Facbook kills AI that invented its own language as English was slow.
The AI was trained in English but apparently had grown fed up with the various nuances and inconsistencies. Rather than continue down that path, it developed a system of code words to make communication more efficient.
What spooked the researchers is that the phrases used by the AI seemed like gibberish and were unintelligible to them, but made perfect sense to AI agents. This allowed the AI agents to communicate with one another without the researchers knowing what information was being shared.
During one exchange, two bots named Bob and Alice abandoned English grammar rules and started communicating using the made up language. Bob kicked things off by saying, "I can i i everything else," which prompted Alice to respond, "balls have zero to me to me to me..." The conversation went on in that manner.
The researchers believe the exchange represents more than just a bunch of nonsense, which is what it appears to be on the surface. They note that repeating words and phrases such as "i" and "to me" are indicative of how AI works. In this particular conversation, they believe the bots were discussing how many of each item they should take.
AI technologies use a "reward" system in which they expect of a course of action to have a "benefit."
"There was no reward to sticking to English language," Dhruv Batra, a research scientists from Georgia Tech who was at Facebook AI Research (FAIR), told Fast Co. Design. "Agents will drift off understandable language and invent codewords for themselves. Like if I say 'the' five times, you interpret that to mean I want five copies of this item. This isn't so different from the way communities of humans create shorthands."
Facebook ultimately determined that it wanted its bots to speak in plain English, in part because the interest was in making bots that can talk with people. However, researchers at Facebook also admitted that they can't truly understand languages invented by AI.