What other areas have not been invaded by artificial intelligence?

The development of artificial intelligence has actually been very fast,Although it is not popularized at present,Sweeping robots,Children's educational intelligent robots,It is currently widely used。 But there is another profession that has not been replaced by artificial intelligence, and that is the profession of chef.

Back in 15 years, British technology company Moley Robotics showcased its latest product, a robotic kitchen system, at a warehouse in north LondonThe system is described by the company as "the world's first automated kitchen". Capable of a fully automated cooking experience, the Moley Robotics robot kitchen is essentially two very expensive robotic arms, complete with a hob, oven, and a variety of utensils. Running the ROS robotic system, human chefs can be recorded, sampled, and emulated through motion-capturing cameras in the room to achieve a precise cooking experience.

The disadvantage of this system is that it is necessary to accurately place the ingredients and other contents in a certain position so that the robotic arm can identify and use them normallyThis shortcoming is fatal. Because this will overturn the concept of full automation, in the end it is still manual and manual, China also had robot chefs earlier, and they have PK with culinary masters, but the end result is that the culinary master wins. Nutrition, as well as food matching taboos, but also have the ability to create their own dishes, the most important and the most basic - knife skills According to the different ingredients, the way and technique of cutting the ingredients are also different.

Even if a fish or a chicken are different in size, the cutting techniques and movements are completely different. How can these robots do that?

Not long ago, 30 chefs in Hangzhou collectively jumped ship, and the chef who posted the cover letter said, "Because of the trend of the overall catering industry, it is a fast-moving consumer chain model."

Lord, such as grandma's house.

Green tea, many meals are semi-finished products You don't need to have a foundation, you can make a dish, buy it and use it. As a result, many units now do not recruit masters, and most of them are medium workers.

Petty workers, apprentices. ”It is true that the status of the chef has been shaken repeatedly, but with the breadth and profundity of Chinese cuisine, it is impossible for the chef to withdraw from the stageI just hope that Chinese cuisine will continue to be passed on. Finally, the human touch must be missing from the cuisine, especially Chinese food.

Each chef's grasp is different, so there will be the charm of Chinese food, and the dishes made by the robot have the same taste, and the two are still more willing to eat humane dishes.

Now almost every industry has been infiltrated by artificial intelligence, and there are very few industries that don't have it.

Artificial intelligence has now basically covered all fields.

I think that now, slowly, artificial intelligence has invaded all walks of life.

There should be no more now, and now everything is basically invaded by the Internet.

It should be the R&D industry, because artificial intelligence has not yet reached this level.

Many insurance companies such as Life Insurance have introduced intelligent technology into their business, which is currently mainly used in the after-sales field.

Probably some unexplored places. There are so many places that have not been invaded by artificial intelligence.

I feel like there is no barbering industry and no sports industry has been invaded.

Artificial intelligence is still developing, so almost most industries can be partially replaced, and if it develops well in the future, it can be completely replaced.

At present, there is no artificial intrusion in education and teaching.

Chinese artificial intelligence is developing rapidly, and ** attaches great importance to artificial intelligence. The professional direction of artificial intelligence has scientific research, engineering development, computer direction, software engineering, applied mathematics, electrical automation, communications, machinery manufacturing, although the prospect of artificial intelligence is very good, but its difficulty coefficient is very high, the current demand for artificial intelligence talents is very large, compared with other technical positions, the degree of competition is reduced, and the salary is relatively high, therefore, now is a good time to enter the field of artificial intelligence. The development prospects of artificial intelligence are still very good, for several reasons, intelligence is one of the important trends in the future.

1. The development of the industrial Internet will inevitably lead to the development of artificial intelligence, and artificial intelligence technology will become one of the essential skills for people in the workplace.

At present, artificial intelligence has received extensive attention in the field of computing, and I believe that the application prospects will be more extensive in the future.

Artificial intelligence makes disease research more efficient, diagnoses diseases more accurately, conducts more in-depth research in astronomy and learning, makes social models more concrete, and optimizes education models.

There are still concerns about AI.

With the development of artificial intelligence, it is bound to have an impact on our lives. For example, shopping**, by accurately analyzing the user's shopping information, so as to accurately position the user to push relevant information. It brings targeted targeting to advertisers, but it also poses a great threat to user impact.

As a result, AI also brings many ethical challenges, such as how to protect our privacy and how to protect our data so that it will not be accessed by insurance companies and marketing companies, which will lead to discrimination.

Artificial intelligence is currently mainly used in the following fields.

1. Agriculture: A lot of AI technology has been used in agriculture, such as drone spraying pesticides, weeding, real-time monitoring of crop status, material procurement, data collection, irrigation, harvesting, sales, etc. Through the application of artificial intelligence equipment terminals, etc., the output of agriculture and animal husbandry has been greatly improved, and many labor costs and time costs have been greatly reduced.

2. Communication: intelligent outbound call system, customer data processing (order management system), communication troubleshooting, virus interception (360, etc.), harassment information interception, etc.

3. Medical: Use the most advanced Internet of Things technology to realize the interaction between patients and medical staff, medical institutions and medical equipment, and gradually achieve informatization. Example:

Health monitoring (smart wearable devices), intelligent medication system that automatically prompts medication time, contraindications for taking, remaining dosage, etc.

4. Social security: security monitoring (real-time data networking, public security system can conduct real-time data investigation and analysis), telecommunication fraud data locking, criminal arrest, fire rescue field (fire extinguishing, personnel rescue, special area operations), etc.

5. Transportation field: route planning, driverless cars, speeding, non-standard driving and other behavior rectification.

7. Financial industry: big data analysis, industry trend analysis, investment risk estimation, etc.

8. Big data processing: weather inquiry, map navigation, data inquiry, information promotion (the recommendation engine is based on the user's behavior and attributes (the data generated by the user's browsing behavior), through algorithm analysis and processing, actively discover the user's current or potential needs, and actively push information to the user's browsing page. ), personal assistant.

The subdivisions of artificial intelligence technology applications mainly include computer vision, intelligent robots, virtual personal assistants, natural language processing - speech recognition, natural language processing - general, real-time speech translation, situational perception computing, gesture control, automatic recognition of visual content, recommendation engine, etc., which are the direction of the country's future development.

1.Lack of emotion and awareness: Current AI systems lack emotion and awareness, and they are unable to experience emotions, understand human emotions, and express complex emotions.

2.Limited creativity and judgment: AI systems may struggle when faced with new problems because they lack the creativity and flexibility to analyze and solve problems from multiple perspectives like humans.

3.Moral and ethical issues: AI systems do not have a sense of morality and ethics, and they do not make judgments that meet moral standards. In some cases, AI's decision-making may be at odds with human values.

4.Requires a lot of data and training: AI systems require a lot of data to train for good performance. In some areas, especially in tasks that involve small amounts of data or complex situations, AI may not perform well.

5.Adaptability to complex environments is limited: AI systems can have problems dealing with complex and changing environments because they lack the adaptability and flexibility of humans.

6.Rely on human design and supervision: The design and key training of AI systems still require human involvement, and human supervision and control of AI is an important means to ensure its safety and reliability.

Although AI excels in some areas, current AI technology cannot completely replace humans. The development of AI is still in its early stages, and scientists and engineers are working hard to improve AI technology and overcome current limitations to achieve more powerful and intelligent AI systems. Future developments may bring more surprises, but we also need to continue to carefully evaluate and respond to the various challenges and opportunities presented by AI technology.

With the rapid iteration of the basic theories of artificial intelligence and the continuous challenge of human limits, many scholars have begun to worry about the threat of artificial intelligence to human beings. At present, artificial intelligence is still in the stage of weak artificial intelligence, and the threat to human beings mainly lies in exacerbating the gap in human society.

Employment threats

The widespread use of AI in various industries is likely to cause the disappearance of a large number of existing jobs, especially for simple and repetitive jobs, and the corresponding employees will also lose their jobs.

Distribution of social wealth

Inequality in employment will lead to inequality in the right to benefit from social wealth, and more countries, enterprises or individuals who have mastered artificial intelligence technology can obtain greater distribution rights of social wealth, while the other part of human beings are in an extremely disadvantageous position in social competition. This could widen the divide in human society as a whole.

The threat of artificial intelligence to humanity

In the advanced stage, strong artificial intelligence will have complete psychological abilities similar to humans, and once the robot learns to think independently, it is very likely that it will not continue to succumb to human control, and will even launch an attack on humans, and eventually humans will face a catastrophe. Stephen Hawking warned of the devastating threat to human survival posed by the development of emerging technologies. In addition, how to distinguish between humans and robots at that time.

How to determine the social status of robots will bring about potential social problems, and once these problems are not well solved, even if there is no war, local conflicts will arise.

Autonomous robots are a very powerful technology, and it's important that everyone recognizes what this robot can and can't do, just like fire, and we know that it's powerful and dangerous, so we make sure that it's used for good things.

hod lipson

Are robots conscious a threat to humans? Hod Lipson said he is personally optimistic on the issue.

The benefits of robots with autonomous consciousness will far outweigh the risks, so now to pursue the development of such a technology, humans have now developed and used a lot of machines, and the number of these machines will be more and more, they will become more and more complex, one day humans will not be able to directly take care of so many and so complex robots, to find a way to let the robots take care of themselves.

As the awareness of autonomous robots grows, more and more people are now worried about it and worried that human society will be taken over by robots. In fact, technology itself can be used to do good things or to do bad things, and the key lies in how human civilization and human society should think about how to use it for good things.

We haven't fully figured out what to do yet. Hod Lipson said, in the future, will AI supervise AI, or will it take some other way? But in general, it is ultimately up to human ethics to guide the machines to make the right decisions autonomously.

At present, the autonomous skills of robots are still in a very weak stage, and some things that seem very small to humans are still very difficult for them. For example, a few months ago, the University of Berkeley released a video of a robot playing a Rubik's Cube, which is a very small thing. As long as a person has hands, he can play the Rubik's Cube, but this is a very difficult thing for a robot.

For scientific researchers, letting robots do these things is climbing ladders, things that people can imitate physically and intellectually, so that robots can master them one by one like climbing ladders.

The release of ChatGPT, an artificial intelligence chatbot, has brought a new wave to the technology industry. In the two months since its release, it has been hyped, exaggerated, questioned, and talked about by industry insiders.

ChatGPT is an artificial intelligence (AI) program known as a large language model that holds billions of words from the internet inside and is then refined by humans. People's attitudes towards this AI program can be said to be mixed, and in addition to excitement and fanaticism, many people have a cautious and dialectical opinion about it:

Is this output original, or is it just a mashup of content that has already been created by humans? If the use of such AI-assisted tools becomes ubiquitous, what will be the consequences for society? What kind of industry will be the winner of the future?

The adoption of ChatGPT and other similar language models may lead to job losses or changes in certain industries. Automation in some areas, as well as the ability of language models to analyze large amounts of data, can lead to the obsolescence of some professions. In addition, productivity increases in automation mode, which can also lead to layoffs in certain positions.

However, the use of ChatGPT and other language models may also create new jobs and new industries. It is worth noting that historically high-minded technological advances have always led to changes in the labor market, but not to mass unemployment. High limbs".

Future Trends. If AI applications are saturated as expected in the future, which industries will be the biggest winners and which will be the losers?

In response to this question, Hulme mentioned that there are two definitions of artificial intelligence in various industries. One is to get computers to do what humans can do, and ChatGPT is a good example of that.

Second, some organizations define AI as "goal-oriented adaptive behavior," i.e., the ability to adapt very quickly to a changing world. Hulme believes that this segment of the industry will be the real winners in the future.

That is, the measure of future success is the ability of an individual or organization to quickly adapt to a rapidly changing world.