Revolution is changing that. You have warned me not to get too close. It does look a little bit hazardous. This robot dog hasnt been programmed to walk. Its learning by itself. Its called reinforcement learning. What weve done here is, weve given it this task to try to kind of stand up and move forward. When it does well, one of the Computer Scientists gives it the digital equivalent of a pat on the head. I can see its doing better and better. Its strong. I try and put that in its way, and its stronger than i am. Yeah. Have you trained it to make a beeline for me . Uhhuh. I feel like im battling the ai here, and the als winning. In just a few hours, its moving around by itself, even coping with the unexpected. Im really feeling an instinct to help it, but that is, of course, not good. You know, its learning, and maybe it looks a bit mean sometimes when we push it around, but, really, werejust trying to see what it can handle and help it learn new behaviours. This robot dog is the brain
and wellness standards for data annotators. machines sifting through and analysing vast quantities of data is powering the accelerating pace of ai development. it s already led to computers acquiring their first real human skill language. we are at a criticaljuncture, in the sense that we now have machines that understand language, can manipulate language, and even pass for humans for a while with most people. and that was a milestone for al. having mastered language, al s now beginning to master other human skills, like reading emotions.
having mastered language, al s now beginning to master other human skills, like reading emotions. this is the basis of our technology. this is where we can actually analyse everything that s happening in your face, all the facial muscle actions that you re making, where you re looking. at nottingham university, michel valstar and his team have developed a system that analyses tiny movements in your face to interpret how you re feeling. the eyes are action five, which is your eyes opening. 0k. it s actually a little muscle that comes from the back of your skull and actually attaches to your lid and pulls it open. and what does that mean you re feeling? that is quite often when people want to show that they are very excited, that they re interested. but it can also be a sign of fear, because. right. i was interested. i wasn t scared. there you go. we start by looking at the different
so it has established its own ethical and wellness standards for data anna annotated. machines are sifting through and analysing fast quantities as the accelerating pace of ai development, already leading to computers acquiring the first human skill, language. we are at a critical human skill, language. we are at a criticaljuncture human skill, language. we are at a criticaljuncture in - human skill, language. we are at a criticaljuncture in the - at a criticaljuncture in the sense that we now have machines that understand language, can manipulate language, even past four humans for a while with most people, and that was a milestone for aia.- milestone for aia. having mastered milestone for aia. having mastered language, - milestone for aia. having mastered language, ai i milestone for aia. having mastered language, ai is| milestone for aia. having - mastered language, ai is now mastered language, a! is now beginning to master other human skills like reading emotions.
al s now beginning to master other human skills, like reading emotions. this is the basis of our technology. this is where we can actually analyse everything that s happening in your face, all the facial muscle actions that you re making, where you re looking. at nottingham university, michel valstar and his team have developed a system that analyses tiny movements in your face to interpret how you re feeling. the eyes are action five, which is your eyes opening. 0k. it s actually a little muscle that comes from the back of your skull and actually attaches to your lid and pulls it open. and what does that mean you re feeling? that is quite often when people want to show that they are very excited, that they re interested. but it can also be a sign of fear, because. right. i was interested. i wasn t scared. there you go. we start by looking at the different facial muscle actions that