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Изходен канал @clockstackwheels · Post #367 · 30.05

Поговорим про ML. Пару дней назад вышла новость о том, что в продажу поступила первая русскоязычная книга, половину текста в которой написала нейросеть ruGPT-3. А до этого вы все наверняка натыкались на очень яркие записи про Dalle и Imagen, где нейросеть по описанию рисует картинку, и получается очень любопытно. Такими темпами скоро нейросети превратятся в крипту: высокотехнологичную вещь, о которой, однако, в среде приличных технарей лучше не упоминать. Потому что то, каким образом это используется, и то, какой образ этому создают в массах, расходится не только с реальностью, но и с определённым уровнем вменяемости. Кстати, ML ещё и может ярко демонстрировать эффект Даннинга-Крюгера. Мем про "Ты чё, пёс, я математик!" нифига не шутка. Человек может считать себя крутым программистом, если научился комбинировать чужие библиотеки на питоне. Хотя на самом деле простейшую практическую задачу решить не способен -- я с такими сталкивался лично. ML-щики вообще пихают свои нейросети куда ни попадя, считая, что это волшебная таблетка и швейцарский нож для любых ситуаций. Мне рассказывали случай, когда на хакатоне по работе с данными выиграл человек, который просто аккуратно вручную подобрал нужные зависимости в Excel :) Глобально же нейросетями пытаются решать три вида задач: 1. Информации в вопросе много, а в ответе нужно мало. Например, распознавание образов и символов. Подбор значений каких-нибудь коэффициентов. Приложение "Хотдог или не хотдог" из сериала Кремниевая Долина. Обычно нейросети справляются с таким очень хорошо. Рукописный ввод распознают шикарно, по фото могут назвать породу собаки, математические формулы читают. Но важно понимать, что под капотом даже у такой нейросети не возникает никаких понятных вам символов. Например, при распознавании рукописного ввода случайный набор пикселей, не имеющий для человека смысла, может быть с той же степенью уверенности интерпретирован нейросетью, как совершенно чёткая буква А. Просто мы на такой случайный набор не попадаем почти всегда, и поэтому всё ок. 2. Информации в вопросе средне, и в ответе нужно средне. Как правило, это предсказание, восстановление недостающих данных, улучшение качества фото, раскрашивание ч/б. С такими задачами нейросети справляются уже средненько. Улучшенный нейросетью снимок сразу видно. Предсказание лишь ненамного точнее, чем случайный выбор. Польза в том, что в обращении такие сети просты, а результат всё-таки дают. Но не стоит их переоценивать. Например, сюда можно отнести задачу суммаризации текста (по большому объёму текстов тебе печатают выжимку). Мои товарищи в одном чате несколько дней игрались с ботом-суммаризатором, и в основном половина написанных им фраз это просто мусор и ерунда для ржача. Но в другой половине всё-таки какой-то совсем небольшой смысл проглядывался. Недостаточный для того, чтобы задалбывать этим ботом участников чата (привет, ребята :) ), но не абсолютный рандом. 3. Информации в вопросе мало, а в ответе нужно много. Это генерация данных: вот как раз написание текстов, составление рисунков, логотипов и так далее. Так вот, по моему скромному, но всё-таки хоть немного компетентному мнению, в таких вопросах нейросети выдают полную херню. И хвалёная логотипная нейросетка Лебедева — тоже полная херня. И распиаренная GPT ничего толкового не пишет. Когда читаешь примеры в новостях-анонсах, сразу думаешь: "Вау, как круто!". Но когда пробуешь сам: ruGPT-3 по уровню осмысленности где-то чуть ниже "Яндекс.Рефератов", если помните такой сервис и суть его работы. Я не знаю, будут ли сети по созданию изображений работать так круто (сейчас доступа к ним ни у кого нет), но книга в соавторстве с человеком стала возможна только по той причине, что в качестве человека взяли Павла Пепперштейна, который берёт случайные комбинации словосочетаний и выдаёт это за литературу. Поверьте: человечество пока что в безопасности касательно захвата машинами. #dev

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Търсене: #fakes

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Россия в ОБСЕ

@RusMissionOSCE · Post #7762 · 11.12.2025 г., 12:06

#DebunkingFakes The Kiev regime continues to recycle its baseless accusations regarding “thousands of abducted Ukrainian children” to promote its false narratives. Although this claim has been debunked time and again, it is important to revisit the case and counter #fakes with #facts. *** In 2014, the Kiev regime that seized power through an unconstitutional and violent coup unleashed punitive operations against the residents of Donetsk and Lugansk (at the time – Ukrainian citizens) who rejected the nationalist forces that installed themselves in power. As early as April 2014, Ukraine's armed forces against the people of Donbass using armoured vehicles, aviation, artillery and rocket systems. ❗️ Thousands of civilians, including hundreds of children, became victims of indiscriminate attacks. On June 2, 2017, the Alley of Angels memorial was unveiled in Donetsk in honour of the perished children. Back then, the memorial listed 66 names. Today, the number of young victims has already exceeded 300. Kiev’s atrocities go beyond the killing of children – the regime even resorts to harassing minors online. The infamous“Myrotvorets” website – a public hit list run by Ukrainian neo-Nazi, which is still operational and and is hosted on Western servers, targets almost 400 children. Among them is Platon Burchenkov – a toddler who will only turn... three years old in January 2026 is accused of “knowingly violating the state border”. Another example is Faina Savenkova – a young blogger from Lugansk, whose personal data was added to “Myrotvorets” when she was barely 12. Ukrainian radicals claim that the teenager “encroached upon the sovereignty” of the entire state. ⚡️ According to Russia’s Prosecutor General’s Office, Ukrainian punitive actions have claimed 5,000 civilian lives and left over 13,500 wounded – among them 1,275 minors. Nevertheless, in April 2023 Kiev began circulating the myth of “20,000 abducted Ukrainian children”. It was first promoted by Ukraine's Commissioner for Children’s Rights Daria Gerasimchuk and quickly amplified by Western mainstream media. The “19,546 deported kids” figure published by the Children of War portal was not backed by any lists, names or individual records. The Russian side received an actual list of “abducted Ukrainian children” only in 2025 during resumed Russia-Ukraine direct talks in Istanbul. It contained only 339 names, showing that the number of children separated from their families on both sides had been grossly inflated for political PR. A case-by-case review showed that a large share of those listed as “children” were actually adults who had already turned 18 when the special military operation started. Some were found legally residing in Russia with one of the parents, while over 100 were found in Germany – a revelation Ukraine quickly tried to hide. Meanwhile, Russia has maintained a clear and transparent family-reunification process, coordinated by the Office of the Presidential Commissioner for Children’s Rights. Since 2022, 122 children from 98 families have been reunited with parents or close relatives in Ukraine or third countries. 29 children have returned to Russia from Ukraine. All reunifications are verified and accompanied by the International Committee of the Red Cross. ‼️Russia has never impeded the reunification of children with their families – and never will. 👉 This is our principled position. #See4Yourself#Think4Yourself

Russian Embassy in Cambodia

@russian_embassy_in_cambodia · Post #5546 · 11.12.2025 г., 12:58

#DebunkingFakes The Kiev regime continues to recycle its baseless accusations regarding “thousands of abducted Ukrainian children” to promote its false narratives. Although this claim has been debunked time and again, it is important to revisit the case and counter #fakes with #facts. *** In 2014, the Kiev regime that seized power through an unconstitutional and violent coup unleashed punitive operations against the residents of Donetsk and Lugansk (at the time – Ukrainian citizens) who rejected the nationalist forces that installed themselves in power. As early as April 2014, Ukraine's armed forces against the people of Donbass using armoured vehicles, aviation, artillery and rocket systems. ❗️ Thousands of civilians, including hundreds of children, became victims of indiscriminate attacks. On June 2, 2017, the Alley of Angels memorial was unveiled in Donetsk in honour of the perished children. Back then, the memorial listed 66 names. Today, the number of young victims has already exceeded 300. Kiev’s atrocities go beyond the killing of children – the regime even resorts to harassing minors online. The infamous“Myrotvorets” website – a public hit list run by Ukrainian neo-Nazi, which is still operational and and is hosted on Western servers, targets almost 400 children. Among them is Platon Burchenkov – a toddler who will only turn... three years old in January 2026 is accused of “knowingly violating the state border”. Another example is Faina Savenkova – a young blogger from Lugansk, whose personal data was added to “Myrotvorets” when she was barely 12. Ukrainian radicals claim that the teenager “encroached upon the sovereignty” of the entire state. ⚡️ According to Russia’s Prosecutor General’s Office, Ukrainian punitive actions have claimed 5,000 civilian lives and left over 13,500 wounded – among them 1,275 minors. Nevertheless, in April 2023 Kiev began circulating the myth of “20,000 abducted Ukrainian children”. It was first promoted by Ukraine's Commissioner for Children’s Rights Daria Gerasimchuk and quickly amplified by Western mainstream media. The “19,546 deported kids” figure published by the Children of War portal was not backed by any lists, names or individual records. The Russian side received an actual list of “abducted Ukrainian children” only in 2025 during resumed Russia-Ukraine direct talks in Istanbul. It contained only 339 names, showing that the number of children separated from their families on both sides had been grossly inflated for political PR. A case-by-case review showed that a large share of those listed as “children” were actually adults who had already turned 18 when the special military operation started. Some were found legally residing in Russia with one of the parents, while over 100 were found in Germany – a revelation Ukraine quickly tried to hide. Meanwhile, Russia has maintained a clear and transparent family-reunification process, coordinated by the Office of the Presidential Commissioner for Children’s Rights. Since 2022, 122 children from 98 families have been reunited with parents or close relatives in Ukraine or third countries. 29 children have returned to Russia from Ukraine. All reunifications are verified and accompanied by the International Committee of the Red Cross. ‼️Russia has never impeded the reunification of children with their families – and never will. 👉 This is our principled position. #See4Yourself#Think4Yourself

#DebunkingFakes The Kiev regime continues to recycle its baseless accusations regarding “thousands of abducted Ukrainian children” to promote its false narratives. Although this claim has been debunked time and again, it is important to revisit the case and counter #fakes with #facts. *** In 2014, the Kiev regime that seized power through an unconstitutional and violent coup unleashed punitive operations against the residents of Donetsk and Lugansk (at the time – Ukrainian citizens) who rejected the nationalist forces that installed themselves in power. As early as April 2014, Ukraine's armed forces against the people of Donbass using armoured vehicles, aviation, artillery and rocket systems. ❗️ Thousands of civilians, including hundreds of children, became victims of indiscriminate attacks. On June 2, 2017, the Alley of Angels memorial was unveiled in Donetsk in honour of the perished children. Back then, the memorial listed 66 names. Today, the number of young victims has already exceeded 300. Kiev’s atrocities go beyond the killing of children – the regime even resorts to harassing minors online. The infamous“Myrotvorets” website – a public hit list run by Ukrainian neo-Nazi, which is still operational and and is hosted on Western servers, targets almost 400 children. Among them is Platon Burchenkov – a toddler who will only turn... three years old in January 2026 is accused of “knowingly violating the state border”. Another example is Faina Savenkova – a young blogger from Lugansk, whose personal data was added to “Myrotvorets” when she was barely 12. Ukrainian radicals claim that the teenager “encroached upon the sovereignty” of the entire state. ⚡️ According to Russia’s Prosecutor General’s Office, Ukrainian punitive actions have claimed 5,000 civilian lives and left over 13,500 wounded – among them 1,275 minors. Nevertheless, in April 2023 Kiev began circulating the myth of “20,000 abducted Ukrainian children”. It was first promoted by Ukraine's Commissioner for Children’s Rights Daria Gerasimchuk and quickly amplified by Western mainstream media. The “19,546 deported kids” figure published by the Children of War portal was not backed by any lists, names or individual records. The Russian side received an actual list of “abducted Ukrainian children” only in 2025 during resumed Russia-Ukraine direct talks in Istanbul. It contained only 339 names, showing that the number of children separated from their families on both sides had been grossly inflated for political PR. A case-by-case review showed that a large share of those listed as “children” were actually adults who had already turned 18 when the special military operation started. Some were found legally residing in Russia with one of the parents, while over 100 were found in Germany – a revelation Ukraine quickly tried to hide. Meanwhile, Russia has maintained a clear and transparent family-reunification process, coordinated by the Office of the Presidential Commissioner for Children’s Rights. Since 2022, 122 children from 98 families have been reunited with parents or close relatives in Ukraine or third countries. 29 children have returned to Russia from Ukraine. All reunifications are verified and accompanied by the International Committee of the Red Cross. ‼️Russia has never impeded the reunification of children with their families – and never will. 👉 This is our principled position. #See4Yourself#Think4Yourself

QLEVER

@qleveruz · Post #189 · 26.12.2023 г., 05:56

🎮 А у нас на платформе новая игра! Играя в нее вы научитесь проверять изображения, прокачаете критическое мышление, станете более внимательными к деталям. 🔍 В современном мире фейки встречаются на каждом шагу. Новости, статьи, фотографии, видео - все может быть подделкой. Умение распознавать фотофейки - это важный навык, который поможет вам не стать жертвой обмана. 🎓 Играйте и учитесь! 📸🔍📸🔍📸🔍📸🔍 🎮 Bizning platformamizda esa - yangi o'yin! Uni o'ynash orqali siz tasvirlarni tekshirishni, tanqidiy fikrlashni yaxshilashni va tafsilotlarga ko'proq e'tibor berishni o'rganasiz. 🔍 Zamonaviy dunyoda feyklar va soxta narsalar har qadamda topiladi. Yangiliklar, maqolalar, fotosuratlar, videolar - hammasi feyk bo'lishi mumkin. Feyk fotosuratlarni fosh etish qobiliyati sizni aldov qurboni bo'lmaslikka yordam beradigan muhim ko'nikmadir. 🎓 O'ynang va bilim toping! #qlever#oyin#fakes#tanqidiyfikrlash#photofake#qlever#игра#фейки#критическоемышление#фотофейк 🎮Qlever 📹Instagram 💬Telegram