Cloud computing power Entrepreneurship
When it comes to presenting some personal opinions at the end of the article, I will think randomly and only write the arguments instead of the argumentation process:
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it is very difficult to build and use AI environment now, but the software will improve and solve this problem; Three years ago, cloud computing platform was difficult to deploy and maintain. Now there are cloud platform solutions of one click deployment and UI maintenance everywhere
deep learning is a technology field that eats too much data and computing power. Human brain will not be as stupid as AI. Maybe new technologies will replace deep learning in the future
because of the need for data and computing power, it is more difficult to build an AI company than other start-ups; Now the well-known AI start-ups have been working in a single field for more than three years, allowing users to provide data. They only make a single typical model. Similarly, it's not easy for giant enterprises to engage in AI. Even if they find people, AI projects will take time to start. Cleaning data not only consumes physical strength, but also time
the calculation process of deep learning is not controlled, and the calculation results need to be verified by people, so it can not be used as legal evidence. When AI finds a suspect, the police will take action immediately, but its creators can't describe how AI will play go next. A baby can pee out the map of the world, someone can lose freely, can touch the password of the bank card, AI will tell you that the stock market is going to soar by 99.99%, but these can't be taken as the evidence of independent single responsibility
a large amount of data needs to be prepared for AI. China has a special advantage over the United States. There are many people who can do data annotation and the price is cheap. However, when it comes to model practice, China's labor cost is too low, which limits AI's commercial use
don't panic that AI will destroy human beings. AI that threatens human beings must be defective AI, but human beings have also elected defective leaders like Hitler. Don't preach that AI will cause human unemployment and social unrest. Let's talk about constellation's fortune honestly. Why don't I worry about losing my job
in some cases, AI's accuracy seems to be very low, but it's actually very high. For example, it's good to be able to understand 80% of the words clearly when two people talk, and AI only understands 85% of the words, which is more and more superhuman. You see, I'm not going to affect your reading