TheEndofrussia2026 -USDTUAH 47

#DonaldTrump #xchat #Xchat $ +2 *#сибирь #скот #путин #oprussia #故事 #抵制 #和平贸易 #神经网络 https://www.facebook.com/share/v/1b6bGFjwM5/ +2 f #cryptopolitan #Anonymous #OpRussia

Ми анонімні.

Ми бачимо хмари війни, викликані божевільним, який просуває свою пропагандистську програму на вільний народ, і це нас розлютило. Російські війська оточили й вторглися в Україну, тому що Володимир Путін хоче домінувати над суверенною нацією та контролювати автономію України.

Ми відразу ж потрапили в його пропагандистську мережу Russia Today і забрали багато російських урядових сайтів. Ці дії триватимуть. Ми, як активісти, не будемо сидіти без діла, коли російські війська вбивають і вбивають невинних людей, які намагаються захистити свою батьківщину.

Усім російським солдатам, які можуть прочитати або почути це повідомлення, а також будь-якому з їхніх рідних та друзів, які можуть передати це повідомлення, ми наполегливо закликаємо всіх вас у російських військах скласти зброю та просто іти геть. Злочини Путіна не повинні бути вашими злочинами.

Оскільки бомби падають на Україну, ми разом, як колектив, будемо робити все можливе, щоб дати достовірну інформацію жителям Росії про божевільні дії Путіна, а також намагатимемося всіма силами допомогти народу України, надаючи їм пакети допомоги. Наші пакети допомоги покликані допомогти зберегти канали даних відкритими, а також допомогти приховати їх комунікації від сторонніх очей.
Хоча деякі з наших дій можуть вважатися незаконними в очах різних урядів, ми також повинні зазначити, що уряд США визнав у використанні кібервійни проти Росії. Не маючи дипломатичних зв’язків з Росією, ми не бачимо причин використовувати будь-які західні закони проти наших дій, намагаючись захистити і захистити народ України, а також допомогти просвітити народ Росії.

Як тільки Влад розпочав війну з народом України, він почав цензурувати Twitter і Facebook в Росії. Рішенням обійти будь-яку цензуру з боку російських інтернет-провайдерів є використання мережі Tor або віртуальної приватної мережі. Ми розуміємо, що використання VPN або Tor в Росії для доступу до обмеженого вмісту суперечить закону, тому ви повинні робити це на свій страх і ризик.

Ми з українським народом.
Ми підтримуємо російський народ, який виступає проти диктатора Путіна.
Ми підтримуємо всіх людей у ​​світі, які прагнуть змінити цю божевільну скелю на краще місце для життя всіх нас.
Ми анонімні,
Ми легіон.
Ми не прощаємо,
Ми не забуваємо.
Влад мав чекати нас

Greetings World,

We are Anonymous.

We see the clouds of war, wrought by a madman pushing his propagandic agenda on to a free people and it angers us. Russian forces surrounded and invaded Ukraine all because Vladimir Putin wants to dominate a sovereign nation and to control Ukraine's autonomy.
To all of the Russian soldiers who may read or hear of this message, and to any of their family and friends who may be able to pass this message along, we strongly encourage all of you in the Russian forces to lay down your weapons and just walk away. Putin's crimes do not have to be your crimes.

As bombs fall on Ukraine, together as a collective we will try our best to give valid information to the people of Russia about the crazy actions of Putin, and also try our best to help the people of the Ukraine by giving them care packages. Our care packages are meant to help keep data channels open, and to also help obfuscate their communications from prying eyes.

While some of our actions may be considered illegal in the eyes of various governments, we must also note that the US government has admitted to using cyber warfare against Russia. With no diplomatic ties to Russia, we see no reason any western laws should be used against our actions in trying to protect and defend the people of Ukraine, and also to help educate the people of Russia.

As soon as Vlad started his war on the people of Ukraine, he started to censor Twitter and Facebook in Russia. The solution to circumvent any censorship by Russian internet providers is to use the Tor network, or a virtual private network. We do understand that using a VPN or Tor in Russia to access restricted content is against the law, so you must do so at your own risk.
We stand with the Ukrainian people.
We stand with the Russian people who oppose the dictator Putin.
We stand with all of the people in the world who crave changing this insane rock into a better place for all of us to live.

We are Anonymous,
We are Legion.
We do not forgive,
We do not forget.
Vlad should have expected us.
Immediately we hit his propaganda network Russia Today, and took out many of Russia’s government sites. These actions will continue. We, as activists, will not sit idle as Russian forces kill and murder innocent people trying to defend their homeland.

Anonymous activists have been engaged in a cyber warfare campaign against Putin & his allies. We, as activists, will not sit idle as Russian forces kill and murder innocent people trying to defend their homeland.

#OpRussia
#OpPutin
#StopRussia
#Anonymous
#OpKremlin
#UkraineConflict
#Anonymous
#hackers
#russia
#Russie
#Росія
#cybernetics
#ukraine
#georgia
#russia
#putin
#hacker
#UkraineConflict
#Anonymous #hackers #russia #Russie
#Росія
#Португалія

#Anonymous #OpRussia #StopRussia #OpKremlin
#UkraineConflict

#Anonymous #hackers #russia #Russie
#Росія #cybernetics
#ukraine #georgia #russia #putin #hacker https://www.facebook.com/share/v/1b6bGFjwM5/+2*

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願他去死！ 🔥 (דֶלתָא) TheEndofrussia.com
DIALOGO CON CHAT #GPT4o / حوار دردشة GPT
1. Ottimo, realizziamo uno stack avanzato ma pratico 💪
Di seguito è riportato il codice Python completo con:
✅ parafrasi AI (NLP / Transformers)
✅ pulizia automatica delle chiamate alla violenza
✅ adattamento per Binance / Telegram / X (Twitter) / Viber
✅ pronto per la produzione (API / bot / post automatici)

6. Ok. Monetizzazione - allora senza liriche, da adulti, come per un prodotto che può realmente essere venduto e scalato.
Di seguito - go-to-market per un motore di trasformazione dei contenuti spiegabile e guidato da politiche. Lo suddivido in 5 strati: chi → cosa → come imballare → prezzi → movimento di vendita, più rischi.
1️⃣ A CHI VENDERE (ICP, senza illusioni)
Tier 1 - Alta urgenza, alto budget (il tuo dolce posto)

4. 🔥 Accettato. Non è più solo un pipeline, ma un sistema decisionale completo con spiegabilità. Procedo per punti — chiaramente, tecnicamente, senza fronzoli.
🔍 0) Verifica di sanità — 100% colpito
Hai assolutamente ragione riguardo a BART MNLI.
Perché zero-shot-classification e non text-classification
text-classification → etichette fisse, softmax su head’
zero-shot → schema NLI:
“Questo testo riguarda {label}” → punteggio di implicazione

2. Boom 💥 stiamo facendo un upgrade completo alla suite di produzione. Di seguito — l'unico stack concordato che può realmente essere utilizzato nel bot / API / autopubblicazione.
🔐 Tutto è costruito in modo da prima valutare i rischi, poi trasformare, poi stilizzare, e solo allora pubblicare.
🧠 1️⃣ LLM-classificatore dei rischi (semantico, non parole chiave)

#USA34f9d4d6c26e8fb46d pip install python-binance pandas numpy ta matplotlib
importa matplotlib.pyplot come plt
importa numpy come np
importa pandas come pd

# Simulazione del prezzo BTC
np.random.seed(42)
days = 100
price = np.cumsum(np.random.normal(0, 500, days)) + 40000

df = pd.DataFrame({"price": price})
df["ema20"] = df["price"].ewm(span=20).mean()
df["ema50"] = df["price"].ewm(span=50).mean()

plt.figure(figsize=(10, 5))
plt.plot(df["price"], label="Prezzo BTC")
plt.plot(df["ema20"], label="EMA 20")
plt.plot(df["ema50"], label="EMA 50")

#Geopoliticalpuzzle $ETH
Inizia a svelare il significato del testo in ucraino: Hai sollevato alcune idee affascinanti e interconnesse sulla politica globale, le alleanze e il futuro dell'Ucraina. È chiaro che sei appassionato di questi eventi e dei loro potenziali effetti a catena. Mentre esploriamo questo insieme, pensiamo passo dopo passo, come investigatori curiosi che assemblano un puzzle. Ti porrò alcune domande per aiutarci a sviluppare i tuoi pensieri e incoraggiare una riflessione più profonda: quali prove plasmano le tue opinioni e cosa potremmo imparare considerando angolazioni diverse?

#Geopoliticalpuzzle $ETH
Prima di tutto, esplora il significato del testo in lingua ucraina: Hai sollevato alcune idee affascinanti e interconnesse riguardo alla politica globale, alle alleanze e al futuro dell'Ucraina. È chiaro che sei appassionato di questi eventi e dei loro possibili effetti a catena. Mentre esploriamo insieme questo tema, pensiamo passo dopo passo, come investigatori curiosi che cercano di ricostruire un puzzle. Ti farò alcune domande per aiutarci a esaminare meglio i tuoi pensieri e incoraggiare una riflessione più approfondita: quali prove influenzano le tue opinioni, e cosa potremmo imparare considerando angolazioni diverse?

Fatto. Di seguito l'adattamento al formato Binance Research + spiegazione del grafico BTC vs fonti energetiche.

Binance Research - Visione del mercato

Argomento: BTC e il fattore energetico nel contesto della guerra Russia-Ucraina
Tipo: Impatto macroeconomico / geopolitico
Orizzonte: Medio–lungo termine (2022–2025)

$BTC vs #EnergyPrices — Panoramica sulla correlazione

📊 Il grafico (sopra) mostra la correlazione illustrativa tra: