0:00:00.106,0:00:03.887 ♪ [music] ♪ 0:00:08.213,0:00:10.402 - [Mary Clare] Today, we're going[br]to learn more about Game Theory 0:00:10.402,0:00:12.558 by using it to solve[br]a simple problem. 0:00:13.069,0:00:16.289 Bob and Al are two[br]prestigious rival magicians 0:00:16.289,0:00:19.215 who have developed a new trick[br]that is quite popular. 0:00:19.215,0:00:21.366 They've then agreed[br]to limit performances 0:00:21.366,0:00:23.144 so they can charge more. 0:00:23.519,0:00:26.485 If both magicians perform[br]only one show a week, 0:00:26.485,0:00:29.234 each will earn $10,000. 0:00:29.619,0:00:32.135 However, if one magician[br]breaks the agreement 0:00:32.135,0:00:33.876 and performs five times a week 0:00:33.876,0:00:36.753 while the other continues[br]to perform once a week -- 0:00:36.753,0:00:40.289 that double-crosser[br]will make $15,000 0:00:40.289,0:00:43.278 while the other magician[br]will make only $1,000. 0:00:43.867,0:00:45.789 And if both magicians[br]break the agreement 0:00:45.789,0:00:49.979 and perform five times a week,[br]each will earn $6,000. 0:00:50.582,0:00:52.929 So, what is the Nash equilibrium[br]of how many shows 0:00:52.929,0:00:54.450 they will each perform? 0:00:54.758,0:00:57.966 The Nash equilibrium means[br]that no person has an incentive 0:00:57.966,0:00:59.899 to change their behavior[br]or strategy 0:00:59.899,0:01:03.631 unless someone else changes[br]their behavior or strategy. 0:01:04.485,0:01:06.174 In order to find[br]the Nash equilibrium 0:01:06.174,0:01:08.243 of Bob and Al's performances, 0:01:08.243,0:01:10.377 we have to first analyze[br]Bob's behavior 0:01:10.377,0:01:13.326 based on Al's behavior[br]and vice versa. 0:01:13.595,0:01:15.265 It will be easier[br]to track everything 0:01:15.265,0:01:17.471 if we fill out a 2-by-2 matrix. 0:01:17.855,0:01:20.513 There are two individuals[br]with two options. 0:01:20.878,0:01:24.467 In each box of the matrix[br]we'll list each person's path 0:01:24.467,0:01:26.129 given the state of the world. 0:01:26.446,0:01:29.741 So we'll list Bob's path first[br]and Al's second. 0:01:30.246,0:01:32.785 So let's first look[br]at Bob's best strategy 0:01:32.785,0:01:34.414 based on Al's behavior. 0:01:34.634,0:01:37.965 Al will either keep her promise[br]to perform once a week, 0:01:37.965,0:01:41.116 or she'll break her promise[br]and perform five shows. 0:01:41.825,0:01:44.336 If she cooperates[br]and performs one show, 0:01:44.336,0:01:46.096 what is Bob's best strategy? 0:01:46.488,0:01:49.026 Again, if we just look[br]at what he stands to gain, 0:01:49.026,0:01:51.266 then his best option[br]would be to cheat 0:01:51.266,0:01:53.015 and perform five times a week 0:01:53.015,0:01:56.476 and make $15,000 versus[br]performing once a week 0:01:56.476,0:01:58.346 and making $10,000. 0:01:58.647,0:02:03.645 Now, what if Al backstabs Bob[br]and performs five shows? 0:02:04.127,0:02:07.456 Bob's best strategy here is also[br]to perform five shows a week 0:02:07.456,0:02:10.623 and make $6,000 versus[br]performing once a week 0:02:10.623,0:02:12.819 and making only $1,000. 0:02:13.533,0:02:17.687 Given that Bob's best strategy[br]is to cheat and perform five shows 0:02:17.687,0:02:22.892 regardless of what Al does,[br]cheating is his dominant strategy. 0:02:23.553,0:02:26.374 Now, let's look at it[br]from Al's perspective. 0:02:26.374,0:02:28.421 I bet you can see[br]where this is going. 0:02:28.421,0:02:32.048 If Bob keeps his promise[br]and performs one show per week, 0:02:32.048,0:02:35.961 then Al's best option[br]is to perform five shows. 0:02:36.243,0:02:39.317 She'll earn $15,000[br]instead of $10,000. 0:02:39.558,0:02:41.766 And, if Bob decides[br]to break his promise 0:02:41.766,0:02:43.458 and perform five shows, 0:02:43.458,0:02:47.176 Al's best option is also to cheat[br]and perform five shows 0:02:47.176,0:02:50.459 because she'll earn $6,000[br]instead of $1,000. 0:02:50.898,0:02:54.346 Given that Al's best strategy[br]is to perform five times per week -- 0:02:54.346,0:02:57.488 again, regardless of what Bob does -- 0:02:57.488,0:03:00.497 this is also considered[br]her dominant strategy. 0:03:00.965,0:03:03.607 So if Bob's dominant strategy[br]is to cheat as well, 0:03:03.607,0:03:05.797 then the Nash equilibrium[br]in this game 0:03:05.797,0:03:08.818 is for both of them[br]to break their promises. 0:03:09.183,0:03:12.456 They'll each perform five shows[br]and earn $6,000. 0:03:12.838,0:03:15.525 Notice that this isn't[br]an optimal outcome. 0:03:15.927,0:03:18.047 It would be so much better[br]for them to each perform 0:03:18.047,0:03:19.842 only one show per week. 0:03:19.842,0:03:21.389 They'd earn a lot more money, 0:03:21.389,0:03:23.790 and they'd also have a lot more[br]free time on their hands. 0:03:24.099,0:03:26.489 But if we're just[br]evaluating what to do 0:03:26.489,0:03:28.839 from the payoffs[br]listed in our matrix, 0:03:28.839,0:03:33.450 it is in both Bob's best interest[br]and Al's best interest to cheat. 0:03:33.450,0:03:35.236 Thus, it's the Nash equilibrium. 0:03:35.500,0:03:38.726 Of course, there's a real world[br]outside of the matrix. 0:03:38.726,0:03:41.433 The world is much more[br]complicated than this. 0:03:41.433,0:03:43.279 People care about keeping promises, 0:03:43.279,0:03:44.648 and they think about the long run, 0:03:44.648,0:03:46.598 rather than just week to week. 0:03:46.840,0:03:49.350 So think of this example[br]as just a simple 0:03:49.350,0:03:50.940 but powerful starting point 0:03:50.940,0:03:53.378 to better understand[br]human decision-making. 0:03:53.578,0:03:55.713 As always, let us know[br]what you think. 0:03:55.713,0:03:57.309 And, if you'd like more practice, 0:03:57.309,0:03:59.229 check out our additional[br]challenge questions 0:03:59.229,0:04:00.460 at the end of this video. 0:04:00.561,0:04:03.359 ♪ [music] ♪