Foreword
The Internet is nothing for about 20 years. Since he was born, many interesting things have appeared that were difficult even to imagine, until they took and finally came. In the first 10 years of the internet's existence, people came up with blockchain and cryptocurrency. A little later, they figured out how to effectively use neural networks and machine learning to solve complex modern problems. It is probably worth mentioning how this happens - the neural network finds patterns in the arrays of information, and builds on the basis of these patterns new information that we needed.
Development of the AI model
In general, a neural network is a model. A collection of files that are algorithms and tables that together make up what, in a sense, can be called artificial intelligence. Development takes place in several directions - the development of more optimal algorithms and an increase in the size of tables. The latest existing models are of such a size that it would not be enough for 1000 years to train this on a single graphics card. Nevertheless, all models today are centralized, namely, a specific person or organization is responsible for their training. Therefore, only TOP players like Amazon, Google, Facebook and Microsoft can afford to train the largest models. Ordinary people have to settle for models that are, on average, 100-1000 times smaller than the top models available to these companies.
Decentralization concept
In 2008, the first decentralized blockchain appeared. Its essence was that any user could get virtual coins for help in maintaining the operation of a virtual network at the expense of the computing resources of his computer. The properties of this network also disposed to transfer these coins to each other, which eventually allowed this network to grow into a whole financial system based on mining, decentralization and encryption. The advantages of this approach, first of all, represent the possibility of cross-border uncensored payments, which occur only due to the Internet and the computing power of network computers. Think about it, there are only 2 factors - the Internet and the computing power of your computer. All it took to create a whole new financial system. And this is only the first 10 years of the existence of the Internet.
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