AI artificial intelligence and real life

Artificial intelligence is the study of how intelligent hardware and software can accomplish tasks that would normally require human intelligence. Since the concept of artificial intelligence was first proposed by humans in 1956, and the advent of AlphaGo in 2016, artificial intelligence research and development has entered a new turning point. Today's artificial intelligence has entered industries such as intelligent storage, intelligent manufacturing, intelligent agriculture, and unmanned driving.

In real life, technology companies use deep learning technology to build artificial neural networks. By inputting a large number of data samples into the input end of this artificial neural network, and inputting the correct answer to the output end, it allows it to train internal parameters. The probability of making it produce the correct output based on the input keeps increasing. Using user behavior data to promote the operation of the company's business, this technology has been widely used in financial risk control, product pricing and other links.

Unmanned supermarket is another scenario of artificial intelligence technology application, and its generative adversarial network is one of the core technologies. It is a deep learning neural network composed of a set of networks that play against each other. The generative network is responsible for generating what looks real; the other discriminative network compares the generated looking real thing with the real thing, and after repeated confrontation, it reaches a balance, and the visual judgment of the overall system is continuously upgraded.

While artificial intelligence brings us convenience, it also has its limitations. For example, personalized recommendations are addictive, unfair and biased, and unexplainable, all of which deepen the mistrust of AI. These are the key points that need to be overcome in the future development of artificial intelligence technology.

There are still many application scenarios for artificial intelligence. Now people are starting to care about whether jobs will be replaced by AI? According to the characteristics of AI at this stage, it does not have creativity, empathy and flexibility. Therefore, when we choose a career in the future, we should choose a job with strong social interaction and high flexibility.