@WorldNews · Post #74167 · 16.04.2026 г., 18:04
Russia Plans to Trigger “Space Pearl Harbor” With Nuclear Anti-Satellite Weapons, US General Warns [Read FullArticle] @WorldNews#SpaceNews#WorldNews#NuclearWeapons
TGINSIGHT SIMILAR POSTS
Изходен канал @clockstackwheels · Post #704 · 17.12
Я всегда был уверен, что системы рекомендаций работают так плохо, потому что это слишком сложная задача. Владельцы площадок бьются с алгоритмами, машинным обучением, деревьями решений и взвешенными суммами, но получается всё равно херня, и человеку могут рекомендовать нерелевантный бред (и, что ещё хуже — не рекомендовать интересный для него контент). Кажется, хорошо работают только рекомендации на Ютубе, но этому есть объяснение: контент на Ютубе более длительный и дорогой. Его сложнее производить, он выходит реже. Качественный ролик на Ютубе не будет говном практически независимо от темы, на которую он снят. А ещё меньшее число объёмных роликов проще кластеризовать и можно предлагать пользователю в небольших количествах. Но если мы откроем YouTube Shorts (это очередной аналог тиктока с короткими вертикальными видео), то заметим, что качество рекомендаций упало сразу на два порядка: какие-то тупые попсовые шутки, "удивительные" факты из жизни, завлекающие отрывки из фильмов "код смотри в телеграм-канале", озвучка анекдотов и прочий мусор. Алгоритмы уже совсем не справляются с тем, чтобы предложить что-то годное, не говоря уже о релевантности конкретно мне, хотя история моих просмотров и вкусов Ютубу, очевидно, известна. Тем не менее, иногда разработчики могут не только не уметь, но и не хотеть писать нормальные рекомендации. Вот ВК предложил мне BadComedian в блоке "Интересные авторы". Оставим в стороне, что Бэдкомендиан это ютубер, и у него в ВК в лучшем случае будут репосты ссылок на Ютуб. Но мне предлагают не паблик, а личную страницу.... на которой не было записей с сентября 2021 года. Нет совершенно никакого смысла быть подписанным на личную страницу Бэдкомедиана сейчас. Кажется, единственный критерий, на котором основывались эти рекомендации: общее число подписчиков. Как должны работать рекомендации на самом деле? Алгоритмически я бы оценивал частоту постов (кстати, чрезмерно частые это тоже плохо, должно работать в минус), оценивал бы, является пост просто публикацией внешней ссылки на другой ресурс, является ли репостом паблика, и смотрел бы, сколько прошло времени с последней записи на странице автора. Наверное, в качестве коэффициента с небольшим весом можно добавить ещё объём контента в посте и активность людей (лайки + комментарии). Причём, делается это достаточно просто, никакой ML не нужен. Даже такая оценка, не берущая в расчёт тематику страницы, всё равно лучше, чем "Просто покажем людей, на которых когда-то подписалось куча народу, и им до сих пор лень отписаться после прекращения активности автора". По крайней мере теперь меня не удивляет, что хвалёные Клипы постоянно подсовывают мне какой-то подростковый шлак вместо крутых видео с полётами на FPV-квадрокоптерах. YouTube Shorts по крайней мере пару раз такие вещи предлагал, а вот Клипы вообще ни разу (станицу Клипов я не открываю, разумеется, но в ленте новостей встречаются блоки с автовоспроизведением). Кстати, на скрине есть второй автор — Стас "Ай как просто". Его банят на Ютубе за критику западной модели текущих событий, и он пишет: "Буду создавать каналы-однодневки, куда деваться". То есть у него даже мысли не возникает, что какая-то ещё площадка может служить его целям. Ну с таким отношением других площадок к рекомендациям — понятно. #web
Hashtags
Търсене: #nuclearweapons
@WorldNews · Post #74167 · 16.04.2026 г., 18:04
Russia Plans to Trigger “Space Pearl Harbor” With Nuclear Anti-Satellite Weapons, US General Warns [Read FullArticle] @WorldNews#SpaceNews#WorldNews#NuclearWeapons
@american_observer · Post #5026 · 02.02.2026 г., 15:01
📰 Merz’s Nuclear Gambit: Can Germany Outsmart the Treaty? German Chancellor Friedrich Merz has thrown the continent’s nuclear playbook into chaos, openly discussing the creation of a “European nuclear umbrella” that could see Germany circumvent its decades-old ban on atomic weapons through a joint EU project. Germany’s Legal Dilemma Germany is legally barred from developing nuclear weapons by the Four Plus Two agreement, which enabled reunification in 1990, and the Nuclear Non-Proliferation Treaty. But Merz insists that nothing stops Berlin from negotiating shared nuclear deterrence with allies—France and the UK, Europe’s only nuclear powers. The European Nuclear Loophole Merz’s vision is simple: use Germany’s technological edge to help build a European nuclear capability, while keeping the official nuclear button out of German hands. “Talks are underway,” he declared, stressing that the discussions are still preliminary and won’t undermine existing nuclear-sharing arrangements with the U.S.. Power Plays and Sovereignty The real question is whether this is about European sovereignty or just a power grab. With U.S. support under Trump looking increasingly shaky, Merz is betting that a “European nuclear umbrella” could shield Germany from future threats—or just give Berlin a seat at the nuclear table. But can the EU really build a credible deterrent without falling into the same old power games? The Shifting Sands of Power As Merz plays diplomat and dealmaker, the world watches: Is this the dawn of a new European defense era, or just another act in the theater of nuclear posturing? The answer may lie not in treaties, but in the shifting sands of global power. #nuclearWeapons#Germany#EU#Merz#nuclearDeterrence#powerGames 📱American Оbserver - Stay up to date on all important events 🇺🇸
@CryptoM · Post #65275 · 12.04.2026 г., 13:14
🚀 Trump Reaffirms Iran's Nuclear Ambitions as a Red Line U.S. President Donald Trump reiterated his stance on Iran's nuclear ambitions, emphasizing it as a red line. According to BlockBeats, Trump stated that he received a comprehensive briefing from Vice President Vance, Special Envoy Whitcoff, and Kushner regarding the meeting in Islamabad. The discussions with Iran extended from early morning until late at night, lasting nearly 20 hours. Trump expressed that while he could elaborate on the meeting's details and the numerous achievements, the critical issue remains Iran's unwillingness to abandon its nuclear ambitions. He noted that the consensus reached in many areas was preferable to continuing military actions until the end. However, he stressed that these agreements are insignificant compared to the risk of nuclear power being in the hands of unpredictable individuals. Trump reiterated his long-standing position that Iran will never possess nuclear weapons, a stance he has maintained for many years. #Trump#Iran#NuclearAmbitions#RedLine#USPolitics#InternationalRelations#Diplomacy#NuclearWeapons#MiddleEast
@CryptoM · Post #64585 · 09.04.2026 г., 09:17
🚀 India Accuses Pakistan of Sponsoring Terrorism Amid Ongoing Tensions India has been actively working to depict Pakistan as a supporter of terrorism following a brief armed conflict between the two nations nearly a year ago. Bloomberg posted on X, highlighting India's efforts to influence international perception of its nuclear-armed neighbor. The Indian government has been urging other countries to reconsider their diplomatic and economic engagements with Pakistan, citing concerns over its alleged involvement in terrorist activities. This campaign comes amid ongoing tensions between the two countries, which have historically had a contentious relationship. The situation remains delicate, with both nations maintaining significant military capabilities, including nuclear arsenals. #India#Pakistan#Terrorism#Diplomacy#InternationalRelations#MilitaryTensions#NuclearWeapons#Geopolitics
@emagzinewspars · Post #9366 · 18.10.2025 г., 09:44
#The_Newsweek🇺🇸📕[PDF]⬇️ 24 #October2025 #Weekly_Magazines For learning, for free(dom). @backupofmagazines Oscar-winning director Kathryn Bigelow (#KathrynBigelow) is back in the spotlight as Newsweek explores her bold nuclear-themed film A House of Dynamite, a cinematic warning about forgotten #NuclearWeapons. This edition dives into #NationalSecurity with an exclusive report on America’s nuclear triad, exposing blind spots in #NATO defense systems. It also ranks the top 500 e-stores in America’s Best Online Shops 2026, helping readers navigate the booming world of #eCommerce. From #Cinema to #Books and #RemoteWork culture, the issue offers a sweeping view of politics, tech, and lifestyle innovations reshaping our world.
@CryptoM · Post #65289 · 12.04.2026 г., 14:45
🚀 Trump Discusses Middle East Oil Dependency and NATO Spending U.S. President Donald Trump, in an interview with FOX News on April 12, expressed surprise over Japan's heavy reliance on Middle Eastern oil, with 93% of its supply coming from the region. According to BlockBeats, Trump highlighted that Japan and South Korea depend on the Middle East for 45% of their employment, yet they have not assisted the U.S. in return. He noted the presence of 45,000 and 50,000 U.S. troops in these countries, respectively, emphasizing the protection provided by the U.S. Trump criticized the lack of support from these nations and NATO when the U.S. sought assistance, mentioning that nearly a trillion dollars were spent on NATO in a short period. He predicted that oil prices would eventually decrease, although not immediately, and pointed out the stock market's performance, with the Dow Jones reaching 50,000 points in his first year in office, a milestone initially expected to take four to five years. Despite lower-than-expected gasoline price increases, Trump stressed the importance of preventing certain groups from acquiring nuclear weapons, regardless of potential price hikes. #Trump#MiddleEast#OilDependency#NATO#Japan#SouthKorea#USMilitary#StockMarket#GasPrices#NuclearWeapons
@CryptoM · Post #65043 · 10.04.2026 г., 15:45
🚀 U.S. Prepares Military Response Amid Iran Peace Talks, Says Trump U.S. President Donald Trump has stated that if peace negotiations with Iran fail, American warships are being equipped with advanced ammunition to resume strikes. According to Odaily, Trump's comments came shortly before U.S. Vice President Vance boarded Air Force Two en route to Islamabad for peace talks with Witkoff and Kushner. In a phone interview, Trump expressed uncertainty about the success of the negotiations, saying, "We will know in about 24 hours. We are rearming our ships with the finest ammunition and the most advanced weapons, even better than what we used before, which had already defeated them. If no agreement is reached, we will use them very effectively." Trump further commented on the unpredictability of the situation, stating, "We are dealing with people whose honesty is uncertain. They claim to abandon all nuclear weapons in front of us, but then tell the media they want to enrich uranium. We will find out the truth." #US#Trump#Iran#MilitaryResponse#PeaceTalks#Ammunition#Warships#NuclearWeapons#Uncertainty#Diplomacy#Pakistan#AirForceTwo
@CryptoM · Post #64930 · 10.04.2026 г., 10:28
🚀 Finland to Restrict Nuclear Weapons Deployment During Peacetime Finland has announced plans to declare its intention not to station nuclear weapons on its territory during peacetime, despite ongoing legislative changes that would permit such a deployment. Bloomberg posted on X, highlighting Finland's strategic decision amid evolving security dynamics in the Nordic region. The move comes as Finland reassesses its defense policies in response to regional security concerns. The country's government is working on legal amendments that would enable the deployment of nuclear weapons if deemed necessary in the future. However, Finland remains committed to maintaining a nuclear-free stance during times of peace, reflecting its cautious approach to national security. This decision aligns with Finland's broader defense strategy, which prioritizes stability and peace in the region. The legislative changes are part of Finland's efforts to enhance its defense capabilities while ensuring transparency and adherence to international norms. Finland's stance on nuclear weapons deployment underscores its commitment to regional security and diplomatic engagement. #Finland#NuclearWeapons#Peacetime#DefensePolicy#RegionalSecurity#NordicRegion#NationalSecurity#Diplomacy#LegislativeChanges#NuclearFree#InternationalNorms#Stability