What data do IT giants use to train neural networks?

2025-10-31 12:24:03

Data is taken from everywhere, including documents from cloud storage.

The evolving race of neural networks is forcing tech giants to take desperate measures in search of data to train their language models. For example, Google has changed its privacy policy — now the company has the right to use almost all the content that you create to train its neural networks. Microsoft takes data from your office documents stored on its cloud servers. Open AI was trained on Stackoverflow data.

If you store your documents in the cloud, then there is a 100% chance that neural networks will be trained on them.

Why is there no change for the better in Kazakhstan under the new president?

2023-11-16 09:25:30

Nursultan Nazarbayev is gone, but not to the end

Most appointments are made for authoritarian, clan, and patronage purposes. This means that a certain person is appointed to the post of regional akim or minister, not so much because he is good at what he does and has the right level of professionalism and experience, but because he will definitely do what he is told, what the president ordered him to do. Thus, the ministers became extras who simply supported the main character, the president.

In simple terms, in order to give additional opportunities to someone (for example, small and medium-sized businesses, which are currently being talked about a lot), you need to take these opportunities away from those who use them incorrectly or incorrectly. And this already smacks of a redistribution of power. That is, in fact, there is a question of reducing the caste of untouchables and the resources controlled by it.

New Kazakhstan

Will there even be a 3rd World War?

2025-05-05 02:17:03

There will be military action, but without a declaration of war!

The declaration of war entails legal consequences such as the mobilization of the population, the imposition of curfews, and others. If war is not declared, but simply fighting is underway, this gives more room for maneuver. Declaring war on countries in conflict is not accepted and is very dangerous. Let's recall Iraq or Yugoslavia, there was no state of war there, everything was done by operations to enforce peace or impose democracy. But by no means a declaration of war. Without declaring war, a State can be recognized as an aggressor that invaded the territory of a neighbor with whom it had good neighborly relations, and it recognized the people's right to self-determination.

Declaring war on a state can have negative consequences. In this case, economic ties with other countries, even with those that support them, immediately begin to crumble. Thus, sanctions may be imposed, and the implementation of UN sanctions will be closely monitored. This can also have consequences up to and including expulsion from the UN. And yes, a country that has been declared at war can be officially helped with the approval of the United Nations, so to speak, by the whole world.

What will be Russia's response to Trump's ultimatum?

2025-07-18 02:12:37

Either declare war on Ukraine, or use new weapons.

Judging by the data from the battlefield, Russia is advancing quite successfully in Ukraine and can reach any city, which affects the direct interests of the EU and the United States. The United States has already signed an agreement with Ukraine stating that its mineral resources belong to the United States. And the EU wants to transfer Ukraine to full financial management. If Russia does not stop, the plans of the United States and the EU can be forgotten. The EU threats and the US ultimatum indicate that Russia has reached a turning point in the war. If the West does not intervene, it will lose everything. That's why they're intervening.

Most likely, we are talking about some kind of demonstration of force on the part of Russia. On paper, the collective West is stronger than Russia, but Russia has 5,000 nuclear missiles, while the EU has only 300. Russia needs to be shown that its opinion must be taken into account. And, most likely, she will do it soon.