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These are the user uploaded subtitles that are being translated: 0 00:00:00,060 --> 00:00:02,850 - This is a video about one of the most important, 1 00:00:02,850 --> 00:00:07,110 yet least understood concepts in all of physics. 2 00:00:07,110 --> 00:00:09,990 It governs everything from molecular collisions 3 00:00:09,990 --> 00:00:12,330 to humongous storms. 4 00:00:12,330 --> 00:00:14,850 From the beginning of the universe 5 00:00:14,850 --> 00:00:19,650 through its entire evolution, to its inevitable end. 6 00:00:19,650 --> 00:00:22,290 It may, in fact, determine the direction of time 7 00:00:22,290 --> 00:00:25,440 and even be the reason that life exists. 8 00:00:25,440 --> 00:00:27,960 To see the confusion around this topic, 9 00:00:27,960 --> 00:00:30,903 you need to ask only one simple question. 10 00:00:31,800 --> 00:00:34,443 What does the Earth get from the sun? 11 00:00:35,400 --> 00:00:37,150 - What does the earth get from sun? 12 00:00:39,390 --> 00:00:41,040 - Well, it's light rays? 13 00:00:41,040 --> 00:00:43,059 - What do we get from the sun? - Heat. 14 00:00:43,059 --> 00:00:43,892 - Warmth. 15 00:00:43,892 --> 00:00:45,900 - Warmth, light. 16 00:00:45,900 --> 00:00:47,400 - Vitamin D, we get vitamin D from- 17 00:00:47,400 --> 00:00:49,350 - We do get vitamin D from the ultraviolet rays. 18 00:00:49,350 --> 00:00:51,450 - Well, a lot of energy. 19 00:00:51,450 --> 00:00:53,230 - What does the earth get from this, energy? 20 00:00:53,230 --> 00:00:54,720 - Yeah, energy. 21 00:00:54,720 --> 00:00:56,340 - Energy. 22 00:00:56,340 --> 00:00:57,450 - Nailed it. 23 00:00:57,450 --> 00:00:59,490 Every day, the earth gets a certain amount of energy 24 00:00:59,490 --> 00:01:00,780 from the sun. 25 00:01:00,780 --> 00:01:04,830 And then how much energy does the earth radiate back 26 00:01:04,830 --> 00:01:06,630 into space relative to that amount 27 00:01:06,630 --> 00:01:07,830 that it gets from the sun? 28 00:01:07,830 --> 00:01:09,630 - Probably not as much, I, you know, 29 00:01:09,630 --> 00:01:12,570 I don't believe it's just radiating right back. 30 00:01:12,570 --> 00:01:14,037 - I'd say less. 31 00:01:14,037 --> 00:01:14,870 - Less. 32 00:01:14,870 --> 00:01:16,066 - Less. - I say less. 33 00:01:16,066 --> 00:01:17,260 - I guess about 70%? 34 00:01:17,260 --> 00:01:18,510 - It is a fraction. 35 00:01:18,510 --> 00:01:19,543 - I'd say 20%. 36 00:01:19,543 --> 00:01:22,080 - Because... - Because we use some of it. 37 00:01:22,080 --> 00:01:23,250 - We use some of the energy. - Mm-hmm. 38 00:01:23,250 --> 00:01:24,870 - We consume a lot, right? 39 00:01:24,870 --> 00:01:28,050 - But the thing about energy is it never really goes away. 40 00:01:28,050 --> 00:01:29,523 You can't really use it up. 41 00:01:30,420 --> 00:01:32,580 - It would have to break even, wouldn't it? 42 00:01:32,580 --> 00:01:33,630 Same amount, yeah. 43 00:01:33,630 --> 00:01:35,310 - You know, cause and effect. 44 00:01:35,310 --> 00:01:37,530 It'd be equal in some ways, right? 45 00:01:37,530 --> 00:01:39,180 - For most of the earth's history, 46 00:01:39,180 --> 00:01:41,550 it should be exactly the same amount of energy 47 00:01:41,550 --> 00:01:45,270 in from the sun as earth radiates into space. 48 00:01:45,270 --> 00:01:46,103 - Wow. 49 00:01:46,103 --> 00:01:48,030 - Because if we didn't do that, 50 00:01:48,030 --> 00:01:50,190 then the earth would get a lot hotter, that'd be a problem. 51 00:01:50,190 --> 00:01:51,240 - That'd be a big problem. 52 00:01:51,240 --> 00:01:53,280 - So, if that is the case... 53 00:01:53,280 --> 00:01:54,113 - Yeah. 54 00:01:54,113 --> 00:01:56,140 - Then what are we really getting from the sun? 55 00:01:57,900 --> 00:01:58,733 - That's a good question. 56 00:01:58,733 --> 00:01:59,910 - Hmm. 57 00:01:59,910 --> 00:02:01,650 - It gives us a nice tan. 58 00:02:01,650 --> 00:02:03,420 - It gives us a nice tan, I love it. 59 00:02:03,420 --> 00:02:05,280 We're getting something special from the sun. 60 00:02:05,280 --> 00:02:07,770 - I don't know, what do we get without the energy? 61 00:02:07,770 --> 00:02:09,600 - But nobody talks about it. 62 00:02:09,600 --> 00:02:12,330 To answer that, we have to go back to a discovery 63 00:02:12,330 --> 00:02:14,403 made two centuries ago. 64 00:02:15,720 --> 00:02:18,630 In the winter of 1813, France was being invaded 65 00:02:18,630 --> 00:02:22,110 by the armies of Austria, Prussia, and Russia. 66 00:02:22,110 --> 00:02:24,060 The son of one of Napoleon's generals 67 00:02:24,060 --> 00:02:27,450 was Sadi Carnot, a 17-year-old student. 68 00:02:27,450 --> 00:02:30,180 On December 29th, he writes a letter to Napoleon 69 00:02:30,180 --> 00:02:32,610 to request to join in the fight. 70 00:02:32,610 --> 00:02:36,870 Napoleon preoccupied in battle, never replies. 71 00:02:36,870 --> 00:02:39,150 but Carnot gets his wish a few months later 72 00:02:39,150 --> 00:02:41,070 when Paris is attacked. 73 00:02:41,070 --> 00:02:44,520 The students defend a chateau just east of the city, 74 00:02:44,520 --> 00:02:47,340 but there're no match for the advancing armies, 75 00:02:47,340 --> 00:02:50,730 and Paris falls after only a day of fighting. 76 00:02:50,730 --> 00:02:53,973 Forced to retreat, Carnot is devastated. 77 00:02:56,280 --> 00:02:59,040 Seven years later, he goes to visit his father 78 00:02:59,040 --> 00:03:02,400 who's fled to Prussia after Napoleon's downfall. 79 00:03:02,400 --> 00:03:06,120 His father was not only a general, but also a physicist. 80 00:03:06,120 --> 00:03:07,800 He wrote an essay on how energy 81 00:03:07,800 --> 00:03:11,640 is most efficiently transferred in mechanical systems. 82 00:03:11,640 --> 00:03:14,310 When his son comes to visit, they talk at length 83 00:03:14,310 --> 00:03:18,390 about the big breakthrough of the time, steam engines. 84 00:03:18,390 --> 00:03:21,330 Steam engines were already being used to power ships, 85 00:03:21,330 --> 00:03:24,330 mine ore, and excavate ports. 86 00:03:24,330 --> 00:03:26,610 And it was clear that the future industrial 87 00:03:26,610 --> 00:03:28,740 and military might of nations 88 00:03:28,740 --> 00:03:32,073 depended on having the best steam engines. 89 00:03:33,150 --> 00:03:35,220 But French designs were falling behind 90 00:03:35,220 --> 00:03:37,590 those of other countries like Britain. 91 00:03:37,590 --> 00:03:41,703 So, Sadi Carnot took it upon himself to figure out why. 92 00:03:45,480 --> 00:03:47,400 At the time, even the best steam engines 93 00:03:47,400 --> 00:03:50,100 only converted around 3% of thermal energy 94 00:03:50,100 --> 00:03:52,590 into useful mechanical work. 95 00:03:52,590 --> 00:03:55,380 If he could improve on that, he could give France 96 00:03:55,380 --> 00:03:59,700 a huge advantage and restore its place in the world. 97 00:03:59,700 --> 00:04:03,630 So he spends the next three years studying heat engines, 98 00:04:03,630 --> 00:04:05,610 and one of his key insights 99 00:04:05,610 --> 00:04:08,850 involves how an ideal heat engine would work, 100 00:04:08,850 --> 00:04:12,690 one with no friction and no losses to the environment. 101 00:04:12,690 --> 00:04:14,943 It looks something like this. 102 00:04:16,410 --> 00:04:20,790 Take two really big metal bars, one hot and one cold. 103 00:04:20,790 --> 00:04:24,270 The engine consists of a chamber filled with air, 104 00:04:24,270 --> 00:04:28,080 where heat can only flow in or out through the bottom. 105 00:04:28,080 --> 00:04:30,060 Inside the chamber is a piston, 106 00:04:30,060 --> 00:04:32,460 which is connected to a flywheel. 107 00:04:32,460 --> 00:04:35,220 The air starts at a temperature just below that 108 00:04:35,220 --> 00:04:36,570 of the hot bar. 109 00:04:36,570 --> 00:04:38,820 So first, the hot bar is brought into contact 110 00:04:38,820 --> 00:04:39,660 with the chamber. 111 00:04:39,660 --> 00:04:42,960 The air inside expands with heat flowing into it 112 00:04:42,960 --> 00:04:44,610 to maintain its temperature. 113 00:04:44,610 --> 00:04:48,360 This pushes the piston up, turning the flywheel. 114 00:04:48,360 --> 00:04:50,250 Next, the hot bar is removed, 115 00:04:50,250 --> 00:04:53,550 but the air in the chamber continues to expand, 116 00:04:53,550 --> 00:04:57,870 except now without heat entering, the temperature decreases. 117 00:04:57,870 --> 00:04:58,890 In the ideal case, 118 00:04:58,890 --> 00:05:01,830 until it is the temperature of the cold bar. 119 00:05:01,830 --> 00:05:04,080 The cold bar is brought into contact with the chamber 120 00:05:04,080 --> 00:05:06,690 and the flywheel pushes the piston down. 121 00:05:06,690 --> 00:05:08,160 And as the air is compressed, 122 00:05:08,160 --> 00:05:11,370 heat is transferred into the cold bar. 123 00:05:11,370 --> 00:05:12,930 The cold bar is removed. 124 00:05:12,930 --> 00:05:15,240 The flywheel compresses the gas further 125 00:05:15,240 --> 00:05:17,750 increasing its temperature until it is just below that 126 00:05:17,750 --> 00:05:19,230 of the hot bar. 127 00:05:19,230 --> 00:05:23,190 Then the hot bar is connected again and the cycle repeats. 128 00:05:23,190 --> 00:05:26,940 Through this process, heat from the hot bar is converted 129 00:05:26,940 --> 00:05:29,223 into the energy of the flywheel. 130 00:05:30,060 --> 00:05:33,150 And what's interesting to note about Carnot's ideal engine 131 00:05:33,150 --> 00:05:35,940 is that it is completely reversible. 132 00:05:35,940 --> 00:05:38,400 If you ran the engine in reverse, 133 00:05:38,400 --> 00:05:41,850 first the air expands lowering the temperature, 134 00:05:41,850 --> 00:05:44,850 then the chamber is brought into contact with the cold bar, 135 00:05:44,850 --> 00:05:48,870 the air expands more, drawing in heat from the cold bar. 136 00:05:48,870 --> 00:05:52,680 Next, the air is compressed, increasing its temperature. 137 00:05:52,680 --> 00:05:54,720 The chamber is placed on top of the hot bar 138 00:05:54,720 --> 00:05:58,140 and the energy of the flywheel is used to return the heat 139 00:05:58,140 --> 00:06:00,660 back into the hot bar. 140 00:06:00,660 --> 00:06:03,810 However many cycles were run in the forward direction, 141 00:06:03,810 --> 00:06:07,470 you could run the same number in reverse, and at the end, 142 00:06:07,470 --> 00:06:10,140 everything would return to its original state 143 00:06:10,140 --> 00:06:14,010 with no additional input of energy required. 144 00:06:14,010 --> 00:06:17,820 So by running an ideal engine, nothing really changes. 145 00:06:17,820 --> 00:06:20,223 You can always undo what you did. 146 00:06:22,080 --> 00:06:25,140 So what is the efficiency of this engine? 147 00:06:25,140 --> 00:06:26,970 Since it's fully reversible, 148 00:06:26,970 --> 00:06:30,240 you might expect the efficiency to be 100%, 149 00:06:30,240 --> 00:06:32,520 but that is not the case. 150 00:06:32,520 --> 00:06:35,190 Each cycle, the energy of the flywheel increases 151 00:06:35,190 --> 00:06:36,450 by the amount of heat flowing 152 00:06:36,450 --> 00:06:38,640 into the chamber from the hot bar, 153 00:06:38,640 --> 00:06:42,780 minus the heat flowing out of the chamber at the cold bar. 154 00:06:42,780 --> 00:06:46,170 So to calculate the efficiency, we divide this energy 155 00:06:46,170 --> 00:06:48,663 by the heat input from the hot bar. 156 00:06:50,010 --> 00:06:53,310 Now the heat in on the hot side is equal to the work done 157 00:06:53,310 --> 00:06:55,470 by the gas on the piston, 158 00:06:55,470 --> 00:06:58,200 and this will always be greater than the work done 159 00:06:58,200 --> 00:07:01,140 by the piston on the gas on the cold side, 160 00:07:01,140 --> 00:07:03,390 which equals the heat out. 161 00:07:03,390 --> 00:07:05,220 And this is because on the hot side, 162 00:07:05,220 --> 00:07:07,680 the hot gas exerts a greater pressure 163 00:07:07,680 --> 00:07:11,610 on the piston than that same gas when cold. 164 00:07:11,610 --> 00:07:13,650 To increase the efficiency of the engine, 165 00:07:13,650 --> 00:07:16,350 you could increase the temperature of the hot side, 166 00:07:16,350 --> 00:07:19,893 or decrease the temperature of the cold side, or both. 167 00:07:21,870 --> 00:07:24,780 Lord Kelvin learns of Carnot's ideal heat engine 168 00:07:24,780 --> 00:07:27,540 and realizes it could form the basis 169 00:07:27,540 --> 00:07:30,150 for an absolute temperature scale. 170 00:07:30,150 --> 00:07:34,200 Imagine that the gas is allowed to expand an extreme amount, 171 00:07:34,200 --> 00:07:36,090 so much that it cools to the point 172 00:07:36,090 --> 00:07:39,630 where all the gas particles effectively stop moving. 173 00:07:39,630 --> 00:07:42,690 Then they would exert no pressure on the piston, 174 00:07:42,690 --> 00:07:44,940 and it would take no work to compress it 175 00:07:44,940 --> 00:07:48,810 on the cold side, so no heat would be lost. 176 00:07:48,810 --> 00:07:52,230 This is the idea of absolute zero, 177 00:07:52,230 --> 00:07:56,220 and it would make for a 100% efficient engine. 178 00:07:56,220 --> 00:08:00,060 Using this absolute temperature scale, the Kelvin scale, 179 00:08:00,060 --> 00:08:02,880 we can replace the amount of heat in and out 180 00:08:02,880 --> 00:08:06,510 with the temperature of the hot and cold side respectively, 181 00:08:06,510 --> 00:08:09,180 because they are directly proportional. 182 00:08:09,180 --> 00:08:11,640 So we can express efficiency like this, 183 00:08:11,640 --> 00:08:14,013 which we can rewrite like this. 184 00:08:15,420 --> 00:08:17,160 What we have learned is that the efficiency 185 00:08:17,160 --> 00:08:20,100 of an ideal heat engine doesn't depend on the materials 186 00:08:20,100 --> 00:08:21,930 or the design of the engine, 187 00:08:21,930 --> 00:08:23,850 but fundamentally on the temperatures 188 00:08:23,850 --> 00:08:26,280 of the hot and cold sides. 189 00:08:26,280 --> 00:08:29,250 To reach 100% efficiency, you'd need infinite temperature 190 00:08:29,250 --> 00:08:32,400 on the hot side or absolute zero on the cold side, 191 00:08:32,400 --> 00:08:35,190 both of which are impossible in practice. 192 00:08:35,190 --> 00:08:37,800 So even with no friction or losses to the environment, 193 00:08:37,800 --> 00:08:41,520 it's impossible to make a heat engine 100% efficient. 194 00:08:41,520 --> 00:08:43,350 And that's because to return the piston 195 00:08:43,350 --> 00:08:44,700 to its original position, 196 00:08:44,700 --> 00:08:47,280 you need to dump heat into the cold bar. 197 00:08:47,280 --> 00:08:50,433 So not all the energy stays in the flywheel. 198 00:08:51,660 --> 00:08:54,300 Now, in Carnot's time, high pressure steam engines 199 00:08:54,300 --> 00:08:57,810 could only reach temperatures up to 160 degrees Celsius. 200 00:08:57,810 --> 00:09:02,010 So their theoretical maximum efficiency was 32%, 201 00:09:02,010 --> 00:09:05,430 but their real efficiency was more like 3%. 202 00:09:05,430 --> 00:09:08,340 That's because real engines experience friction, 203 00:09:08,340 --> 00:09:10,080 dissipate heat to the environment, 204 00:09:10,080 --> 00:09:13,380 and they don't transfer heat at constant temperatures. 205 00:09:13,380 --> 00:09:15,750 So for just as much heat going in, 206 00:09:15,750 --> 00:09:18,540 less energy ends up in the flywheel. 207 00:09:18,540 --> 00:09:21,540 The rest is spread out over the walls of the cylinder, 208 00:09:21,540 --> 00:09:23,280 the axle of the flywheel, 209 00:09:23,280 --> 00:09:26,790 and is radiated out into the environment. 210 00:09:26,790 --> 00:09:29,010 When energy spreads out like this, 211 00:09:29,010 --> 00:09:31,380 it is impossible to get it back. 212 00:09:31,380 --> 00:09:34,380 So this process is irreversible. 213 00:09:34,380 --> 00:09:37,020 The total amount of energy didn't change, 214 00:09:37,020 --> 00:09:39,600 but it became less usable. 215 00:09:39,600 --> 00:09:43,260 Energy is most usable when it is concentrated 216 00:09:43,260 --> 00:09:45,573 and less usable when it's spread out. 217 00:09:48,540 --> 00:09:51,540 Decades later, German physicist, Rudolf Clausius, 218 00:09:51,540 --> 00:09:54,510 studies Carnot's engine, and he comes up with a way 219 00:09:54,510 --> 00:09:58,170 to measure how spread out the energy is. 220 00:09:58,170 --> 00:10:00,963 He calls this quantity, entropy. 221 00:10:02,160 --> 00:10:05,160 When all the energy is concentrated in the hot bar, 222 00:10:05,160 --> 00:10:07,590 that is low entropy, 223 00:10:07,590 --> 00:10:10,380 but as the energy spreads to the surroundings, 224 00:10:10,380 --> 00:10:12,690 the walls of the chamber and the axle 225 00:10:12,690 --> 00:10:15,030 will entropy increases. 226 00:10:15,030 --> 00:10:17,910 This means the same amount of energy is present, 227 00:10:17,910 --> 00:10:19,770 but in this more dispersed form, 228 00:10:19,770 --> 00:10:22,173 it is less available to do work. 229 00:10:23,430 --> 00:10:27,120 In 1865, Clausius summarizes the first two laws 230 00:10:27,120 --> 00:10:29,520 of thermodynamics like this. 231 00:10:29,520 --> 00:10:33,210 First, the energy of the universe is constant. 232 00:10:33,210 --> 00:10:38,210 And second, the entropy of the universe tends to a maximum. 233 00:10:38,970 --> 00:10:42,543 In other words, energy spreads out over time. 234 00:10:44,910 --> 00:10:48,300 The second law is core to so many phenomena in the world. 235 00:10:48,300 --> 00:10:51,810 It's why hot things cool down and cool things heat up, 236 00:10:51,810 --> 00:10:54,180 why gas expands to fill a container, 237 00:10:54,180 --> 00:10:57,090 why you can't have a perpetual motion machine, 238 00:10:57,090 --> 00:11:00,270 because the amount of usable energy in a closed system 239 00:11:00,270 --> 00:11:01,953 is always decreasing. 240 00:11:04,050 --> 00:11:08,100 The most common way to describe entropy is as disorder, 241 00:11:08,100 --> 00:11:10,860 which makes sense because it is associated with things 242 00:11:10,860 --> 00:11:14,160 becoming more mixed, random, and less ordered. 243 00:11:14,160 --> 00:11:16,080 But I think the best way to think about entropy 244 00:11:16,080 --> 00:11:19,560 is as the tendency of energy to spread out. 245 00:11:19,560 --> 00:11:22,590 So why does energy spread out over time? 246 00:11:22,590 --> 00:11:24,000 I mean, most of the laws of physics 247 00:11:24,000 --> 00:11:28,050 work exactly the same way forwards or backwards in time. 248 00:11:28,050 --> 00:11:32,013 So how does this clear time dependence arise? 249 00:11:34,530 --> 00:11:36,930 Well, let's consider two small metal bars, 250 00:11:36,930 --> 00:11:38,910 one hot and one cold. 251 00:11:38,910 --> 00:11:40,170 For this simple model, 252 00:11:40,170 --> 00:11:43,380 we'll consider only eight atoms per bar. 253 00:11:43,380 --> 00:11:45,180 Each atom vibrates according to the number 254 00:11:45,180 --> 00:11:46,860 of energy packets it has. 255 00:11:46,860 --> 00:11:49,230 The more packets, the more it vibrates. 256 00:11:49,230 --> 00:11:51,300 So let's start with seven packets of energy 257 00:11:51,300 --> 00:11:54,120 in the left bar and three in the right. 258 00:11:54,120 --> 00:11:55,920 The number of energy packets in each bar 259 00:11:55,920 --> 00:11:57,843 is what we'll call a state. 260 00:11:58,890 --> 00:12:01,320 First, let's consider just the left bar. 261 00:12:01,320 --> 00:12:02,940 It has seven energy packets, 262 00:12:02,940 --> 00:12:05,220 which are free to move around the lattice. 263 00:12:05,220 --> 00:12:06,750 This happens nonstop. 264 00:12:06,750 --> 00:12:09,630 The energy packets hop randomly from atom to atom 265 00:12:09,630 --> 00:12:12,240 giving different configurations of energy, 266 00:12:12,240 --> 00:12:16,230 but the total energy stays the same the whole time. 267 00:12:16,230 --> 00:12:18,180 Now, let's bring the cold bar back in 268 00:12:18,180 --> 00:12:21,270 with only three packets and touch them together. 269 00:12:21,270 --> 00:12:22,980 The energy packets can now hop around 270 00:12:22,980 --> 00:12:26,520 between both bars creating different configurations. 271 00:12:26,520 --> 00:12:30,030 Each unique configuration is equally likely. 272 00:12:30,030 --> 00:12:33,570 So what happens if we take a snapshot at one instant in time 273 00:12:33,570 --> 00:12:36,030 and see where all the energy packets are? 274 00:12:36,030 --> 00:12:39,690 So stop, look at this. 275 00:12:39,690 --> 00:12:43,020 Now there are nine energy packets in the left bar, 276 00:12:43,020 --> 00:12:45,420 and only one in the right bar. 277 00:12:45,420 --> 00:12:49,050 So heat has flowed from cold to hot. 278 00:12:49,050 --> 00:12:53,730 Shouldn't that be impossible because it decreases entropy? 279 00:12:53,730 --> 00:12:55,830 Well, this is where Ludwig Boltzmann 280 00:12:55,830 --> 00:12:57,630 made an important insight. 281 00:12:57,630 --> 00:13:01,860 Heat flowing from cold to hot is not impossible, 282 00:13:01,860 --> 00:13:04,290 it's just improbable. 283 00:13:04,290 --> 00:13:07,650 There are 91,520 configurations 284 00:13:07,650 --> 00:13:10,410 with nine energy packets in the left bar, 285 00:13:10,410 --> 00:13:15,410 but 627,264 with five energy packets in each bar. 286 00:13:16,800 --> 00:13:19,380 That is the energy is more than six times 287 00:13:19,380 --> 00:13:22,560 as likely to be evenly spread between the bars. 288 00:13:22,560 --> 00:13:24,810 But if you add up all the possibilities, 289 00:13:24,810 --> 00:13:28,770 you find there's still a 10.5% chance that the left bar 290 00:13:28,770 --> 00:13:31,683 ends up with more energy packets than it started. 291 00:13:32,580 --> 00:13:36,270 So, why don't we observe this happening around us? 292 00:13:36,270 --> 00:13:38,940 Well, watch what happens as we increase the number of atoms 293 00:13:38,940 --> 00:13:42,180 to 80 per bar and the energy packets to 100, 294 00:13:42,180 --> 00:13:45,810 with 70 in the left bar and 30 in the right. 295 00:13:45,810 --> 00:13:49,860 There is now only a 0.05% chance that the left solid 296 00:13:49,860 --> 00:13:52,290 ends up hotter than it started. 297 00:13:52,290 --> 00:13:55,950 And this trend continues as we keep scaling up the system. 298 00:13:55,950 --> 00:13:59,190 In everyday solids, there are around 100 trillion, 299 00:13:59,190 --> 00:14:02,700 trillion atoms and even more energy packets. 300 00:14:02,700 --> 00:14:06,930 So heat flowing from cold to hot is just so unlikely 301 00:14:06,930 --> 00:14:08,373 that it never happens. 302 00:14:10,290 --> 00:14:12,390 Think of it like this Rubik's cube. 303 00:14:12,390 --> 00:14:14,670 Right now, it is completely solved, 304 00:14:14,670 --> 00:14:18,840 but I'm gonna close my eyes and make some turns at random. 305 00:14:18,840 --> 00:14:21,570 If I keep doing this, it will get further and further 306 00:14:21,570 --> 00:14:22,980 from being solved. 307 00:14:22,980 --> 00:14:26,070 But how can I be confident that I'm really messing 308 00:14:26,070 --> 00:14:27,390 this cube up? 309 00:14:27,390 --> 00:14:30,000 Well, because there's only one way for it to be solved, 310 00:14:30,000 --> 00:14:32,280 a few ways for it to be almost solved, 311 00:14:32,280 --> 00:14:34,350 and quintillions of ways 312 00:14:34,350 --> 00:14:36,930 for it to be almost entirely random. 313 00:14:36,930 --> 00:14:38,610 Without thought and effort, 314 00:14:38,610 --> 00:14:40,590 every turn moves the Rubik's cube 315 00:14:40,590 --> 00:14:43,890 from a highly unlikely state that of it being solved 316 00:14:43,890 --> 00:14:47,223 to a more likely state, a total mess. 317 00:14:50,220 --> 00:14:53,010 So if the natural tendency of energy is to spread out 318 00:14:53,010 --> 00:14:55,110 and for things to get messier, 319 00:14:55,110 --> 00:14:57,210 then how is it possible to have something 320 00:14:57,210 --> 00:15:01,410 like air conditioning where the cold interior of a house 321 00:15:01,410 --> 00:15:04,773 gets cooler and the hot exterior gets hotter? 322 00:15:06,060 --> 00:15:08,850 Energy is going from cold to hot, 323 00:15:08,850 --> 00:15:12,090 decreasing the entropy of the house. 324 00:15:12,090 --> 00:15:16,140 Well, this decrease in entropy is only possible 325 00:15:16,140 --> 00:15:20,310 by increasing the entropy a greater amount somewhere else. 326 00:15:20,310 --> 00:15:21,930 In this case, at a power plant, 327 00:15:21,930 --> 00:15:26,130 the concentrated chemical energy and coal is being released, 328 00:15:26,130 --> 00:15:28,770 heating up the power plant in its environment, 329 00:15:28,770 --> 00:15:31,770 spreading to the turbine the electric generators, 330 00:15:31,770 --> 00:15:33,900 heating the wires all the way to the house, 331 00:15:33,900 --> 00:15:37,470 and producing waste heat in the fans and compressor. 332 00:15:37,470 --> 00:15:40,950 Whatever decrease in entropy is achieved at the house 333 00:15:40,950 --> 00:15:44,880 is more than paid for by an increase in entropy required 334 00:15:44,880 --> 00:15:45,880 to make that happen. 335 00:15:47,670 --> 00:15:50,700 But if total entropy is constantly increasing 336 00:15:50,700 --> 00:15:54,330 and anything we do only accelerates that increase, 337 00:15:54,330 --> 00:15:58,140 then how is there any structure left on earth? 338 00:15:58,140 --> 00:16:01,680 How are there hot parts separate from cold parts? 339 00:16:01,680 --> 00:16:03,693 How does life exist? 340 00:16:05,010 --> 00:16:07,110 Well, if the earth were a closed system, 341 00:16:07,110 --> 00:16:09,720 the energy would spread out completely, 342 00:16:09,720 --> 00:16:12,120 meaning, all life would cease, 343 00:16:12,120 --> 00:16:14,520 everything would decay and mix, 344 00:16:14,520 --> 00:16:17,760 and eventually, reach the same temperature. 345 00:16:17,760 --> 00:16:21,540 But luckily, earth is not a closed system, 346 00:16:21,540 --> 00:16:24,771 because we have the sun. 347 00:16:28,350 --> 00:16:31,170 What the sun really gives us is a steady stream 348 00:16:31,170 --> 00:16:35,970 of low entropy that is concentrated bundled up energy. 349 00:16:35,970 --> 00:16:39,660 The energy that we get from the sun is more useful 350 00:16:39,660 --> 00:16:41,100 than the energy we give back. 351 00:16:41,100 --> 00:16:44,220 It's more compact, it's more clumped together. 352 00:16:44,220 --> 00:16:46,980 Plants capture this energy and use it to grow 353 00:16:46,980 --> 00:16:48,720 and create sugars. 354 00:16:48,720 --> 00:16:51,420 Then animals eat plants and use that energy 355 00:16:51,420 --> 00:16:54,240 to maintain their bodies and move around. 356 00:16:54,240 --> 00:16:55,800 Bigger animals get their energy 357 00:16:55,800 --> 00:16:58,830 by eating smaller animals and so on. 358 00:16:58,830 --> 00:17:00,690 And each step of the way, 359 00:17:00,690 --> 00:17:03,240 the energy becomes more spread out. 360 00:17:03,240 --> 00:17:04,230 - Okay, interesting. 361 00:17:04,230 --> 00:17:05,063 - Yeah. 362 00:17:05,063 --> 00:17:06,960 - Oh wow, I did not know that. 363 00:17:06,960 --> 00:17:08,070 - There you go. 364 00:17:08,070 --> 00:17:11,430 Ultimately, all the energy that reaches earth from the sun 365 00:17:11,430 --> 00:17:13,950 is converted into thermal energy, 366 00:17:13,950 --> 00:17:17,280 and then it's radiated back into space. 367 00:17:17,280 --> 00:17:19,680 But in fact, it's the same amount. 368 00:17:19,680 --> 00:17:21,780 I know this is a- - You do know this is... 369 00:17:21,780 --> 00:17:23,114 - I'm a PhD physicist. 370 00:17:23,114 --> 00:17:25,364 - Oh, okay, but anyway, so... - I trust you. 371 00:17:27,660 --> 00:17:29,820 The increase in entropy can be seen 372 00:17:29,820 --> 00:17:32,460 in the relative number of photons arriving at 373 00:17:32,460 --> 00:17:34,770 and leaving the earth. 374 00:17:34,770 --> 00:17:38,070 For each photon received from the sun, 375 00:17:38,070 --> 00:17:40,650 20 photons are emitted, 376 00:17:40,650 --> 00:17:42,960 and everything that happens on earth, 377 00:17:42,960 --> 00:17:46,980 plants growing, trees falling, herds stampeding, 378 00:17:46,980 --> 00:17:49,830 hurricanes and tornadoes, people eating, 379 00:17:49,830 --> 00:17:51,330 sleeping, and breathing. 380 00:17:51,330 --> 00:17:55,440 All of it happens in the process of converting fewer, 381 00:17:55,440 --> 00:17:57,000 higher energy photons 382 00:17:57,000 --> 00:18:01,050 into 20 times as many lower energy photons. 383 00:18:01,050 --> 00:18:03,420 Without a source of concentrated energy 384 00:18:03,420 --> 00:18:06,870 and a way to discard the spread out energy, 385 00:18:06,870 --> 00:18:10,320 life on earth would not be possible. 386 00:18:10,320 --> 00:18:12,660 It has even been suggested that life itself 387 00:18:12,660 --> 00:18:16,200 may be a consequence of the second law of thermodynamics. 388 00:18:16,200 --> 00:18:19,020 If the universe tends toward maximum entropy, 389 00:18:19,020 --> 00:18:23,520 then life offers a way to accelerate that natural tendency, 390 00:18:23,520 --> 00:18:26,280 because life is spectacularly good 391 00:18:26,280 --> 00:18:29,970 at converting low entropy into high entropy. 392 00:18:29,970 --> 00:18:32,850 For example, the surface layer of seawater produces 393 00:18:32,850 --> 00:18:37,850 between 30 to 680% more entropy when cyanobacteria 394 00:18:38,970 --> 00:18:42,780 and other organic matter is present than when it's not. 395 00:18:42,780 --> 00:18:45,360 Jeremy England takes this one step further. 396 00:18:45,360 --> 00:18:48,030 He's proposed that if there is a constant stream 397 00:18:48,030 --> 00:18:51,210 of clumped up energy, this could favor structures 398 00:18:51,210 --> 00:18:53,460 that dissipate that energy. 399 00:18:53,460 --> 00:18:55,170 And over time, this results 400 00:18:55,170 --> 00:18:57,540 in better and better energy dissipators, 401 00:18:57,540 --> 00:19:00,120 eventually resulting in life. 402 00:19:00,120 --> 00:19:01,327 Or in his own words, 403 00:19:01,327 --> 00:19:03,990 "You start with a random clump of atoms, 404 00:19:03,990 --> 00:19:06,420 and if you shine light on it for long enough, 405 00:19:06,420 --> 00:19:09,867 it should not be so surprising that you get a plant." 406 00:19:11,190 --> 00:19:15,420 So life on earth survives on the low entropy from the sun, 407 00:19:15,420 --> 00:19:19,410 but then where did the sun get its low entropy? 408 00:19:19,410 --> 00:19:22,590 The answer is the universe. 409 00:19:22,590 --> 00:19:25,020 If we know that the total entropy of the universe 410 00:19:25,020 --> 00:19:29,550 is increasing with time, then it was lower entropy yesterday 411 00:19:29,550 --> 00:19:31,920 and even lower entropy the day before that, 412 00:19:31,920 --> 00:19:34,713 and so on, all the way back to the Big Bang. 413 00:19:37,110 --> 00:19:38,970 So right after the Big Bang, 414 00:19:38,970 --> 00:19:41,730 that is when the entropy was lowest. 415 00:19:41,730 --> 00:19:44,700 This is known as the past hypothesis. 416 00:19:44,700 --> 00:19:47,250 It doesn't explain why the entropy was low, 417 00:19:47,250 --> 00:19:49,290 just that it must have been that way for the universe 418 00:19:49,290 --> 00:19:51,840 to unfold as it has. 419 00:19:51,840 --> 00:19:54,720 But the early universe was hot, dense, 420 00:19:54,720 --> 00:19:56,910 and almost completely uniform. 421 00:19:56,910 --> 00:19:59,220 I mean, everything was mixed and the temperature 422 00:19:59,220 --> 00:20:01,500 was basically the same everywhere, 423 00:20:01,500 --> 00:20:05,880 varying by at most 0.001%. 424 00:20:05,880 --> 00:20:09,000 So how is this low entropy? 425 00:20:09,000 --> 00:20:11,850 Well, the thing we've left out is gravity. 426 00:20:11,850 --> 00:20:15,000 Gravity tends to clump matter together. 427 00:20:15,000 --> 00:20:16,830 So taking gravity into account, 428 00:20:16,830 --> 00:20:19,230 having matter all spread out like this, 429 00:20:19,230 --> 00:20:21,960 would be an extremely unlikely state, 430 00:20:21,960 --> 00:20:24,663 and that is why it's low entropy. 431 00:20:26,520 --> 00:20:29,610 Over time, as the universe expanded and cooled, 432 00:20:29,610 --> 00:20:33,150 matter started to clump together in more dense regions. 433 00:20:33,150 --> 00:20:36,540 And in doing so, enormous amounts of potential energy 434 00:20:36,540 --> 00:20:38,220 were turned into kinetic energy. 435 00:20:38,220 --> 00:20:41,610 And this energy could also be used 436 00:20:41,610 --> 00:20:44,643 like how water flowing downhill can power a turbine. 437 00:20:45,480 --> 00:20:48,510 But as bits of matter started hitting each other, 438 00:20:48,510 --> 00:20:51,540 some of their kinetic energy was converted into heat. 439 00:20:51,540 --> 00:20:55,170 So the amount of useful energy decreased. 440 00:20:55,170 --> 00:20:58,050 Thereby, increasing entropy. 441 00:20:58,050 --> 00:21:01,620 Over time, the useful energy was used. 442 00:21:01,620 --> 00:21:06,300 In doing so, stars, planets, galaxies, and life were formed, 443 00:21:06,300 --> 00:21:09,180 increasing entropy all along. 444 00:21:09,180 --> 00:21:11,340 The universe started with around 10 445 00:21:11,340 --> 00:21:15,090 to the 88 Boltzmann constants worth of entropy. 446 00:21:15,090 --> 00:21:17,700 Nowadays, all the stars in the observable universe 447 00:21:17,700 --> 00:21:20,790 have about 9.5 times 10 to the 80. 448 00:21:20,790 --> 00:21:23,550 The interstellar and intergalactic medium combined 449 00:21:23,550 --> 00:21:25,740 have almost 10 times more, 450 00:21:25,740 --> 00:21:29,640 but still only a fraction of the early universe. 451 00:21:29,640 --> 00:21:31,650 A lot more is contained in neutrinos 452 00:21:31,650 --> 00:21:34,503 and in photons of the cosmic microwave background. 453 00:21:36,870 --> 00:21:39,750 In 1972, Jacob Bekenstein proposed 454 00:21:39,750 --> 00:21:43,420 another source of entropy, black holes. 455 00:21:46,260 --> 00:21:48,510 He suggested that the entropy of a black hole 456 00:21:48,510 --> 00:21:51,090 should be proportional to its surface area. 457 00:21:51,090 --> 00:21:55,350 So as a black hole grows, its entropy increases. 458 00:21:55,350 --> 00:21:58,410 Famous physicists thought the idea was nonsense 459 00:21:58,410 --> 00:21:59,820 and for good reason. 460 00:21:59,820 --> 00:22:01,920 According to classical thermodynamics, 461 00:22:01,920 --> 00:22:03,600 if black holes have entropy, 462 00:22:03,600 --> 00:22:05,970 then they should also have a temperature. 463 00:22:05,970 --> 00:22:09,090 But if they have temperatures, they should emit radiation 464 00:22:09,090 --> 00:22:11,193 and not be black after all. 465 00:22:12,750 --> 00:22:15,660 The person who set out to prove Bekenstein wrong 466 00:22:15,660 --> 00:22:17,490 was Stephen Hawking. 467 00:22:17,490 --> 00:22:20,940 But to his surprise, his results showed that black holes 468 00:22:20,940 --> 00:22:24,870 do emit radiation, now known as Hawking radiation, 469 00:22:24,870 --> 00:22:27,360 and they do have a temperature. 470 00:22:27,360 --> 00:22:29,340 The black hole at the center of the Milky Way 471 00:22:29,340 --> 00:22:33,240 has a temperature of about a hundred trillionth of a Kelvin, 472 00:22:33,240 --> 00:22:36,270 emitting radiation that is far too weak to detect. 473 00:22:36,270 --> 00:22:38,010 So still pretty black. 474 00:22:38,010 --> 00:22:40,980 But Hawking confirmed that black holes have entropy 475 00:22:40,980 --> 00:22:43,110 and Bekenstein was right. 476 00:22:43,110 --> 00:22:46,140 Hawking was able to refine Bekenstein's proposal 477 00:22:46,140 --> 00:22:49,230 and determine just how much entropy they have. 478 00:22:49,230 --> 00:22:51,960 The super massive black hole at the center of the Milky Way 479 00:22:51,960 --> 00:22:56,190 has about 10 to the 91 Boltzmann constants of entropy. 480 00:22:56,190 --> 00:22:58,260 That is 1,000 times as much 481 00:22:58,260 --> 00:23:00,330 as the early observable universe, 482 00:23:00,330 --> 00:23:04,380 and 10 times more than all the other particles combined. 483 00:23:04,380 --> 00:23:06,630 And that is just one black hole. 484 00:23:06,630 --> 00:23:09,870 All black holes together account for 3 times 10 485 00:23:09,870 --> 00:23:12,993 to the 104 Boltzmann constants worth of entropy. 486 00:23:14,100 --> 00:23:17,550 So almost all the entropy of the universe 487 00:23:17,550 --> 00:23:19,650 is tied up in black holes. 488 00:23:19,650 --> 00:23:21,270 That means, the early universe 489 00:23:21,270 --> 00:23:26,270 only had about 0.000000000000003% of the entropy it has now. 490 00:23:31,590 --> 00:23:35,250 So the entropy was low, and everything that happens 491 00:23:35,250 --> 00:23:37,770 in the universe like planetary systems forming, 492 00:23:37,770 --> 00:23:40,500 galaxies merging, asteroids crashing, 493 00:23:40,500 --> 00:23:44,130 stars dying, to life itself flourishing, 494 00:23:44,130 --> 00:23:46,320 all of that can happen because the entropy 495 00:23:46,320 --> 00:23:50,130 of the universe was low and it has been increasing, 496 00:23:50,130 --> 00:23:52,740 and it all happens only in one direction. 497 00:23:52,740 --> 00:23:55,380 We never see an asteroid uncrash 498 00:23:55,380 --> 00:23:57,450 or a planetary system unmix 499 00:23:57,450 --> 00:24:00,390 into the cloud of dust and gas that made it up. 500 00:24:00,390 --> 00:24:03,270 There is a clear difference between going to the past 501 00:24:03,270 --> 00:24:07,500 and the future, and that difference comes from entropy. 502 00:24:07,500 --> 00:24:09,810 The fact that we are going from unlikely 503 00:24:09,810 --> 00:24:14,703 to more likely states is why there is an arrow of time. 504 00:24:16,830 --> 00:24:20,220 This is expected to continue until eventually, 505 00:24:20,220 --> 00:24:22,800 the energy gets spread out so completely 506 00:24:22,800 --> 00:24:26,430 that nothing interesting will ever happen again. 507 00:24:26,430 --> 00:24:29,940 This is the heat death of the universe. 508 00:24:29,940 --> 00:24:31,140 In the distant future, 509 00:24:31,140 --> 00:24:33,780 more than 10 to the 100 years from now, 510 00:24:33,780 --> 00:24:36,270 after the last black hole has evaporated, 511 00:24:36,270 --> 00:24:40,260 the universe will be in its most probable state. 512 00:24:40,260 --> 00:24:43,260 Now, even on large scales, you would not be able to tell 513 00:24:43,260 --> 00:24:46,830 the difference between time moving forwards or backwards, 514 00:24:46,830 --> 00:24:49,983 and the arrow of time itself would disappear. 515 00:24:52,980 --> 00:24:55,830 So it sounds like entropy is this awful thing 516 00:24:55,830 --> 00:24:57,240 that leads us inevitably 517 00:24:57,240 --> 00:25:00,150 towards the dullest outcome imaginable. 518 00:25:00,150 --> 00:25:03,420 But just because maximum entropy has low complexity 519 00:25:03,420 --> 00:25:07,020 does not mean that low entropy has maximum complexity. 520 00:25:07,020 --> 00:25:09,840 It's actually more like this tea and milk. 521 00:25:09,840 --> 00:25:12,870 I mean, holding it like this is not very interesting. 522 00:25:12,870 --> 00:25:17,220 But as I pour the milk in, the two start to mix 523 00:25:17,220 --> 00:25:20,220 and these beautiful patterns emerge. 524 00:25:20,220 --> 00:25:23,550 They arise in an instant and before you know it, 525 00:25:23,550 --> 00:25:26,490 they're gone back to being featureless. 526 00:25:26,490 --> 00:25:30,480 Both low and high entropy are low in complexity. 527 00:25:30,480 --> 00:25:33,330 It's in the middle where complex structures 528 00:25:33,330 --> 00:25:35,250 appear and thrive. 529 00:25:35,250 --> 00:25:37,590 And since that's where we find ourselves, 530 00:25:37,590 --> 00:25:41,613 let's make use of the low entropy we've got while we can. 531 00:25:47,610 --> 00:25:50,550 With the right tools, we can understand just about anything, 532 00:25:50,550 --> 00:25:52,380 from a cup of tea cooling down 533 00:25:52,380 --> 00:25:54,720 to the evolution of the entire universe. 534 00:25:54,720 --> 00:25:56,820 And if you're looking for a free and easy way 535 00:25:56,820 --> 00:25:59,250 to add powerful tools to your arsenal, 536 00:25:59,250 --> 00:26:00,090 then you should check out 537 00:26:00,090 --> 00:26:02,730 this video sponsor, brilliant.org. 538 00:26:02,730 --> 00:26:05,430 With Brilliant, you can master key concepts in everything 539 00:26:05,430 --> 00:26:08,550 from math and data science to programming and physics. 540 00:26:08,550 --> 00:26:10,470 All you need to do is set your goal, 541 00:26:10,470 --> 00:26:13,560 and Brilliant will design the perfect learning path for you, 542 00:26:13,560 --> 00:26:16,260 equipping you with all the tools you need to reach it. 543 00:26:16,260 --> 00:26:18,180 Want to learn how to think 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