Mikhail Lukin and Dolev Bluvstein explain how they used trapped atoms to create 48 logical qubits
One half of the Physics World 2024 Breakthrough of the Year has been awarded to Mikhail Lukin, Dolev Bluvstein and colleagues at Harvard University, the Massachusetts Institute of Technology and QuEra Computing for demonstrating quantum error correction on an atomic processor with 48 logical qubits.
In this episode of the Physics World Weekly podcast, Bluvstein and Lukin explain the crucial role that error correction is playing in the development of practical quantum computers. They also describe how atoms are moved around their quantum processor and why this coordinated motion allowed them to create logical qubits and use those qubits to perform quantum computations.
The Physics World 2024 Breakthrough of the Year also cites Hartmut Neven and colleagues at Google Quantum AI and their collaborators for implementing quantum error correction below the surface code threshold in a superconducting chip. Neven talks about his team’s accomplishments in this podcast.
Physics World‘s coverage of the Breakthrough of the Year is supported by Reports on Progress in Physics, which offers unparalleled visibility for your ground-breaking research.
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1 00:00:07,759 --> 00:00:10,800 Hello, and welcome to the Physics World Weekly 2 00:00:10,800 --> 00:00:12,820 podcast. I'm Hamish Johnston. 3 00:00:13,484 --> 00:00:16,125 This week, we're celebrating the winners of the 4 00:00:16,125 --> 00:00:17,105 Physics World 5 00:00:17,484 --> 00:00:20,385 breakthrough of the year award for 2024, 6 00:00:21,244 --> 00:00:22,945 and we have 2 podcasts 7 00:00:23,404 --> 00:00:25,024 for your listening pleasure. 8 00:00:25,910 --> 00:00:29,210 This episode is supported by the journal Reports 9 00:00:29,429 --> 00:00:31,289 on Progress in Physics, 10 00:00:31,829 --> 00:00:32,649 which offers 11 00:00:33,030 --> 00:00:33,530 unparalleled 12 00:00:34,070 --> 00:00:34,570 visibility 13 00:00:35,030 --> 00:00:36,250 for your groundbreaking 14 00:00:36,869 --> 00:00:37,369 research. 15 00:00:38,515 --> 00:00:41,814 This year's award is all about error correction 16 00:00:42,114 --> 00:00:43,575 in quantum computing, 17 00:00:44,034 --> 00:00:46,454 and we are honoring 2 independent 18 00:00:46,835 --> 00:00:47,335 teams. 19 00:00:48,114 --> 00:00:50,215 I've spoken to the lead researchers 20 00:00:50,730 --> 00:00:53,870 of both groups, and we're presenting those conversations 21 00:00:54,570 --> 00:00:56,750 in 2 different episodes. 22 00:00:57,450 --> 00:01:00,490 In this podcast, I'm in conversation with Mikhail 23 00:01:00,490 --> 00:01:02,750 Lukin and Dolev Blufstein 24 00:01:03,370 --> 00:01:04,670 at Harvard University, 25 00:01:05,245 --> 00:01:07,984 who, along with their colleagues, have implemented 26 00:01:08,525 --> 00:01:10,064 quantum error correction 27 00:01:10,444 --> 00:01:12,385 on an array of trapped 28 00:01:12,844 --> 00:01:14,144 atomic cubits. 29 00:01:14,924 --> 00:01:16,305 In a second podcast, 30 00:01:16,765 --> 00:01:18,144 I chat with Google's 31 00:01:18,444 --> 00:01:19,744 Hartmut Nevin, 32 00:01:20,420 --> 00:01:22,420 who leads a team that has made a 33 00:01:22,420 --> 00:01:23,479 major breakthrough 34 00:01:23,859 --> 00:01:24,759 in implementing 35 00:01:25,140 --> 00:01:26,680 quantum error correction 36 00:01:27,060 --> 00:01:28,119 in a processor 37 00:01:28,659 --> 00:01:29,479 that uses 38 00:01:29,780 --> 00:01:30,280 superconducting 39 00:01:30,739 --> 00:01:31,239 qubits. 40 00:01:32,259 --> 00:01:36,125 In principle, quantum computers can solve some problems 41 00:01:36,185 --> 00:01:37,564 that cannot be computed 42 00:01:37,864 --> 00:01:39,405 on conventional processors. 43 00:01:40,424 --> 00:01:42,524 However, the quantum processors 44 00:01:42,825 --> 00:01:43,884 available today 45 00:01:44,265 --> 00:01:45,405 are very susceptible 46 00:01:45,944 --> 00:01:47,724 to disruption by environmental 47 00:01:48,104 --> 00:01:48,604 noise, 48 00:01:49,010 --> 00:01:50,150 and this destroys 49 00:01:50,450 --> 00:01:53,810 the delicate quantum states that are used to 50 00:01:53,810 --> 00:01:55,270 store and process 51 00:01:55,810 --> 00:01:56,310 information. 52 00:01:57,010 --> 00:01:59,350 When quantum computing was first proposed, 53 00:01:59,730 --> 00:02:02,709 some physicists thought that this problem was insurmountable. 54 00:02:03,614 --> 00:02:06,655 But thanks to the development of quantum error 55 00:02:06,655 --> 00:02:07,155 correction, 56 00:02:07,775 --> 00:02:08,275 practical 57 00:02:08,655 --> 00:02:09,715 quantum computers 58 00:02:10,014 --> 00:02:12,115 that can solve useful problems 59 00:02:12,495 --> 00:02:14,354 could soon be a reality. 60 00:02:15,639 --> 00:02:17,819 This year, we awarded half 61 00:02:18,120 --> 00:02:19,180 of the 2024 62 00:02:19,959 --> 00:02:23,479 breakthrough of the year to Mikhail Lukin and 63 00:02:23,479 --> 00:02:23,979 Dolev 64 00:02:24,360 --> 00:02:24,860 Blufstein, 65 00:02:25,719 --> 00:02:27,900 and colleagues at Harvard University, 66 00:02:28,439 --> 00:02:29,180 the Massachusetts 67 00:02:29,560 --> 00:02:30,780 Institute of Technology, 68 00:02:31,775 --> 00:02:33,074 and CUERA Computing. 69 00:02:34,094 --> 00:02:35,474 And that's for demonstrating 70 00:02:35,935 --> 00:02:37,555 quantum error correction 71 00:02:37,935 --> 00:02:39,715 on an atomic processor 72 00:02:40,094 --> 00:02:40,915 with 48 73 00:02:41,455 --> 00:02:42,675 logical cubits. 74 00:02:43,455 --> 00:02:46,354 I'm very pleased to have Dolev and Mikhail 75 00:02:46,860 --> 00:02:49,280 on the line from Cambridge, Massachusetts. 76 00:02:50,459 --> 00:02:52,879 Welcome to the podcast, and congratulations 77 00:02:53,500 --> 00:02:54,239 on achieving 78 00:02:54,620 --> 00:02:55,360 a remarkable 79 00:02:55,739 --> 00:02:57,840 breakthrough in quantum computing. 80 00:02:58,459 --> 00:02:58,959 Hello. 81 00:02:59,944 --> 00:03:02,264 So, Mikhail, I think my first question is 82 00:03:02,264 --> 00:03:03,004 for you. 83 00:03:03,625 --> 00:03:05,884 What is quantum error correction, 84 00:03:06,344 --> 00:03:07,965 and why is it necessary? 85 00:03:09,784 --> 00:03:11,639 Thank you, for having us. 86 00:03:12,840 --> 00:03:13,340 So 87 00:03:14,039 --> 00:03:15,719 I have to answer this question, I will 88 00:03:15,719 --> 00:03:17,240 maybe go back a little bit to a 89 00:03:17,240 --> 00:03:20,300 history of, quantum computing and quantum information, 90 00:03:21,080 --> 00:03:21,580 which, 91 00:03:23,080 --> 00:03:25,159 kind of the early ideas are now by 92 00:03:25,159 --> 00:03:27,615 now, maybe 40 years old or so. 93 00:03:28,094 --> 00:03:30,754 And, when people started realizing that, 94 00:03:31,775 --> 00:03:34,514 you can use the ideas of quantum superposition 95 00:03:35,135 --> 00:03:37,555 and quantum entanglement to build new 96 00:03:38,175 --> 00:03:40,435 quantum information processing systems, 97 00:03:44,000 --> 00:03:46,180 From the very beginning, there was a concern 98 00:03:46,319 --> 00:03:48,879 whether you can actually realize such systems in 99 00:03:48,879 --> 00:03:49,539 in practice. 100 00:03:50,400 --> 00:03:50,900 And 101 00:03:51,360 --> 00:03:52,020 in particular, 102 00:03:52,319 --> 00:03:52,819 maybe 103 00:03:53,759 --> 00:03:55,939 around, like, 30 years ago where 104 00:03:56,634 --> 00:03:58,955 some of these early ideas started solid to 105 00:03:58,955 --> 00:04:01,614 solidify, for example, ideas of quantum simulations, 106 00:04:02,474 --> 00:04:05,215 the ideas of Shor's algorithms were put forward, 107 00:04:06,235 --> 00:04:09,040 people really started asking, you know, can quantum 108 00:04:09,180 --> 00:04:12,620 computers be built practical quantum computers be built 109 00:04:12,620 --> 00:04:13,840 be built and how? 110 00:04:14,300 --> 00:04:16,540 And already at that time, it was very 111 00:04:16,540 --> 00:04:18,800 clear. It will be a very challenging task. 112 00:04:19,180 --> 00:04:19,680 And, 113 00:04:21,420 --> 00:04:22,800 in particular, one 114 00:04:23,245 --> 00:04:25,665 challenge, I would say, is conceptual is that, 115 00:04:27,404 --> 00:04:28,464 it's very hard 116 00:04:29,004 --> 00:04:29,745 to put, 117 00:04:30,685 --> 00:04:33,485 a big system in a quantum superposition state. 118 00:04:33,485 --> 00:04:35,564 So at the kind of microscopic level, like 119 00:04:35,564 --> 00:04:36,464 single electrons, 120 00:04:37,000 --> 00:04:39,399 you know, single, you know, spins, you know, 121 00:04:39,800 --> 00:04:43,019 can be put routinely in a superposition state. 122 00:04:43,319 --> 00:04:45,720 But the big objects around us, you know, 123 00:04:45,720 --> 00:04:48,120 like, you know, this this span or this 124 00:04:48,120 --> 00:04:50,600 table, you know, while they're composed from quantum 125 00:04:50,600 --> 00:04:53,685 mechanical particles, you know, there is nothing quantum 126 00:04:53,685 --> 00:04:56,004 about them. Right? So big systems lose quantum 127 00:04:56,004 --> 00:04:58,824 character, and this is really fundamental. So 128 00:04:59,365 --> 00:05:00,185 in the, 129 00:05:01,444 --> 00:05:04,185 field of quantum computation, this specific example, 130 00:05:04,740 --> 00:05:05,240 this, 131 00:05:05,779 --> 00:05:07,779 issue shows up is that if you start 132 00:05:07,779 --> 00:05:10,180 building, for example, quantum computer and you build 133 00:05:10,180 --> 00:05:11,319 it from some kind of 134 00:05:11,699 --> 00:05:13,000 quantum logic operations, 135 00:05:13,540 --> 00:05:16,279 inevitably, there will be a small errors that, 136 00:05:17,060 --> 00:05:19,620 you know, will happen during this quantum logic 137 00:05:19,620 --> 00:05:20,120 operations. 138 00:05:20,634 --> 00:05:23,194 And these small errors eventually accumulate to make 139 00:05:23,194 --> 00:05:25,935 this, you know, the output completely classical. 140 00:05:26,314 --> 00:05:28,574 So it basically loses all quantum features. 141 00:05:29,194 --> 00:05:32,415 And, because of that, kind of early on, 142 00:05:32,634 --> 00:05:33,375 there were, 143 00:05:34,795 --> 00:05:35,339 kind of, 144 00:05:36,060 --> 00:05:37,899 there was a lot of excitement on one 145 00:05:37,899 --> 00:05:40,379 hand about quantum computers, but there was also 146 00:05:40,379 --> 00:05:41,199 a lot of skepticism. 147 00:05:41,500 --> 00:05:43,979 Right? And so and in particular, if you 148 00:05:43,979 --> 00:05:46,079 start looking at what type of error rates 149 00:05:46,459 --> 00:05:49,095 you need to really implement, you know, 150 00:05:49,894 --> 00:05:53,095 some, you know, interesting quantum algorithms at scale. 151 00:05:53,095 --> 00:05:55,894 These error rates are, you know, extremely low. 152 00:05:55,894 --> 00:05:56,634 You know? 153 00:05:57,014 --> 00:05:59,675 Well below 1 part per billion. You know? 154 00:05:59,975 --> 00:06:00,475 So 155 00:06:00,855 --> 00:06:01,355 and, 156 00:06:01,975 --> 00:06:02,954 for this reason, 157 00:06:03,574 --> 00:06:05,500 I mean, there was a little you know, 158 00:06:05,500 --> 00:06:08,379 some of the skeptics were actually very kind 159 00:06:08,379 --> 00:06:10,459 of prominent, you know, I would say, leaders 160 00:06:10,459 --> 00:06:12,139 on the field. We want you know, thought 161 00:06:12,139 --> 00:06:14,480 that, you know, while these quantum 162 00:06:14,860 --> 00:06:18,240 computers is really a furious dream, it's experimentally's 163 00:06:18,540 --> 00:06:20,785 nightmare. You know, it's really literally kind of 164 00:06:20,785 --> 00:06:23,425 impossible. It's impossible to reach such low error 165 00:06:23,425 --> 00:06:24,245 rates. And, 166 00:06:24,944 --> 00:06:27,665 and, already early on, there was an idea. 167 00:06:27,665 --> 00:06:28,964 Oh, okay. So in classical, 168 00:06:31,504 --> 00:06:35,430 computers or quantum classical information processing systems, you 169 00:06:35,430 --> 00:06:36,490 can often use 170 00:06:36,870 --> 00:06:37,529 some redundancy 171 00:06:38,069 --> 00:06:38,569 to, 172 00:06:39,430 --> 00:06:42,310 protect quantum information. And, you know, people started 173 00:06:42,310 --> 00:06:43,990 asking a question. So can you use this 174 00:06:43,990 --> 00:06:45,129 redundancy to 175 00:06:47,414 --> 00:06:49,194 basically preserve quantum information? 176 00:06:49,654 --> 00:06:52,154 And the answer, even conceptually at the time, 177 00:06:52,375 --> 00:06:53,115 was really, 178 00:06:54,214 --> 00:06:54,654 non, 179 00:06:55,094 --> 00:06:55,594 obvious, 180 00:06:56,854 --> 00:06:57,354 because, 181 00:07:00,569 --> 00:07:01,629 quantum information 182 00:07:02,009 --> 00:07:03,069 cannot be copied. 183 00:07:04,649 --> 00:07:07,289 Also, if you measure so to, like, utilize 184 00:07:07,289 --> 00:07:09,449 it done to see classically, you basically need 185 00:07:09,449 --> 00:07:09,949 to, 186 00:07:12,009 --> 00:07:13,149 measure state 187 00:07:13,644 --> 00:07:15,985 to verify where errors happen or not. 188 00:07:17,004 --> 00:07:19,104 In quantum mechanics, you basically cannot 189 00:07:19,404 --> 00:07:21,985 measure the state without collapsing this. 190 00:07:23,884 --> 00:07:25,805 And, you know, for this reason, it kind 191 00:07:25,805 --> 00:07:28,550 of seemed challenging that even in principle, you 192 00:07:28,550 --> 00:07:29,290 could use 193 00:07:29,750 --> 00:07:31,850 error correction to protect quantum information. 194 00:07:32,150 --> 00:07:32,650 Nevertheless, 195 00:07:34,710 --> 00:07:35,210 about, 196 00:07:35,910 --> 00:07:37,050 you know, 25, 197 00:07:38,550 --> 00:07:39,770 30 years ago, 198 00:07:42,514 --> 00:07:43,495 there was theoretically 199 00:07:43,954 --> 00:07:46,214 shown that you can actually use, 200 00:07:47,794 --> 00:07:50,134 this kind of redundancy. You can actually use 201 00:07:50,354 --> 00:07:50,854 entanglement 202 00:07:51,314 --> 00:07:51,814 to, 203 00:07:53,074 --> 00:07:54,935 store and protect quantum information. 204 00:07:55,629 --> 00:07:56,129 And 205 00:07:56,430 --> 00:07:58,449 I would say it was really this breakthrough 206 00:07:58,589 --> 00:07:59,569 that really 207 00:08:00,750 --> 00:08:02,050 kind of jump started 208 00:08:02,910 --> 00:08:05,330 this field as we know it now. 209 00:08:06,750 --> 00:08:08,370 I see. And, Dolev, 210 00:08:08,830 --> 00:08:10,564 an idea that's central 211 00:08:11,345 --> 00:08:12,884 to quantum error correction 212 00:08:13,904 --> 00:08:16,004 are the concepts of a physical 213 00:08:16,545 --> 00:08:17,444 and a logical 214 00:08:18,145 --> 00:08:18,645 cubit, 215 00:08:19,105 --> 00:08:21,504 and and that's something that was important in 216 00:08:21,504 --> 00:08:25,220 your research. Can you can you explain why 217 00:08:25,220 --> 00:08:26,680 quantum error correction 218 00:08:27,220 --> 00:08:27,720 considers 219 00:08:28,180 --> 00:08:28,680 physical 220 00:08:29,139 --> 00:08:31,699 and logical cubits? And and what are they? 221 00:08:31,699 --> 00:08:34,039 What what are the differences between the 2? 222 00:08:34,339 --> 00:08:37,000 Error correction is this really remarkable process, 223 00:08:39,065 --> 00:08:41,225 and, it uses physical cubits. And when we 224 00:08:41,225 --> 00:08:44,264 say physical cubits, we mean things like ions 225 00:08:44,264 --> 00:08:45,004 or superconductors 226 00:08:45,544 --> 00:08:46,044 or, 227 00:08:46,424 --> 00:08:48,904 you know, defects or spins, things that have 228 00:08:48,904 --> 00:08:49,500 two levels 229 00:08:50,299 --> 00:08:52,480 that are like a quantum two level system. 230 00:08:52,539 --> 00:08:54,220 And we have been studying these for roughly, 231 00:08:54,379 --> 00:08:56,879 like, almost a 100 years since the beginning 232 00:08:56,940 --> 00:08:57,679 of NMR, 233 00:08:58,299 --> 00:09:00,299 where people were using these for, you know, 234 00:09:00,299 --> 00:09:01,514 various different applications. 235 00:09:02,475 --> 00:09:02,715 And, 236 00:09:03,434 --> 00:09:05,754 the invention Misha mentioned from 30 years ago 237 00:09:05,754 --> 00:09:07,674 was the fact that you can actually put 238 00:09:07,674 --> 00:09:09,455 these together to make a logical qubit. 239 00:09:10,554 --> 00:09:11,054 And, 240 00:09:12,154 --> 00:09:13,915 the way that it works because you can't 241 00:09:13,915 --> 00:09:15,054 copy quantum information 242 00:09:15,870 --> 00:09:17,870 is what you do is you take this 243 00:09:17,870 --> 00:09:19,330 abstract unit of information, 244 00:09:19,710 --> 00:09:21,250 which is our logical qubit, 245 00:09:22,110 --> 00:09:23,649 and you use entanglement, 246 00:09:24,990 --> 00:09:27,570 these, you know, funny quantum correlations between particles 247 00:09:28,524 --> 00:09:31,165 to take this one logical cubit degree of 248 00:09:31,165 --> 00:09:34,225 freedom and delocalize it. You spread it across, 249 00:09:34,285 --> 00:09:36,384 you know, a large array of physical cubits. 250 00:09:37,165 --> 00:09:39,504 And now what happens is that this delocalized 251 00:09:39,644 --> 00:09:40,144 information 252 00:09:40,605 --> 00:09:41,345 is protected. 253 00:09:42,509 --> 00:09:45,169 Now, you know, if the environment comes in 254 00:09:45,629 --> 00:09:46,929 and tries to measure 255 00:09:47,470 --> 00:09:48,990 part of the system, if it looks at 256 00:09:48,990 --> 00:09:50,429 just one of the physical cubits in the 257 00:09:50,429 --> 00:09:52,990 system, it actually will not learn anything about 258 00:09:52,990 --> 00:09:55,409 the underlying stored delocalized state. 259 00:09:55,950 --> 00:09:57,009 And so 260 00:09:58,024 --> 00:10:01,144 that is what the physical mechanism is behind 261 00:10:01,144 --> 00:10:02,825 logical cubits, and that's how we take we 262 00:10:02,825 --> 00:10:05,404 use entanglement between physical cubits to make robust 263 00:10:05,785 --> 00:10:08,504 logical cubits, and it is truly remarkable that 264 00:10:08,504 --> 00:10:10,445 it is, you know, physically possible. 265 00:10:11,945 --> 00:10:14,639 That being said, it is clearly a completely 266 00:10:14,639 --> 00:10:15,539 different object 267 00:10:16,080 --> 00:10:18,799 than these physical cubits are. These physical cubits 268 00:10:18,799 --> 00:10:20,559 are these two level systems we've been working 269 00:10:20,559 --> 00:10:22,100 with for, you know, 270 00:10:22,399 --> 00:10:25,519 almost a century. These logical cubits are these, 271 00:10:25,519 --> 00:10:27,404 you know, highly entangled states, 272 00:10:28,605 --> 00:10:30,625 and is in in a sense an abstract 273 00:10:30,764 --> 00:10:33,004 unit of information. And now that we're starting 274 00:10:33,004 --> 00:10:34,845 to work with them in the lab, we 275 00:10:34,845 --> 00:10:36,524 see that there's many, many differences to the 276 00:10:36,524 --> 00:10:38,545 physical cubits that we're used to working with. 277 00:10:39,565 --> 00:10:40,065 And, 278 00:10:41,165 --> 00:10:43,049 perhaps one of the, you know, most 279 00:10:44,089 --> 00:10:46,089 key features there in terms of the difference 280 00:10:46,089 --> 00:10:48,350 between physical and logical cubits is that 281 00:10:48,730 --> 00:10:50,730 in a physical cubit, it's a quantum two 282 00:10:50,730 --> 00:10:51,470 level system. 283 00:10:52,009 --> 00:10:53,690 You can take this cubit and it can 284 00:10:53,690 --> 00:10:55,245 be in you know, you can just 285 00:10:55,804 --> 00:10:57,404 rotate it and put it in any state 286 00:10:57,404 --> 00:10:59,565 that you want. And that is, you know, 287 00:10:59,565 --> 00:11:01,245 for example, what people do when they do 288 00:11:01,245 --> 00:11:03,725 NMR is you have, you know, a spin 289 00:11:03,725 --> 00:11:05,565 and the spin can process, and it can 290 00:11:05,565 --> 00:11:07,725 be in any, you know, point of this, 291 00:11:07,725 --> 00:11:09,184 you know, qubit's 292 00:11:09,565 --> 00:11:10,384 phase space. 293 00:11:10,845 --> 00:11:13,250 But with logical cubits, it's very different. You 294 00:11:13,250 --> 00:11:15,350 can't do things like arbitrary 295 00:11:15,889 --> 00:11:17,830 rotations like we do in NMR. 296 00:11:18,210 --> 00:11:20,070 You can only do digital operations 297 00:11:20,929 --> 00:11:23,009 where the logical cubit and the still localized 298 00:11:23,009 --> 00:11:25,575 information can only do things that are exactly 299 00:11:25,575 --> 00:11:27,495 the operations that are allowed by this logical 300 00:11:27,495 --> 00:11:29,174 qubit. And in a sense, it starts to 301 00:11:29,174 --> 00:11:31,274 make quantum information processing more digital. 302 00:11:31,815 --> 00:11:34,375 And this also should parallel, you know, what 303 00:11:34,375 --> 00:11:36,154 we do with our classical computers, 304 00:11:36,870 --> 00:11:39,269 with classical computers, all of our information processing, 305 00:11:39,269 --> 00:11:40,950 the reason it's so robust is because it's 306 00:11:40,950 --> 00:11:43,830 digital. It works on bits, and the bits 307 00:11:43,830 --> 00:11:45,990 do, you know, precise logic operations that are 308 00:11:45,990 --> 00:11:48,090 insensitive to, for example, voltage fluctuations 309 00:11:48,629 --> 00:11:49,529 in your computer. 310 00:11:50,095 --> 00:11:53,294 And we have analog classical computers as well 311 00:11:53,294 --> 00:11:55,955 that are, you know, can do arbitrary rotations, 312 00:11:56,495 --> 00:11:59,134 and these things are much more similar to 313 00:11:59,134 --> 00:12:00,815 the physical cubits that we've been working with 314 00:12:00,815 --> 00:12:01,475 in the field, 315 00:12:02,174 --> 00:12:02,674 before. 316 00:12:03,230 --> 00:12:04,830 But now that we're working with logical cubits, 317 00:12:04,830 --> 00:12:07,470 we're really starting to explore digital processing, very 318 00:12:07,470 --> 00:12:08,990 similar to how we have digital processing with 319 00:12:08,990 --> 00:12:12,110 our classical computers. So there's various, you know, 320 00:12:12,110 --> 00:12:13,410 very important key differences, 321 00:12:13,870 --> 00:12:15,870 between these physical and logical cubits that we're 322 00:12:15,870 --> 00:12:17,170 starting to explore now. 323 00:12:17,495 --> 00:12:20,294 I see. And, Mikhail, can you can you 324 00:12:20,294 --> 00:12:20,794 explain 325 00:12:22,054 --> 00:12:24,714 or describe the the physical qubits 326 00:12:25,174 --> 00:12:27,414 that you use in your lab? Well, I 327 00:12:27,414 --> 00:12:30,294 suppose, in this specific bit of research that 328 00:12:30,294 --> 00:12:32,590 you and Dovlev have done. What what does 329 00:12:32,590 --> 00:12:34,129 the, what does the physical 330 00:12:34,670 --> 00:12:35,649 cubic comprise? 331 00:12:38,110 --> 00:12:39,009 These experiments 332 00:12:39,389 --> 00:12:39,889 utilize, 333 00:12:42,509 --> 00:12:43,009 isolated, 334 00:12:43,550 --> 00:12:46,690 trapped, neutral atoms, actually, rubidium atoms, 335 00:12:47,634 --> 00:12:49,654 which are individually trapped 336 00:12:50,034 --> 00:12:50,615 and held, 337 00:12:51,634 --> 00:12:54,514 in optical tweezers and tightly focused beams of 338 00:12:54,514 --> 00:12:55,495 beams of light. 339 00:12:56,274 --> 00:12:56,774 So 340 00:12:57,315 --> 00:12:58,995 to kind of take a step back, you 341 00:12:58,995 --> 00:13:00,674 know, this, of course, one of the many 342 00:13:00,674 --> 00:13:02,759 platforms that people are now exploring. 343 00:13:03,299 --> 00:13:04,600 So the reason why, 344 00:13:05,779 --> 00:13:08,679 neutral atoms is a promising platform is because, 345 00:13:10,419 --> 00:13:11,559 first of all, they 346 00:13:11,940 --> 00:13:15,684 have excellent coherence properties. So while isolated and 347 00:13:15,684 --> 00:13:16,664 held in tweezers, 348 00:13:17,205 --> 00:13:20,004 you can basically store quantum information for very 349 00:13:20,004 --> 00:13:22,725 long time for tens of seconds or kind 350 00:13:22,725 --> 00:13:24,825 of minutes. It's kind of almost like unlimited, 351 00:13:25,044 --> 00:13:25,625 you know, 352 00:13:26,125 --> 00:13:27,384 in increase in principle. 353 00:13:28,830 --> 00:13:30,529 And that's one important, 354 00:13:31,149 --> 00:13:32,370 feature. For example, 355 00:13:33,710 --> 00:13:34,210 atomic 356 00:13:34,910 --> 00:13:36,769 clocks, you know, some of the 357 00:13:37,149 --> 00:13:37,970 most precise 358 00:13:38,509 --> 00:13:39,649 precise instruments, 359 00:13:41,105 --> 00:13:43,825 scientific instruments that humankind ever built, you know, 360 00:13:43,825 --> 00:13:44,884 utilize now 361 00:13:45,345 --> 00:13:47,605 neutral atoms, trapped neutral atoms. 362 00:13:47,985 --> 00:13:50,304 So and the second thing which is also 363 00:13:50,304 --> 00:13:51,684 very important is that 364 00:13:52,449 --> 00:13:54,870 in print in principle and also in practice, 365 00:13:54,929 --> 00:13:55,909 you know, you can, 366 00:13:57,570 --> 00:13:58,070 create 367 00:13:58,449 --> 00:13:59,669 a very large, 368 00:14:01,730 --> 00:14:03,909 number of this kind of, you know, 369 00:14:04,610 --> 00:14:05,350 of the, 370 00:14:05,970 --> 00:14:07,454 atoms. And, basically, 371 00:14:08,554 --> 00:14:10,815 I should also point out that our experiments 372 00:14:11,834 --> 00:14:13,995 make use of this so called laser cooling 373 00:14:13,995 --> 00:14:16,414 and trapping techniques. So they're actually room temperature 374 00:14:16,634 --> 00:14:20,075 systems, but their atomic motion is slowed down 375 00:14:20,075 --> 00:14:21,929 by essentially buffing the atoms 376 00:14:22,250 --> 00:14:23,389 in a beam of, 377 00:14:24,490 --> 00:14:26,169 beams of light of certain color. And as 378 00:14:26,169 --> 00:14:28,589 a result, they basically come to the standstill. 379 00:14:29,129 --> 00:14:31,769 So each of our experiments starts with a 380 00:14:31,769 --> 00:14:35,450 cloud which contains, you know, basically many millions 381 00:14:35,450 --> 00:14:36,990 of tens of millions of 382 00:14:37,304 --> 00:14:39,945 motionless atoms, which are, of course, fantastic, you 383 00:14:39,945 --> 00:14:41,004 know, initial, 384 00:14:43,384 --> 00:14:44,845 step, you know, to create, 385 00:14:45,625 --> 00:14:46,605 a lot of qubits. 386 00:14:48,745 --> 00:14:49,804 But the challenge 387 00:14:50,179 --> 00:14:52,339 now is not just to create these qubits, 388 00:14:52,339 --> 00:14:54,179 but also to control them. And that's why 389 00:14:54,179 --> 00:14:56,659 we use this kind of optical techniques, the 390 00:14:56,659 --> 00:14:57,799 techniques from holography, 391 00:14:58,740 --> 00:15:00,440 to basically create a large, 392 00:15:03,220 --> 00:15:04,039 number of 393 00:15:05,235 --> 00:15:08,195 tweezers and trap the atoms there. There is 394 00:15:08,195 --> 00:15:09,335 one other challenge, 395 00:15:10,035 --> 00:15:12,035 and that is the atoms in the gas 396 00:15:12,035 --> 00:15:12,535 phase 397 00:15:13,075 --> 00:15:15,715 basically don't interact with each other, don't talk 398 00:15:15,715 --> 00:15:17,394 to each other. So in order to entangle 399 00:15:17,394 --> 00:15:19,254 them, to make quantum logic, 400 00:15:19,649 --> 00:15:21,350 we actually use lasers 401 00:15:21,809 --> 00:15:23,970 to promote the atoms into the so called 402 00:15:23,970 --> 00:15:25,889 Rydberg states. So the Rydberg states are the 403 00:15:25,889 --> 00:15:29,649 states where, electrons orbit, you know, very far 404 00:15:29,649 --> 00:15:32,404 away from the nuclear. So so the atoms, 405 00:15:33,985 --> 00:15:36,464 in this state, say, basically, can be thought 406 00:15:36,464 --> 00:15:38,404 of having kind of a large size. 407 00:15:38,784 --> 00:15:40,384 And then as a result of that, they 408 00:15:40,384 --> 00:15:42,865 really start interacting very strongly to each other. 409 00:15:42,865 --> 00:15:43,365 And 410 00:15:43,759 --> 00:15:46,100 in particular, to entangle these atoms, 411 00:15:47,120 --> 00:15:47,620 and, 412 00:15:48,159 --> 00:15:50,480 do quantum logic, we utilize something which is 413 00:15:50,480 --> 00:15:52,720 called Rydberg blockade. So that's the idea, which 414 00:15:52,720 --> 00:15:53,220 is, 415 00:15:53,600 --> 00:15:55,600 by now almost 25 years old. 416 00:15:56,345 --> 00:15:58,184 But it kind of, in the recent years, 417 00:15:58,184 --> 00:16:00,845 really proved to be kind of remarkably fruitful. 418 00:16:01,465 --> 00:16:01,865 And, 419 00:16:02,745 --> 00:16:04,904 and the the key idea of this Lydberg 420 00:16:04,904 --> 00:16:06,125 blockade is that 421 00:16:06,904 --> 00:16:07,725 you can basically 422 00:16:08,105 --> 00:16:09,404 consider 2 atoms, 423 00:16:10,299 --> 00:16:12,139 which you excite to the Rydberg states. If 424 00:16:12,139 --> 00:16:14,779 they sit far away, then, essentially, you can 425 00:16:14,779 --> 00:16:17,360 excite them independently. But when you bring them 426 00:16:17,419 --> 00:16:19,579 close to each other, then what happens is 427 00:16:19,579 --> 00:16:21,179 if one of the atoms is excited to 428 00:16:21,179 --> 00:16:23,500 the Rydberg state, the excitation for the second 429 00:16:23,500 --> 00:16:24,315 atom is blocked. 430 00:16:25,274 --> 00:16:28,394 And what this mechanism does, it basically makes 431 00:16:28,394 --> 00:16:30,894 the interaction of the atoms between the atoms 432 00:16:31,195 --> 00:16:33,995 almost digital. So if they're far away, they 433 00:16:33,995 --> 00:16:35,835 don't talk to each other. If they're close 434 00:16:35,835 --> 00:16:37,855 to each other, the interaction is nearly infinity. 435 00:16:38,750 --> 00:16:40,690 And that actually allows us 436 00:16:41,629 --> 00:16:42,110 to, 437 00:16:43,629 --> 00:16:44,129 entangle, 438 00:16:44,990 --> 00:16:45,809 the atoms, 439 00:16:47,950 --> 00:16:49,250 with very low errors. 440 00:16:49,710 --> 00:16:53,085 And in particular, it also enables us to 441 00:16:53,085 --> 00:16:56,445 entangle many pairs of atoms in parallel. So 442 00:16:56,445 --> 00:16:58,125 that is something that we will maybe talk 443 00:16:58,125 --> 00:16:59,985 about a little bit later. So, 444 00:17:00,365 --> 00:17:04,204 basically, these optical tools combined with this Littburg 445 00:17:04,204 --> 00:17:04,704 blockade 446 00:17:05,759 --> 00:17:08,420 is what enables, you know, high fidelity 447 00:17:09,440 --> 00:17:11,779 or in other words, low error rate, you 448 00:17:11,920 --> 00:17:12,660 know, parallel, 449 00:17:13,279 --> 00:17:14,500 control and entanglement 450 00:17:15,279 --> 00:17:17,279 of 100 of atoms at a time. You 451 00:17:17,279 --> 00:17:19,234 know? And this is an essential 452 00:17:19,855 --> 00:17:22,494 ingredient which actually allows us to do this 453 00:17:22,494 --> 00:17:24,894 kind of logical you know, build these logical 454 00:17:24,894 --> 00:17:26,914 processors kind of in a very efficient, 455 00:17:28,095 --> 00:17:28,595 way. 456 00:17:29,695 --> 00:17:31,295 And can I just ask you, 457 00:17:31,695 --> 00:17:32,195 Mikael, 458 00:17:33,214 --> 00:17:35,630 how how big is this 459 00:17:36,009 --> 00:17:36,509 cloud 460 00:17:36,809 --> 00:17:38,809 of atoms? Just to give our listeners an 461 00:17:38,809 --> 00:17:40,350 idea of the size of 462 00:17:40,730 --> 00:17:42,890 of, I mean, I know you've probably got 463 00:17:42,890 --> 00:17:44,670 a huge vacuum chamber, etcetera, 464 00:17:45,049 --> 00:17:46,430 but the actual cloud. 465 00:17:46,765 --> 00:17:48,845 The actual you know, the size of the 466 00:17:48,845 --> 00:17:49,345 processor, 467 00:17:50,444 --> 00:17:52,765 you know, which traps these atoms, you know, 468 00:17:52,765 --> 00:17:55,424 and basically allows us to kind of manipulate, 469 00:17:57,804 --> 00:17:58,605 the this 470 00:17:59,240 --> 00:18:01,980 this atoms is a couple of 100 microns. 471 00:18:02,200 --> 00:18:04,619 You know, it's actually, you know, relatively small. 472 00:18:06,039 --> 00:18:08,299 But even this even this, 473 00:18:08,840 --> 00:18:12,279 zone is actually kind of divided into small 474 00:18:12,279 --> 00:18:12,734 parts, 475 00:18:13,134 --> 00:18:15,134 smaller parts, and one of them is like 476 00:18:15,134 --> 00:18:18,015 a storage zone. Another one is the zone 477 00:18:18,015 --> 00:18:20,015 where we do logic and entangling zone, and 478 00:18:20,015 --> 00:18:21,775 another one is on the zone where we 479 00:18:21,775 --> 00:18:22,994 do kind of readout. 480 00:18:23,454 --> 00:18:24,914 And, actually, one other 481 00:18:26,609 --> 00:18:29,410 innovation now going to 2020, which actually really 482 00:18:29,410 --> 00:18:30,789 fueled with this development, 483 00:18:31,170 --> 00:18:32,769 was actually led by the left, 484 00:18:35,410 --> 00:18:36,230 was to 485 00:18:38,875 --> 00:18:39,375 realize 486 00:18:39,755 --> 00:18:40,634 what we call, 487 00:18:42,154 --> 00:18:42,894 the configurable, 488 00:18:43,835 --> 00:18:44,335 architecture. 489 00:18:44,634 --> 00:18:46,894 So and to explain it, you know, 490 00:18:47,515 --> 00:18:49,454 like, let's think about how 491 00:18:50,075 --> 00:18:50,815 the conventional, 492 00:18:51,434 --> 00:18:54,670 you know, chips, you know, semiconductor chips. So, 493 00:18:55,210 --> 00:18:56,970 you know, you what you do, you know, 494 00:18:56,970 --> 00:18:58,730 you design this chip, you design this, you 495 00:18:58,730 --> 00:19:01,150 know, transistors, you design that, you know, connectivity, 496 00:19:01,849 --> 00:19:04,250 and then you basically, you know, send it 497 00:19:04,250 --> 00:19:04,750 to, 498 00:19:07,404 --> 00:19:10,065 you know, to to the, you know, factory, 499 00:19:10,125 --> 00:19:11,184 you know, where basically, 500 00:19:12,284 --> 00:19:14,684 the state of the art technique uses optical 501 00:19:14,684 --> 00:19:17,884 lithography. Basically uses optical tools to define where 502 00:19:17,884 --> 00:19:18,284 this chip 503 00:19:19,004 --> 00:19:20,670 these transistors are going to be. 504 00:19:21,150 --> 00:19:22,609 And then eventually, this, 505 00:19:23,710 --> 00:19:24,210 this, 506 00:19:26,549 --> 00:19:27,230 you know, 507 00:19:27,710 --> 00:19:28,210 things, 508 00:19:29,710 --> 00:19:31,950 are made. But, basically, the point what I 509 00:19:31,950 --> 00:19:33,090 want to make is that 510 00:19:34,274 --> 00:19:34,934 the connectivity, 511 00:19:35,634 --> 00:19:36,294 the architecture 512 00:19:36,754 --> 00:19:37,734 of this chip 513 00:19:38,434 --> 00:19:40,454 is fixed at a design stage. 514 00:19:40,914 --> 00:19:43,335 So what happens is that using optical tweezers, 515 00:19:44,274 --> 00:19:46,454 we can actually move atoms around, 516 00:19:47,349 --> 00:19:50,490 and we move them while preserving the coherence, 517 00:19:50,630 --> 00:19:53,029 while preserving the stored qubit. So this is 518 00:19:53,029 --> 00:19:55,929 done by encoding qubits into so called hyperfine 519 00:19:55,990 --> 00:19:58,470 states, basically spin states of atoms where they 520 00:19:58,470 --> 00:20:00,704 can live for a very long time. And 521 00:20:00,944 --> 00:20:01,684 most importantly, 522 00:20:01,984 --> 00:20:03,984 you know, by moving the atoms around, you 523 00:20:03,984 --> 00:20:04,804 can basically 524 00:20:05,265 --> 00:20:06,404 create the, 525 00:20:08,224 --> 00:20:08,964 the architecture 526 00:20:09,664 --> 00:20:10,565 where the connectivity 527 00:20:10,865 --> 00:20:13,265 is like a living organism. It changes during 528 00:20:13,265 --> 00:20:15,670 the computation itself. And it, for example, allows 529 00:20:15,670 --> 00:20:18,410 us to move atoms between these different zones. 530 00:20:19,190 --> 00:20:20,470 It allows us to, 531 00:20:21,910 --> 00:20:24,470 you know, entangle atoms in parallel. You know? 532 00:20:24,470 --> 00:20:27,029 And it allows us to basically implement all 533 00:20:27,029 --> 00:20:28,009 necessary ingredients, 534 00:20:28,955 --> 00:20:30,174 for the logical cubits. 535 00:20:31,035 --> 00:20:33,695 So, Dov, in in your work, you created 536 00:20:33,914 --> 00:20:38,234 48 logical cubits using these physical cubits that 537 00:20:38,234 --> 00:20:39,214 Mikhail has, 538 00:20:39,914 --> 00:20:40,414 described. 539 00:20:41,035 --> 00:20:41,535 How 540 00:20:42,160 --> 00:20:44,000 how did you do this? I mean, is 541 00:20:44,000 --> 00:20:46,960 it possible to to describe it in simple 542 00:20:46,960 --> 00:20:50,420 terms? How how you take these physical cubits 543 00:20:50,480 --> 00:20:50,980 and 544 00:20:51,359 --> 00:20:54,019 sort of blend them together to make logical 545 00:20:54,079 --> 00:20:54,404 cubits? 546 00:20:55,845 --> 00:20:58,325 Yes. Absolutely. So maybe there's 2 two stages 547 00:20:58,325 --> 00:21:00,484 of answering your question. So one is, like, 548 00:21:00,484 --> 00:21:02,505 on a physical level, how does this even 549 00:21:02,644 --> 00:21:03,144 happen, 550 00:21:03,445 --> 00:21:05,285 like, on a quantum mechanical level? And then 551 00:21:05,285 --> 00:21:06,904 the other one is, how did we 552 00:21:07,285 --> 00:21:09,380 make how are we able to, you know, 553 00:21:09,380 --> 00:21:11,140 really simplify the problem to make it much 554 00:21:11,140 --> 00:21:13,059 easier than it has been historically in the 555 00:21:13,059 --> 00:21:13,559 field? 556 00:21:14,019 --> 00:21:14,500 And, 557 00:21:14,980 --> 00:21:16,920 the, to answer the first one, 558 00:21:17,460 --> 00:21:20,420 it's we're we're leveraging the fact that we 559 00:21:20,420 --> 00:21:21,559 can entangle particles 560 00:21:22,144 --> 00:21:24,704 by moving them around entangle these atomic cubits 561 00:21:24,704 --> 00:21:26,464 by moving them around and zapping them with 562 00:21:26,464 --> 00:21:27,825 the laser pulses when they're next to each 563 00:21:27,825 --> 00:21:29,044 other to entangle them. 564 00:21:29,585 --> 00:21:30,065 And, 565 00:21:30,384 --> 00:21:31,444 to create these, 566 00:21:32,544 --> 00:21:33,599 logical cubit states, 567 00:21:34,160 --> 00:21:36,160 similar to what I was describing earlier, we 568 00:21:36,160 --> 00:21:38,720 take this, you know, like, one qubit, for 569 00:21:38,720 --> 00:21:39,220 example, 570 00:21:39,759 --> 00:21:41,599 or a collection of qubits, and then we 571 00:21:41,599 --> 00:21:43,059 entangle it with its surrounding 572 00:21:43,519 --> 00:21:44,339 atomic qubits 573 00:21:44,720 --> 00:21:46,259 in a very structured way 574 00:21:46,640 --> 00:21:48,494 that spreads out this information. 575 00:21:49,194 --> 00:21:51,835 That creates this logical cubit once you create 576 00:21:51,835 --> 00:21:53,994 this entangled state. Now you have to do 577 00:21:53,994 --> 00:21:55,835 multiple important things to it that we were 578 00:21:55,835 --> 00:21:57,914 able to explore in our work. One is 579 00:21:57,914 --> 00:22:00,554 that you, you know, can now do logic 580 00:22:00,554 --> 00:22:01,054 operations 581 00:22:01,679 --> 00:22:03,139 between these logical cubits. 582 00:22:03,919 --> 00:22:04,419 And, 583 00:22:05,279 --> 00:22:06,880 that's actually one of the things that's the 584 00:22:06,880 --> 00:22:07,940 hardest to do. 585 00:22:08,480 --> 00:22:09,460 When we take, 586 00:22:10,159 --> 00:22:12,240 you know, this logical cubit and then spread 587 00:22:12,240 --> 00:22:14,835 it out across an array of physical cubits, 588 00:22:15,875 --> 00:22:17,474 And we might do this now on 2 589 00:22:17,474 --> 00:22:19,234 different blocks of qubits, and we'll have 2 590 00:22:19,234 --> 00:22:20,534 different, you know, 591 00:22:20,914 --> 00:22:21,414 delocalized, 592 00:22:23,234 --> 00:22:24,214 degrees of freedom. 593 00:22:24,595 --> 00:22:26,914 They're now protected from their environment because now 594 00:22:26,914 --> 00:22:29,019 the environment can't come in and measure this 595 00:22:29,019 --> 00:22:31,259 underlying state. But now it's also very hard 596 00:22:31,259 --> 00:22:32,240 to get them to interact. 597 00:22:32,779 --> 00:22:35,259 And actually in the field before, people had 598 00:22:35,259 --> 00:22:38,140 done quite, you know, nice work in creating 599 00:22:38,140 --> 00:22:39,039 logical cubits. 600 00:22:39,980 --> 00:22:42,220 But the really huge challenge was always getting 601 00:22:42,220 --> 00:22:43,904 them to interact Because now there are these, 602 00:22:43,904 --> 00:22:46,164 you know, just completely delocalized degrees of freedom. 603 00:22:46,384 --> 00:22:48,384 And for example, imagine that you have these 604 00:22:48,384 --> 00:22:50,544 2 delocalized degrees of freedom, and they're stuck 605 00:22:50,544 --> 00:22:52,464 next to each other on a chip or 606 00:22:52,464 --> 00:22:54,484 something with a fixed 2 d connectivity. 607 00:22:54,865 --> 00:22:56,224 But now it's very hard to get them 608 00:22:56,224 --> 00:22:57,904 to interact because they can only interact through 609 00:22:57,904 --> 00:23:00,700 some boundary, whereas they're, like, delocalized over space. 610 00:23:01,240 --> 00:23:03,880 So with our ability to move cubits around, 611 00:23:03,880 --> 00:23:05,240 what we can now do is we can 612 00:23:05,240 --> 00:23:06,299 actually pick up 613 00:23:06,680 --> 00:23:08,860 the 2 logical degrees of freedom, 614 00:23:09,240 --> 00:23:10,920 put them right on top of each other 615 00:23:10,920 --> 00:23:11,660 by interlacing 616 00:23:12,279 --> 00:23:14,234 the 2 grids of atomic cubits, 617 00:23:14,795 --> 00:23:16,894 And then by entangling all of the pairs 618 00:23:17,434 --> 00:23:19,755 of the, you know, underlying logical blocks, that 619 00:23:19,755 --> 00:23:22,335 realizes, like, a logical entangling operation. 620 00:23:23,434 --> 00:23:23,934 So 621 00:23:24,234 --> 00:23:26,234 that is how we do both the creation 622 00:23:26,234 --> 00:23:28,894 of the logical cubits as well as their 623 00:23:29,115 --> 00:23:29,615 operations. 624 00:23:30,720 --> 00:23:31,200 And, 625 00:23:31,680 --> 00:23:34,400 that is something that it was an extreme 626 00:23:34,400 --> 00:23:34,900 simplification. 627 00:23:35,680 --> 00:23:37,759 So one is it now by doing these 628 00:23:37,759 --> 00:23:39,619 gates in this way that we call transversal, 629 00:23:40,320 --> 00:23:41,759 where we can take these 2 degrees of 630 00:23:41,759 --> 00:23:44,025 freedom and interact them directly. It's an 631 00:23:44,744 --> 00:23:47,305 native logical operation that can just be directly 632 00:23:47,305 --> 00:23:47,805 done. 633 00:23:48,505 --> 00:23:50,345 The other thing that's really special that is 634 00:23:50,345 --> 00:23:52,184 related to what Misha said is it now 635 00:23:52,184 --> 00:23:54,345 allows us to start controlling things in much 636 00:23:54,345 --> 00:23:55,244 simpler ways. 637 00:23:55,865 --> 00:23:56,684 And in particular, 638 00:23:57,144 --> 00:24:00,679 you know, modern quantum processors have almost exclusively 639 00:24:00,740 --> 00:24:02,579 been built in this way where you have 640 00:24:02,579 --> 00:24:04,259 several cubits and you just add more and 641 00:24:04,259 --> 00:24:05,700 more cubits and you add more and more 642 00:24:05,700 --> 00:24:08,339 controls to control each cubit. But one of 643 00:24:08,339 --> 00:24:10,579 the big innovations in this work that made 644 00:24:10,579 --> 00:24:11,880 this so much simpler 645 00:24:12,259 --> 00:24:14,419 is that once we're starting to do error 646 00:24:14,419 --> 00:24:14,919 correction, 647 00:24:15,595 --> 00:24:17,595 all of the physical cubits within a logical 648 00:24:17,595 --> 00:24:18,095 cubit 649 00:24:18,714 --> 00:24:20,474 just need to do the exact same operation 650 00:24:20,474 --> 00:24:22,255 in order to realize a logical operation. 651 00:24:22,794 --> 00:24:24,894 So now in this zoned architecture 652 00:24:25,274 --> 00:24:27,515 that we're describing, we can also work with 653 00:24:27,515 --> 00:24:29,434 all these logical cubit blocks as if there's 654 00:24:29,434 --> 00:24:31,339 just one big atom essentially. 655 00:24:31,640 --> 00:24:33,480 And we take this one, you know, big 656 00:24:33,480 --> 00:24:35,000 atom and put it next to one other 657 00:24:35,000 --> 00:24:36,940 big atom and do this entangling 658 00:24:37,240 --> 00:24:39,880 logical operation in a single parallel step, and 659 00:24:39,880 --> 00:24:41,900 then can go and move these, you 660 00:24:42,279 --> 00:24:44,279 know, big qubits and interact them with other 661 00:24:44,279 --> 00:24:46,184 big qubits. And that was one of the 662 00:24:46,184 --> 00:24:47,644 things that was really central 663 00:24:47,944 --> 00:24:49,304 for us to be able to create such 664 00:24:49,304 --> 00:24:51,944 a large number of logical cubits and explore 665 00:24:51,944 --> 00:24:53,565 different types of interesting algorithms, 666 00:24:54,424 --> 00:24:56,505 with them. We were able to create 48 667 00:24:56,505 --> 00:24:59,619 of these small logical cubits using these approaches 668 00:24:59,619 --> 00:25:02,099 and do 100 of logical operations, whereas in 669 00:25:02,099 --> 00:25:04,259 the field, people had previously only done 1 670 00:25:04,259 --> 00:25:06,740 or 2. Before this work, we were also 671 00:25:06,740 --> 00:25:09,700 able to study things such as improving logic 672 00:25:09,700 --> 00:25:11,079 operations as we increase 673 00:25:11,380 --> 00:25:13,664 the size of the error correcting code and 674 00:25:13,664 --> 00:25:15,345 study a lot of really key features of 675 00:25:15,345 --> 00:25:18,085 what does error corrected quantum computation look like 676 00:25:18,144 --> 00:25:19,904 due to the fact that we can, you 677 00:25:19,904 --> 00:25:21,045 know, do this abstracted, 678 00:25:21,985 --> 00:25:24,144 control where we're working with logical cubits as 679 00:25:24,144 --> 00:25:25,680 the fundamental units of this processor. 680 00:25:26,240 --> 00:25:28,720 I see. And and, Mikhail, you you've got 681 00:25:28,720 --> 00:25:29,539 these 48 682 00:25:30,160 --> 00:25:33,360 logical cubits. Are you able to to actually 683 00:25:33,360 --> 00:25:34,900 do practical calculations 684 00:25:35,920 --> 00:25:38,740 with your system? Is there are there problems, 685 00:25:39,039 --> 00:25:40,500 you know, maybe even trivial 686 00:25:41,194 --> 00:25:43,994 computational problems that you can solve using it? 687 00:25:43,994 --> 00:25:45,835 Or is it very much a sort of 688 00:25:45,835 --> 00:25:46,815 proof of principle 689 00:25:47,755 --> 00:25:48,255 system? 690 00:25:49,194 --> 00:25:51,434 So maybe we'll answer this question in 2 691 00:25:51,434 --> 00:25:52,954 parts. I will start, and then I'll let 692 00:25:52,954 --> 00:25:55,159 Alef complete my answer. So, 693 00:25:55,700 --> 00:25:57,640 and, you know, to answer it, I maybe 694 00:25:57,779 --> 00:25:59,799 want to make a step back 695 00:26:00,500 --> 00:26:01,559 and, you know, 696 00:26:02,659 --> 00:26:04,119 mention that in addition 697 00:26:04,819 --> 00:26:07,315 to kind of building, you know, large scale 698 00:26:07,315 --> 00:26:10,054 quantum computer, another big challenge in the field 699 00:26:10,355 --> 00:26:12,934 is to identify what can we use these, 700 00:26:13,474 --> 00:26:15,315 you know, devices for. You know? How can 701 00:26:15,315 --> 00:26:16,615 they really help humankind? 702 00:26:18,125 --> 00:26:20,039 And you could say, well, I mean, it's 703 00:26:20,039 --> 00:26:21,579 kind of a, you know, 704 00:26:22,440 --> 00:26:24,519 funny question to ask for this field. So 705 00:26:24,519 --> 00:26:26,279 active and so on, but this is not 706 00:26:26,279 --> 00:26:28,919 unusual. So when I renew some new tool 707 00:26:28,919 --> 00:26:31,240 comes, you know, into play, you know, people 708 00:26:31,240 --> 00:26:34,365 often, you know, have hard time anticipating where 709 00:26:34,365 --> 00:26:36,625 it's, you know, going to be most, 710 00:26:37,085 --> 00:26:37,585 useful. 711 00:26:38,365 --> 00:26:40,125 But there is one area where it is 712 00:26:40,125 --> 00:26:42,305 very clear that this quantum computers, 713 00:26:43,644 --> 00:26:44,785 and quantum simulators, 714 00:26:46,045 --> 00:26:47,579 will have tremendous value, 715 00:26:47,899 --> 00:26:50,559 And that is in modeling and simulating, 716 00:26:53,099 --> 00:26:55,759 systems which have high degree of entanglement. 717 00:26:57,099 --> 00:26:59,039 And these type of, 718 00:27:00,140 --> 00:27:01,279 you know, systems 719 00:27:01,740 --> 00:27:04,914 occur in various areas of science, of physics 720 00:27:04,914 --> 00:27:05,575 in particular. 721 00:27:06,515 --> 00:27:07,975 Certainly, you know, 722 00:27:08,914 --> 00:27:11,255 many of the condensed matter models, 723 00:27:13,715 --> 00:27:16,434 feature, you know, so called strongly correlated systems. 724 00:27:16,434 --> 00:27:16,920 You know? 725 00:27:17,559 --> 00:27:18,220 You know, 726 00:27:18,759 --> 00:27:21,080 feature, you know, high degree of an or 727 00:27:21,080 --> 00:27:23,240 expect I expect it to feature feature high 728 00:27:23,240 --> 00:27:24,220 degree of entanglement. 729 00:27:25,160 --> 00:27:27,980 Another area which is actually also very exciting, 730 00:27:29,137 --> 00:27:29,355 is, 731 00:27:30,714 --> 00:27:31,214 involves, 732 00:27:31,835 --> 00:27:34,554 simulating system where you can build entanglement very 733 00:27:34,554 --> 00:27:35,054 quickly. 734 00:27:35,674 --> 00:27:36,174 And, 735 00:27:37,115 --> 00:27:38,095 this is actually, 736 00:27:39,194 --> 00:27:41,755 very interestingly connected to the physics of black 737 00:27:41,755 --> 00:27:44,670 holes. You know? So people believe that black 738 00:27:44,670 --> 00:27:46,190 holes, at least, you know, a kind of 739 00:27:46,589 --> 00:27:48,049 their quantum description, you know, 740 00:27:49,069 --> 00:27:49,569 involves 741 00:27:50,029 --> 00:27:52,910 this process, involve, you know, fast scrambling. You 742 00:27:52,910 --> 00:27:55,390 know? This is where you basically, you know, 743 00:27:55,390 --> 00:27:57,789 create entanglement kind of in the fastest way 744 00:27:57,789 --> 00:27:58,289 possible. 745 00:27:58,694 --> 00:28:01,494 And so one of the experiments we have 746 00:28:01,494 --> 00:28:04,214 done is actually exploring this kind of fast 747 00:28:04,214 --> 00:28:04,714 scrambling. 748 00:28:05,575 --> 00:28:07,734 And maybe I'll let Daleyf add because, you 749 00:28:07,734 --> 00:28:09,815 know, he's he was a mastermind of this, 750 00:28:09,815 --> 00:28:11,880 you know, specific. You know? 751 00:28:12,599 --> 00:28:15,480 Yeah. So following up on that. So maybe 752 00:28:15,480 --> 00:28:17,319 I will also take a step back about 753 00:28:17,319 --> 00:28:20,380 this quantum scrambling and say that one of 754 00:28:21,079 --> 00:28:23,720 the biggest open challenges in physics is we 755 00:28:23,720 --> 00:28:24,619 do not understand 756 00:28:25,000 --> 00:28:27,259 how quantum mechanics and gravity combine. 757 00:28:27,855 --> 00:28:29,855 It is, in my view as a physicist, 758 00:28:29,855 --> 00:28:31,934 one of the most interesting open questions of 759 00:28:31,934 --> 00:28:32,595 our time. 760 00:28:33,134 --> 00:28:35,234 And that is actually one of the places 761 00:28:35,375 --> 00:28:36,595 where quantum computers 762 00:28:37,054 --> 00:28:38,914 can almost certainly be very useful. 763 00:28:39,535 --> 00:28:40,035 And 764 00:28:40,539 --> 00:28:43,339 remarkably, we don't fully understand how quantum mechanics 765 00:28:43,339 --> 00:28:45,900 and gravity combine, but one of our best 766 00:28:45,900 --> 00:28:47,980 guesses in terms of how this might arise 767 00:28:47,980 --> 00:28:48,799 in our universe 768 00:28:49,180 --> 00:28:50,320 is that there's entanglement 769 00:28:51,180 --> 00:28:52,079 on some boundary 770 00:28:52,460 --> 00:28:53,355 in our universe, 771 00:28:53,755 --> 00:28:56,315 and the entanglement on this boundary gives an 772 00:28:56,315 --> 00:28:57,375 emergent gravitational 773 00:28:58,634 --> 00:29:01,054 description of the universe, which is amazing. 774 00:29:01,835 --> 00:29:02,335 And, 775 00:29:03,035 --> 00:29:06,075 however, it's really hard to make progress on 776 00:29:06,075 --> 00:29:07,994 some of these types of really complex quantum 777 00:29:07,994 --> 00:29:08,490 questions 778 00:29:08,970 --> 00:29:11,690 without a quantum calculator. We only have classical 779 00:29:11,690 --> 00:29:14,670 calculators, and we're trying to calculate these extremely 780 00:29:14,730 --> 00:29:15,230 complex 781 00:29:16,009 --> 00:29:17,309 things about the universe. 782 00:29:17,769 --> 00:29:19,929 So what we did here is a really, 783 00:29:19,929 --> 00:29:21,069 you know, like, toy 784 00:29:21,904 --> 00:29:23,585 study of those types of things, but we 785 00:29:23,585 --> 00:29:25,585 were able to, you know, study this complex 786 00:29:25,585 --> 00:29:26,085 scrambling. 787 00:29:26,625 --> 00:29:28,964 In particular, we entangle everything on hypercubes. 788 00:29:29,505 --> 00:29:31,365 One of the things that's special about hypercubes 789 00:29:31,424 --> 00:29:33,585 is they're very, very connected and that scrambles 790 00:29:33,585 --> 00:29:35,744 information very rapidly, very similar to a black 791 00:29:35,744 --> 00:29:36,244 hole. 792 00:29:36,779 --> 00:29:39,500 And, we didn't learn anything here about, you 793 00:29:39,500 --> 00:29:40,960 know, emergence of gravity 794 00:29:41,340 --> 00:29:44,059 from complex entangled systems, but it does start 795 00:29:44,059 --> 00:29:45,259 to give us a bit of a hint 796 00:29:45,259 --> 00:29:47,680 in terms of, you know, how we can, 797 00:29:47,980 --> 00:29:50,299 you know, what types of systems can we 798 00:29:50,299 --> 00:29:52,005 simulate with these logical qubits. 799 00:29:52,964 --> 00:29:53,285 And, 800 00:29:55,684 --> 00:29:57,125 if I can just nerd out for a 801 00:29:57,125 --> 00:29:59,045 second, one of the things that we did, 802 00:29:59,045 --> 00:30:01,144 which was really, you know, 803 00:30:02,085 --> 00:30:05,069 very tailored to this logical cubit processor here, 804 00:30:05,549 --> 00:30:07,549 is that once we're so we've we've had, 805 00:30:07,549 --> 00:30:09,329 you know, several decades of exploring, 806 00:30:09,869 --> 00:30:11,730 you know, processing with physical qubits. 807 00:30:12,589 --> 00:30:13,089 And 808 00:30:13,630 --> 00:30:16,190 physical qubits have very particular rules that we're 809 00:30:16,190 --> 00:30:17,089 used to following. 810 00:30:17,714 --> 00:30:19,394 And one of them is that, you know, 811 00:30:19,394 --> 00:30:21,954 it's very easy to do arbitrary rotations of 812 00:30:21,954 --> 00:30:23,794 cubits like we do in NMR, and it's 813 00:30:23,794 --> 00:30:25,015 very hard to do entanglement. 814 00:30:25,714 --> 00:30:27,794 In these, you know, first error corrected algorithms 815 00:30:27,794 --> 00:30:29,759 that we were doing with these logical cubits, 816 00:30:30,240 --> 00:30:31,599 one of the things that we saw is 817 00:30:31,599 --> 00:30:33,700 it's very hard to do arbitrary rotation, 818 00:30:34,400 --> 00:30:36,480 but it's very easy to create entanglement. So 819 00:30:36,480 --> 00:30:38,259 it actually very well suited to something 820 00:30:38,720 --> 00:30:40,579 like this black hole scrambling. 821 00:30:41,119 --> 00:30:43,119 And this was just one example of us 822 00:30:43,119 --> 00:30:45,214 doing quantum simulation with these air corrected cubits, 823 00:30:45,214 --> 00:30:47,714 but it starts to open a new scientific 824 00:30:47,775 --> 00:30:48,275 frontier 825 00:30:48,654 --> 00:30:51,375 of exploring how to do quantum simulations and 826 00:30:51,375 --> 00:30:52,195 quantum computations, 827 00:30:53,055 --> 00:30:55,455 in ways that are highly tailored to these, 828 00:30:55,455 --> 00:30:58,255 you know, new set of weird rules that 829 00:30:58,255 --> 00:31:00,180 we have to work with with logical cubits. 830 00:31:00,500 --> 00:31:02,820 And so we're not yet doing any practical 831 00:31:02,820 --> 00:31:06,100 calculations that are, you know, curing cancer or 832 00:31:06,100 --> 00:31:08,180 completely changing things like that. But what it 833 00:31:08,180 --> 00:31:09,940 is very clear is that in the near 834 00:31:09,940 --> 00:31:10,440 term 835 00:31:10,820 --> 00:31:12,660 and in all already what we've done and 836 00:31:12,660 --> 00:31:13,605 also in the near term, 837 00:31:14,404 --> 00:31:16,164 there will be a real value in just 838 00:31:16,164 --> 00:31:18,884 learning what these quantum computers can do from 839 00:31:18,884 --> 00:31:20,964 these types of experiments. So it's practical in 840 00:31:20,964 --> 00:31:22,744 that sense, but, yeah. 841 00:31:23,444 --> 00:31:24,884 Oh, that's great. I mean, I have to 842 00:31:24,884 --> 00:31:26,964 say, I wasn't expecting that you'd say black 843 00:31:26,964 --> 00:31:27,464 holes. 844 00:31:28,589 --> 00:31:30,990 So that's that's great. You learn learn something 845 00:31:30,990 --> 00:31:33,390 new every day. So what's what's next, 846 00:31:33,869 --> 00:31:34,849 for you guys? 847 00:31:35,390 --> 00:31:37,309 Mikhail, what what what do you have planned 848 00:31:37,309 --> 00:31:39,470 for the future? Are you are you going 849 00:31:39,470 --> 00:31:40,769 to try to create 850 00:31:41,150 --> 00:31:41,650 more 851 00:31:42,194 --> 00:31:44,755 logical cubits in your system? Or is there 852 00:31:44,755 --> 00:31:47,414 some other avenue that you can pursue to, 853 00:31:47,714 --> 00:31:49,815 sort of, to to gain your understanding 854 00:31:50,115 --> 00:31:52,694 of, of this quantum computer system? 855 00:31:53,794 --> 00:31:54,534 Yes. Certainly 856 00:31:55,714 --> 00:31:56,615 scaling up 857 00:31:57,059 --> 00:31:57,559 this, 858 00:31:58,420 --> 00:32:01,620 you know, quantum, you know, computation is definitely 859 00:32:01,620 --> 00:32:03,000 very much in our agenda. 860 00:32:03,539 --> 00:32:04,039 And, 861 00:32:05,059 --> 00:32:07,380 I would say that, you know, definitely one 862 00:32:07,380 --> 00:32:09,620 would like to have more logical qubits. You 863 00:32:09,620 --> 00:32:12,764 know? But most more importantly or equally important, 864 00:32:12,904 --> 00:32:15,944 one would like to actually improve these logical 865 00:32:15,944 --> 00:32:17,865 qubits. Right? Because, you know, even if we 866 00:32:17,865 --> 00:32:18,764 encode information, 867 00:32:19,944 --> 00:32:21,704 you know, at least up to now, what 868 00:32:21,704 --> 00:32:24,184 we and others have done is encoding offers 869 00:32:24,184 --> 00:32:26,609 some protection, but it's not, you know, I 870 00:32:26,609 --> 00:32:28,130 mean, it's not perfect. So we would like 871 00:32:28,130 --> 00:32:28,789 to actually, 872 00:32:29,250 --> 00:32:31,670 you know, make this logical qubit better, 873 00:32:32,369 --> 00:32:34,769 and then reduce error rates. And the key 874 00:32:34,769 --> 00:32:37,029 goal here is really to start, 875 00:32:37,730 --> 00:32:39,345 doing computation, which have 876 00:32:39,904 --> 00:32:42,085 computations, which have deeper circuits. 877 00:32:42,464 --> 00:32:42,964 So, 878 00:32:43,585 --> 00:32:44,484 I would say, 879 00:32:44,944 --> 00:32:46,944 you know, over last year, you know, in 880 00:32:46,944 --> 00:32:48,704 addition to the work that we have done, 881 00:32:48,704 --> 00:32:51,684 there was also some very nice experiments from 882 00:32:51,744 --> 00:32:54,565 across several different platforms. So for example, 883 00:32:55,190 --> 00:32:57,289 the very recent work of by Google, 884 00:32:57,990 --> 00:32:58,490 actually, 885 00:32:59,269 --> 00:33:02,069 demonstrated just one logical qubit, but what they 886 00:33:02,069 --> 00:33:03,769 have done is they basically, 887 00:33:05,109 --> 00:33:08,069 did experiments which involve multiple cycles of error 888 00:33:08,069 --> 00:33:10,744 correction. Alright? And it's kind of it's a 889 00:33:10,744 --> 00:33:12,585 little bit like scaling up if you want 890 00:33:12,585 --> 00:33:14,825 them on different axis as compared to what 891 00:33:14,825 --> 00:33:17,565 we have done. So but, but in reality, 892 00:33:17,785 --> 00:33:19,464 what one needs to do is one needs 893 00:33:19,464 --> 00:33:21,545 to really combine these two things, you know, 894 00:33:21,545 --> 00:33:23,085 to basically start implementing 895 00:33:23,670 --> 00:33:26,390 kind of, you know, deep circuits involving large 896 00:33:26,390 --> 00:33:29,750 number of of logical qubits and eventually try 897 00:33:29,750 --> 00:33:32,309 to, you know, figure out, you know, how 898 00:33:32,309 --> 00:33:33,930 to answer, you know, 899 00:33:34,710 --> 00:33:36,984 your previous question in different ways. You know? 900 00:33:36,984 --> 00:33:38,664 So the question is, what can we do 901 00:33:38,664 --> 00:33:40,524 with this kind of systems, basically? 902 00:33:41,144 --> 00:33:43,724 And, what emerged from our work 903 00:33:44,105 --> 00:33:44,845 is that 904 00:33:45,144 --> 00:33:48,105 answering this question would really real has to 905 00:33:48,105 --> 00:33:50,265 rely on this idea, which we sometimes call 906 00:33:50,265 --> 00:33:52,160 codesign. So if you have if you want 907 00:33:52,160 --> 00:33:54,880 to solve some specific problem. So what you 908 00:33:54,880 --> 00:33:55,700 like to do 909 00:33:56,000 --> 00:33:57,700 or you would need to do, basically, 910 00:33:58,240 --> 00:33:59,859 you need to think about algorithm 911 00:34:00,319 --> 00:34:01,539 to solve this problem, 912 00:34:02,000 --> 00:34:04,019 kind of codesigned with first 913 00:34:04,345 --> 00:34:06,825 error correcting code, which really fits this problem 914 00:34:06,825 --> 00:34:07,485 very well 915 00:34:07,865 --> 00:34:09,405 together with decoder, 916 00:34:09,785 --> 00:34:12,925 with compiler, and eventually with your hardware system. 917 00:34:12,985 --> 00:34:15,385 So this is it's very clear to us 918 00:34:15,385 --> 00:34:17,065 that for the next, you know, 5 years, 919 00:34:17,065 --> 00:34:19,144 maybe in the next decade, this is a 920 00:34:19,144 --> 00:34:20,099 way to make progress. 921 00:34:20,660 --> 00:34:22,739 And we are really excited about kind of 922 00:34:22,739 --> 00:34:25,160 starting to put these things together to really 923 00:34:25,380 --> 00:34:27,720 kind of, you know, you know, build, 924 00:34:28,180 --> 00:34:28,840 you know, 925 00:34:30,260 --> 00:34:31,720 systems and and 926 00:34:32,114 --> 00:34:34,195 come up with more examples where you can 927 00:34:34,195 --> 00:34:36,914 really, you know, enable, like, deep circuit kind 928 00:34:36,914 --> 00:34:37,574 of useful, 929 00:34:38,195 --> 00:34:40,594 quantum computation with, you know, large number of 930 00:34:40,594 --> 00:34:42,534 of qubits. Maybe I'll let Dolesv. 931 00:34:42,914 --> 00:34:44,514 Do you have anything to add to that, 932 00:34:44,514 --> 00:34:45,014 Dolesv? 933 00:34:45,650 --> 00:34:47,489 Yeah. Absolutely. So, yeah, I would say that 934 00:34:47,489 --> 00:34:49,170 last year, we learned a lot about how 935 00:34:49,170 --> 00:34:51,489 to do error corrected algorithms. Now, you know, 936 00:34:51,489 --> 00:34:52,550 it's a really important 937 00:34:53,010 --> 00:34:55,170 frontier to learn how to do deeper error 938 00:34:55,170 --> 00:34:56,070 corrected algorithms, 939 00:34:56,450 --> 00:34:57,829 and improve the performance. 940 00:34:59,144 --> 00:35:01,704 There is really exciting progress happening across the 941 00:35:01,704 --> 00:35:03,625 field, both, you know, between, you know, neutral 942 00:35:03,625 --> 00:35:05,305 atoms, trapped ions, who are gonna think you, 943 00:35:05,305 --> 00:35:07,144 but people are really starting to experiment with 944 00:35:07,144 --> 00:35:09,065 these systems. And I think one of the 945 00:35:09,065 --> 00:35:09,885 things that 946 00:35:10,210 --> 00:35:11,030 has become 947 00:35:11,410 --> 00:35:12,949 extremely clear in 2024 948 00:35:13,489 --> 00:35:15,269 is that error correction is, 949 00:35:15,730 --> 00:35:17,190 you know, definitely works. 950 00:35:17,969 --> 00:35:21,170 And also, it is currently a real inflection 951 00:35:21,170 --> 00:35:21,670 point 952 00:35:22,130 --> 00:35:24,164 in the sense of you really start to 953 00:35:24,164 --> 00:35:26,485 get below characteristic thresholds in the system. You 954 00:35:26,485 --> 00:35:28,805 really start to come up with creative ways 955 00:35:28,805 --> 00:35:30,344 to do logic operations. 956 00:35:30,724 --> 00:35:32,644 And it really the field is now going 957 00:35:32,644 --> 00:35:36,184 to start transitioning toward doing algorithms and computations 958 00:35:36,325 --> 00:35:38,609 and simulations with error correction. And that is 959 00:35:38,609 --> 00:35:40,130 going to be a, I think, a very 960 00:35:40,130 --> 00:35:41,029 dramatic inflection. 961 00:35:41,730 --> 00:35:42,630 And so 962 00:35:43,250 --> 00:35:45,329 that, in my view, is extremely exciting. I 963 00:35:45,329 --> 00:35:46,609 mean, even just in the past few months 964 00:35:46,609 --> 00:35:48,609 alone across many different systems, there's been really 965 00:35:48,609 --> 00:35:50,230 remarkable error correction progress. 966 00:35:50,609 --> 00:35:53,375 But there is, however, one pretty huge elephant 967 00:35:53,375 --> 00:35:55,234 in the room, which is that 968 00:35:55,695 --> 00:35:57,454 for a lot of the computations that we 969 00:35:57,454 --> 00:35:58,974 have in mind, we need things at the 970 00:35:58,974 --> 00:36:00,994 scale of tens of millions of cubits. 971 00:36:01,534 --> 00:36:03,875 And we are working to reduce that number, 972 00:36:04,494 --> 00:36:06,414 but the main thing is that we are 973 00:36:06,414 --> 00:36:07,795 not yet close to that. 974 00:36:08,469 --> 00:36:10,230 We do have ideas in terms of how 975 00:36:10,230 --> 00:36:10,969 to get there. 976 00:36:11,510 --> 00:36:13,190 But currently we're working with systems that have 977 00:36:13,190 --> 00:36:14,890 hundreds of cubits at the most. 978 00:36:15,750 --> 00:36:16,650 And so, 979 00:36:18,150 --> 00:36:20,550 there will be many challenges in trying to 980 00:36:20,550 --> 00:36:22,090 get to these much larger systems. 981 00:36:22,875 --> 00:36:24,155 But I do think that the field is 982 00:36:24,155 --> 00:36:26,175 going to develop in a very different way 983 00:36:26,235 --> 00:36:27,695 than it has in the past. 984 00:36:28,074 --> 00:36:29,594 And I would say it's for 2 key 985 00:36:29,594 --> 00:36:31,215 reasons that are emerging now. 986 00:36:31,515 --> 00:36:33,215 One is that error correction 987 00:36:33,594 --> 00:36:35,819 clearly works, and I think that is really 988 00:36:35,819 --> 00:36:37,420 starting to be at an inflection point that 989 00:36:37,420 --> 00:36:39,579 it was not nearly at the same level 990 00:36:39,579 --> 00:36:41,739 2 years ago. And 2 is that when 991 00:36:41,739 --> 00:36:43,579 we build error corrected processors, we can build 992 00:36:43,579 --> 00:36:45,420 them differently than we're used to building physical 993 00:36:45,420 --> 00:36:46,239 CUDA processors. 994 00:36:46,699 --> 00:36:48,779 And so we are not yet close to 995 00:36:48,779 --> 00:36:49,920 our end goal. 996 00:36:50,514 --> 00:36:52,375 Although, of course, the goal will always evolve. 997 00:36:52,835 --> 00:36:54,434 Although we can, you know, start to explore 998 00:36:54,434 --> 00:36:56,994 interesting science in the meantime. But I also 999 00:36:56,994 --> 00:36:59,014 think that things are going to start developing 1000 00:36:59,394 --> 00:37:01,894 across all these very various different systems 1001 00:37:02,355 --> 00:37:04,675 more rapidly than is being expected because of 1002 00:37:04,675 --> 00:37:06,719 these two key changes that I think will 1003 00:37:06,719 --> 00:37:08,019 both be key inflections. 1004 00:37:09,199 --> 00:37:11,940 So, yeah, many challenges, but also very exciting. 1005 00:37:12,800 --> 00:37:15,519 Oh, well, that's great. Well, thanks. Thanks, for 1006 00:37:15,519 --> 00:37:16,659 coming on the podcast. 1007 00:37:22,894 --> 00:37:25,375 This is one of 2 podcasts with our 1008 00:37:25,375 --> 00:37:27,394 breakthrough of the year winners. 1009 00:37:28,095 --> 00:37:31,474 The other features Google's Hartmut Kniven, 1010 00:37:31,775 --> 00:37:33,695 and you can find it on the Physics 1011 00:37:33,695 --> 00:37:34,595 World website 1012 00:37:35,030 --> 00:37:37,929 or at your favorite podcast provider. 1013 00:37:38,630 --> 00:37:41,349 You can also read more about our top 1014 00:37:41,349 --> 00:37:43,289 10 breakthroughs of 2024 1015 00:37:44,230 --> 00:37:45,769 on the Physics World website. 1016 00:37:46,630 --> 00:37:49,449 This served as the shortlist for our breakthrough 1017 00:37:49,670 --> 00:37:51,994 of the year, and it covers a range 1018 00:37:51,994 --> 00:37:54,575 of fantastic research in physics. 1019 00:37:55,114 --> 00:37:56,655 So do check it out. 1020 00:37:58,155 --> 00:37:59,994 I'm afraid that's all the time we have 1021 00:37:59,994 --> 00:38:01,215 for this week's podcast. 1022 00:38:01,595 --> 00:38:04,894 Thanks to Mikhail Lukin and Dolev Blufstein 1023 00:38:05,500 --> 00:38:06,800 for joining me today, 1024 00:38:07,099 --> 00:38:09,739 and a special thanks to our producer Fred 1025 00:38:09,739 --> 00:38:10,239 Iles. 1026 00:38:11,019 --> 00:38:12,320 Physics World's coverage 1027 00:38:12,700 --> 00:38:15,280 of the breakthrough of the year is supported 1028 00:38:15,340 --> 00:38:17,985 by Reports on Progress in Physics, 1029 00:38:18,785 --> 00:38:19,525 which offers 1030 00:38:19,825 --> 00:38:20,325 unparalleled 1031 00:38:20,945 --> 00:38:21,445 visibility 1032 00:38:21,905 --> 00:38:23,045 for your groundbreaking 1033 00:38:23,505 --> 00:38:24,005 research. 1034 00:38:24,545 --> 00:38:26,885 You can find the journal at iopscience.i0p.org. 1035 00:38:30,545 --> 00:38:32,485 We'll be back again next week.