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К чему нас приведет ИИ: закат цивилизации или новый рассвет

Привет! Я — Иван Башарин, Руководитель лаборатории ИИ и архитектор решений в VESNA.

Честно признаюсь, мне немного страшно из-за ИИ. Но не переживайте, это не очередная пугалка без самокритики, дочитайте до конца.

Мы очень быстро согласились на новый ритм: результат теперь приходит раньше, чем мы приложим хоть какие-то серьезные усилия.

Раньше, чтобы получить нормальный текст, иллюстрацию или кусок рабочего кода, нужно было по-настоящему попыхтеть — руками, головой. А иногда и потерять пару десятков нервных клеток.

В итоге сидишь над багом, споришь сам с собой, смотришь в стену, а потом тебя внезапно озаряет. У художников то же самое: руки в краске, неудачный мазок — и приходится всё перерисовывать. И только потом, через часы или дни, случается тот самый момент: всё получилось.

Тяжело, конечно, но за страданиями следует сладкое чувство победы — когда тебя накрывает не дешевая быстрая радость от маленького успеха, а гордость. Это я сделал, у этого есть ценность, и она никуда не денется. По крайней мере, для меня.

А что теперь? Теперь у тебя за одну минуту есть черепаха, которая читает газету.

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А если не нравится чашка и хочешь сделать ее из фарфора, то просто исправь несколько слов в промпте. Еще две минуты — и готово.

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Никакого фотошопа и страданий, я ждал всего минуту.

И вот я ловлю себя на мысли, пока листаю картинки в Sora: не забудем ли мы, как приятно делать что-то своими силами? Не перестанем ли получать дофамин от результата?

Последние полтора года я вижу, как из творческих процессов исчезают грубые шероховатые края. Sora и Midjourney с первого раза делают качественные картинки, ChatGPT и DeepSeek пишут хорошие посты для тг-каналов быстрее, чем я открываю заметки и начинаю думать.

Кто-то говорит про плюсы.

Экономисты из Федерального резервного банка Сент-Луиса в 2025 году посчитали, что генеративный ИИ экономит в среднем два часа работы для каждого сотрудника. А значит, и экономику тоже бустит.

А кто-то пугает и переживает.

В MIT вместе с Технионом исследовали, что если просить ChatGPT делать работу с нуля, то это снижает активность в той части мозга, которая отвечает за решение задач и память.

Участники исследования хуже запоминали материал и потом еще какое-то время думали лениво. То есть ИИ ускоряет работу, но если всё время отдавать задачи ему, мозг постепенно отвыкает напрягаться.

Но не меньше меня тревожит другое — судьба ремесел, которые строились на мелкой ручной работе. Куда деть копирайтеров, которые делали несложные рекламные тексты, посты и описания карточек? А дизайнеров обложек и баннеров, у которых каждый день много несложных задач? Туда же фотографы стоковых картинок.

Кто-то, говорят, переучится. Но точно не все: это сильно зависит от времени, денег, сил и удачи каждого конкретного человека. А чем будут заниматься остальные, пока не понятно.

Сюда же можно подтянуть кейс от Гардиан: в этом году разработчики использовали 130 тыс. сценариев для обучения ИИ, но вот нюанс — забыли спросить разрешение у авторов. Чем подставили молодых специалистов: если ИИ может писать базовые неплохие сценарии, то за что платить ассистенту, стажеру, джуну?

Всё очень плохо.

Или нет?

Я рассказал про свои страхи. Хотя не только мои: они звучат в тредах, комментариях на Хабре, в личных беседах. И это ок, людям свойственно тревожиться и преувеличивать, если в уравнении много неизвестных.

Но чтобы не потерять голову, теперь я побуду адвокатом дьявола.

Вообще-то ИИ реально не поможет со сложным кодом: править и разбираться всё равно придется. И не факт, что на это уйдет меньше времени, чем на то, чтобы написать с нуля. И я не повторяю чужие тейки — тестировал многие модели на своем личном коде.

А в нашей лаборатории открытые LLM и вовсе использовать нельзя: мы работаем в закрытом контуре, обучаем модель и используем ее только в рамках линейной работы. Как ассистента, а не как заменителя.

В других сферах LLM тоже используют как не очень умного помощника. Вот цитата моей знакомой, дизайнера Иры, которая не может доверить ИИ конечный результат, но использует его как ассистента, если нужно поразмышлять.

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Согласен с ней: даже обложку для этой статьи пришлось промптить раз десять. Sora так и не смогла переместить луч в заднюю крышку ноутбука, и в итоге я сдался.

Если у вас получится, скиньте потом промпт в комментарии!

А еще не стоит романтизировать бессонные ночи за багами и однотипными задачами.

Настройкой одинаковых конфигураций, переносом эскиза в диджитал, вычиткой запятых. Это не кайф, а рутина. И слава богу, что ИИ забирает эти задачи. Да, баги бывают полезны для опыта, но лучше выспаться и утром вернуться к задаче с ясной головой, чем мучиться до трех ночи.

Да и бизнесу уже не закрыть глаза, большие компании назад не повернут, как бы нам ни было страшно.

Microsoft в своем Work Trend Index 2025 говорит про новую реальность — «фронтир-фирмы», где ИИ-агенты станут новым рабочим ресурсом. Это ударит по джунам и неквалу, но одновременно откроет окна тем, кто умеет быстро перестраиваться и брать ответственность.

В статье они рассказали про фазы, которые должна пройти компания, чтобы перестроиться на новые ИИ-рельсы:

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Статья очень интересная, в следующий раз поговорим об этом подробнее :)

Еще одно личное ощущение: страх тоже двигает. Я, например, хочу защищать человеческий труд. Когда понимаешь, что машина уже может написать простой код или накидать сносный рекламный пост, внутри появляется упрямое желание доказать: «А вот я сделаю так, что никакой алгоритм не повторит».

В итоге знаю, что дизайнеры пытаются найти авторский стиль, копирайтеры пробуют новые форматы, иллюстраторы оставляют фактуру и неровности, которые невозможно подделать нейросетью.

А еще доступный ИИ снимает барьеры входа. Да, я про тот самый любимый на Хабре вайб-кодинг. Не вижу в нем ничего плохого.

К примеру, ситуация: на работе есть толковый разработчик на Java. Он не знает Python, но с ИИ может написать телеграм-бота, потому что умеет объяснить задачу. А агент ему поможет с синтаксисом и ошибками.
И это круто.

Ну что, значит, бояться нечего?

Не совсем. Пока что я не знаю, что делать со страхом потерять удовольствие от труда.

Про это уже говорят ученые, но пока без конкретных цифр и метаанализов. Но они уже беспокоятся: то, что мы избегаем цикл труд → удовольствие, нехорошо для мозга. И только со временем мы поймем, насколько это вредно. И можно ли этот вред компенсировать пользой от ИИ.

Как я решаю проблему для себя: стараюсь хотя бы раз в день сделать что-то вручную. Чтобы напоминать себе, как приятно решить задачу своим умом.

Потому что скорость меня не пугает. Пугает тренд получать результат с первого раза. Зарабатывать награду еще до того, как сделал усилия. Ведь именно в этом усилии я вижу ценность.

Может быть, через какое-то время ручной контент станет главным трендом, как винил или ежедневники. Кто-то ведь до сих пор предпочитает их диджитал-планерам и стримингам. Потому что вайб у цифровых носителей, видите ли, не тот :)

А вы что думаете? Наверняка есть что сказать и с чем не согласиться.

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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

  • 12.10.25 19:53 Tonerdomark

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

  • 12.10.25 21:36 blessing

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

  • 13.10.25 01:11 elizabethrush89

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

  • 13.10.25 01:11 elizabethrush89

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

  • 14.10.25 01:15 tyleradams

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

  • 14.10.25 08:46 robertalfred175

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

  • 14.10.25 08:46 robertalfred175

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

  • 14.10.25 08:46 robertalfred175

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

  • 15.10.25 18:07 crypto

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

  • 15.10.25 21:52 harristhomas7376

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

  • 15.10.25 21:52 harristhomas7376

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

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