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"Dialogue" with people, digital human live broadcast, digital human dialogue, etc., writing code, creating poems, covering songs..., one-click face change, painting creation, etc., greatly improving people's lives, and enhancing productivity and production efficiency, today, artificial intelligence with a certain understanding and independent learning ability, can complete some work that was previously considered only human to do, arousing social attention.
General Artificial Intelligence (AGI) can handle a wider range of more extensive and complex tasks, while narrow AI can handle only a single or a few tasks. General artificial intelligence can generalize thousands or even millions of tasks, and can solve more complex problems at different scales, such as pharmaceutical research and development, new material research and development, etc. need to span and integrate multiple disciplines, that is, general artificial intelligence can achieve cross-field, cross-task, cross-modality, greatly improve research and development efficiency, reduce research and development costs.
General artificial intelligence is one of the key areas of future scientific and technological development, which has broad application prospects and profound social impact. With the continuous development of artificial intelligence technology, general artificial intelligence has received more and more attention and attention. This paper will discuss the development of general artificial intelligence from the aspects of definition, characteristics, development history, application fields and future prospects.
General artificial intelligence refers to artificial intelligence systems that have human-like intelligence capabilities and are able to complete various complex tasks. It has the following characteristics: first, it has a strong self-learning ability and can adapt to different environments and tasks; Second, it has a high degree of flexibility and generalization ability, and can deal with various complex problems; The third is to have profound reasoning ability and logical ability, and be able to conduct logical analysis and reasoning.
The development of general artificial intelligence technology can be traced back to the 50s of the last century, when expert systems began to appear. Expert system is a rule-based artificial intelligence system, which establishes a set of rules system through the summary of the knowledge and experience of human experts to solve various complex problems. With the passage of time, artificial intelligence technologies such as fuzzy logic, neural networks, and natural language processing continue to emerge, providing strong support for the development of general artificial intelligence technology.
At present, general artificial intelligence has been widely used in medical, financial, agricultural and other fields. For example, in the medical field, artificial intelligence systems can be used to assist doctors in disease diagnosis and treatment, improving medical standards and efficiency; In the financial field, artificial intelligence systems can be used in risk assessment, investment decision-making, etc., to improve the stability and efficiency of financial markets; In the field of agriculture, artificial intelligence systems can be used in crop pest control, agricultural production management, etc., to improve agricultural production efficiency and quality.
In the future, the development prospects of general artificial intelligence are very broad. It will be applied in more fields, thus bringing more benefits and well-being to society. At the same time, general artificial intelligence will also have a profound impact on human society, for example, it may have an impact on the job market, social ethics and other aspects, which need to be carefully studied and discussed.
In short, general artificial intelligence is one of the important areas of future scientific and technological development, which has broad application prospects and profound social impact. We should pay serious attention to and support the development of general artificial intelligence technology and promote it to bring more benefits and well-being to human society.
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