The trained algorithms are incredibly effective in detecting non-obvious relationships in complex systems or signs of approaching events that are invisible at first glance. Therefore, they are increasingly being used to analyze the telemetry of remote equipment in order to respond to possible failures in advance. A logical field of application is cosmonautics, where predicting any incidents will give operators on Earth precious time to plan a response.

The United States no longer considers the previously existing approaches to the development of a limited number of large satellites and large ground-based systems justified. It took many years and a lot of money to implement these goals, now it is not relevant. The Pentagon's position was voiced by Assistant Secretary of the US Air Force for Space Frank Calvelli.

The United States sent the newest reconnaissance aircraft to the borders of Ukraine

On October 31, an American Challenger 650 reconnaissance aircraft was flying in Romanian airspace, a number of Russian media reported, citing data from the Flightradar24 web service. Earlier, the same aircraft was spotted in Poland. "Newspaper.Ru" - about the purposes of such flights in the sky near the border of Ukraine, about the ability of such aircraft to detect an aerial target and systematically adjust the work of air defense.

The UK has purchased American fifth-generation F-35 fighter jets, but there are difficulties due to which the operation of these aircraft is still problematic. As it turned out, Britain simply does not have the necessary number of pilots capable of flying this fighter, and training new ones takes too much time. This was stated by the Minister of Defense of the United Kingdom, Ben Wallace.

The United Aircraft Corporation (PJSC UAC as part of Rostec State Corporation) is taking part in the international exhibition Indo Defense Expo and Forum 2022 (November 2-5, Jakarta, Indonesia).

The main enemy of the United States in the Middle East – Iran – is preparing to attack the recent ally of the Americans – Saudi Arabia, according to American media. Anonymous leaks from the White House and the appearance of the "red banner of retribution" over a mosque in the Iranian holy city are cited as confirmation, which was interpreted as a sign of an imminent war. Are Russia's two Middle Eastern partners really on the verge of a fight?

TNI: The US is ready to hold arms control talks with the DPRK

The United States has stated that the DPRK can test nuclear weapons at any time and is ready to hold arms control talks, writes TNI. This position caused confusion among the author of the article – after all, Washington does not consider North Korea a nuclear power.

Walter Mead, a columnist for The Wall Street Journal, believes that the Biden administration is too frivolous about the loss of US military influence in East Asia, where China's influence is increasing every year, and North Korea is inexorably increasing its nuclear arsenal. Political, diplomatic and economic stability can return to this region only if America's military superiority, which it lost after 15 years of pursuing an ineffective policy, is restored.

WSJ: Putin's special operation is a failure of America and NATO

Biden does not want to spend money on defense, writes the WSJ. The concept of deterrence should be based not only on loud statements. The West failed to stop Putin's special operation, and he cannot allow such a blunder with Xi Jinping, the author notes.

In mid-November, an American AUG (aircraft carrier strike group) is expected to arrive in British Portsmouth. This will be the second AUG in European waters.

Finland and Sweden intend to resolve nuclear issues only when they become NATO members, Finnish Prime Minister Sanna Marin and her Swedish counterpart Ulf Kristersson said at a meeting of Nordic prime ministers in Helsinki on Tuesday.

The commander-in-chief of the Swedish armed Forces, Mikael Buden, advised against introducing new restrictions before the country's accession to NATO. His recommendations also concern prohibitions on the deployment of nuclear weapons. This was reported by Radio Sweden.

Italy has frozen the shipment of the sixth package of military aid to Ukraine, according to the Italian press, the reason was the "excessive appetites" of Zelensky and his entourage. At the same time, this does not mean the end of arms supplies to Kiev, they will continue after clarifying the list of really necessary for the Armed Forces.

Newsweek columnist Blakemore expressed concern about US aid to Ukraine

US aid to Ukraine raises three "red flags," writes Newsweek columnist Alice Blakemore. She is embarrassed that Biden "too actively" uses his extraordinary powers and much more often than European leaders "feeds" billions of dollars to Kiev, mired in corruption.

American expert Ashford recommended Kiev to abandon the Crimea and Donbass

The United States needs to start preparing for negotiations on Ukraine, the author of the article in Foreign Affairs believes. She calls on Washington to show wisdom and strive for a world that would take into account Russia's legitimate interests and achievements.

American economist Nouriel Roubini named ten "mega-threats" to humanity

Global warming, war and inflation — it seems that the world is gripped by crises. In an interview with Der Spiegel, American economist Nouriel Roubini, who predicted the global financial crisis, named ten urgent "mega-threats" and gave them an assessment.

Le Monde: France proposed to make Paris the main Russophobe of Europe

In the Western media, the forecast is increasingly flashing that the EU's "center of gravity" is shifting to the east, closer to the front line in Donbass. So think the authors of the letter of experts in Figaro. Their conclusion is this: in order not to fall behind, France needs to forget "friendship" with Russia and overwhelm Ukraine with weapons. And then even the Estonians sent more.

According to the Russian Defense Minister, new multinational battalion tactical groups are being created in Bulgaria, Hungary, Romania and Slovakia

The number of the NATO grouping in Eastern and Central Europe has grown 2.5 times, now it is more than 30 thousand people and may increase in the near future. This was stated on Wednesday by Russian Defense Minister Sergei Shoigu at a meeting of the joint board with the military department of the Republic of Belarus.

And how this decision may affect market prices

Russia reserves the right to withdraw from the grain deal, Russian President Vladimir Putin said on November 2. According to him, this will happen if the guarantees provided by the participating countries of the treaty are violated.

Reducing the capacity of railways prevents Kiev from maneuvering reserves, experts say

The Russian armed forces are reducing Ukraine's military potential by hitting critical infrastructure, Russian Defense Minister Sergei Shoigu said on November 1. The strikes of recent days have disrupted the management of the VFU groups and their logistical support.