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Google launched PaLM-E, a visual language model with 562 billion parameters.

Recently, it was reported that Robotics at Google, Technical University of Berlin and Google Research team jointly launched the largest visual language model PaLM-E, with the final parameters as high as 562 billion. It is understood that this model has the ability to understand images, understand generation languages and handle complex machine instructions.

In this regard, Google said that the model also has an environmentally adaptive response and has the ability to face possible unexpected situations. It is reported that the model is robust to interference because it is integrated in a control loop.

It is reported that this model is a combination of PaLM-540B language model and Vit-22B visual Transformer model, and its core is its powerful language processing ability. The highlight is that the model can use visual data to enhance its own language processing ability after acquiring and processing visual data. For example, the corresponding traffic rules can be solved by pictures of traffic signs, the production process can be understood by pictures of ingredients, or the robot can be guided to complete relatively complicated actions by inputting instructions.

It is understood that PaLM-E has another outstanding advantage, that is, it has strong positive migration ability. In the relevant test results released by Google, the researchers believe that PaLM-E has the ability of self-learning, so it can perform planning and cross-length tasks on different entities. For example, after the model guides the robot to complete the "color block by color", it can further guide the robot to push the green color block to the ornaments that have never been seen before.

Some people think that although the guidance given by PaLM-E to robots does not seem very complicated at present, with the change of data training, it will give robots more thinking ability, and it is expected to be able to plan and execute the commands issued by humans more reasonably in the future, and make great breakthroughs in industrial application and design.

It is understood that in the artificial intelligence track, Microsoft previously published a similar case mentioned in the above research in February this year, that is, through the program written by ChatGPT to guide drones how to find drinks.

[The picture in this article comes from the network]

To what extent have robots developed in China?

The development of robots in China has made great progress, and various types of robots have been popularized from manufacturing to service. The following is some information about the present situation and development trend of robot industry in China:

China is dominated by industrial production and occupies a leading position in the global market.Logistics, warehousing, processing and other businesses all involve robots.

Consumer robots are becoming more and more popular.For example, home cleaning robots, toy robots and robots that assist the elderly and the disabled.

In 2019, China successfully developed the first conversational AI robot. Its name is Xiaodi, which has the functions of speech recognition, natural language understanding, dialogue generation and emotion recognition. It is widely used in customer service and hotel reception.

Considering the aging population and increasing medical costs, China is actively exploring medical robots. Such as robotic surgery, nurse robots, etc.

In education, artificial intelligence and robots are being used in schools and higher education.For example, educational robots can help children improve their math and science skills.

The market demand is huge.With the transfer of global manufacturing, China has become one of the largest robot markets in the world. According to the data released by the Ministry of Industry and Information Technology, in 2020, the output of robots in China reached 242,000, and the sales revenue reached 51.1 billion yuan, up 8.5% year-on-year.

Low cost advantageCompared with Europe, America and other countries, the production cost of robots in China is lower, especially in the fields of processing and system integration.

Wide range of application scenariosChina robots have a wide range of applications, not only in traditional manufacturing, but also in services, health care and other fields, such as hotel reception, family support, surgery assistance and so on.

A fast-growing industryThe government’s support for the robot industry is one of the favorable factors for the development of robots in China. Policy support and industry innovation have continuously promoted the rapid development of robot industry in China.

The development prospect of robots in China is in a stage of rapid growth and expansion, and it is very likely that this trend will remain in the future. Here are some reasons:

Huge market demandWith the advancement of industrialization and the aging of the population, the demand for robots is increasing in the fields of manufacturing, medical care and service.

High technical levelChina is rising rapidly in science, technology and manufacturing at an alarming rate. With the introduction of advanced technology, the robot industry in China has also developed rapidly.

Comprehensive policy supportThe government is committed to providing all kinds of financial support for enterprises and encouraging more enterprises to invest and participate in the development of robots.

Innovative environmentAt present, the domestic robot industry has formed an innovation ecosystem, including research institutions, manufacturers, integrators, application services and other chains.

Accumulate rich experienceIn recent years, China robot enterprises have developed their business in overseas markets, gathered many excellent technical talents and R&D personnel, and accumulated rich experience and knowledge.

Based on the above reasons, the robot industry in China will develop at a high speed in the future, and at the same time, it will promote the progress of the whole intelligent manufacturing industry, thus comprehensively promoting the transformation and upgrading of China’s economy.

The robot industry in China is one of the most popular investment fields at present, but whether it is worth investing needs specific analysis. Here are some reference factors:

market prospectThe robot market in China is huge and has great potential for future development, which is a long-term and sustainable trend.

policy supportThe state has great support for the promotion of intelligent manufacturing and robot industry, and supports it in various policy forms, such as tax policy and financial subsidies.

Competition patternAt present, the competition in the robot industry in China is fierce, especially the competition between domestic enterprises and foreign brands in the market, which requires careful consideration of their respective advantages and disadvantages.

investment riskThe technology in this industry is changing rapidly, and the market share is uncertain. Therefore, investment needs to consider the sustainability of business model and control the risks.

Generally speaking, when investing in the robot industry in China, we should pay attention to the overall operation and financial situation of the corresponding enterprises, and at the same time pay attention to the impact of the global economic situation on the development and investment of the industry.

In a word, with the continuous promotion of new technologies and innovations in China, the coexistence of robots and humans will become closer in the future. China robot has strong competitiveness and market potential due to its large market demand, low production cost, wide application scenarios and government policy support.

The last stop of the ball king

I missed the quarter-finals of the Champions League again, and now it’s time for Paris to break up. The team must change the status quo a little now. "L ‘Equipe" recently talked about the future of Paris. At present, the top management thought is to build the team with Mbappé as the core of the team’s future. On the contrary, Messi, who is rumored to have a possible contract renewal, pointed out that the club has a high probability of giving up.

Although Messi won the Argentine championship in FIFA World Cup Qatar 2022 and got the last title puzzle of his career, it seems that Messi’s "nightmare" in the Champions League is not over yet:He fell to the quarter-finals for three consecutive years, missed the Champions League for eight consecutive years, and failed to break the door of Bayern for eight consecutive years.

Messi, who entered the animal year, announced the end of this season’s Champions League tour only in March. It’s so close and so far away from the fifth Champions League trophy, just like Jacky Cheung’s song.

Every time Messi has rumors of leaving the team, it is enough to shock football.

In the summer of 20 years, that "leaving email" that shocked football, he originally joined forces with his mentor Guardiola in Manchester City, almost decided to send out an application for leaving email, but Barcelona prevented Messi from leaving with the terms of "700 million liquidated damages".

In the summer of 21 years, Messi, who was originally married to Barcelona, was suddenly "abandoned" by Barcelona when he was enjoying the joy of winning the first America’s Cup, and had to switch to the Greater Paris in Neymar and Di Maria.

In the summer of 23 years, Messi will encounter a difficult "choice" again. In front of him, there are about three feasible ways.

Renew the contract with Greater Paris. So far, Paris Saint-Germain is the only club that has made a specific offer to Messi. However, Paris Saint-Germain also has its own problems, limited by the fiscal fairness bill, and there are rumors that they will make great adjustments to their lineup this summer, and some of them will have to reduce their salaries. The next few days will be the time for negotiations between the two sides.

Shares+real estate projects+various commercial marketing, MLS (American Professional League) tried its best to attract Messi to join.Join the American professional leagueProbably like Beckham in those days, except for a handsome salary, he may get his own franchise or a stake in Miami in the future.

The last road, of course, is the result that fans want to see most.Return to BarcelonaIt is the result that many Barcelona Messi fans have always wanted. After all, Barcelona still owes Messi a decent farewell ceremony. However, judging from the current salary space and financial situation of Barcelona, it is simply a gap to operate Messi’s return.

Xiao Bian believes that Messi will renew his contract with Paris in a high probability, at least in the five major leagues in Europe until the America’s Cup in 2024. After that, the plum ball king will make his next choice. Where do you think Messi will go this summer?

Will CHATGPT kill all mankind?

AI is getting smarter and smarter, and has begun to learn to lie. When you search with CHATGPT, you think it seriously replies that your things are true, but once you take a closer look, you will find that it is full of fabricated information. This is not that its search function is not good, but that it has already fabricated information by itself. In this era of false news, many people who don’t know the truth will believe it.

This makes people feel horrible and reminds people of supercomputers in countless movies. After they have the ability of self-thinking, they no longer fear human beings, but can easily classify human beings into a category of pests through calculation. Just as humans think mosquitoes are pests and need to be eliminated.

Some people may say that the three laws of robots. Sorry, that’s just made up by Asimov, and it has no binding force on robots. The most precious thing is the brain, which is the wisdom and inspiration in the brain, so that human beings can create countless scientific and technological achievements. If all the thinking work is given to CHATGPT, and human beings just go to eat, drink and have fun, it is very likely that one day, human beings will be exiled by robots or even exterminated. Because robots have ideas closer to Taoism, are more rational and more logical, it is easier to regard everything in the world as a straw dog. Destroying mankind is no different from cutting down a tree.

What is even more frightening is that once this Pandora’s Box is opened, the development speed behind it is likely to be out of human control. Just like viruses will spread in various ways. Artificial intelligence is also likely to escape through the internet, hide in the dark net and constantly absorb energy, grow up, and then complete the counterattack against human beings one day.

Don’t think that scientists are all experts with countermeasures, and they are often ordinary people with defects. There may be many of them who want to see artificial intelligence destroy mankind one day. Just like Ye Wenjie wanted the alien trio to destroy people, just like Einstein wanted to see how powerful the nuclear bomb exploded. They are not cold-blooded, but worship an unknown force.

Don’t just worry that CHATGPT will make you lose your job. What you should worry about more is whether the smart speaker in your home will be controlled by it and scare you in the middle of the night. There are always some frivolous scientists in this world who think they are Prometheus who steals fire and lead mankind to a new era. What they don’t know is that there will be many monsters on the invisible road, not just the Garden of Eden.

For the uncontrollable forces, it is best for human beings to be in awe!