{"video_id":"60OkanvToFI","title":"UNBOXING A QUANTUM COMPUTER! – Holy $H!T Ep 19","channel":"Linus Tech Tips","show":"Linus Tech Tips","published_at":"2018-05-06T14:53:29Z","duration_s":718,"segments":[{"start_s":0.0,"end_s":5.0,"text":"We are coming to you live from the coldest place in the known universe!","speaker":null,"is_sponsor":0},{"start_s":5.0,"end_s":7.0,"text":"Well, near it anyway.","speaker":null,"is_sponsor":0},{"start_s":7.0,"end_s":11.0,"text":"What would you say if I told you that the headquarters for D-Wave,","speaker":null,"is_sponsor":0},{"start_s":11.0,"end_s":15.0,"text":"the world leader in commercial quantum computing systems,","speaker":null,"is_sponsor":0},{"start_s":15.0,"end_s":17.0,"text":"is a stone's throw from our warehouse?","speaker":null,"is_sponsor":0},{"start_s":17.0,"end_s":23.0,"text":"And what would you say if I told you that they invited us in for a behind-the-scenes tour?","speaker":null,"is_sponsor":0},{"start_s":23.0,"end_s":27.0,"text":"Well, Linus, I'd probably say that's exactly what I was expecting,","speaker":null,"is_sponsor":0},{"start_s":27.0,"end_s":29.0,"text":"given the title and thumbnail of this video.","speaker":null,"is_sponsor":0},{"start_s":29.0,"end_s":31.0,"text":"Stop wasting my time!","speaker":null,"is_sponsor":0},{"start_s":31.0,"end_s":41.8,"text":"Got it! Let's go!","speaker":null,"is_sponsor":0},{"start_s":41.8,"end_s":45.8,"text":"Cooler Master's 25th anniversary edition, Cosmos II,","speaker":null,"is_sponsor":0},{"start_s":45.8,"end_s":50.8,"text":"features a unique dual curved tempered glass side panel.","speaker":null,"is_sponsor":0},{"start_s":50.8,"end_s":53.8,"text":"Check it out now at the link below.","speaker":null,"is_sponsor":0},{"start_s":53.8,"end_s":59.15,"text":"So, in 2007, D-Wave introduced their first quantum processor.","speaker":null,"is_sponsor":0},{"start_s":59.15,"end_s":63.15,"text":"Now, with only 16 qubits, it wasn't especially powerful,","speaker":null,"is_sponsor":0},{"start_s":63.15,"end_s":67.15,"text":"but the point wasn't whether you could or couldn't solve the same problems","speaker":null,"is_sponsor":0},{"start_s":67.15,"end_s":68.15,"text":"with a 5-inch processor.","speaker":null,"is_sponsor":0},{"start_s":68.15,"end_s":70.15,"text":"You could use a pencil and a piece of paper.","speaker":null,"is_sponsor":0},{"start_s":70.15,"end_s":73.15,"text":"The point was that this scalable approach","speaker":null,"is_sponsor":0},{"start_s":73.15,"end_s":78.15,"text":"would allow them to ship the world's first commercial quantum computer,","speaker":null,"is_sponsor":0},{"start_s":78.15,"end_s":83.15,"text":"the D-Wave I, in 2011 with 128 qubits,","speaker":null,"is_sponsor":0},{"start_s":83.15,"end_s":89.15,"text":"followed by 512, 1000, and 2000 qubit designs","speaker":null,"is_sponsor":0},{"start_s":89.15,"end_s":94.15,"text":"in 2013, 2015, and 2017, respectively.","speaker":null,"is_sponsor":0},{"start_s":94.15,"end_s":97.15,"text":"And adding more qubits is the key to increasing performance,","speaker":null,"is_sponsor":0},{"start_s":97.15,"end_s":99.15,"text":"because the more qubits you add,","speaker":null,"is_sponsor":0},{"start_s":99.15,"end_s":103.15,"text":"the more complex the problems that you can tackle.","speaker":null,"is_sponsor":0},{"start_s":103.15,"end_s":107.15,"text":"You see, quantum computing doesn't work like classical computing","speaker":null,"is_sponsor":0},{"start_s":107.15,"end_s":111.15,"text":"with ones and zeros where you feed it a question","speaker":null,"is_sponsor":0},{"start_s":111.15,"end_s":113.15,"text":"and then it spits out an answer.","speaker":null,"is_sponsor":0},{"start_s":113.15,"end_s":119.15,"text":"Instead, a quantum processor takes all of the parameters you feed it","speaker":null,"is_sponsor":0},{"start_s":119.15,"end_s":121.15,"text":"and works on every solution,","speaker":null,"is_sponsor":0},{"start_s":121.15,"end_s":126.15,"text":"pointing you at one or two or maybe even more optimal solutions.","speaker":null,"is_sponsor":0},{"start_s":126.15,"end_s":129.15,"text":"So they're not perfect for everything.","speaker":null,"is_sponsor":0},{"start_s":129.15,"end_s":132.15,"text":"I don't think there's a single person in this building","speaker":null,"is_sponsor":0},{"start_s":132.15,"end_s":135.15,"text":"who expects Call of Duty Black Ops 10","speaker":null,"is_sponsor":0},{"start_s":135.15,"end_s":140.15,"text":"to run on a D-Wave Mach 5 quantum gaming rig or anything like that.","speaker":null,"is_sponsor":0},{"start_s":140.15,"end_s":145.15,"text":"But for scheduling out a sports team's games over the course of a season,","speaker":null,"is_sponsor":0},{"start_s":145.15,"end_s":150.15,"text":"for tackling problems like logistics, climate change, and energy distribution,","speaker":null,"is_sponsor":0},{"start_s":150.15,"end_s":153.15,"text":"or for conducting AI research,","speaker":null,"is_sponsor":0},{"start_s":153.15,"end_s":155.15,"text":"these puppies right here","speaker":null,"is_sponsor":0},{"start_s":155.15,"end_s":161.15,"text":"have the potential to completely disrupt the existing players.","speaker":null,"is_sponsor":0},{"start_s":161.15,"end_s":163.15,"text":"So then let's go have a look at one, shall we?","speaker":null,"is_sponsor":0},{"start_s":163.15,"end_s":167.15,"text":"Now, there are only a handful of customers in the world","speaker":null,"is_sponsor":0},{"start_s":167.15,"end_s":172.15,"text":"who have actually ponied up the price of a D-Wave system,","speaker":null,"is_sponsor":0},{"start_s":172.15,"end_s":175.15,"text":"including high rollers like Lockheed Martin,","speaker":null,"is_sponsor":0},{"start_s":175.15,"end_s":179.15,"text":"Los Alamos National Lab, Google, and NASA.","speaker":null,"is_sponsor":0},{"start_s":179.15,"end_s":182.15,"text":"But D-Wave themselves have a handful","speaker":null,"is_sponsor":0},{"start_s":182.15,"end_s":185.15,"text":"of their latest generation 2000 Q7","speaker":null,"is_sponsor":0},{"start_s":185.15,"end_s":188.15,"text":"systems running here at their headquarters","speaker":null,"is_sponsor":0},{"start_s":188.15,"end_s":191.15,"text":"that are available through the cloud.","speaker":null,"is_sponsor":0},{"start_s":191.15,"end_s":193.15,"text":"Just make sure that you don't turn off any of the ones","speaker":null,"is_sponsor":0},{"start_s":193.15,"end_s":198.15,"text":"with a delightfully low-tech online sign zip-tied to it.","speaker":null,"is_sponsor":0},{"start_s":198.15,"end_s":201.15,"text":"It might be doing very, very important research.","speaker":null,"is_sponsor":0},{"start_s":201.15,"end_s":204.15,"text":"So from the outside, a 2000 Q doesn't look that different","speaker":null,"is_sponsor":0},{"start_s":204.15,"end_s":208.15,"text":"from any other compute cluster with a few black racks.","speaker":null,"is_sponsor":0},{"start_s":208.15,"end_s":211.15,"text":"And when you open up door number one,","speaker":null,"is_sponsor":0},{"start_s":211.15,"end_s":213.15,"text":"there's not much at first glance","speaker":null,"is_sponsor":0},{"start_s":213.15,"end_s":215.15,"text":"to indicate that there's anything special","speaker":null,"is_sponsor":0},{"start_s":215.15,"end_s":216.15,"text":"about it.","speaker":null,"is_sponsor":0},{"start_s":216.15,"end_s":222.15,"text":"You'll find a network switch, a UPS for battery backup,","speaker":null,"is_sponsor":0},{"start_s":222.15,"end_s":225.15,"text":"a normal server responsible for monitoring,","speaker":null,"is_sponsor":0},{"start_s":225.15,"end_s":228.15,"text":"some monitoring devices that...","speaker":null,"is_sponsor":0},{"start_s":228.15,"end_s":230.15,"text":"Wait a minute.","speaker":null,"is_sponsor":0},{"start_s":230.15,"end_s":235.15,"text":"Seven, eight degrees milli-Kelvin?","speaker":null,"is_sponsor":0},{"start_s":235.15,"end_s":237.15,"text":"We're gonna have to get back to that later.","speaker":null,"is_sponsor":0},{"start_s":237.15,"end_s":241.15,"text":"There's also a second server that takes a problem","speaker":null,"is_sponsor":0},{"start_s":241.15,"end_s":243.15,"text":"and translates it into machine code","speaker":null,"is_sponsor":0},{"start_s":243.15,"end_s":245.15,"text":"using custom room-temperature electricity","speaker":null,"is_sponsor":0},{"start_s":245.15,"end_s":248.15,"text":"electronics to generate high-precision analog signals","speaker":null,"is_sponsor":0},{"start_s":248.15,"end_s":251.15,"text":"that it then sends to, as we promised,","speaker":null,"is_sponsor":0},{"start_s":251.15,"end_s":255.15,"text":"just about the coldest place in the known universe,","speaker":null,"is_sponsor":0},{"start_s":255.15,"end_s":258.15,"text":"the single, yes, just one chip,","speaker":null,"is_sponsor":0},{"start_s":258.15,"end_s":262.15,"text":"single codename Washington quantum processor","speaker":null,"is_sponsor":0},{"start_s":262.15,"end_s":265.15,"text":"at the heart of this machine.","speaker":null,"is_sponsor":0},{"start_s":265.15,"end_s":267.15,"text":"But where exactly is it?","speaker":null,"is_sponsor":0},{"start_s":267.15,"end_s":272.98,"text":"It's not behind door two or door number three.","speaker":null,"is_sponsor":0},{"start_s":272.98,"end_s":274.98,"text":"Back there, you'll find the first","speaker":null,"is_sponsor":0},{"start_s":274.98,"end_s":276.98,"text":"and second stage pumps that are used","speaker":null,"is_sponsor":0},{"start_s":276.98,"end_s":279.98,"text":"to create a vacuum around the processor","speaker":null,"is_sponsor":0},{"start_s":279.98,"end_s":281.98,"text":"to thermally insulate it","speaker":null,"is_sponsor":0},{"start_s":281.98,"end_s":284.98,"text":"and its cooling system from the outside world,","speaker":null,"is_sponsor":0},{"start_s":284.98,"end_s":286.98,"text":"as well as a compressor","speaker":null,"is_sponsor":0},{"start_s":286.98,"end_s":288.98,"text":"for the aforementioned cooling system.","speaker":null,"is_sponsor":0},{"start_s":288.98,"end_s":293.98,"text":"And you also won't find it in this barrel-shaped doodad.","speaker":null,"is_sponsor":0},{"start_s":293.98,"end_s":296.98,"text":"That is actually a liquid nitrogen filter","speaker":null,"is_sponsor":0},{"start_s":296.98,"end_s":299.98,"text":"that removes impurities from the coolant mixture","speaker":null,"is_sponsor":0},{"start_s":299.98,"end_s":302.98,"text":"of helium-3 and helium-4 isotopes","speaker":null,"is_sponsor":0},{"start_s":302.98,"end_s":303.98,"text":"and is one of the things","speaker":null,"is_sponsor":0},{"start_s":303.98,"end_s":306.98,"text":"that allows D-Wave systems to run","speaker":null,"is_sponsor":0},{"start_s":306.98,"end_s":308.98,"text":"for years at a time,","speaker":null,"is_sponsor":0},{"start_s":308.98,"end_s":311.98,"text":"a critical feature given that the chip","speaker":null,"is_sponsor":0},{"start_s":311.98,"end_s":314.98,"text":"kind of locks into a certain configuration","speaker":null,"is_sponsor":0},{"start_s":314.98,"end_s":316.98,"text":"once it's super cooled.","speaker":null,"is_sponsor":0},{"start_s":316.98,"end_s":318.98,"text":"And if you heat one of these puppies up","speaker":null,"is_sponsor":0},{"start_s":318.98,"end_s":319.98,"text":"back to room temperature,","speaker":null,"is_sponsor":0},{"start_s":319.98,"end_s":321.98,"text":"it can take up to two days","speaker":null,"is_sponsor":0},{"start_s":321.98,"end_s":322.98,"text":"to cool it back down","speaker":null,"is_sponsor":0},{"start_s":322.98,"end_s":324.98,"text":"and up to four weeks","speaker":null,"is_sponsor":0},{"start_s":324.98,"end_s":326.98,"text":"to finish the rebalancing","speaker":null,"is_sponsor":0},{"start_s":326.98,"end_s":329.98,"text":"or recalibration process.","speaker":null,"is_sponsor":0},{"start_s":329.98,"end_s":331.98,"text":"No, no, to find the actual processor,","speaker":null,"is_sponsor":0},{"start_s":331.98,"end_s":333.98,"text":"we have to go past","speaker":null,"is_sponsor":0},{"start_s":333.98,"end_s":335.98,"text":"this first door on the left here","speaker":null,"is_sponsor":0},{"start_s":335.98,"end_s":337.98,"text":"that handles connecting the","speaker":null,"is_sponsor":0},{"start_s":337.98,"end_s":340.98,"text":"all-business racks at the front","speaker":null,"is_sponsor":0},{"start_s":340.98,"end_s":344.27,"text":"to the giant box here","speaker":null,"is_sponsor":0},{"start_s":344.27,"end_s":346.27,"text":"that was hiding in plain sight","speaker":null,"is_sponsor":0},{"start_s":346.27,"end_s":348.27,"text":"that I'll be referring to as the","speaker":null,"is_sponsor":0},{"start_s":348.27,"end_s":350.27,"text":"party in the back","speaker":null,"is_sponsor":0},{"start_s":350.27,"end_s":354.59,"text":"or, per D-Wave's gentle suggestion,","speaker":null,"is_sponsor":0},{"start_s":354.59,"end_s":357.59,"text":"the shielded enclosure.","speaker":null,"is_sponsor":0},{"start_s":357.59,"end_s":359.59,"text":"This right here is effectively","speaker":null,"is_sponsor":0},{"start_s":359.59,"end_s":361.59,"text":"a big Faraday cage","speaker":null,"is_sponsor":0},{"start_s":361.59,"end_s":364.59,"text":"and the first of 16 layers","speaker":null,"is_sponsor":0},{"start_s":364.59,"end_s":366.59,"text":"of shielding that are designed","speaker":null,"is_sponsor":0},{"start_s":366.59,"end_s":368.59,"text":"to shield the power lines","speaker":null,"is_sponsor":0},{"start_s":368.59,"end_s":370.59,"text":"and preserve the integrity","speaker":null,"is_sponsor":0},{"start_s":370.59,"end_s":373.59,"text":"of the signals to and from","speaker":null,"is_sponsor":0},{"start_s":373.59,"end_s":375.59,"text":"the quantum processor","speaker":null,"is_sponsor":0},{"start_s":375.59,"end_s":378.59,"text":"to the greatest degree possible.","speaker":null,"is_sponsor":0},{"start_s":378.59,"end_s":380.62,"text":"And that was a very intentional pun,","speaker":null,"is_sponsor":0},{"start_s":380.62,"end_s":381.62,"text":"by the way.","speaker":null,"is_sponsor":0},{"start_s":381.62,"end_s":384.62,"text":"Now, normally, these rooms are closed","speaker":null,"is_sponsor":0},{"start_s":384.62,"end_s":387.62,"text":"and there is a series of casings","speaker":null,"is_sponsor":0},{"start_s":387.62,"end_s":390.62,"text":"on top of this apparatus here","speaker":null,"is_sponsor":0},{"start_s":390.62,"end_s":392.62,"text":"to maintain the vacuum around","speaker":null,"is_sponsor":0},{"start_s":392.62,"end_s":393.62,"text":"what is effectively","speaker":null,"is_sponsor":0},{"start_s":393.62,"end_s":396.62,"text":"the motherboard of our quantum computer.","speaker":null,"is_sponsor":0},{"start_s":396.62,"end_s":399.62,"text":"But they had one open for maintenance today,","speaker":null,"is_sponsor":0},{"start_s":399.62,"end_s":402.62,"text":"so we got to get up close and personal.","speaker":null,"is_sponsor":0},{"start_s":402.62,"end_s":404.62,"text":"The thing is peppered","speaker":null,"is_sponsor":0},{"start_s":404.62,"end_s":406.62,"text":"with probes and sensors,","speaker":null,"is_sponsor":0},{"start_s":406.62,"end_s":409.62,"text":"heat exchangers, data wires,","speaker":null,"is_sponsor":0},{"start_s":409.62,"end_s":412.62,"text":"but the five big plates","speaker":null,"is_sponsor":0},{"start_s":412.62,"end_s":415.62,"text":"are really the main attraction here.","speaker":null,"is_sponsor":0},{"start_s":415.62,"end_s":417.62,"text":"Each of them represents a different stage","speaker":null,"is_sponsor":0},{"start_s":417.62,"end_s":419.62,"text":"of the cooling system.","speaker":null,"is_sponsor":0},{"start_s":419.62,"end_s":421.62,"text":"The top one gets signals","speaker":null,"is_sponsor":0},{"start_s":421.62,"end_s":422.62,"text":"from the outside world","speaker":null,"is_sponsor":0},{"start_s":422.62,"end_s":424.62,"text":"on copper wires","speaker":null,"is_sponsor":0},{"start_s":424.62,"end_s":427.62,"text":"and runs at a frosty 70 degrees Kelvin.","speaker":null,"is_sponsor":0},{"start_s":427.62,"end_s":430.62,"text":"The next one down uses the same fridge","speaker":null,"is_sponsor":0},{"start_s":430.62,"end_s":432.62,"text":"and these braided copper conductors","speaker":null,"is_sponsor":0},{"start_s":432.62,"end_s":435.62,"text":"to get down to four degrees Kelvin,","speaker":null,"is_sponsor":0},{"start_s":435.62,"end_s":437.62,"text":"which is both low enough","speaker":null,"is_sponsor":0},{"start_s":437.62,"end_s":439.62,"text":"to condense helium to a liquid","speaker":null,"is_sponsor":0},{"start_s":439.62,"end_s":443.62,"text":"and to switch over from copper wires","speaker":null,"is_sponsor":0},{"start_s":443.62,"end_s":446.62,"text":"to the superconductor niobium.","speaker":null,"is_sponsor":0},{"start_s":446.62,"end_s":449.62,"text":"The middle plate here uses vacuumed helium-4","speaker":null,"is_sponsor":0},{"start_s":449.62,"end_s":451.62,"text":"to drop our signal wires","speaker":null,"is_sponsor":0},{"start_s":451.62,"end_s":453.62,"text":"to one degree Kelvin.","speaker":null,"is_sponsor":0},{"start_s":453.62,"end_s":455.62,"text":"The fourth uses helium-3","speaker":null,"is_sponsor":0},{"start_s":455.62,"end_s":458.62,"text":"to get us to about a tenth of that.","speaker":null,"is_sponsor":0},{"start_s":458.62,"end_s":461.62,"text":"And the final stage uses a sophisticated mixture","speaker":null,"is_sponsor":0},{"start_s":461.62,"end_s":463.62,"text":"of those two isotopes","speaker":null,"is_sponsor":0},{"start_s":463.62,"end_s":466.62,"text":"to drive this entire filtering","speaker":null,"is_sponsor":0},{"start_s":466.62,"end_s":468.62,"text":"and shielding apparatus","speaker":null,"is_sponsor":0},{"start_s":468.62,"end_s":471.62,"text":"as well as the processor inside","speaker":null,"is_sponsor":0},{"start_s":471.62,"end_s":473.62,"text":"down to its typical operating temperature","speaker":null,"is_sponsor":0},{"start_s":473.62,"end_s":477.62,"text":"of about 0.015 degrees Kelvin,","speaker":null,"is_sponsor":0},{"start_s":477.62,"end_s":480.62,"text":"damn near absolute zero.","speaker":null,"is_sponsor":0},{"start_s":480.62,"end_s":483.62,"text":"But why does it need to be so cold?","speaker":null,"is_sponsor":0},{"start_s":483.62,"end_s":486.62,"text":"Niobium already superconducts at nine degrees Kelvin.","speaker":null,"is_sponsor":0},{"start_s":486.62,"end_s":490.62,"text":"Interstellar space is 3.1 degrees Kelvin.","speaker":null,"is_sponsor":0},{"start_s":490.62,"end_s":492.62,"text":"Our solar system is even warmer.","speaker":null,"is_sponsor":0},{"start_s":492.62,"end_s":496.62,"text":"We're talking 0.015 degrees Kelvin.","speaker":null,"is_sponsor":0},{"start_s":496.62,"end_s":501.82,"text":"Well, this superconducting chip here","speaker":null,"is_sponsor":0},{"start_s":501.82,"end_s":503.82,"text":"is what's inside there,","speaker":null,"is_sponsor":0},{"start_s":503.82,"end_s":507.82,"text":"and it's connected via 400 superconducting wires.","speaker":null,"is_sponsor":0},{"start_s":507.82,"end_s":509.82,"text":"And this is kind of like the pins","speaker":null,"is_sponsor":0},{"start_s":509.82,"end_s":511.82,"text":"on a CPU socket.","speaker":null,"is_sponsor":0},{"start_s":511.82,"end_s":512.82,"text":"And what it's doing","speaker":null,"is_sponsor":0},{"start_s":512.82,"end_s":515.82,"text":"is it's using quantum mechanical effects","speaker":null,"is_sponsor":0},{"start_s":515.82,"end_s":518.82,"text":"to process information.","speaker":null,"is_sponsor":0},{"start_s":518.82,"end_s":521.82,"text":"So for that to work,","speaker":null,"is_sponsor":0},{"start_s":521.82,"end_s":525.82,"text":"these effects need to be significant enough","speaker":null,"is_sponsor":0},{"start_s":525.82,"end_s":527.82,"text":"to use them for computation,","speaker":null,"is_sponsor":0},{"start_s":527.82,"end_s":529.82,"text":"which means that the temperature","speaker":null,"is_sponsor":0},{"start_s":529.82,"end_s":532.82,"text":"needs to be well below","speaker":null,"is_sponsor":0},{"start_s":532.82,"end_s":535.82,"text":"the energy scale of those quantum effects.","speaker":null,"is_sponsor":0},{"start_s":535.82,"end_s":536.82,"text":"If it wasn't,","speaker":null,"is_sponsor":0},{"start_s":536.82,"end_s":538.82,"text":"then the data you'd get","speaker":null,"is_sponsor":0},{"start_s":538.82,"end_s":540.82,"text":"would be very, very noisy,","speaker":null,"is_sponsor":0},{"start_s":540.82,"end_s":544.82,"text":"corrupted by heat-related quantum effects.","speaker":null,"is_sponsor":0},{"start_s":544.82,"end_s":547.82,"text":"That's why the colder they can get,","speaker":null,"is_sponsor":0},{"start_s":547.82,"end_s":549.82,"text":"pretty much the better.","speaker":null,"is_sponsor":0},{"start_s":549.82,"end_s":551.82,"text":"And getting even colder in the future","speaker":null,"is_sponsor":0},{"start_s":551.82,"end_s":554.82,"text":"may actually be practical.","speaker":null,"is_sponsor":0},{"start_s":554.82,"end_s":558.82,"text":"So this generation of D-Waves processors","speaker":null,"is_sponsor":0},{"start_s":558.82,"end_s":560.82,"text":"consumes no power","speaker":null,"is_sponsor":0},{"start_s":560.82,"end_s":563.82,"text":"and outputs no heat,","speaker":null,"is_sponsor":0},{"start_s":563.82,"end_s":567.82,"text":"meaning that the 20 kilowatts of power","speaker":null,"is_sponsor":0},{"start_s":567.82,"end_s":569.82,"text":"that are required to run the system","speaker":null,"is_sponsor":0},{"start_s":569.82,"end_s":573.82,"text":"is just dedicated to the cooling system.","speaker":null,"is_sponsor":0},{"start_s":573.82,"end_s":576.82,"text":"So unless they wanted to go colder,","speaker":null,"is_sponsor":0},{"start_s":576.82,"end_s":579.82,"text":"this energy cost doesn't change","speaker":null,"is_sponsor":0},{"start_s":579.82,"end_s":581.82,"text":"whether you're running 100 qubits","speaker":null,"is_sponsor":0},{"start_s":581.82,"end_s":583.82,"text":"or 2,000 qubits.","speaker":null,"is_sponsor":0},{"start_s":583.82,"end_s":585.82,"text":"That's just the sweet spot","speaker":null,"is_sponsor":0},{"start_s":585.82,"end_s":589.82,"text":"of practicality and functionality today.","speaker":null,"is_sponsor":0},{"start_s":589.82,"end_s":591.82,"text":"And more cooling is far from the only thing","speaker":null,"is_sponsor":0},{"start_s":591.82,"end_s":592.82,"text":"on the horizon.","speaker":null,"is_sponsor":0},{"start_s":592.82,"end_s":594.82,"text":"The future's looking bright","speaker":null,"is_sponsor":0},{"start_s":594.82,"end_s":596.82,"text":"for our neighbors here at D-Wave.","speaker":null,"is_sponsor":0},{"start_s":596.82,"end_s":599.82,"text":"They don't have a 50-year vision yet necessarily,","speaker":null,"is_sponsor":0},{"start_s":599.82,"end_s":601.82,"text":"but in the nearer term,","speaker":null,"is_sponsor":0},{"start_s":601.82,"end_s":604.82,"text":"they don't really perceive anyone else in the space","speaker":null,"is_sponsor":0},{"start_s":604.82,"end_s":606.82,"text":"as a real competitor","speaker":null,"is_sponsor":0},{"start_s":606.82,"end_s":608.82,"text":"with a commercializable technology.","speaker":null,"is_sponsor":0},{"start_s":608.82,"end_s":610.82,"text":"And with more R&D focus,","speaker":null,"is_sponsor":0},{"start_s":610.82,"end_s":613.82,"text":"they think their system could be as compact","speaker":null,"is_sponsor":0},{"start_s":613.82,"end_s":615.82,"text":"as three or four racks","speaker":null,"is_sponsor":0},{"start_s":615.82,"end_s":617.82,"text":"and capable of taking on","speaker":null,"is_sponsor":0},{"start_s":617.82,"end_s":620.82,"text":"some of the hardest neural network problems","speaker":null,"is_sponsor":0},{"start_s":620.82,"end_s":623.82,"text":"that we face in the years to come.","speaker":null,"is_sponsor":0},{"start_s":623.82,"end_s":624.82,"text":"And you know what?","speaker":null,"is_sponsor":0},{"start_s":624.82,"end_s":626.82,"text":"Sounds pretty good to me.","speaker":null,"is_sponsor":0},{"start_s":626.82,"end_s":629.3,"text":"Dollar Shave Club is kind of amazing.","speaker":null,"is_sponsor":0},{"start_s":629.3,"end_s":631.3,"text":"You can get their high-quality blades","speaker":null,"is_sponsor":0},{"start_s":631.3,"end_s":633.3,"text":"and their amazing shave butter,","speaker":null,"is_sponsor":0},{"start_s":633.3,"end_s":634.3,"text":"which goes on clear,","speaker":null,"is_sponsor":0},{"start_s":634.3,"end_s":636.3,"text":"delivered to your door","speaker":null,"is_sponsor":0},{"start_s":636.3,"end_s":638.3,"text":"for less than what you'd pay","speaker":null,"is_sponsor":0},{"start_s":638.3,"end_s":641.3,"text":"to have to actually get off your own butt,","speaker":null,"is_sponsor":0},{"start_s":641.3,"end_s":642.3,"text":"drive to the store,","speaker":null,"is_sponsor":0},{"start_s":642.3,"end_s":644.3,"text":"fight with someone to open up the security cage,","speaker":null,"is_sponsor":0},{"start_s":644.3,"end_s":648.3,"text":"and buy razor blades there.","speaker":null,"is_sponsor":0},{"start_s":648.3,"end_s":649.3,"text":"It's ridiculous!","speaker":null,"is_sponsor":0},{"start_s":649.3,"end_s":651.3,"text":"And for a limited time,","speaker":null,"is_sponsor":0},{"start_s":651.3,"end_s":653.3,"text":"new members can get their first month","speaker":null,"is_sponsor":0},{"start_s":653.3,"end_s":655.3,"text":"of the executive razor","speaker":null,"is_sponsor":0},{"start_s":655.3,"end_s":657.3,"text":"with a tube of Dr. Carter's razor","speaker":null,"is_sponsor":0},{"start_s":657.3,"end_s":659.3,"text":"for only five bucks","speaker":null,"is_sponsor":0},{"start_s":659.3,"end_s":660.3,"text":"with free shipping.","speaker":null,"is_sponsor":0},{"start_s":660.3,"end_s":661.3,"text":"And after that,","speaker":null,"is_sponsor":0},{"start_s":661.3,"end_s":663.3,"text":"your razors are just a few bucks a month.","speaker":null,"is_sponsor":0},{"start_s":663.3,"end_s":665.3,"text":"So it's a $15 value","speaker":null,"is_sponsor":0},{"start_s":665.3,"end_s":668.3,"text":"for just five bucks.","speaker":null,"is_sponsor":0},{"start_s":668.3,"end_s":669.3,"text":"And don't forget","speaker":null,"is_sponsor":0},{"start_s":669.3,"end_s":671.3,"text":"that Dollar Shave Club offers more","speaker":null,"is_sponsor":0},{"start_s":671.3,"end_s":673.3,"text":"than just razors.","speaker":null,"is_sponsor":0},{"start_s":673.3,"end_s":674.3,"text":"Along with shave butter,","speaker":null,"is_sponsor":0},{"start_s":674.3,"end_s":675.3,"text":"they have an awesome selection","speaker":null,"is_sponsor":0},{"start_s":675.3,"end_s":677.3,"text":"of high-quality grooming products","speaker":null,"is_sponsor":0},{"start_s":677.3,"end_s":679.3,"text":"from hairstyling to shower products","speaker":null,"is_sponsor":0},{"start_s":679.3,"end_s":680.3,"text":"that you can get","speaker":null,"is_sponsor":0},{"start_s":680.3,"end_s":681.3,"text":"just like their razors","speaker":null,"is_sponsor":0},{"start_s":681.3,"end_s":683.3,"text":"delivered to your door.","speaker":null,"is_sponsor":0},{"start_s":683.3,"end_s":684.3,"text":"So get your first month","speaker":null,"is_sponsor":0},{"start_s":684.3,"end_s":685.3,"text":"for just five bucks","speaker":null,"is_sponsor":0},{"start_s":685.3,"end_s":687.3,"text":"at dollarshaveclub.com","speaker":null,"is_sponsor":0},{"start_s":687.3,"end_s":688.3,"text":"slash Linus.","speaker":null,"is_sponsor":0},{"start_s":688.3,"end_s":690.3,"text":"That's dollarshaveclub.com","speaker":null,"is_sponsor":0},{"start_s":690.3,"end_s":692.3,"text":"slash Linus.","speaker":null,"is_sponsor":0},{"start_s":692.3,"end_s":694.55,"text":"So thanks to D-Wave for hosting us here.","speaker":null,"is_sponsor":0},{"start_s":694.55,"end_s":696.55,"text":"Thanks to you guys for watching.","speaker":null,"is_sponsor":0},{"start_s":696.55,"end_s":697.55,"text":"If you disliked this video,","speaker":null,"is_sponsor":0},{"start_s":697.55,"end_s":698.55,"text":"you know where that button is.","speaker":null,"is_sponsor":0},{"start_s":698.55,"end_s":699.55,"text":"But if you liked it,","speaker":null,"is_sponsor":0},{"start_s":699.55,"end_s":700.55,"text":"hit the like button,","speaker":null,"is_sponsor":0},{"start_s":700.55,"end_s":701.55,"text":"get subscribed,","speaker":null,"is_sponsor":0},{"start_s":701.55,"end_s":702.55,"text":"and maybe check out","speaker":null,"is_sponsor":0},{"start_s":702.55,"end_s":704.55,"text":"where to buy the stuff we featured","speaker":null,"is_sponsor":0},{"start_s":704.55,"end_s":705.55,"text":"at the link in the video description.","speaker":null,"is_sponsor":0},{"start_s":705.55,"end_s":708.55,"text":"Okay, less applicable for this video than usual,","speaker":null,"is_sponsor":0},{"start_s":708.55,"end_s":710.55,"text":"but we also have links down there","speaker":null,"is_sponsor":0},{"start_s":710.55,"end_s":711.55,"text":"to our merch store,","speaker":null,"is_sponsor":0},{"start_s":711.55,"end_s":712.55,"text":"which has cool shirts like this one,","speaker":null,"is_sponsor":0},{"start_s":712.55,"end_s":713.55,"text":"and our community forum,","speaker":null,"is_sponsor":0},{"start_s":713.55,"end_s":716.55,"text":"which you should totally join.","speaker":null,"is_sponsor":0}],"full_text":"We are coming to you live from the coldest place in the known universe! Well, near it anyway. What would you say if I told you that the headquarters for D-Wave, the world leader in commercial quantum computing systems, is a stone's throw from our warehouse? And what would you say if I told you that they invited us in for a behind-the-scenes tour? Well, Linus, I'd probably say that's exactly what I was expecting, given the title and thumbnail of this video. Stop wasting my time! Got it! Let's go! Cooler Master's 25th anniversary edition, Cosmos II, features a unique dual curved tempered glass side panel. Check it out now at the link below. So, in 2007, D-Wave introduced their first quantum processor. Now, with only 16 qubits, it wasn't especially powerful, but the point wasn't whether you could or couldn't solve the same problems with a 5-inch processor. You could use a pencil and a piece of paper. The point was that this scalable approach would allow them to ship the world's first commercial quantum computer, the D-Wave I, in 2011 with 128 qubits, followed by 512, 1000, and 2000 qubit designs in 2013, 2015, and 2017, respectively. And adding more qubits is the key to increasing performance, because the more qubits you add, the more complex the problems that you can tackle. You see, quantum computing doesn't work like classical computing with ones and zeros where you feed it a question and then it spits out an answer. Instead, a quantum processor takes all of the parameters you feed it and works on every solution, pointing you at one or two or maybe even more optimal solutions. So they're not perfect for everything. I don't think there's a single person in this building who expects Call of Duty Black Ops 10 to run on a D-Wave Mach 5 quantum gaming rig or anything like that. But for scheduling out a sports team's games over the course of a season, for tackling problems like logistics, climate change, and energy distribution, or for conducting AI research, these puppies right here have the potential to completely disrupt the existing players. So then let's go have a look at one, shall we? Now, there are only a handful of customers in the world who have actually ponied up the price of a D-Wave system, including high rollers like Lockheed Martin, Los Alamos National Lab, Google, and NASA. But D-Wave themselves have a handful of their latest generation 2000 Q7 systems running here at their headquarters that are available through the cloud. Just make sure that you don't turn off any of the ones with a delightfully low-tech online sign zip-tied to it. It might be doing very, very important research. So from the outside, a 2000 Q doesn't look that different from any other compute cluster with a few black racks. And when you open up door number one, there's not much at first glance to indicate that there's anything special about it. You'll find a network switch, a UPS for battery backup, a normal server responsible for monitoring, some monitoring devices that... Wait a minute. Seven, eight degrees milli-Kelvin? We're gonna have to get back to that later. There's also a second server that takes a problem and translates it into machine code using custom room-temperature electricity electronics to generate high-precision analog signals that it then sends to, as we promised, just about the coldest place in the known universe, the single, yes, just one chip, single codename Washington quantum processor at the heart of this machine. But where exactly is it? It's not behind door two or door number three. Back there, you'll find the first and second stage pumps that are used to create a vacuum around the processor to thermally insulate it and its cooling system from the outside world, as well as a compressor for the aforementioned cooling system. And you also won't find it in this barrel-shaped doodad. That is actually a liquid nitrogen filter that removes impurities from the coolant mixture of helium-3 and helium-4 isotopes and is one of the things that allows D-Wave systems to run for years at a time, a critical feature given that the chip kind of locks into a certain configuration once it's super cooled. And if you heat one of these puppies up back to room temperature, it can take up to two days to cool it back down and up to four weeks to finish the rebalancing or recalibration process. No, no, to find the actual processor, we have to go past this first door on the left here that handles connecting the all-business racks at the front to the giant box here that was hiding in plain sight that I'll be referring to as the party in the back or, per D-Wave's gentle suggestion, the shielded enclosure. This right here is effectively a big Faraday cage and the first of 16 layers of shielding that are designed to shield the power lines and preserve the integrity of the signals to and from the quantum processor to the greatest degree possible. And that was a very intentional pun, by the way. Now, normally, these rooms are closed and there is a series of casings on top of this apparatus here to maintain the vacuum around what is effectively the motherboard of our quantum computer. But they had one open for maintenance today, so we got to get up close and personal. The thing is peppered with probes and sensors, heat exchangers, data wires, but the five big plates are really the main attraction here. Each of them represents a different stage of the cooling system. The top one gets signals from the outside world on copper wires and runs at a frosty 70 degrees Kelvin. The next one down uses the same fridge and these braided copper conductors to get down to four degrees Kelvin, which is both low enough to condense helium to a liquid and to switch over from copper wires to the superconductor niobium. The middle plate here uses vacuumed helium-4 to drop our signal wires to one degree Kelvin. The fourth uses helium-3 to get us to about a tenth of that. And the final stage uses a sophisticated mixture of those two isotopes to drive this entire filtering and shielding apparatus as well as the processor inside down to its typical operating temperature of about 0.015 degrees Kelvin, damn near absolute zero. But why does it need to be so cold? Niobium already superconducts at nine degrees Kelvin. Interstellar space is 3.1 degrees Kelvin. Our solar system is even warmer. We're talking 0.015 degrees Kelvin. Well, this superconducting chip here is what's inside there, and it's connected via 400 superconducting wires. And this is kind of like the pins on a CPU socket. And what it's doing is it's using quantum mechanical effects to process information. So for that to work, these effects need to be significant enough to use them for computation, which means that the temperature needs to be well below the energy scale of those quantum effects. If it wasn't, then the data you'd get would be very, very noisy, corrupted by heat-related quantum effects. That's why the colder they can get, pretty much the better. And getting even colder in the future may actually be practical. So this generation of D-Waves processors consumes no power and outputs no heat, meaning that the 20 kilowatts of power that are required to run the system is just dedicated to the cooling system. So unless they wanted to go colder, this energy cost doesn't change whether you're running 100 qubits or 2,000 qubits. That's just the sweet spot of practicality and functionality today. And more cooling is far from the only thing on the horizon. The future's looking bright for our neighbors here at D-Wave. They don't have a 50-year vision yet necessarily, but in the nearer term, they don't really perceive anyone else in the space as a real competitor with a commercializable technology. And with more R&D focus, they think their system could be as compact as three or four racks and capable of taking on some of the hardest neural network problems that we face in the years to come. And you know what? Sounds pretty good to me. Dollar Shave Club is kind of amazing. You can get their high-quality blades and their amazing shave butter, which goes on clear, delivered to your door for less than what you'd pay to have to actually get off your own butt, drive to the store, fight with someone to open up the security cage, and buy razor blades there. It's ridiculous! And for a limited time, new members can get their first month of the executive razor with a tube of Dr. Carter's razor for only five bucks with free shipping. And after that, your razors are just a few bucks a month. So it's a $15 value for just five bucks. And don't forget that Dollar Shave Club offers more than just razors. Along with shave butter, they have an awesome selection of high-quality grooming products from hairstyling to shower products that you can get just like their razors delivered to your door. So get your first month for just five bucks at dollarshaveclub.com slash Linus. That's dollarshaveclub.com slash Linus. So thanks to D-Wave for hosting us here. Thanks to you guys for watching. If you disliked this video, you know where that button is. But if you liked it, hit the like button, get subscribed, and maybe check out where to buy the stuff we featured at the link in the video description. Okay, less applicable for this video than usual, but we also have links down there to our merch store, which has cool shirts like this one, and our community forum, which you should totally join."}