 robertalfred175

CRYPTO SCAM RECOVERY SUCCESSFUL – A TESTIMONIAL OF LOST PASSWORD TO YOUR DIGITAL WALLET BACK. My name is Robert Alfred, Am from Australia. I’m sharing my experience in the hope that it helps others who have been victims of crypto scams. A few months ago, I fell victim to a fraudulent crypto investment scheme linked to a broker company. I had invested heavily during a time when Bitcoin prices were rising, thinking it was a good opportunity. Unfortunately, I was scammed out of $120,000 AUD and the broker denied me access to my digital wallet and assets. It was a devastating experience that caused many sleepless nights. Crypto scams are increasingly common and often involve fake trading platforms, phishing attacks, and misleading investment opportunities. In my desperation, a friend from the crypto community recommended Capital Crypto Recovery Service, known for helping victims recover lost or stolen funds. After doing some research and reading multiple positive reviews, I reached out to Capital Crypto Recovery. I provided all the necessary information—wallet addresses, transaction history, and communication logs. Their expert team responded immediately and began investigating. Using advanced blockchain tracking techniques, they were able to trace the stolen Dogecoin, identify the scammer’s wallet, and coordinate with relevant authorities to freeze the funds before they could be moved. Incredibly, within 24 hours, Capital Crypto Recovery successfully recovered the majority of my stolen crypto assets. I was beyond relieved and truly grateful. Their professionalism, transparency, and constant communication throughout the process gave me hope during a very difficult time. If you’ve been a victim of a crypto scam, I highly recommend them with full confidence contacting: Email: [email protected] Telegram: @Capitalcryptorecover Contact: [email protected] Call/Text: +1 (336) 390-6684 Website: https://recovercapital.wixsite.com/capital-crypto-rec-1
07.07.26 18:01 robertalfred175

CRYPTO SCAM RECOVERY SUCCESSFUL – A TESTIMONIAL OF LOST PASSWORD TO YOUR DIGITAL WALLET BACK. My name is Robert Alfred, Am from Australia. I’m sharing my experience in the hope that it helps others who have been victims of crypto scams. A few months ago, I fell victim to a fraudulent crypto investment scheme linked to a broker company. I had invested heavily during a time when Bitcoin prices were rising, thinking it was a good opportunity. Unfortunately, I was scammed out of $120,000 AUD and the broker denied me access to my digital wallet and assets. It was a devastating experience that caused many sleepless nights. Crypto scams are increasingly common and often involve fake trading platforms, phishing attacks, and misleading investment opportunities. In my desperation, a friend from the crypto community recommended Capital Crypto Recovery Service, known for helping victims recover lost or stolen funds. After doing some research and reading multiple positive reviews, I reached out to Capital Crypto Recovery. I provided all the necessary information—wallet addresses, transaction history, and communication logs. Their expert team responded immediately and began investigating. Using advanced blockchain tracking techniques, they were able to trace the stolen Dogecoin, identify the scammer’s wallet, and coordinate with relevant authorities to freeze the funds before they could be moved. Incredibly, within 24 hours, Capital Crypto Recovery successfully recovered the majority of my stolen crypto assets. I was beyond relieved and truly grateful. Their professionalism, transparency, and constant communication throughout the process gave me hope during a very difficult time. If you’ve been a victim of a crypto scam, I highly recommend them with full confidence contacting: Email: [email protected] Telegram: @Capitalcryptorecover Contact: [email protected] Call/Text: +1 (336) 390-6684 Website: https://recovercapital.wixsite.com/capital-crypto-rec-1
09.07.26 19:06 Toivo Walli

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09.07.26 19:10 Misty Alexander

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12.07.26 03:33 Pahal Mathew

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13.07.26 23:49 [email protected]

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15.07.26 11:53 Sarah Green

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16.07.26 21:38 patricialovick86

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16.07.26 21:38 patricialovick86

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17.07.26 19:24 laimqq90

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17.07.26 20:12 martinsjude080

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18.07.26 17:12 Malthe Larsen

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18.07.26 17:42 پریا رضایی

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18.07.26 17:46 Adem Akışık

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18.07.26 23:51 bernalzenaida

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19.07.26 04:10 Fraddy Pual

I can't thank Fundsretriever enough for everything they did for me. My name is Vanessa Conway, and I'm here to tell you my story of how I recovered money I never thought I'd see again. A few months ago, I put a significant amount of money into what looked like a genuine online investment company. At first, it felt real—they showed me fake profits and convinced me to invest even more. But when I tried to cash out, they went quiet and started asking for extra fees. That's when it hit me—I had been scammed. I was heartbroken, frustrated, and didn't know where to turn. That money was my savings—months of hard work gone. Then I found Fundsretriever online. I reached out, hoping for a miracle. Right away, their team made me feel heard. They were responsive, knowledgeable, and walked me through everything. They didn't just take my case—they took it seriously and kept me in the loop every step of the way. I finally felt like I had real experts fighting for me. And guess what? They actually got my money back. It wasn't instant, and it took teamwork, but it happened. When I saw those funds returned, I cried with joy. I'm sharing this so that anyone else out there who's been scammed knows—don't lose hope. Do your research before investing, and stay far away from platforms that promise too much too fast. And if you've already been stung, don't wait—get professional help immediately. Thank you, Fundsretriever, from the bottom of my heart. You didn't just recover my money—you restored my faith. — Vanessa Conway 📧 [email protected] 📱 WhatsApp: +16035121448 💬 Telegram: @Fundsretriever
19.07.26 19:53 kimberlyhebertt6877

I invested in bitcoin trading After losing $78.4 USDT) linked to a romance fraud scam worth of cryptocurrency through an online investment platform and later discovered it was a scam. After extensive research for recovery options, I contacted CAPITAL CRYPTO RECOVER based on positive client reviews and recommendations. Their professional security team guided me through the recovery process using advanced technology, and I was able to recover my lost cryptocurrency successfully. I am truly grateful for their support and assistance during such a difficult experience. I will advise you to contact CAPITAL CRYPTO RECOVER helped me recover my funds. For anyone facing similar issues, Website: https://recovercapital.wixsite.com/capital-crypto-rec-1 Email: [email protected] Telegram: @Capitalcryptorecover Contact: [email protected] Call/Text Number: +1 (336) 390-6684
19.07.26 19:53 kimberlyhebertt6877

I invested in bitcoin trading After losing $78.4 USDT) linked to a romance fraud scam worth of cryptocurrency through an online investment platform and later discovered it was a scam. After extensive research for recovery options, I contacted CAPITAL CRYPTO RECOVER based on positive client reviews and recommendations. Their professional security team guided me through the recovery process using advanced technology, and I was able to recover my lost cryptocurrency successfully. I am truly grateful for their support and assistance during such a difficult experience. I will advise you to contact CAPITAL CRYPTO RECOVER helped me recover my funds. For anyone facing similar issues, Website: https://recovercapital.wixsite.com/capital-crypto-rec-1 Email: [email protected] Telegram: @Capitalcryptorecover Contact: [email protected] Call/Text Number: +1 (336) 390-6684
19.07.26 19:54 kimberlyhebertt6877

I invested in bitcoin trading After losing $78.4 USDT) linked to a romance fraud scam worth of cryptocurrency through an online investment platform and later discovered it was a scam. After extensive research for recovery options, I contacted CAPITAL CRYPTO RECOVER based on positive client reviews and recommendations. Their professional security team guided me through the recovery process using advanced technology, and I was able to recover my lost cryptocurrency successfully. I am truly grateful for their support and assistance during such a difficult experience. I will advise you to contact CAPITAL CRYPTO RECOVER helped me recover my funds. For anyone facing similar issues, Website: https://recovercapital.wixsite.com/capital-crypto-rec-1 Email: [email protected] Telegram: @Capitalcryptorecover Contact: [email protected] Call/Text Number: +1 (336) 390-6684
30.07.26 00:04 Ahmed

A really cool analysis, thank you. I was especially struck by how strictly the order is defined: data processing and formatting come first, with color only at the very end. This really saves you from the typical mistake of "first a pretty palette, then we figure out what the chart is for." And the palette validator with OKLCH + colorblindness check is absolutely fantastic; you almost never see that in regular tools. By the way, while reading about rank-trajectory and the logarithmic scale, I immediately remembered how convenient it is to analyze dynamics on charts in ExpertOption—I've been trading there for quite some time now. When the data is well visualized, decisions are noticeably easier and more relaxed. I also liked the point about "no more than eight colors" and the dual-axis ban. Strict restrictions sometimes actually produce better results than complete freedom. I'll try this approach myself.
30.07.26 17:27 wendytaylor015

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30.07.26 17:27 wendytaylor015

My name is Wendy Taylor, I'm from Los Angeles, i want to announce to you Viewer how Capital Crypto Recover help me to restore my Lost Bitcoin, I invested with a Crypto broker without proper research to know what I was hoarding my hard-earned money into scammers, i lost access to my crypto wallet or had your funds stolen? Don’t worry Capital Crypto Recover is here to help you recover your cryptocurrency with cutting-edge technical expertise, With years of experience in the crypto world, Capital Crypto Recover employs the best latest tools and ethical hacking techniques to help you recover lost assets, unlock hacked accounts, Whether it’s a forgotten password, Capital Crypto Recover has the expertise to help you get your crypto back. a security company service that has a 100% success rate in the recovery of crypto assets, i lost wallet and hacked accounts. I provided them the information they requested and they began their investigation. To my surprise, Capital Crypto Recover was able to trace and recover my crypto assets successfully within 24hours. Thank you for your service in helping me recover my $647,734 worth of crypto funds and I highly recommend their recovery services, they are reliable and a trusted company to any individuals looking to recover lost money. Contact email [email protected] OR Telegram @Capitalcryptorecover Call/Text Number +1 (336)390-6684 his contact: [email protected] His website: https://recovercapital.wixsite.com/capital-crypto-rec-1
31.07.26 16:21 rssllhrnsb

I learned an important lesson after investing in what appeared to be a genuine opportunity. Unfortunately, I was unable to access my funds, which reinforced the importance of carrying out thorough due diligence, checking whether an investment is appropriately regulated, and seeking qualified professional advice rather than relying solely on online reviews or testimonials. During the process of addressing my case, I worked with Mrs. Doris Ashley, who communicated clearly, provided regular updates, and handled the matter in a professional manner. According to my experience, I have recovered $50,000 so far, while efforts to resolve the remaining balance are still in progress. If you wish to contact her, the details I used are: Mrs. Tatiana Sorina TEXT : (tatianasorina06 at G.Ma IL ..c 0 m ) Before committing money to any investment, take time to verify the legitimacy of the platform, confirm any relevant regulatory authorisations, and avoid investing more than you can comfortably afford to lose.
01.08.26 15:05 keithwilson9899

ETHEREUM RECOVERY ASSISTANCE: CAPITAL CRYPTO RECOVER HELPED ME RECOVER $98,000 WORTH OF LOST ETH In cases of cryptocurrency scams, having accurate information and trusted support is essential. I would like to recommend Capital Crypto Recover Service, a professional team that specializes in assisting individuals with the recovery of lost or stolen Bitcoin and Ethereum (ETH). Their experienced experts are dedicated to helping victims of digital asset fraud by carefully analyzing each case, developing strategic recovery plans, Capital Crypto Recover Service knowledgeable team's primary goals are to satisfy clients and offer significant support and working diligently toward fund retrieval. The team is committed to providing reliable assistance and maintaining a high level of client satisfaction. Based on my assessment, their reputation professionalism and a strong commitment to their clients. If you have experienced a cryptocurrency loss, you can contacting them for further assistance Phone (Call/Text): +1 (336) 390-6684 Email: [email protected] Alternate Email: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1
01.08.26 15:05 keithwilson9899

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03.08.26 20:05 Philip

I was a victim of a crypto theft involving a Pink Drainer, which resulted in the theft of my Wrapped Bitcoin (WBTC) from my Polygon network. The experience was incredibly frustrating and distressing, as I had no idea how to recover my funds. Unfortunately, by the time I noticed the theft, the funds had already been drained to an address that I had no control over, making it seem like an irreversible situation.The attack happened when I clicked on what appeared to be a legitimate link. I didn’t realize at the time that it was a phishing attempt designed to siphon off my private keys and access my wallet. The Pink Drainer, a type of malicious script used by attackers, is specifically designed to exploit such vulnerabilities in crypto wallets. The moment I realized that my WBTC had been drained from my Polygon network. I felt completely helpless, as I didn’t have direct access to the thief's address, and there was no way to reverse the transaction on my own at that point, I started searching for ways to recover my funds, but most resources only offered generic advice that wasn’t practical in this particular case. I quickly realized that if I wanted to have any hope of getting my assets back, I would need professional assistance. After some research, I came across a reliable and trusted recovery team called Aspen Recovery Experts. Their expertise in cryptocurrency recovery, especially in cases like mine, seemed promising.I decided to reach out to Aspen Recovery Experts, and I’m incredibly grateful that I did. Their team of crypto recovery experts was able to help me trace the stolen funds and identify the path the funds took after they left my wallet. Using advanced tools and techniques, they were able to track the transactions on the blockchain, helping me understand where my WBTC had been sent. More importantly, they worked tirelessly to assist me in contacting the necessary parties and even interfaced with blockchain analysts to help facilitate the recovery process.Thanks to their efforts, I was able to successfully recover my stolen funds. The entire process took some time, but the Aspen Recovery Experts dedicated team provided regular updates and kept me informed throughout the process, which gave me a sense of hope and relief during an otherwise stressful time. If you’re ever in a similar situation, I highly recommend reaching out to a trusted recovery team like Aspen Recovery Expertshhh . Their professionalism, knowledge, and expertise were critical in helping me recover my funds and regain control of my crypto assets. Whatsapp : +1 747 231 9036 Telegram : @ prohackerspy Email : [email protected]
03.08.26 20:06 Philip

I was a victim of a crypto theft involving a Pink Drainer, which resulted in the theft of my Wrapped Bitcoin (WBTC) from my Polygon network. The experience was incredibly frustrating and distressing, as I had no idea how to recover my funds. Unfortunately, by the time I noticed the theft, the funds had already been drained to an address that I had no control over, making it seem like an irreversible situation.The attack happened when I clicked on what appeared to be a legitimate link. I didn’t realize at the time that it was a phishing attempt designed to siphon off my private keys and access my wallet. The Pink Drainer, a type of malicious script used by attackers, is specifically designed to exploit such vulnerabilities in crypto wallets. The moment I realized that my WBTC had been drained from my Polygon network. I felt completely helpless, as I didn’t have direct access to the thief's address, and there was no way to reverse the transaction on my own at that point, I started searching for ways to recover my funds, but most resources only offered generic advice that wasn’t practical in this particular case. I quickly realized that if I wanted to have any hope of getting my assets back, I would need professional assistance. After some research, I came across a reliable and trusted recovery team called Aspen Recovery Experts. Their expertise in cryptocurrency recovery, especially in cases like mine, seemed promising.I decided to reach out to Aspen Recovery Experts, and I’m incredibly grateful that I did. Their team of crypto recovery experts was able to help me trace the stolen funds and identify the path the funds took after they left my wallet. Using advanced tools and techniques, they were able to track the transactions on the blockchain, helping me understand where my WBTC had been sent. More importantly, they worked tirelessly to assist me in contacting the necessary parties and even interfaced with blockchain analysts to help facilitate the recovery process.Thanks to their efforts, I was able to successfully recover my stolen funds. The entire process took some time, but the Aspen Recovery Experts dedicated team provided regular updates and kept me informed throughout the process, which gave me a sense of hope and relief during an otherwise stressful time. If you’re ever in a similar situation, I highly recommend reaching out to a trusted recovery team like Aspen Recovery Expertshhh . Their professionalism, knowledge, and expertise were critical in helping me recover my funds and regain control of my crypto assets. Whatsapp : +1 747 231 9036 Telegram : @ prohackerspy Email : [email protected]
04.08.26 11:05 Kisnoles

Excellent analysis, thank you. I was particularly struck by how rigidly the skill sets the order: data processing and form come first, with color coming last. This really cures the habit of "first a pretty palette, then we'll figure it out." A palette validator using OKLCH + color blindness + WCAG is something most chart generators lack. And regarding the boundaries of competence, it's very clear. Where there's a self-checking loop (color), you delegate freely. Where there's a heuristic (form, data interpretation), you remain the final filter. This is a universal principle, not just for /dataviz. By the way, when you look at trading dashboards (including those of decent platforms like ExpertOption), it's immediately clear who thought about readability and who just threw in rainbow lines. Tools like this skill could greatly improve the quality of analytics. Thanks again for the detailed analysis – saved.
04.08.26 12:37 kimberlyhebertt6877

I invested in bitcoin trading After losing $78.4 USDT) linked to a romance fraud scam worth of cryptocurrency through an online investment platform and later discovered it was a scam. After extensive research for recovery options, I contacted CAPITAL CRYPTO RECOVER based on positive client reviews and recommendations. Their professional security team guided me through the recovery process using advanced technology, and I was able to recover my lost cryptocurrency successfully. I am truly grateful for their support and assistance during such a difficult experience. I will advise you to contact CAPITAL CRYPTO RECOVER helped me recover my funds. For anyone facing similar issues, Website: https://recovercapital.wixsite.com/capital-crypto-rec-1 Email: [email protected] Telegram: @Capitalcryptorecover Contact: [email protected] Call/Text Number: +1 (336) 390-6684
04.08.26 12:37 kimberlyhebertt6877

I invested in bitcoin trading After losing $78.4 USDT) linked to a romance fraud scam worth of cryptocurrency through an online investment platform and later discovered it was a scam. After extensive research for recovery options, I contacted CAPITAL CRYPTO RECOVER based on positive client reviews and recommendations. Their professional security team guided me through the recovery process using advanced technology, and I was able to recover my lost cryptocurrency successfully. I am truly grateful for their support and assistance during such a difficult experience. I will advise you to contact CAPITAL CRYPTO RECOVER helped me recover my funds. For anyone facing similar issues, Website: https://recovercapital.wixsite.com/capital-crypto-rec-1 Email: [email protected] Telegram: @Capitalcryptorecover Contact: [email protected] Call/Text Number: +1 (336) 390-6684
06.08.26 08:11 ROMMYHENDERSON344

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06.08.26 13:56 lydiassmith567

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06.08.26 13:56 lydiassmith567

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11.08.26 03:43 raymont0714

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12.08.26 16:37 rssllhrnsb

I learned an important lesson after investing in what appeared to be a genuine opportunity. Unfortunately, I was unable to access my funds, which reinforced the importance of carrying out thorough due diligence, checking whether an investment is appropriately regulated, and seeking qualified professional advice rather than relying solely on online reviews or testimonials. During the process of addressing my case, I worked with Mrs. Tatiana Sorina , who communicated clearly, provided regular updates, and handled the matter in a professional manner. According to my experience, I have recovered $50,000 so far, while efforts to resolve the remaining balance are still in progress. If you wish to contact her, the details I used are: Mrs. Tatiana Sorina TEXT : (tatianasorina06 at G_Ma IL dot ..c 0 m)…. Before committing money to any investment, take time to verify the legitimacy of the platform, confirm any relevant regulatory authorisations, and avoid investing more than you can comfortably afford to lose.
16.08.26 01:44 Matt Kegan

CapitalNode Analytics. They help to investigate and recover stolen digital assets from fake trading platforms. Great firm i must say.
18.08.26 04:59 marcushenderson624

Bitcoin Recovery Testimonial After falling victim to a cryptocurrency scam group, I lost $354,000 worth of USDT. I thought all hope was lost from the experience of losing my hard-earned money to scammers. I was devastated and believed there was no way to recover my funds. Fortunately, I started searching for help to recover my stolen funds and I came across a lot of testimonials online about Capital Crypto Recovery, an agent who helps in recovery of lost bitcoin funds, I contacted Capital Crypto Recover Service, and with their expertise, they successfully traced and recovered my stolen assets. Their team was professional, kept me updated throughout the process, and demonstrated a deep understanding of blockchain transactions and recovery protocols. They are trusted and very reliable with a 100% successful rate record Recovery bitcoin, I’m grateful for their help and highly recommend their services to anyone seeking assistance with lost crypto. Contact: [email protected] Phone WhatsApp/Text Number: +1 (336) 390-6684 Email: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1
18.08.26 04:59 marcushenderson624

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19.08.26 14:50 BAYER7043

My account was locked, and I couldn’t access my own information until [email protected] +447476618364 whats?up? helped me recover it. This lady hacker was kind and professional, but this experience showed me how risky account lockouts can be. If you’re facing the same problem, do not panic consult her A. S. A. P. Be careful with recovery agents outchea, and research their name, business, and reviews before sharing any details. Never send passwords, security codes, banking information, or copies of your ID unless you’ve confirmed who you’re dealing with. Be wary of promises that sound too good to be true, especially claims that require little information or guarantee instant access with outrageous fees.
20.08.26 11:32 michaeldavenport218

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20.08.26 11:32 michaeldavenport218

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23.08.26 20:02 leslieyee

Excellent analysis by /dataviz! I was particularly struck by how strictly the order is defined: "data meaning first, color last" and how the validator actually adjusts the palette according to OKLCH, color blindness, and WCAG standards. These rules greatly improve the quality of charts. By the way, a similar approach to clean and legible charts is highly valued in trading—for example, on the ExpertOption platform, the interface and price visualization are designed to ensure information is read instantly and without unnecessary noise.
25.08.26 13:44 lydiassmith567

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25.08.26 13:44 lydiassmith567

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30.08.26 15:37 [email protected]

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30.08.26 15:37 [email protected]

Discovering I had been defrauded, I searched online for services claiming to recover stolen ETH. I contacted several companies, but none succeeded. Although some claimed they could trace assets or recover funds, I could not verify their success or recover my money. I later found SYLVESTER BRYANT Recovery through Google. After contacting him, he recovered 450,000,00. He can be reached at [email protected] or WhatsApp at +1 512 577 7957.
01.09.26 11:16 lisawerth897

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01.09.26 11:16 lisawerth897

My Experience With Cryptocurrency — CAPITAL CRYPTO RECOVER I lost over $82,000 in Bitcoin after falling victim to a fraudulent online investment scheme. After realizing I had been scammed, I spent considerable time researching possible ways to recover my funds. During my research, I came across CAPITAL CRYPTO RECOVER and decided to contact them after reading their reported success record and encouraging client positive reviews and testimonials. Their team guided me through the recovery process, and I was grateful to successfully recover my lost cryptocurrency. The experience was challenging, but I appreciated the assistance and support I received throughout the process. I’m sharing my experience in the hope that it may encourage other victims to carefully research their options and verify any recovery service before proceeding. I will forever be thankful to you CAPITAL CRYPTO RECOVER 📧 [email protected] 🌐 Website: recovercapital.wixsite.com/capital-crypto-rec-1 📧 [email protected] 📞 Call/WhatsApp: +1 (336) 390-6684
01.09.26 17:34 Garry42

Really crazy world. These fraudsters go at any length to steal your hard earned funds. I have been a victim of a bitcoin scam about 7 months back. A Con artist gained access to my cashapp account through a phishing scam. They stole $409,000. I was really devastated. I did everything to get back my funds by contacting the FBI but they claimed there was nothing they could do. A friend told me about a recovery expert. He helps fight against various phishing and investment scams and they were able to help trace and recover my funds even though it took over 2 days. you can reach out to him through recoverydarek@gmail. com . I can guarantee his services are still active.
01.09.26 17:34 Garry42

Really crazy world. These fraudsters go at any length to steal your hard earned funds. I have been a victim of a bitcoin scam about 7 months back. A Con artist gained access to my cashapp account through a phishing scam. They stole $409,000. I was really devastated. I did everything to get back my funds by contacting the FBI but they claimed there was nothing they could do. A friend told me about a recovery expert. He helps fight against various phishing and investment scams and they were able to help trace and recover my funds even though it took over 2 days. you can reach out to him through recoverydarek@gmail. com . I can guarantee his services are still active.
02.09.26 03:43 kimberlyhebertt6877

I invested in bitcoin trading After losing $78.4 USDT) linked to a romance fraud scam worth of cryptocurrency through an online investment platform and later discovered it was a scam. After extensive research for recovery options, I contacted CAPITAL CRYPTO RECOVER based on positive client reviews and recommendations. Their professional security team guided me through the recovery process using advanced technology, and I was able to recover my lost cryptocurrency successfully. I am truly grateful for their support and assistance during such a difficult experience. I will advise you to contact CAPITAL CRYPTO RECOVER helped me recover my funds. For anyone facing similar issues, Website: https://recovercapital.wixsite.com/capital-crypto-rec-1 Email: [email protected] Telegram: @Capitalcryptorecover Contact: [email protected] WhatsApp/Text Number: +1 (336) 390-6684
02.09.26 03:43 kimberlyhebertt6877

I invested in bitcoin trading After losing $78.4 USDT) linked to a romance fraud scam worth of cryptocurrency through an online investment platform and later discovered it was a scam. After extensive research for recovery options, I contacted CAPITAL CRYPTO RECOVER based on positive client reviews and recommendations. Their professional security team guided me through the recovery process using advanced technology, and I was able to recover my lost cryptocurrency successfully. I am truly grateful for their support and assistance during such a difficult experience. I will advise you to contact CAPITAL CRYPTO RECOVER helped me recover my funds. For anyone facing similar issues, Website: https://recovercapital.wixsite.com/capital-crypto-rec-1 Email: [email protected] Telegram: @Capitalcryptorecover Contact: [email protected] WhatsApp/Text Number: +1 (336) 390-6684
04.09.26 21:51 Kovengray

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05.09.26 21:38 [email protected]

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09.09.26 21:31 lisawerth897

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09.09.26 21:31 lisawerth897

My Experience With Cryptocurrency — CAPITAL CRYPTO RECOVER I lost over $82,000 in Bitcoin after falling victim to a fraudulent online investment scheme. After realizing I had been scammed, I spent considerable time researching possible ways to recover my funds. During my research, I came across CAPITAL CRYPTO RECOVER and decided to contact them after reading their reported success record and encouraging client positive reviews and testimonials. Their team guided me through the recovery process, and I was grateful to successfully recover my lost cryptocurrency. The experience was challenging, but I appreciated the assistance and support I received throughout the process. I’m sharing my experience in the hope that it may encourage other victims to carefully research their options and verify any recovery service before proceeding. I will forever be thankful to you CAPITAL CRYPTO RECOVER 📧 [email protected] 🌐 Website: recovercapital.wixsite.com/capital-crypto-rec-1 📧 [email protected] 📞 Call/WhatsApp: +1 (336) 390-6684
09.09.26 23:22 Fraddy Pual

Hearing that these individuals are focusing on other people makes me very sad. I had a similar situation with them and lost a lot of money, but after learning about (Cruxcipherteam @ proton DoT me), whataqq:+168160-15021, telegram: @Cruxcipherteam I was able to get my money back. It's critical that we all be watchful and keep reporting these occurrences.
11.09.26 03:23 kimberlyhebertt6877

I invested in bitcoin trading After losing $78.4 USDT) linked to a romance fraud scam worth of cryptocurrency through an online investment platform and later discovered it was a scam. After extensive research for recovery options, I contacted CAPITAL CRYPTO RECOVER based on positive client reviews and recommendations. Their professional security team guided me through the recovery process using advanced technology, and I was able to recover my lost cryptocurrency successfully. I am truly grateful for their support and assistance during such a difficult experience. I will advise you to contact CAPITAL CRYPTO RECOVER helped me recover my funds. For anyone facing similar issues, Website: https://recovercapital.wixsite.com/capital-crypto-rec-1 Email: [email protected] Telegram: @Capitalcryptorecover Contact: [email protected] WhatsApp/Text Number: +1 (336) 390-6684
11.09.26 03:23 kimberlyhebertt6877

I invested in bitcoin trading After losing $78.4 USDT) linked to a romance fraud scam worth of cryptocurrency through an online investment platform and later discovered it was a scam. After extensive research for recovery options, I contacted CAPITAL CRYPTO RECOVER based on positive client reviews and recommendations. Their professional security team guided me through the recovery process using advanced technology, and I was able to recover my lost cryptocurrency successfully. I am truly grateful for their support and assistance during such a difficult experience. I will advise you to contact CAPITAL CRYPTO RECOVER helped me recover my funds. For anyone facing similar issues, Website: https://recovercapital.wixsite.com/capital-crypto-rec-1 Email: [email protected] Telegram: @Capitalcryptorecover Contact: [email protected] WhatsApp/Text Number: +1 (336) 390-6684
15.09.26 03:35 elioduncan

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15.09.26 15:45 lydiassmith567

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06.10.26 06:13 melissathomason573

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06.10.26 17:44 Darrell1717

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11.10.26 03:04 Patricia014

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13.10.26 14:14 lisalisa22

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17.10.26 12:58 melissathomason573

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17.10.26 12:58 melissathomason573

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25.10.26 14:35 lydiasmitth456

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25.10.26 14:35 lydiasmitth456

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27.10.26 01:58 KATHLEEN

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27.10.26 02:22 kimberlyhebertt6877

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27.10.26 02:22 kimberlyhebertt6877

I invested in bitcoin trading After losing $78.4 USDT) linked to a romance fraud scam worth of cryptocurrency through an online investment platform and later discovered it was a scam. After extensive research for recovery options, I contacted CAPITAL CRYPTO RECOVER based on positive client reviews and recommendations. Their professional security team guided me through the recovery process using advanced technology, and I was able to recover my lost cryptocurrency successfully. I am truly grateful for their support and assistance during such a difficult experience. I will advise you to contact CAPITAL CRYPTO RECOVER helped me recover my funds. For anyone facing similar issues, Website: https://recovercapital.wixsite.com/capital-crypto-rec-1 Email: [email protected] Telegram: @Capitalcryptorecover Contact: [email protected] WhatsApp/Text Number: +1 (336) 390-6684
27.10.26 02:25 KATHLEEN

Cyberspacetechexpert focuses on recovering stolen cryptocurrency, particularly USDT and bitcoin. She is well-known for helping victims of digital asset theft. Her reputation arises from successful recoveries that have allowed many to regain their lost funds. I witnessed this when $74,000 was taken from me in January. Thanks to the best female hacker Gracias, I recovered the entire amount in just 14 hours. Her prompt response and effective methods relieved my financial burden. Her commitment to helping others is evident. She is always available to offer solutions to those facing similar problems. For assistance, she can be reached via email Cyberspacetechexpert@gmail .com. or speak to her on What App at + 44 7476618364.
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