1 00:00:00,891 --> 00:00:02,854 Every single one of us will lose 2 00:00:02,854 --> 00:00:06,011 or has already lost something we rely on every single day. 3 00:00:06,721 --> 00:00:09,222 I am of course talking about our keys. 4 00:00:09,530 --> 00:00:10,931 (Laughter) 5 00:00:11,194 --> 00:00:12,210 Just kidding. 6 00:00:12,210 --> 00:00:15,542 What I actually want to talk about is one of our most important senses: 7 00:00:15,542 --> 00:00:16,536 vision. 8 00:00:16,536 --> 00:00:19,260 Every single day we each lose a little bit of our ability 9 00:00:19,260 --> 00:00:20,594 to refocus our eyes 10 00:00:20,594 --> 00:00:22,328 until we can't refocus at all. 11 00:00:22,837 --> 00:00:24,960 We call this condition presbyopia, 12 00:00:24,960 --> 00:00:27,324 and it affects two billion people worldwide. 13 00:00:27,554 --> 00:00:29,324 That's right, I said billion. 14 00:00:29,524 --> 00:00:31,204 If you haven't heard of presbyopia, 15 00:00:31,204 --> 00:00:34,010 and you're wondering, "Where are these two billion people?" 16 00:00:34,010 --> 00:00:36,074 here's a hint before I get into the details. 17 00:00:36,074 --> 00:00:39,217 It's the reason why people wear reading glasses or bifocal lenses. 18 00:00:39,537 --> 00:00:42,435 I'll get started by describing the loss in refocusing ability 19 00:00:42,435 --> 00:00:43,774 leading up to presbyopia. 20 00:00:43,952 --> 00:00:44,968 As a newborn, 21 00:00:44,968 --> 00:00:48,415 you would have been able to focus as lose as six-and-a-half centimenters 22 00:00:48,415 --> 00:00:49,636 if you wish to. 23 00:00:49,636 --> 00:00:52,698 By your mid-20s, you have about half of that focusing power left. 24 00:00:52,734 --> 00:00:53,950 10 centimeters or so, 25 00:00:53,950 --> 00:00:56,485 but close enough that you never notice the difference. 26 00:00:56,485 --> 00:00:57,640 By your late-40s though, 27 00:00:57,640 --> 00:01:00,008 the closest you can focus is about 25 centimeters, 28 00:01:00,008 --> 00:01:01,242 maybe even farther. 29 00:01:01,242 --> 00:01:03,316 Losses in focusing ability beyond this point 30 00:01:03,316 --> 00:01:05,526 start effecting near-vision tasks like reading, 31 00:01:05,526 --> 00:01:07,489 and by the time you reach age 60, 32 00:01:07,489 --> 00:01:09,992 nothing within a meter radius of you is clear. 33 00:01:10,168 --> 00:01:12,335 Right now some of you are probably thinking, 34 00:01:12,335 --> 00:01:15,683 that sounds bad but he means you in a figurative sense, 35 00:01:15,683 --> 00:01:18,622 only for the people that actually end up with presbyopia. 36 00:01:19,128 --> 00:01:23,578 But no, when I say you, I literally mean that every single one of you 37 00:01:23,578 --> 00:01:26,429 will someday be presbyopic if you aren't already. 38 00:01:26,852 --> 00:01:28,237 That sounds a bit troubling. 39 00:01:28,237 --> 00:01:31,901 I want to remind you that presbyopia has been with us for all of human history 40 00:01:31,901 --> 00:01:34,724 and we've done a lot of different things to try and fix it. 41 00:01:34,730 --> 00:01:38,457 So to start, let's imagine that you're sitting at a desk, reading. 42 00:01:38,699 --> 00:01:40,091 If you were presbyopic, 43 00:01:40,091 --> 00:01:42,098 it might look a little something like this. 44 00:01:42,098 --> 00:01:44,840 Anything close by, like the magazine, will be blurry. 45 00:01:45,196 --> 00:01:46,454 Moving on to solutions. 46 00:01:46,454 --> 00:01:48,044 First, reading glasses. 47 00:01:48,285 --> 00:01:50,317 These have lenses with a single focal power 48 00:01:50,328 --> 00:01:52,408 tuned so that near objects come into focus. 49 00:01:52,609 --> 00:01:55,322 But far objects necessarily go out of focus, 50 00:01:55,322 --> 00:01:57,763 meaning you have to constantly switch back and forth 51 00:01:57,763 --> 00:01:59,535 between wearing and not wearing them. 52 00:01:59,535 --> 00:02:00,759 To solve this problem 53 00:02:00,759 --> 00:02:04,026 Benjamin Franklin invented what he called "double spectacles." 54 00:02:04,241 --> 00:02:06,249 Today we call those bifocals, 55 00:02:06,249 --> 00:02:09,837 and what they let him do was see far when he looked up 56 00:02:09,837 --> 00:02:11,459 and see near when he looked down. 57 00:02:11,459 --> 00:02:14,463 Today we also have progressive lenses which get rid of the line 58 00:02:14,463 --> 00:02:17,033 by smoothly varying the focal power from top to bottom. 59 00:02:17,033 --> 00:02:18,445 The downside to both of these 60 00:02:18,445 --> 00:02:21,244 is that you lose field of vision at any given distance 61 00:02:21,244 --> 00:02:23,811 because it gets split up from top to bottom like this. 62 00:02:23,811 --> 00:02:25,180 To see why that's a problem, 63 00:02:25,180 --> 00:02:27,975 imagine that you're climbing down a ladder or stairs. 64 00:02:28,166 --> 00:02:31,325 You look down to get your footing but it's blurry. 65 00:02:31,691 --> 00:02:33,083 Why would it be blurry? 66 00:02:33,297 --> 00:02:36,567 Well, you look down and that's the near part of the lens, 67 00:02:36,567 --> 00:02:39,275 but the next step was past arm's reach, 68 00:02:39,275 --> 00:02:41,104 which for your eyes, counts as far. 69 00:02:41,274 --> 00:02:44,143 The next solution I want to point out is a little less common 70 00:02:44,143 --> 00:02:46,757 but comes up a lot in contact lenses or LASIK surgeries, 71 00:02:46,757 --> 00:02:48,070 and it's called monovision. 72 00:02:48,070 --> 00:02:50,590 It works by setting up the dominant eye to focus far 73 00:02:50,590 --> 00:02:52,114 and the other eye to focus near. 74 00:02:52,114 --> 00:02:54,830 Your brain does the work of intelligently putting together 75 00:02:54,830 --> 00:02:56,816 the sharpest parts from each eye's view, 76 00:02:56,816 --> 00:02:59,004 but the two eyes see slightly different things, 77 00:02:59,004 --> 00:03:01,620 and that makes it harder to judge distances binocularly. 78 00:03:01,620 --> 00:03:03,150 So where does that all leave us? 79 00:03:03,150 --> 00:03:06,001 It seems like we've come up with a lot of different solutions 80 00:03:06,001 --> 00:03:08,338 but none of them quite restore natural refocusing. 81 00:03:08,338 --> 00:03:10,334 None of them let you just look at something 82 00:03:10,334 --> 00:03:11,738 and expect it to be in focus. 83 00:03:11,738 --> 00:03:12,736 But why? 84 00:03:12,840 --> 00:03:13,984 Well, to explain that 85 00:03:13,984 --> 00:03:16,693 we'll want to take a look at the anatomy of the human eye. 86 00:03:16,693 --> 00:03:19,877 The part of the eye that allows us to refocus to different distances 87 00:03:19,877 --> 00:03:21,398 is called the crystalline lens. 88 00:03:21,654 --> 00:03:25,644 There are muscles surrounding the lens that can deform it into different shapes, 89 00:03:25,644 --> 00:03:27,794 which in turn changes its focusing power. 90 00:03:27,794 --> 00:03:29,913 What happens when someone becomes presbyopic? 91 00:03:30,213 --> 00:03:32,399 It turns out that the crystalline lens stiffens 92 00:03:32,399 --> 00:03:35,078 to the point that it doesn't really change shape anymore. 93 00:03:35,078 --> 00:03:39,080 Now, thinking back on all the solutions I listed earlier, 94 00:03:39,080 --> 00:03:42,686 we can see that they all have something in common with the others 95 00:03:42,686 --> 00:03:44,311 but not with our eyes, 96 00:03:44,311 --> 00:03:46,204 and that is that they're all static. 97 00:03:46,290 --> 00:03:49,094 It's like the optical equivalent of a pirate with a peg leg. 98 00:03:49,094 --> 00:03:51,990 What is the optical equivalent of a modern prosthetic leg? 99 00:03:52,291 --> 00:03:55,524 The last several decades have seen the creation and rapid development 100 00:03:55,524 --> 00:03:57,927 of what are called "focus-tunable lenses." 101 00:03:58,333 --> 00:04:00,020 There are several different types. 102 00:04:00,020 --> 00:04:01,813 Mechanically-shifted Alvarez lenses, 103 00:04:01,813 --> 00:04:03,447 deformable liquid lenses 104 00:04:03,447 --> 00:04:05,875 and electronically-switched, liquid crystal lenses. 105 00:04:05,959 --> 00:04:07,686 Now these have their own trade-offs, 106 00:04:07,686 --> 00:04:10,287 but what they don't skimp on is the visual experience. 107 00:04:10,287 --> 00:04:13,618 Full, field-of-view vision that can be sharp at any desirable distance. 108 00:04:13,618 --> 00:04:14,619 OK, great. 109 00:04:14,619 --> 00:04:16,193 The lenses we need already exist. 110 00:04:16,193 --> 00:04:17,293 Problem solved, right? 111 00:04:17,786 --> 00:04:19,002 Not so fast. 112 00:04:19,156 --> 00:04:22,054 Focus-tunable lenses add a bit of complexity to the equation. 113 00:04:22,162 --> 00:04:25,981 The lenses don't have any way of knowing what distance they should be focused to. 114 00:04:25,981 --> 00:04:28,887 What we really need are glasses that, when you're looking far, 115 00:04:28,887 --> 00:04:30,001 far objects are sharp, 116 00:04:30,001 --> 00:04:31,153 and when you look near, 117 00:04:31,153 --> 00:04:33,924 near objects come into focus anywhere in your field of view 118 00:04:33,924 --> 00:04:35,908 and without you having to think about it. 119 00:04:35,908 --> 00:04:38,375 What I've worked on these last few years at Stanford 120 00:04:38,375 --> 00:04:40,914 is building that exact intelligence around the lenses. 121 00:04:40,914 --> 00:04:44,480 Our prototype borrows technology from virtual and augmented reality systems 122 00:04:44,480 --> 00:04:45,917 to estimate focusing distance. 123 00:04:45,917 --> 00:04:49,487 We have an eye tracker that can tell what direction our eyes are focused in. 124 00:04:49,487 --> 00:04:50,488 Using two of these, 125 00:04:50,488 --> 00:04:52,691 we can directly triangulate your gaze direction 126 00:04:52,691 --> 00:04:53,864 to get a focus estimate. 127 00:04:53,864 --> 00:04:54,864 Just in case though, 128 00:04:54,864 --> 00:04:57,483 to increase reliability we also added a distance sensor. 129 00:04:57,483 --> 00:04:59,820 The sensor is a camera that looks out at the world 130 00:04:59,820 --> 00:05:01,420 and reports distances to objects. 131 00:05:01,420 --> 00:05:04,420 We can again use your gaze direction to get a distance estimate 132 00:05:04,420 --> 00:05:05,599 for a second time. 133 00:05:05,599 --> 00:05:07,580 We then fuse those two distance estimates 134 00:05:07,580 --> 00:05:10,075 and update the focus-tunable lens power accordingly. 135 00:05:10,266 --> 00:05:13,592 The next step for us was of course to test our device on actual people. 136 00:05:13,592 --> 00:05:16,680 So we recruited about 100 presbyopes and had them test our device 137 00:05:16,680 --> 00:05:18,392 while we measured their performance. 138 00:05:18,392 --> 00:05:21,719 What we saw convinced us right then that autofocals were the future. 139 00:05:21,719 --> 00:05:23,634 Our participants could see more clearly, 140 00:05:23,634 --> 00:05:25,023 they could focus more quickly 141 00:05:25,023 --> 00:05:28,031 and they thought it was an easier and better focusing experience 142 00:05:28,031 --> 00:05:29,461 than their current correction. 143 00:05:29,461 --> 00:05:30,457 To put it simply, 144 00:05:30,457 --> 00:05:31,603 when it comes to vision, 145 00:05:31,603 --> 00:05:34,811 autofocals don't compromise like static corrections in use today do. 146 00:05:34,811 --> 00:05:36,758 But I don't want to get ahead of myself. 147 00:05:36,758 --> 00:05:39,500 There's a lot of work for my colleagues and me left to do. 148 00:05:39,500 --> 00:05:41,948 For example, our glasses are a bit -- 149 00:05:41,948 --> 00:05:42,947 (Laughter) 150 00:05:42,947 --> 00:05:44,462 bulky, maybe? 151 00:05:44,462 --> 00:05:47,698 And one reason for this is that we used bulkier components 152 00:05:47,698 --> 00:05:50,492 that are often intended for research use or industrial use. 153 00:05:50,492 --> 00:05:52,754 Another is that we need to strap everything down 154 00:05:52,754 --> 00:05:56,485 because current eye-tracking algorithms don't have the robustness that we need. 155 00:05:56,776 --> 00:05:58,051 So moving forward, 156 00:05:58,051 --> 00:06:00,556 as we move from a research setting into a start-up, 157 00:06:00,556 --> 00:06:02,618 we plan to make future autofocals 158 00:06:02,618 --> 00:06:05,171 eventually look a little bit more like normal glasses. 159 00:06:05,171 --> 00:06:06,168 For this to happen, 160 00:06:06,168 --> 00:06:08,554 we'll need to significantly improve 161 00:06:08,554 --> 00:06:10,667 the robustness of our eye-tracking solution. 162 00:06:10,667 --> 00:06:14,539 We'll also need to incorporate smaller and more efficient electronics and lenses. 163 00:06:14,919 --> 00:06:17,211 That said, even with our current prototype, 164 00:06:17,211 --> 00:06:19,762 we've shown that today's focus-tunable lens technology 165 00:06:19,762 --> 00:06:23,345 is capable of out-performing traditional forms of static correction. 166 00:06:23,345 --> 00:06:24,894 So it's only a matter of time. 167 00:06:25,134 --> 00:06:27,158 It's pretty clear that in the near future, 168 00:06:27,164 --> 00:06:30,168 instead of worrying about which pair of glasses to use and when, 169 00:06:30,168 --> 00:06:32,725 we'll be able to just focus on the important things. 170 00:06:33,687 --> 00:06:34,686 Thank you. 171 00:06:34,686 --> 00:06:36,438 (Applause)