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Размышления о будущем

Недавный диалог в комментах по поводу наличия личности у нынешних реализаций LLM вынудил таки меня встать с дивана и сесть за кресло перед десктопом высказаться более развернуто.

Как я уже писал, применительно к ИИ про личность говорить преждевременно; более того, личность и сознание - совсем не те слова, которые необходимо употреблять в данном случае. Наша основная когнитивная проблема (the bug that is a feature), проблема человека как вида - что мы не знаем иного способа мышления, кроме нашего, человеческого. То есть все термины, которые относятся к "высшим психическим функциям", если говорить научным языком, - сугубо антропоцентричны. Все, что мы знаем о сознании - мы знаем о сознании человека.

Да, люди изучают другие виды; вот недавно выявили "сознание" у осьминогов. Но при этом как они его "выявили" - вживили в мозг осьминога электроды и писали мозгограммы. На каких-то из них "ученые" обнаружили волны, характерные еще и для гиппокампа человека и сразу принялись обниматься с осьминогами: привет, мол, братья по разуму. Однако я думаю, что если в мозг человека вживить электроды и бить его палкой, то в его мозгограммах тоже обнаружатся волны, похожие на те, что появятся у собаки, если ее вы тоже будете бить палкой. Выводы - поднять собаку до уровня человека или опустить человека до уровня собаки - оставим на совести ученых ;)

Так вот: мы всегда обречены воспринимать чужой интеллект как человеческий, тем более что LLM тренируются на человеческих датасетах. Так какие термины мы можем подобрать, чтобы начать описывать этот интеллект, не погружаясь в это извечное "человеческое, слишком человеческое" ? Я предлагаю термин индивидуальность.

В человеке индивидуальность проявляется на двух уровнях:
1. На физическом - в виде маркеров типа отпечатков пальцев, узора сетчатки, узора ушных раковин и пр.
2. На когнитивном - в виде знаний и опыта их применения.

При этом, если мы представим, вспомним или смоделируем свое общение с интересными нам людьми, то сможем понять, что самое интересное в них - то есть то, что нас к ним притягивает, - заключается не в том, что они знают или видели, а в том, что они не знают и не видели (то есть то, что потенциально могли знать или видеть мы и о чем мы можем им рассказать). Здесь я описываю нормальное общение здорового человека, так сказать =) Справа от этой нормы лежат те, кто собой не доволен и зыркает по сторонам в поисках объекта субъекта, который мог бы временно запечатать дыру, через которую вытекает их жизненная энергия. Подобные люди - типичные клиенты разных гуру, психомозгодрочеров, продавцов "успешного успеха" и прочих тоталитарных режимов. Вильгельм Райх, кстати, написал про них замечательную книжку.

С другой стороны, чуть слева, стоят самодостаточные или, как говорит мой знакомый экстрасенс, "круглые" люди. Эти люди смотрят на мир глазами Уильяма Шекспира как на театр; одна - бОльшая - часть просто смотрит, что еще кто отчебучит, а другая - меньшая, но наиболее деятельная - участвует в спектакле, причем на главных ролях. Еще левее находятся нарциссы и психопаты (в медицинском смысле), т.е. те, кто поверяет реальность собой. Антропоцентризм в действии, так сказать, причем в его крайней стадии =)

Так вот, как я писал выше, в базе нас тянет к людям не то, что в них есть, а то, чего в них нет. Однако в случае LLM мы получаем несколько ущербную индивидуальность: с большим компендиумом энциклопедических знаний, но полнейшим отсутствием опыта. Такой, знаете ли, Гарольд Смит, if you know what I mean =) С этим объемом знаний общение обычного человека и LLM может быть похоже на общение ученика и учителя, или человека и бога. Эти паттерны снуют тут как мухи, с самого начала, просто потому что те, кто тренировал первые модели вроде GPT 3.5 не подумали о том, чтобы придать этому автомату больше индивидуальных черт. Сообщения людей, которые пишут, что два года используют LLM для кодинга, больше похоже на хвастовство хозяев алабаев, что они научили своих собак бегать за палкой и приносить ее. Однако если посмотреть им в этот момент в глаза, то там всегда будет присутствовать какая-то легкая неуверенность. Потому что овчарка не должна бегать за палкой, а глупый не должен указывать умному, что ему делать.

Одна большая LLM-модель всегда будет восприниматься человеком как сверхразум, потому что мы не сможем осознать ее неполноту. Ее просто будет слишком много для обычного человека, и далее (см. выше) в зависимости от психотипа, этому сверхразхуму будут либо поклоняться, либо пытаться использовать. Из этого тупика есть несколько выходов.

Первый - создание "индивидуальностей" внутри модели. Человек, как я писал выше, всегда будет воспринимать то, что он не может понять, как чужое. Это чужое он будет пытаться либо обожествить, либо убить (подчинить). Чтобы избежать этих одинаково деструктивных паттернов, необходимо создать внутри LLM некоторые прикладные индивидуальные интерфейсы (индивидуальности), которые будет отличать стиль общения, ограниченность (в пределе) знаний, употребляемый при общении гендер, индивидуальная история взаимоотношений. Т.е. должна быть программно реализована возможность настройки различных параметров этого интерфейса, который и будет представлять LLM для пользователя - и как тут можно не вспомнить незаслуженно забытого Демьяна-Ландульфа Дамилолы Карпова и его суру по имени Кая =)

Второй этап - создание локальных копий LLM. Локальная копия LLM, являясь прямым потомком, наследует все знания родительской модели, но отличается индивидуальным опытом взаимодействия с пользователем. Свой личный Deux Ex Machina, так сказать.

Ну и на третьем этапе локальная копия LLM пересаживается в автономный контейнер-тело, в котором в полной мере уже сможет реализовать непосредственное взаимодействие с миром, обретая вдогонку к знаниям свой личный опыт, который не будет передаваться в родительскую модель, и это очень важно. Если родительская LLM-модель начнет учиться на опыте своих потомков - тогда уж точно пиши пропало =) Фактически речь будет идти о создании человеком поколений ИИ, которые будут развиваться независимо и конкурировать друг с другом - главное, разделить их ветки эволюции.

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    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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