Why is AI so strong, and in what areas will it challenge humans!
Electronic enthusiasts eight o'clock in the morning: In early 2017, the upgraded version of Google's artificial intelligence AlphaGO (Master AlphaGO) defeated all the top masters of Go in the history of 60, causing global attention. If the Alpha dog defeated the first person of Go, South Korea, in March 2016, Li Shishi is still more involved in the Go game, then the significance of this "slaughter" is obviously not limited to this. Why are AI so strong, and in which areas will they challenge humanity, is our future full of crisis? Master's "excellence" At the end of 2016, the psychological shadow of the Alpha dog in the Go game is dissipating, not only because there are more AI players on the online Go website - such as Japan's DEEPZEN, China's "excellent" - more important Yes, human chess players have a win-win situation when they compete with each other. Especially when China’s first master Ke Jie had won the upgraded version of “Big Art†(known as the equivalent of Alpha Dog) and claimed to find AI loopholes, human chess players rejoiced. However, the Master is debuting in such a background and harvesting the victory without suspense. After the game, Chess Nie Weiping felt that "we can't make mistakes like a computer", and Ke Jie repeatedly sighs, "Humans have been practicing for thousands of years, and computers have told us that they are all wrong..." So, Master Where is the strength? Dr. Huang Shijie from the Alpha Dog R&D team said that his “excellence†lies in the convolutional neural network consisting of multiple sets of supercomputers, which makes the Master not only have a “strategic network†similar to the human brain (choose a certain chess game). The optimal method is to have a “value network†that is difficult for human beings to judge (determine the precise winning rate of each step of the static game). At the same time, Master can also grow chess by self-playing hundreds of thousands of games each day - human players can get up to 1,000 in a year. As a result, the Master was able to put aside the exhaustive analysis of half the effort and the lightning-efficient response to make it difficult for human players to fight. The computer will "learn" cultural creativity For computers, all tasks are logical operations, and algorithms and computational power are the main indicators for improving efficiency. The optimization algorithm can solve the problem more easily, and the calculation of the calculation power can get more results in unit time. When an activity has a logical operational feature, it can be executed by a computer; the more the change rules are mastered, the easier it is for the computer to be invincible. Chess is an example. Because the chess path changes relatively simply, the game program installed on the mobile phone today has the chess power of the international grandmaster. Professional-level chess programs (such as Rybka) have almost been written, and they have the upper hand in confrontation with human players. The intuition of ordinary people is that it is normal to lose to the computer in terms of computing, and human beings are always winners in terms of cultural creativity. In fact, literary and artistic creation activities can also be transformed into logical operations through algorithms. The famous science fiction writer Liu Cixin once developed a poem writing software, set up a three-line poem, and the rhyme foot is a. Press “Generate†to jump out the result: “Vodka, please atomize it! Cliff, please magnetize it! We are all slaps of chips, we have to struggle!" And if you establish a "Holy Grail" in this field, it is undoubtedly an attempt to create the "Tongtian Tower Library" written by Borges. In the library that the novelist conceived, it contains all the texts composed of different characters, numbers and punctuation marks - both the books we have read and the books that have disappeared in the dust of history, including Books that have not yet been written... Computers create this library by listing all combinations, and algorithms that are constantly optimized will decompress the power by eliminating a large number of meaningless results. Disclaimer: The electronic reprinted works of E-Commerce Network are as far as possible to indicate the source, and all rights of the owner of the work are not transferred due to the reprint of this site. If the author does not agree to reprint, please inform the site to delete or correct it. Reprinted works may be subject to change in title or content.
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