0:00:00.000,0:00:03.204 (Toby Walsh) I wanna talk [br]about artificial intelligence: it's -- 0:00:03.674,0:00:05.089 I'm a professor of artificial intelligence 0:00:05.089,0:00:09.271 and its a great time, 2015, [br]to be working in AI. 0:00:09.544,0:00:10.544 We're making real palpable progress 0:00:10.544,0:00:12.820 and there's loads of money [br]being thrown at us. 0:00:12.820,0:00:17.000 Google just spent [br]five hundred million dollars -- 0:00:17.000,0:00:21.989 pounds buying an AI startup called Deep Mind a couple of weeks ago, 0:00:21.989,0:00:25.172 today they announced that they were [br]going to spend a billion dollars 0:00:25.671,0:00:28.469 setting up an AI lab in Silicon Valley. 0:00:29.001,0:00:31.591 IBM is betting about [br]a third of the company 0:00:31.830,0:00:34.858 on their cognitive AI computing effort. 0:00:35.084,0:00:38.216 So it's really interesting time to be working in AI. 0:00:38.631,0:00:41.782 But the first thing I wanted to [br]help inform you about 0:00:42.250,0:00:46.792 is what is the state of art, [br]what progress have we made in AI 0:00:46.792,0:00:51.187 because Hollywood paints [br]all these pictures, 0:00:51.187,0:00:53.488 these mostly dystopian pictures of AI. 0:00:53.495,0:00:58.672 Whenever the next science fiction movie[br]comes out, I put my head in my hands 0:00:58.672,0:01:01.755 and think Oh my God, what do people think[br]that we're doing? 0:01:01.755,0:01:08.729 So, I wanted to start by just giving you[br]a feel for what actually is really capable. 0:01:09.081,0:01:13.872 So a couple of years ago, IBM Watson[br]won the game show Jeopardy 1, 0:01:13.872,0:01:19.737 the million dollar prize in the game show,[br]Jeopardy P, the reigning human champions. 0:01:19.737,0:01:23.357 Now, you might think, well that's just[br]a party trick, isn't it? 0:01:23.357,0:01:27.625 It's a -- pour enough of Wikipedia [br]and the internet into a computer, 0:01:27.625,0:01:30.543 and it can answer general knowledge[br]questions. 0:01:30.543,0:01:33.204 Well, you guys are being a bit unfair to[br]IBM Watson, 0:01:33.204,0:01:35.881 there are the cryptic questions[br]they are answering. 0:01:35.881,0:01:40.878 But just to give you a real feel for [br]what is technically possible today, 0:01:40.878,0:01:43.586 something that was announced[br]just two days ago: 0:01:43.834,0:01:51.869 some colleagues of mine at NII in Japan[br]passed the University Entrance Exam 0:01:51.869,0:01:53.433 with an AI program. 0:01:53.433,0:01:56.326 Now, I thought long and hard about[br]putting up a page of maths. 0:01:56.326,0:01:58.007 I thought, well, I'm going to get -- 0:01:58.007,0:02:01.115 half of the audience is going to leave [br]immediately if I put up a page of math //// 0:05:18.028,0:05:31.210 depressing news story very comparison[br]but the chief economist at Bank of 0:05:31.210,0:05:35.940 England went on the record saying fifty[br]percent of jobs under threat 0:05:35.940,0:07:49.120 47 0:07:49.120,0:08:40.990 and it's not just technology other[br]ongoing global financial crisis which 0:08:40.990,0:09:41.740 seems like it will never disappear great[br]impact factor 0:09:41.740,0:11:30.070 under threat 0:11:30.070,0:13:24.420 not technically minded that final answer[br]your question 0:13:24.420,0:13:51.529 jobs