How is the AI's self-created "non-human language" embarrassing?

The new chatbot invented by Facebook has its own language, can you understand it? "I think, I think, I think... Facebook's chatbot is so weird." I don't know, I thought the person who said this stuttered, but this is actually the real dialogue style of Facebook's AI in the laboratory, the original dialogue Even weirder... These languages ​​are not set by researchers, so many people think it is a language created by AI, but "The Atlantic" (The Atlantic) interviewed linguist Liberman, he from the concept of language It remains to be seen whether these conversations belong to language or not. . Recently, an unexpected thing happened at Facebook's artificial intelligence research lab: researchers who trained chatbots to negotiate with each other have achieved one thing: let the robots freely "talk awkwardly" in a non-human language. To keep track of the bot's conversations, the researchers had to adjust the device's mode so that the machine could speak in a language that humans could understand. (They insist on bots using human language because they want these bots to eventually be able to communicate with the human users used to communicate with Facebook.) When I wrote this before, many people seemed a little anxious and confused. It's cool that machines create their own language, but isn't it scary? A lot of people should be wondering what a robot's language actually looks like. The following is a robot negotiation dialogue seen on Facebook: AI created its own "non-human language" to communicate with each other, and the translation into "human words" turned out to be like this. negotiation. Regardless, Alice's stance remains firm. And, puzzlingly, a spokesperson for the AI ​​Lab told me that Facebook data shows that conversations like this sometimes result in successful negotiations between bots. (Sometimes the researchers tweak the patterns, and the bots use some poor negotiating tactics—even though their conversations are contentious by human standards.) Some explanation for the phenomenon of "secret words" between AIs Think of it as a "cryptophasia" between robots -- a secret language that only twins can understand each other. Maybe you remember a very popular video on YouTube in 2011, a pair of twin children chatting in a mysterious language we do not understand. Discussions online about whether the twins spoke the same language, or were just babbling in imitation of normal language, exploded. Many linguists believe that the two children were just communicating, and the sounds they made had no specific meaning. However, the conversations between these chatbots do appear to form a language, according to Facebook researchers. Other AI researchers have also said that they have observed that machines can develop their own language, and the language structure is fluid, with a certain vocabulary and syntax, but not all of these words and sentences are meaningful to humans. Earlier this year, computer scientists at OpenAI, a nonprofit AI research firm, published a preprint of a paper on the research repository arXiv about how robots learn to communicate in abstract language when language communication isn't available. How to translate non-verbal communication such as human gestures or pointing. (Robots do not need to use substantive movements to communicate non-verbally, but only through the use of visual sensory modalities.) Another recently co-published paper by researchers at Georgia Tech, Carnegie Mellon University, and Virginia Tech The paper describes an experiment in which two robots could invent their own communication protocol by discussing and assigning values ​​to colors and shapes—in other words, the researchers witnessed "the robots automatically emerge with basic language and communication, and in the absence of humans." under supervision!". This research work is of great significance. Not only can humans understand how robots communicate with each other, but it is also possible to uncover the truth about the formation of the first human language syntax and prose structure. For more language concepts, please click here: http://igeekbar.com/igeekbar/post/253.htm