Shulou(Shulou.com)06/02 Report--

https://blog.csdn.net/weixin_42137700/article/details/85256387

Photo/Text: King Fried in a Good Mood

AI, as its name implies, is the English word Artificial intelligenc, that is, artificial intelligence.

In fact, artificial intelligence is not something that cannot be touched, including Apple Siri, Baidu secret, Microsoft Xiaobing and other intelligent assistants and intelligent chat applications, as well as Meitu Xiuxiu's automatic beautification function, all belong to artificial intelligence. Even some simple, routine information news is also completed by artificial intelligence.

Of course, mainstream search engines and translation technologies are also trying to use artificial intelligence to provide more accurate search services for the majority of netizens. As for artificial intelligence that existed in physical form, it was Xiao Huang's robot in the logistics warehouse. They are replacing humans to complete heavy commodity placement, sorting, rapid delivery, warehousing and other operations.

Second sentence: Now artificial intelligence has not developed to the same level as the robots in the movies. Today's home robots are far from being able to appear in front of their owners in humanoid appearance as everyone expects. There are three levels of artificial intelligence: weak artificial intelligence, strong artificial intelligence, and super artificial intelligence.

1. Weak artificial intelligence

Also known as domain-restricted artificial intelligence or applied artificial intelligence, it refers to artificial intelligence that focuses on and can only solve problems in specific fields. There is no doubt that all AI algorithms and applications we see today belong to weak AI. Alpha Go is also a weak AI.

2. Strong artificial intelligence

Strong artificial intelligence, also known as general artificial intelligence or complete artificial intelligence, refers to artificial intelligence that can be competent for all human work. A program that qualifies as strong AI probably requires the ability to reason in the presence of uncertainty, use strategies, solve problems, and make decisions; the ability to represent knowledge, including commonsense knowledge; the ability to plan; the ability to learn; the ability to communicate in natural language; and the ability to integrate these abilities to achieve a given goal.

3. Super artificial intelligence

Assuming that computer programs can evolve to be smarter than the smartest and most gifted humans in the world, the resulting artificial intelligence system can be called super artificial intelligence. The definition of super-AI is the vaguest, because no one knows what kind of ability intelligence beyond the highest levels of human intelligence will manifest itself. If we still have the possibility of discussing strong artificial intelligence from a technical point of view, then most of today's humans can only analyze it from a philosophical or science fiction point of view.

Third sentence: The main technology of artificial intelligence: deep learning + big data

In short, deep learning is to treat what the computer wants to learn as a large set of data, throw this data into a complex, multi-level data processing network, and then check whether the resulting data processed by this network meets the requirements-if it meets the requirements, keep this network as the target model, and if it does not meet the requirements, adjust the parameters of the network again and again until the output meets the requirements.

This is like inputting a stream of water. The computer only needs to adjust the valves in the middle layer. If the stream can be seen at the expected pipe outlet, then the pipe meets the requirements. All we have to do is tell the computer what to input and what to expect, and let it find its own pattern. Of course, when new inputs come in, we also have to make sure that the adjusted pipes do not change.

In other words, deep learning algorithms are models that computers put together themselves. This way, it would be more practical and solve the problem in essence.

Of course, only through the inspection of various types of "water flow" can the built "pipeline" become closer and closer to the real world. It is worth mentioning that big data provides a steady stream of "water flow" for these "pipelines."

We know that deep learning, large-scale computing, and big data all gradually matured around 2010.

Artificial intelligence is mainly used in the following fields: autonomous driving, intelligent life, intelligent medical treatment

I. Automatic driving: the largest application scenario

Autonomous driving is an intelligent application that is gradually maturing. It is conceivable that autonomous driving, once implemented, could bring about the following changes:

1. Sharing cars in the full sense becomes possible. Most cars can be on call in a sharing economy model. Since no driver is required, these vehicles are guaranteed to be on call 24 hours a day and provide high-quality rental services at any time and anywhere.

2. The shape of the car itself will also undergo fundamental changes. A car that doesn't need a steering wheel or a driver can be designed like never before.

3. The future path changes. They will also be redesigned to meet the requirements of autonomous vehicles, with lanes dedicated to autonomous vehicles becoming narrower and traffic signals more easily recognized by autonomous vehicles.

II. Intelligent life

The current level of machine translation is roughly equivalent to the translation homework done by a middle school student who has just learned a foreign language for two or three years. For most non-professional text content, the machine translation results can basically express the original meaning without affecting understanding and communication. But over time, AI systems that improve translation accuracy are likely to quietly cross the technical divide between amateur and professional translators, as Alpha Go did at Go, and become masters of translation.

At that time, not only mobile phones will have intelligent conversations with people, but every household appliance in each of our homes will have a powerful enough conversation function to provide us with convenient services.

Third, intelligent medical care: AI will become a good helper for doctors

Big data and artificial intelligence based on big data provide the best support for doctor-assisted diagnosis of diseases. As recently as February, it turned out that deep learned neural networks were better at diagnosing certain skin conditions than most doctors. With the help of AI, we will not see doctors losing their jobs, but the same number of doctors can serve several times, dozens or even more people. In areas where medical resources are unevenly distributed, most patients will enjoy first-class medical services due to the introduction of AI.

Are we waiting for that future to come?

Welcome to subscribe "Shulou Technology Information " to get latest news, interesting things and hot topics in the IT industry, and controls the hottest and latest Internet news, technology news and IT industry trends.