As an russians who moved abroad I think sanctions positively affect Puttin so far. Because, he got a lot what he wanted but couldn't get without sanctions: - russian companies replaced majority of international companies. Many of IT companies growed 20-40% year by year - sanctions locked money inside of the country which help to build new everything - sanctions made boost of internal culture and patriotism. Which also increased popularity of government and reduced any alternative options.

And many more similar examples. Sanctions will hurt Russia in long term but not now. Because good sanctions requires to understand the country culture + execute only that hurt countries, which didn't do western countries.

Sanctions also helped them sell the "all the bad guys are ganging up on us, so we need tough measures" schtick.

Where can I find more detailed explanations about how it works? A simple key/value solution based on the hash of the prompt will not work because almost every request will have a unique hash. How can I solve this problem and maintain quality?

I think lees. Why AWS need to store 3 times if they can use Reed-Solomon algorithms (or similar) and decrease this number to 2 or 1.5 and save a lot of storage space

Reed-Solomon would allow you to lose any one of the three and recover. Losing two would be catastrophic.

AWS's guarantee is that you can lose two of the three copies and still have all the data. You can't do that without three complete copies.

Yes, I confirm. I have many articles in Russian language and the search can not find relative information, but if I try to search in English it works fine and can find documents that use English