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Changed people's lives!
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Cognitive intelligence is the most difficult and most important technical field in the field of artificial intelligence, and the breakthrough of cognitive intelligence determines whether the machine can truly recognize, think and respond to the world. The first two levels of artificial intelligence, computational intelligence and perceptual intelligence, can only be said to have achieved breakthroughs at the tool level, but cannot achieve the birth of new species; The development of cognitive intelligence will make a lot of tedious but important work more humane, more efficient, and more accurate, and help human beings reach a new height in search, interaction, translation, reading, recommendation, and other aspects.
According to scientists' prediction of human-like superintelligence, the evolution of cognitive intelligence can be divided into three levels: the first level: recognition, memory, representation, and processing; Level 2: Analysis, Reasoning, Emotion; Level 3: Creativity, Imagination, Self-Awareness, Faith.
Now there are obvious gains in the first layer, which have applications in smart services, smart cities, smart finance, etc., and can help people do a lot of work through the recognition and processing capabilities of robots. At the second level of cognitive intelligence, companies with technical strength, such as Xiaoi Robot and iFLYTEK, have also made certain breakthroughs. The third level is currently no man's land.
The most typical company in China is the small I robot. Xiaoi Robot has always adhered to the research and development of "brain", and has made great achievements in the field of cognitive intelligence, allowing artificial intelligence technology to enter the real industry on a large scale, and has accumulated a large number of industry customers and industrial landing experience. In the early days, we could see it in individual fields such as healthcare, call center, and finance, and now we see more fields, including intelligent manufacturing, agriculture, industry, retail, and many other industries have begun to integrate with artificial intelligence.
The customers currently served by Xiaoi Robot include dozens of large banks and three operators of China Mobile, China Telecom and China Unicom, as well as giant enterprises in many industries such as Wanda, Huawei, SF Express, and Foxconn.
According to the general consensus of the industry, the next decade will be the first decade of artificial intelligence, and it is also an important period for breakthroughs in cognitive intelligence, and the application will become deeper and more extensive.
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Cognitive intelligence includes the following:
1. The first layer is language comprehension. Comprehension of more complex languages, such as automatic grading, grading of essays, etc. Current chatbots, asking a few more questions, may not be able to understand the deep semantics.
2. The second layer is analysis and reasoning.
3. The third layer is personality and emotion. It means that artificial intelligence has its own personality and emotions, and it also has its own autonomous consciousness, and has the same thoughts as humans.
Cognitive intelligence to achieve the implementation of four steps:
1. Recognize the cosmic world. The supporting theoretical systems include the three-body theory (universe, information, brain), Yidao theory, existential theory, ontology, epistemology, financial intelligence, HNC and other theoretical systems.
2. Understand the structure, function and mechanism of the human brain. The supporting disciplines include brain science, psychology, logic, emotion, biology, chemistry and other disciplines.
3. Be clear about the rules and regulations of information connotation. The supporting disciplines include semiotics, linguistics, cognitive linguistics, formal linguistics and other disciplines.
4. System landing ability. The supporting disciplines include computer science, mathematics and other disciplines.
Although the development of AI intelligence is good, it is still difficult to learn. This requires learning programming, starting from the basics, knowing how to **, and then it is possible to learn machine language.
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