Skip to main content

Home/ CIS Focal Issue/ Group items tagged neural net

Rss Feed Group items tagged

Filter: All | Bookmarks | Topics Simple Middle
Vladimir Antonov

Soon, Gmail's AI Could Reply to Your Email for You | WIRED - 0 views

www.wired.com/...ate-automatic-replies-in-gmail

Technology AI Big Data recognition simplification communication emotion manipulation customisation personalisation scanning Social

shared by Vladimir Antonov on 05 Nov 15 - No Cached
  • what’s called “deep learning”—a form of artificial intelligence that’s rapidly reinventing a wide range of online services—the company is beefing up its Inbox by Gmail app so that it can analyze the contents of an email and then suggest a few (very brief) responses
  • The idea is that you can rapidly respond to someone while on the go—without having to manually tap a fresh message into your smartphone keyboard.
  • system learns to generate appropriate replies by analyzing scads of email conversations from across Google’s Gmail service
  • ...3 more annotations...
  • neural network—a vast network of machines that approximates the web of neurons in the human brain—and this neural network analyzes the information in order to “learn” a particular task.
  • Google’s Smart Reply system doesn’t always get things right. But that’s part of the reason the company provides three potential replies to each email—not just one.
  • The system uses what’s called a “long short-term-memory,” or LSTM, neural network. Essentially, this is a neural net that exhibits something akin to human memory. It can “remember” the beginning of an email as it’s parsing the end—and that helps it, on some level, understand this natural language
  • Vladimir Antonov on 05 Nov 15
     
    This technology could be developed further to other areas, to tailored made games for kids for example, that are adopt to each individual gaming style so kids find that games are actually made specially for them what makes their experience really personal and unique.
Oleg Batluk

Facebook Says Its Artificial Intelligence Will Be Like A Car For Your Mind | Popular Sc... - 0 views

www.popsci.com/ence-with-2015-research-update

facebook CIS AI neural net social for disabled Human Machine interface accessibility

shared by Oleg Batluk on 06 Nov 15 - No Cached
  • Facebook Artificial Intelligence Research (FAIR), the division within the company dedicated to AI
  • some are new, like a working unsupervised learning model
  • The company has made substantial investment in artificial intelligence in the last few years
  • ...3 more annotations...
  • Most recently Facebook has shown off a new addition for blind users
  • where we are right now in AI development. We're in the literal infancy
  • Facebook reports that it the neural net can now judge with up to 90 percent accuracy if the blocks will fall, and they claim that's better than most humans.
  • Oleg Batluk on 06 Nov 15
     
    Facebook made experiments showing AI smarter than humans and presented social solutions for blind people
1 - 2 of 2
Showing 20▼ items per page