Artificial intelligence has developed rapidly in recent years, and the next development will be based on the automatic establishment of the vein. The current artificial intelligence is not mature enough, and its classification and pattern recognition will not consider the context behind it.
According to reports, the first wave of artificial intelligence is still limited to the reasoning of some problems, without learning ability, and can not deal with uncertainty; the second wave of artificial intelligence has more cognition, learning and reasoning, today's popular face Part identification is to use statistical learning to train. The third wave of artificial intelligence technology is based on the adaptation of the veins, and can automatically establish a veined model.
In a limited context, it is valuable to get information through the Internet of Things (IoT) sensor to build the overall environment. Mass resources can also be used to detect errors, including Google Translate, and Facebook, Google, Yelp, and Amazon's suggestion systems, which use this method to give feedback to users when they find that some results are unsatisfactory. smart system.
Many warehousing and factories are currently creating environments where artificial intelligence and robots can operate. In the past few years, the second wave of artificial intelligence has given the car the ability to automatically drive, allowing the machine to recognize images and sounds correctly, and let the computer defeat the top players in the Go game. This is all due to the development of adaptive machine learning.
Train with a lot of data, find patterns in data, and link these patterns. For example, in the medical field, experts pair genes with medical record data; in the manufacturing field, each product, machine, raw material, process, etc. can be analyzed.
Modularizing artificial intelligence and reusing these components to repeat training can accelerate the development of artificial intelligence. Efforts are being made to use artificial intelligence for more situations, and related developments will be faster and faster.
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