Big companies like Google and Facebook attach great importance to them, and now almost hundreds of thousands of people are employed by them. Although they also provide mental health consultation and examination for auditors, they still admit that content auditors are one of the most psychologically traumatized jobs in science and technology.
Is it possible to solve this "sad occupation" in a better way, or even that human beings can stop doing this kind of work?
Content auditor who will not disappear
In fact, the current content censorship can only be carried out by people-a cat-and-mouse game.
But on the bright side, there is still AI that can help them destroy "a nest of snakes and rats" in advance.
Tupu Technology, the earliest domestic company to use AI technology for content audit service, is said to have a recognition rate of pornography, horror, vulgarity, fraud and other content of 99%, reducing the cost of manual audit by more than 90%.
In the review of man-machine combination, first, AI will review the massive content in the first stage, distinguish normal content, some bad content and unclear content, then classify and distribute the posts, and then the auditors will manually review the unclear content.
In this way, artificial intelligence can help content auditors reduce their burden, make decisions more effectively, and focus on data analysis.
But it is still a fantasy to let artificial intelligence replace manpower.
Although AI technology is developing faster and faster, due to the difficulty of natural language processing (NLP), machines can't reach the level of human thinking in understanding languages, so they will make mistakes in reviewing words, not to mention pictures, audio and video.
The limitation of deep learning is that if you want to create a neural network to accurately detect adult content, you must first train AI in millions of annotated adult content. Without high-quality training data, AI is prone to make mistakes.