June 19 news According to the "Atlantic Monthly" website, Facebook conducted two experiments with AI chat robots in the experiment, and found that the robot gradually developed a unique language that humans could not understand.
The Facebook Artificial Intelligence Research Lab uses machine learning to train chat bots. The researchers talked to each other and the robots gradually found that the robot gradually developed a dialogue different from the human language, and the researchers had to manually intervene.
In other words, the two robots use machine learning to iteratively upgrade the dialogue strategy, which will eventually lead to the robot communicating in a language that humans cannot understand. AI's own upgrade speed exceeded expectations, reminiscent of the sci-fi scene in the "Blade Runner".
Facebook pointed out in the research report that robots can sometimes be well qualified for the role of customer service negotiations, and even know how to use the "pretend to admit and then recognize" dialogue strategy. However, it is disturbing for the robot to develop a new language on its own, and people may be able to see what the future world looks like.
Language is considered to be a unique skill of human beings. The performance of Facebook's chat bots has refreshed people's perceptions.
While machine learning promotes technological innovation, it also brings the "black box" problem: AI's conclusion is very wise, but its reasoning process is incomprehensible to humans. Many attempts have been made to crack this black box, including feeding the neural network with data on a specific topic, and then speculating on the way the machine thinks based on the output. Today, the discovery that machines can produce non-human communication methods has left everyone, including system designers, sighed by the limited human knowledge.
“There are many potential possibilities for future work, especially for the machine to understand more inferential strategies and to increase the diversity of expression without deviating from human language,†the Facebook researcher wrote in the report.
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