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Jose Mourinho saw through the hypocrisy of Serie A, the arrival of a new official announcement, which spread to Rome and Milan, and Inter Milan changed coaches to speed up.

As the "traffic manager" of Serie A, Mourinho’s every move always attracts media coverage. After leading the team to win the 29th Serie A match, Rome ranked third in the standings. When the Portuguese coach was asked about his feelings, he said bluntly: To be exact, Rome ranked fourth, after all, Juventus actually accumulated 59 points. At that time, people thought that "madman" had become modest, but now people know his implication!

You know, before the start of the 31st round, Serie A officials announced the restoration of Juventus’ deducted 15 points, while allegri’s team did rank third in the standings and Rome was fourth! As for Juventus’ resumption of deducted points, Mourinho also revealed more, saying that this kind of thing can’t be taken seriously, and even more bluntly, Serie A actually returned the points of the "Bianconeri" in January, just delaying the official announcement!

Starting with Mourinho’s words, we can understand the hypocrisy of Serie A. After all, it is Serie A that wants to thoroughly investigate financial fraud, and it is also Serie A that wants to severely punish financial fraud teams. After Juventus was deducted 15 points, Serie A even reported that it would continue to deduct the "Bianconeri" points and not rule out the possibility of kicking the team out of Serie A. Now it seems that everything is more like taking part in accidental amusement!

In fact, during the deduction of points from Juventus, an interesting thing happened, that is, the Naples Fans Association and the Italian Association for the Protection of Environment and Consumer Rights applied to deprive Juventus of its achievements in three seasons from 2018 to 2021. Among them, because the "Bianconeri" won the Serie A championship in 2018-2019, the relevant parties thought that the trophy should be given to Naples, the second place at that time.

However, it is obvious that Serie A can return Juventus points, and naturally it will not listen to the suggestions of fan associations and other organizations and further make things difficult for the "Bianconeri"! Of course, at present, people including Agnelli are still grounded, and the appeals of a number of people are rejected, which seems to be the last stubbornness of Serie A!

On the other hand, Juventus’ recovery of points has had an impact on the pattern of Serie A’s competition for the fourth place. Before the start of the 31st round, the difference between them and Lazio, which ranked second, was only 2 points, and it is entirely possible to place them in the second place before the end of the season! However, the rankings of Rome, AC Milan and Inter Milan declined, with Rome ranked fourth and Milan ranked fifth and sixth respectively.

Judging from the competitive state, it remains to be seen whether the Milan duo can grab the top four in Serie A and then qualify for the Champions League next season, which also means that the change of coach of the "Nerazzurri" is on the agenda! According to Matteo Barzaghi, a reporter from Inter Milan, if you can’t win the top four in Serie A and qualify for the Champions League next season, then Inzaghi will leave the team and the player’s contract renewal will be suspended!

Indeed, the Champions League has become a major factor in Inter Milan’s continued life. So far this season, Zhang Kangyang has won more than 80 million euros in prize money through the Champions League competition, which means that he doesn’t need to sell key personnel during the summer transfer window, and if he can finally win the championship, the team will still have 20 million euros in prize money. Obviously, it is very necessary for Inter Milan to play in the Champions League. If it can’t be done, then Inzaghi’s class will not be regrettable!

Brief introduction of Artificial Intelligence (AI)

The development history of Artificial Intelligence (AI) can be traced back to 1950s. The following are the main stages of the development history of AI:

  1. Logical reasoning and problem solving (1950s-early 1960s): The early AI system was based on symbolic logic, and solved problems through logical reasoning of facts and rules. However, this method has limitations, and it is difficult to deal with a large number of uncertain and fuzzy information.
  2. Machine learning and pattern recognition (1960s-1980s): The research of AI began to turn to machine learning and pattern recognition. Machine learning is a method to learn and optimize algorithms by training data, while pattern recognition is a method to realize intelligence by identifying and classifying patterns. These methods have been widely used in image recognition, speech recognition and natural language processing.
  3. Expert system and knowledge representation (1980s-1990s): AI research began to pay attention to expert system and knowledge representation. Expert system is an intelligent system based on expert knowledge and inference rules, which can simulate the decision-making process of human experts. Knowledge representation is a method to organize knowledge and information into a form that can be processed by computer, and it is an important foundation to realize AI.
  4. Statistical learning and deep learning (1990s-2010s): With the continuous development of computer hardware and algorithms, AI research began to pay attention to statistical learning and deep learning. Statistical learning is a machine learning method based on statistical model and data analysis, which can handle a large number of data and complex nonlinear relationships. Deep learning is a machine learning method based on neural network, which can handle more complex and high-dimensional data.
  5. Self-learning and multi-modal AI(2010 to present): AI system is gradually realizing the ability of self-learning and self-optimization, and can continuously improve its own model and algorithm according to feedback and data. Multi-modal AI is an AI technology that can handle a variety of data types and perceptual information, including images, voices, texts, etc., and can realize more comprehensive and intelligent human-computer interaction.

Important events:

  • In 1956, the concept of artificial intelligence was put forward at Dartmouth Conference, which marked the birth of AI.
  • In 1962, Arthur Samuel developed a self-learning program, which was an early application of machine learning.
  • In 1969, Marvin Minsky and Seymour Papert published Perceptrons, which revealed the limitations of single-layer neural networks and promoted the development of neural networks.
  • In 1975, John Holland developed genetic algorithm, which is an optimization algorithm that imitates the process of biological evolution.
  • In 1981, Japan launched the first commercial robot WABOT-1.
  • In 1997, IBM’s deep blue supercomputer defeated Kasparov, the world champion of chess, indicating that computers can surpass human intelligence in some fields.
  • In 2011, IBM’s Watson artificial intelligence system defeated human players in the program "Dangerous Edge".
  • In 2016, AlphaGo defeated Li Shishi, the world champion in the Go competition, marking an important step in the application of artificial intelligence in complex games.
  • In 2018, the GPT-2 model developed by OpenAI made a major breakthrough in the field of natural language processing, which can generate high-quality natural language texts.

The latest development trend:

  1. Self-learning: AI system is gradually realizing the ability of self-learning and self-optimization, and can continuously improve its own model and algorithm according to feedback and data.
  2. Deep learning: Deep learning is a machine learning method based on neural network, which can handle a large number of data and complex nonlinear relationships, and is one of the main trends of current AI development.
  3. Artificial intelligence chip: Artificial intelligence chip is a chip specially designed for AI application, which can realize efficient calculation and data processing and is an important technical support for AI popularization and application.
  4. Multi-modal AI: Multi-modal AI is an AI technology that can handle a variety of data types and perceptual information, including images, voices, texts, etc., and can realize more comprehensive and intelligent human-computer interaction.
  5. AI and Internet of Things: The combination of AI and Internet of Things can realize more intelligent and efficient automatic production and management, including intelligent energy, intelligent transportation, smart home and other fields.
  6. AI Ethics and Law: With the continuous development and application of AI technology, AI ethics and legal issues have attracted more and more attention, including privacy protection, data security, and responsibility distribution.

In short, the development trend of AI technology is diverse, involving algorithms, chips, data and applications. In the future, AI technology will continue to develop and apply in depth, bringing more convenience and innovation to mankind.

Bournemouth vs Liverpool first-half statistics: shooting 3-9, possession rate 34.2% vs 65.8%.

Live on March 11 th, in the 27th round of Premier League, Bournemouth led Liverpool 1-0 at half time with Billing’s goal, and Sqauwka counted the data of the first half of the two teams.

Bournemouth vs Liverpool first half statistics (Bournemouth first)

Expected goal-0.87 to 0.71

Shoot-3 to 9

Straight shot-1 to 5

Touching the ball in the opponent’s penalty area-8 to 14

Ball control rate-34.2% vs 65.8%

Corner kick-2 to 6