1-1! Premier League exciting World War I: firmino scored a 90-minute draw, and Liverpool forced their lives to continue.

Entering the sprint stage of the season, Liverpool, which fought on one track, finally ushered in a wave of seven-game winning streak, forcibly retaining the hope of the Premier League for four. This weekend, the 37th round of Premier League started, Liverpool played against Villa at home, and klopp scored 3 points, which continued to put pressure on Manchester United and Newcastle. However, no one expected that Liverpool almost overturned. With firmino’s 98th minute draw, they narrowly saved one point and a chance to compete for the fourth place.

In the Premier League standings, Liverpool ranked fifth with 65 points in 36 games, while Villa ranked eighth with 57 points in 36 games. Although this is Milner, firmino, Keita and Chamberlain’s home farewell battle, considering the importance of the fourth round, Uncle Zha sent all the main teams, with Salah, Jiakebo and Luis Diaz leading the front trident.

In the 22nd minute, Villa kicked a quick counterattack, Watkins took the ball into the penalty area, konate put it down from behind, and the referee whistled for a penalty. Watkins personally took the penalty, and as a result, he hit the bottom line and Liverpool escaped.

Just when he thought that there would be a blessing for Liverpool’s survival, Villa took the lead in breaking the deadlock: in the 27th minute, Douglas Lewis made a 45-degree cross to the back, konate took the lead, Jacob Ramsey dived to the top and scored, and alysson was beyond his reach, 1-0!

In the 40th minute, Villa won a free kick in the frontcourt, Douglas-Louis suddenly passed directly, Jacob-Ramsey threw off Robertson, and the small-angle volley was blocked by alysson.

In the 45th minute, there was a huge controversy on the court. Mince kicked Jiakebo, and at the prompt of VAR, the referee only showed a yellow card.

Throughout the first half of the game, Villa scored a goal with three shots and two shots, which was extremely efficient and Liverpool was in a desperate situation.

In the 55th minute, Arnold sent a cross to the back, and Luis Diaz’s header ferry was blocked. Fan Dike used his quick wits and knocked back at the baseline for the first time. konate followed the shooting and was blocked by Villa players on the goal line. Gakpo got the ball again and volleyed into the net in the melee. However, VAR indicated that Fan Dike was offside first, and Liverpool were happy.

Klopp really couldn’t sit still because he couldn’t equalize the score. In the 72nd minute, three players were replaced in a row, and firmino and Milner came off the bench to stage a farewell game at home, and Luis Diaz and Robertson were removed.

This substitution received a miraculous effect. In the 90th minute, Salah sent an outside instep cross, and firmino grabbed the goal to help Liverpool equalize the score.

Firmino gave a perfect farewell at home and continued his life for Liverpool. After this game, Manchester United and Newcastle scored 69 points in 36 games, while Liverpool scored 66 points in 37 games. There is still a glimmer of hope because Liverpool’s goal difference is dominant.

In the final round, Liverpool’s opponent is Southampton, the vice squad leader. They need to score all three points, and then wait for Manchester United or Newcastle to make mistakes before they can qualify for the Champions League.

Create another ChatGPT? The founder of OpenAI said to open the interface and create killer applications.

OpenAI also wants to build another "killer" application similar to ChatGPT.

On March 9th, local time, Reuters reported that Sam Altman, founder and CEO of OpenAI, said at the Morgan Stanley conference that the company would focus on building a platform, opening API interfaces to developers and creating "killer apps" like ChatGPT.

At present, the popularity of ChatGPT is high. Internet analyst Similarweb said that since its launch in November last year, the popularity of ChatGPT has soared, and the number of visits to the website has increased from 616 million in January this year to over 1 billion now.

With the rising popularity, the company not only launched the paid service ChatGPT Plus to individual users, but also began to seek cooperation with enterprises. Altman said that OpenAI is working with corporate customers to train models in specific areas in order to effectively reduce the number of errors in AI (Artificial Intelligence) systems.

He mentioned that companies working with OpenAI can use the company’s data and make copies of models to reduce data security problems. For example, he said that Bain & Company, a management consulting company, cooperated with OpenAI to provide personalized advertising copy and images for companies such as Coca-Cola by using its ChatGPT and DALL-E platforms.

In addition, Altman added that individual users should have more control over the way AI (Artificial Intelligence) works. The company said last month that it was upgrading the chat bot to allow users to customize it to solve the error of artificial intelligence. He said, "We will soon introduce more things to give users more control over the system so that it can act in different ways."

Altman also admitted that the accuracy of the current AI system cannot reach 100%, but he predicted that applications such as AI doctors and AI lawyers would soon appear on mobile phones.

In fact, OpenAI announced on March 1st that it had introduced API and allowed any enterprise to build ChatGPT technology in their own applications, websites, products and services. Snap, Quizlet, Instacart and Shopify were early adopters of ChatGPT API.

According to public information, API is an application programming interface, which can realize the communication between computer software. Through API interface, developers can develop applications without accessing source code or understanding the details of internal working mechanism. Amazon’s official website gives an example-the software system of the Meteorological Bureau includes daily weather data, and the weather application on the user’s mobile phone "talks" with the system through the API, and displays the latest weather information every day on the mobile phone.

Previously, Greg Brockman, president and chairman of OpenAI, said that ChatGPT API is supported by GPT-3.5-turbo, a natural language model, in which "turbo" represents an optimized version of GPT-3.5, with faster response speed. This model adopts homologous technology with the popular ChatGPT, which is based on the enhanced version of GPT-3.

TechCrunch, an American technology media, said that the initial motivation of OpenAI to develop GPT-3.5-turbo may be to reduce the computing cost of ChatGPT. Altman once said on Twitter that the cost of ChatGPT’s dialogue with users is "amazing", and each conversation needs to cost a few cents or more.

It is worth noting that a new generation of natural language processing model GPT-4 will be launched next week. On March 9, local time, Andreas Braun, chief technology officer of Microsoft Germany, mentioned in an AI (Artificial Intelligence) activity, "We will launch GPT-4 next week, which will be a multimodal models that can provide completely different possibilities, such as supporting video."

In addition, on March 16th, Microsoft will hold an online activity of "Artificial Intelligence Leading Future Work" to showcase Microsoft’s latest AI technology and discuss the application and development of artificial intelligence in work scenarios.