1 00:00:01,333 --> 00:00:02,809 Food delivery. 2 00:00:02,833 --> 00:00:05,809 It's the thing that saves millennials from starvation. 3 00:00:06,770 --> 00:00:08,188 By my calculations, 4 00:00:08,212 --> 00:00:11,950 Americans order over 20 million restaurant deliveries 5 00:00:11,974 --> 00:00:13,640 every single day. 6 00:00:14,022 --> 00:00:17,458 Over half of these deliveries are actually within walking distance. 7 00:00:17,482 --> 00:00:21,233 But nine out of 10 are delivered in cars. 8 00:00:21,607 --> 00:00:23,933 So basically, 9 00:00:23,957 --> 00:00:25,861 we are moving a two-pound burrito 10 00:00:25,885 --> 00:00:27,655 in a two-ton car 11 00:00:27,679 --> 00:00:29,914 20 million times a day. 12 00:00:29,938 --> 00:00:32,072 The energy to bring you that burrito 13 00:00:32,096 --> 00:00:34,850 is actually bringing you a two-ton metal cage 14 00:00:34,874 --> 00:00:36,263 with heated seats. 15 00:00:36,287 --> 00:00:37,609 Let's be honest. 16 00:00:37,633 --> 00:00:39,633 We are addicted to our cars. 17 00:00:40,085 --> 00:00:41,935 Did you know that in America, 18 00:00:41,959 --> 00:00:45,434 for every car, there are four parking spots? 19 00:00:45,458 --> 00:00:46,831 In some downtowns, 20 00:00:46,855 --> 00:00:49,942 over half of the real estate is for cars. 21 00:00:50,427 --> 00:00:53,401 We have designed our cities around our cars, 22 00:00:53,425 --> 00:00:56,290 because we drive whether we're going two miles 23 00:00:56,314 --> 00:00:57,861 or 200 miles. 24 00:00:57,885 --> 00:01:00,290 Solo, or with our whole family. 25 00:01:00,688 --> 00:01:05,600 We get into the same SUV to go buy coffee or a coffee table. 26 00:01:06,019 --> 00:01:08,796 If we could free up some of these streets and parking lots, 27 00:01:08,820 --> 00:01:10,201 we could build more housing, 28 00:01:10,225 --> 00:01:12,328 more social spaces, more parks. 29 00:01:12,661 --> 00:01:14,014 But to do that, 30 00:01:14,038 --> 00:01:17,942 first, we need to rethink how we are using cars today. 31 00:01:17,966 --> 00:01:19,395 In the city of the future, 32 00:01:19,419 --> 00:01:23,065 if you want to go five blocks, you summon a bike or a scooter. 33 00:01:23,089 --> 00:01:26,376 If you're in a rush, a passenger drone would pick you up. 34 00:01:26,400 --> 00:01:29,661 And if you need food, no need to have someone drive over -- 35 00:01:29,685 --> 00:01:32,271 the food will make its way to you. 36 00:01:32,295 --> 00:01:35,959 Let's go back to those 20 million a day restaurant deliveries. 37 00:01:36,341 --> 00:01:39,150 If we could get these deliveries off the road, 38 00:01:39,174 --> 00:01:40,609 we could reduce the need 39 00:01:40,633 --> 00:01:45,363 for as many as one and a half million cars just in the US. 40 00:01:45,387 --> 00:01:47,833 That's twice the size of San Francisco. 41 00:01:48,171 --> 00:01:52,091 Now, think of the impact this could have on cities like Delhi, 42 00:01:52,115 --> 00:01:54,545 or my birth city of Tehran, 43 00:01:54,569 --> 00:01:58,053 where car pollution is killing thousands of people every year. 44 00:01:58,546 --> 00:02:03,455 So how do we get some of these deliveries off the road? 45 00:02:04,661 --> 00:02:06,391 Well, that's the question 46 00:02:06,415 --> 00:02:09,913 that my team and I have been obsessed with over the last three years. 47 00:02:10,380 --> 00:02:13,475 And the solution is actually one of the building blocks 48 00:02:13,499 --> 00:02:15,341 of the city of the future. 49 00:02:15,944 --> 00:02:20,155 We've been creating small, self-driving robots 50 00:02:20,179 --> 00:02:22,806 that navigate quiet alleys and sidewalks 51 00:02:22,830 --> 00:02:24,512 on a walking pace 52 00:02:24,536 --> 00:02:28,106 and have a secured cargo to deliver you food and supplies. 53 00:02:28,130 --> 00:02:31,304 Now, before I tell you more about the robots, 54 00:02:31,328 --> 00:02:33,328 let's do a quick thought experiment. 55 00:02:33,947 --> 00:02:38,372 In your mind, picture a city with thousands of robots. 56 00:02:39,007 --> 00:02:40,341 Is it this one? 57 00:02:40,761 --> 00:02:44,601 This Hollywood dystopia is what a lot of people expect. 58 00:02:44,625 --> 00:02:50,307 But our job is to create a friendly future that's designed for people. 59 00:02:50,331 --> 00:02:53,298 So instead of making aliens, 60 00:02:53,322 --> 00:02:57,004 we set out to create robots that are familiar. 61 00:02:57,361 --> 00:03:00,100 Robots that would belong in our communities. 62 00:03:00,665 --> 00:03:02,720 But we also wanted a little surprise. 63 00:03:02,744 --> 00:03:05,505 Something unexpectedly delightful. 64 00:03:05,815 --> 00:03:06,974 Think about it. 65 00:03:06,998 --> 00:03:08,481 You're walking down the street, 66 00:03:08,505 --> 00:03:10,710 and you see your very first robot. 67 00:03:10,734 --> 00:03:13,052 That's the moment when you're going to decide 68 00:03:13,076 --> 00:03:15,861 if this is a future you love or fear. 69 00:03:16,861 --> 00:03:20,137 And with a lot of people having these dystopian ideas, 70 00:03:20,161 --> 00:03:22,383 we need to open their minds. 71 00:03:22,407 --> 00:03:24,772 We want to surprise and delight them, 72 00:03:24,796 --> 00:03:27,952 so that we can win them over on first impression. 73 00:03:27,976 --> 00:03:29,380 This is what we came up with. 74 00:03:29,404 --> 00:03:32,174 It's familiar, but it's also surprising. 75 00:03:32,555 --> 00:03:34,483 It's just a shopping cart, 76 00:03:34,507 --> 00:03:38,267 but it also looks like we crossbred WALL-E with Minions. 77 00:03:39,004 --> 00:03:41,853 If you live in San Francisco or Los Angeles, 78 00:03:41,877 --> 00:03:44,933 chances are one of these has already delivered your food. 79 00:03:45,482 --> 00:03:48,244 As soon as we put robots out on the street, 80 00:03:48,268 --> 00:03:50,415 we learned some really interesting problems. 81 00:03:50,439 --> 00:03:53,400 Like, how should robots cross the road? 82 00:03:53,704 --> 00:03:59,330 Or how should robots interact with people with visual or mobility impairments? 83 00:04:00,149 --> 00:04:03,805 We quickly realized that we need to teach our robots 84 00:04:03,829 --> 00:04:06,099 how to communicate with people. 85 00:04:06,877 --> 00:04:09,718 People on the sidewalk come from every walk of life, 86 00:04:09,742 --> 00:04:12,960 so we needed to create a new language, 87 00:04:12,984 --> 00:04:14,729 kind of a universal language 88 00:04:14,753 --> 00:04:17,864 so people and robots can understand each other 89 00:04:17,888 --> 00:04:19,253 right off the bat. 90 00:04:19,277 --> 00:04:22,345 Because no one is going to be reading user manuals. 91 00:04:23,719 --> 00:04:27,441 We started with eyes, because eyes are universal. 92 00:04:27,465 --> 00:04:29,403 They can show where the robot is going 93 00:04:29,427 --> 00:04:31,513 or if it's confused. 94 00:04:31,537 --> 00:04:34,378 Plus, eyes make robots more human. 95 00:04:34,871 --> 00:04:37,045 We also used sounds. 96 00:04:37,069 --> 00:04:39,534 For example, we created this running sound 97 00:04:39,558 --> 00:04:41,379 with frequent gaps 98 00:04:41,403 --> 00:04:45,268 so that people with visual impairments could locate their robots 99 00:04:45,292 --> 00:04:47,244 using the Doppler effect. 100 00:04:47,268 --> 00:04:50,061 But it turned out these were not enough. 101 00:04:50,085 --> 00:04:51,299 At intersections, 102 00:04:51,323 --> 00:04:53,323 cars would cut in front of our robots. 103 00:04:53,347 --> 00:04:55,863 Drivers were getting confused sometimes, 104 00:04:55,887 --> 00:04:59,931 because robots would take too long before they started crossing. 105 00:05:00,630 --> 00:05:03,467 Even ordinary pedestrians were getting confused. 106 00:05:03,796 --> 00:05:07,188 Sometimes, they couldn't figure out on which side to pass the robots, 107 00:05:07,212 --> 00:05:10,640 because robots make a lot of small adjustments to their direction 108 00:05:10,664 --> 00:05:11,836 as they move. 109 00:05:11,860 --> 00:05:14,312 This actually sparked a new idea. 110 00:05:14,625 --> 00:05:18,669 What if we used movement to create a universal language? 111 00:05:19,106 --> 00:05:20,772 Like, at intersections, 112 00:05:20,796 --> 00:05:24,201 robots would gently move forward before they start crossing, 113 00:05:24,225 --> 00:05:26,820 to signal to drivers that it's their turn. 114 00:05:27,928 --> 00:05:29,864 If they see someone in a wheelchair, 115 00:05:29,888 --> 00:05:33,982 they yield by pointing themselves away from the sidewalk, 116 00:05:34,006 --> 00:05:36,299 to signal that they're not going to move. 117 00:05:37,704 --> 00:05:39,371 Some of you may remember this. 118 00:05:39,395 --> 00:05:44,833 In 2015, Canadian researchers sent a robot hitchhiking across the US. 119 00:05:45,677 --> 00:05:47,304 It didn't get very far. 120 00:05:47,328 --> 00:05:51,360 It turns out that robots can also use some social skills. 121 00:05:51,384 --> 00:05:53,498 Like, if they're being tampered with, 122 00:05:53,522 --> 00:05:58,934 Carnegie Mellon researchers have shown that small toy robots should play dead, 123 00:05:58,958 --> 00:06:01,800 because people feel bad when they think they broke it. 124 00:06:02,474 --> 00:06:04,490 But delivery robots aren't toys, 125 00:06:04,514 --> 00:06:07,069 they're not small, they are out there in public. 126 00:06:07,394 --> 00:06:10,371 We found that with delivery robots, 127 00:06:10,395 --> 00:06:12,331 to get people to stop tampering, 128 00:06:12,355 --> 00:06:14,355 robots need to show awareness. 129 00:06:14,950 --> 00:06:17,410 It's kind of the opposite of playing dead. 130 00:06:17,792 --> 00:06:18,991 In this case, 131 00:06:19,015 --> 00:06:21,656 robots need to acknowledge the situation 132 00:06:21,680 --> 00:06:23,680 to get people to step away. 133 00:06:24,546 --> 00:06:25,991 Also, a word of advice. 134 00:06:26,015 --> 00:06:28,910 If you are a robot and you see small kids, 135 00:06:28,934 --> 00:06:30,934 run towards the closest adult. 136 00:06:31,315 --> 00:06:35,066 It turns out that some kids just love harassing robots. 137 00:06:35,455 --> 00:06:38,010 So besides dystopia, 138 00:06:38,034 --> 00:06:41,098 Hollywood also promised us some really cool robots 139 00:06:41,122 --> 00:06:43,983 that would run our errands or keep us company. 140 00:06:44,007 --> 00:06:46,880 So far, we've really focused on food delivery, 141 00:06:46,904 --> 00:06:48,555 but in the future, 142 00:06:48,579 --> 00:06:50,537 these robots can do more. 143 00:06:50,561 --> 00:06:55,252 Like, they could gather excess food and bring it to shelters every night. 144 00:06:55,593 --> 00:06:59,593 Because in America, we waste 30 percent of our food, 145 00:06:59,617 --> 00:07:03,145 while 10 percent of our people experience food insecurity. 146 00:07:03,169 --> 00:07:05,169 These robots could be part of the solution. 147 00:07:06,003 --> 00:07:10,018 Or when we have hundreds of robots running around cities, 148 00:07:10,042 --> 00:07:14,285 we could have robots carry emergency medications at all times, 149 00:07:14,309 --> 00:07:17,539 just in case someone nearby has an allergic reaction 150 00:07:17,563 --> 00:07:19,071 or an asthma attack. 151 00:07:19,095 --> 00:07:22,291 These robots could be on-site within a minute or two, 152 00:07:22,315 --> 00:07:23,838 faster than anyone else. 153 00:07:23,862 --> 00:07:25,498 And during pandemics, 154 00:07:25,522 --> 00:07:28,005 robots can be a key part of our infrastructure. 155 00:07:28,458 --> 00:07:29,807 They can ensure 156 00:07:29,831 --> 00:07:33,418 that we can provide our communities with the essential needs 157 00:07:33,442 --> 00:07:35,069 even during emergencies. 158 00:07:35,093 --> 00:07:37,616 Let me leave you with one last thought. 159 00:07:38,331 --> 00:07:43,631 Today, objects can't get from A to B without human help, 160 00:07:43,655 --> 00:07:47,329 because our three-dimensional world is quite complex. 161 00:07:47,814 --> 00:07:51,532 But new sensors and AI can change that. 162 00:07:52,120 --> 00:07:54,826 In a way, technology is like a baby 163 00:07:54,850 --> 00:07:59,260 that has just learned to recognize objects and understand words, 164 00:07:59,284 --> 00:08:02,156 and maybe even hold a basic conversation, 165 00:08:02,180 --> 00:08:04,180 but it hasn't learned to walk yet. 166 00:08:04,934 --> 00:08:07,498 Now, we are teaching technology 167 00:08:07,522 --> 00:08:09,806 how to navigate the three-dimensional world 168 00:08:09,830 --> 00:08:11,292 without our help. 169 00:08:12,585 --> 00:08:14,664 We are entering this new era 170 00:08:14,688 --> 00:08:19,315 where insentient objects are going to get up and move freely. 171 00:08:20,305 --> 00:08:21,791 And when they do, 172 00:08:21,815 --> 00:08:24,473 we've got to make sure they don't look like aliens. 173 00:08:24,497 --> 00:08:29,236 My vision for the future is that when things come to life, 174 00:08:29,260 --> 00:08:30,720 they do so with joy. 175 00:08:31,053 --> 00:08:34,095 You know, less like the movie "Terminator" 176 00:08:34,119 --> 00:08:35,786 and more like "Toy Story." 177 00:08:36,159 --> 00:08:37,373 Thank you.