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No, Facebook Did Not Panic and Shut Down an AI Program That Was Getting Dangerously Smart. In recent weeks, a story about experimental Facebook machine learning research has been circulating with increasingly panicky, Skynet esque headlines. Facebook engineers panic, pull plug on AI after bots develop their own language, one site wrote. Ofk5C4f7Wn.jpg' alt='Stainless Extended Regular Font Free - Free Software And Shareware' title='Stainless Extended Regular Font Free - Free Software And Shareware' />Facebook shuts down down AI after it invents its own creepy language, another added. Did we humans just create Frankenstein asked yet another. One British tabloid quoted a robotics professor saying the incident showed the dangers of deferring to artificial intelligence and could be lethal if similar tech was injected into military robots. References to the coming robot revolution, killer droids, malicious AIs and human extermination abounded, some more or less serious than others. Continually quoted was this passage, in which two Facebook chat bots had learned to talk to each other in what is admittedly a pretty creepy way. Bob I can i i everything else. Stainless Extended Regular Font Free - Free Software And Shareware' title='Stainless Extended Regular Font Free - Free Software And Shareware' />Alice balls have zero to me to me to me to me to me to me to me to me to Bob you i everything else. Alice balls have a ball to me to me to me to me to me to me to me to me. The reality is somewhat more prosaic. A few weeks ago, Fast. Co Design did report on a Facebook effort to develop a generative adversarial network for the purpose of developing negotiation software. SecurityStudy. Антимовски хан е издание за животопис и култура на Сдружението на писателите в Добрич. Download the free trial version below to get started. Doubleclick the downloaded file to install the software. Projects By Prasanna Chandra. The two bots quoted in the above passage were designed, as explained in a Facebook Artificial Intelligence Research unit blog post in June, for the purpose of showing it is possible for dialog agents with differing goals implemented as end to end trained neural networks to engage in start to finish negotiations with other bots or people while arriving at common decisions or outcomes. The bots were never doing anything more nefarious than discussing with each other how to split an array of given items represented in the user interface as innocuous objects like books, hats, and balls into a mutually agreeable split. The intent was to develop a chatbot which could learn from human interaction to negotiate deals with an end user so fluently said user would not realize they are talking with a robot, which FAIR said was a success The performance of FAIRs best negotiation agent, which makes use of reinforcement learning and dialog rollouts, matched that of human negotiators. FAIRs bots not only can speak English but also think intelligently about what to say. When Facebook directed two of these semi intelligent bots to talk to each other, Fast. Co reported, the programmers realized they had made an error by not incentivizing the chatbots to communicate according to human comprehensible rules of the English language. In their attempts to learn from each other, the bots thus began chatting back and forth in a derived shorthandbut while it might look creepy, thats all it was. Agents will drift off understandable language and invent codewords for themselves, FAIR visiting researcher Dhruv Batra said. Like if I say the five times, you interpret that to mean I want five copies of this item. This isnt so different from the way communities of humans create shorthands. Facebook did indeed shut down the conversation, but not because they were panicked they had untethered a potential Skynet. FAIR researcher Mike Lewis told Fast. Co they had simply decided our interest was having bots who could talk to people, not efficiently to each other, and thus opted to require them to write to each other legibly. But in a game of content telephone not all that different from what the chat bots were doing, this story evolved from a measured look at the potential short term implications of machine learning technology to thinly veiled doomsaying. There are probably good reasons not to let intelligent machines develop their own language which humans would not be able to meaningfully understandbut again, this is a relatively mundane phenomena which arises when you take two machine learning devices and let them learn off each other. Its worth noting that when the bots shorthand is explained, the resulting conversation was both understandable and not nearly as creepy as it seemed before. As Fast. Co noted, its possible this kind of machine learning could allow smart devices or systems to communicate with each other more efficiently. Those gains might come with some problemsimagine how difficult it might be to debug such a system that goes wrongbut it is quite different from unleashing machine intelligence from human control. In this case, the only thing the chatbots were capable of doing was coming up with a more efficient way to trade each others balls. There are good uses of machine learning technology, like improved medical diagnostics, and potentially very bad ones, like riot prediction software police could use to justify cracking down on protests. All of them are essentially ways to compile and analyze large amounts of data, and so far the risks mainly have to do with how humans choose to distribute and wield that power. Hopefully humans will also be smart enough not to plug experimental machine learning programs into something very dangerous, like an army of laser toting androids or a nuclear reactor. But if someone does and a disaster ensues, it would be the result of human negligence and stupidity, not because the robots had a philosophical revelation about how bad humans are. At least not yet. Machine learning is nowhere close to true AI, just humanitys initial fumbling with the technology. If anyone should be panicking about this news in 2. Make a Safety Plan Before You Panic in a Crowd. If you get panicked by crowds, you might not even know it. You might just tense up or get angry. I got snippy at the farmers market for years before I noticed the pattern. And certain crowded spots, like Times Square or an emptying stadium, can freak anyone out. As Dr. Liz Lasky says in Time Out New York, it helps to have a safety plan. One basic way to cut through a crowd is to keep your eyes on your destination. That signals your path to others and helps you focus on the goal rather than the obstacles. Weve all had those moments, when making our way through a large crowd, that you run intoRead more Read. Here are a few more ways to make it through a crowd without panicking, combining Dr. Laskys tips with some of our own Arrive having eaten The better youre hydrated, fed, and dressed for the weather, the better you can stay in control. Bring along some water or a snack as well. Set a meeting point If youre traveling with someone else, agree on your destination, and where to meet up outside the crowd if you need to separate. Look for pit stops Spot places you can hide from the main crush of the crowd and catch your breath. Tune it out As Dr. Lasky recommends, turn on some music to engage your mind. Try moving along with the music treat your movement through the crowd like a subtle dance. It feels goofy but it helps you loosen up. Recite a mantra TONY writer Jaime Lutz walked through Times Square repeating This is fine, like the cartoon dog from the meme, and found that worked well. Things arent great, and you might feel like youre melting alive, but you dont have to be happy you just have to make it through. Reward yourself Once youre out of the crowd, breathe deeply, have a little snack, and congratulate yourself. Really bake into your head how good it feels to plan, maintain, and come out the other end of a stressful situation. Thatll help you remember to do the same next time, even if youre caught off guard.