| ▲ | rainsford 6 hours ago |
| We also shouldn't overlook the fact that the proposal entirely glosses over the implication of the alternative benefits we might realize if humanity achieved the incredible engineering and technical capacity necessary to make this version of space AI happen. Think about it. Elon conjures up a vision of the future where we've managed to increase our solar cell manufacturing capacity by two whole orders of magnitude and have the space launch capability for all of it along with tons and tons of other stuff and the best he comes up with is...GPUs in orbit? This is essentially the superhero gadget technology problem, where comic books and movies gloss over the the civilization changing implications of some technology the hero invents to punch bad guys harder. Don't get me wrong, the idea of orbiting data centers is kind of cool if we can pull it off. But being able to pull if off implies an ability to do a lot more interesting things. The problem is that this is both wildly overambitious and somehow incredibly myopic at the same time. |
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| ▲ | somenameforme an hour ago | parent | next [-] |
| A lot of great inventions we now take for granted initially came with little motivation other than being able to kill each other more effectively. GPS, radar, jet engines, drones, super glue, microwaves, canned food, computers, even the internet. Contrary to the narrative of the internet being about sharing science, ARPANET was pushed by the DoD as a means of maintaining comms during nuclear war. It was then adopted by universities and research labs and started along the trajectory most are more familiar with. The tale of computers is even more absurd. The first programmable, electric, and general-purpose digital computer was ENIAC. [1] It was built to... calculate artillery firing tables. I expect in the future that the idea of putting a bunch of solar into space to run GPUs for LLMs will probably seem, at the minimum - quaint, but that doesn't mean the story ends there. [1] - https://en.wikipedia.org/wiki/ENIAC |
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| ▲ | saratogacx 22 minutes ago | parent | next [-] | | I think the Colossus[1] predated the ENIAC but is still in line with your general theme of doing stuff for the military. In this case it was used for cipher breaking, not firing calculations. You could argue that it doesn't really count though because it was only turing complete in theory: "A Colossus computer was thus not a fully Turing complete machine. However, University of San Francisco professor Benjamin Wells has shown that if all ten Colossus machines made were rearranged in a specific cluster, then the entire set of computers could have simulated a universal Turing machine, and thus be Turing complete." [1] https://en.wikipedia.org/wiki/Colossus_computer | | |
| ▲ | jazzyjackson 4 minutes ago | parent [-] | | Yes it's a little blurry because ENIAC was not strictly programmable at first, more like re-wireable, but eventually it was retrofitted to read programs from a tape. I believe it was Fortran designer John Backus that lamented that ENIAC was a parallel data flow computer before von Neumann got involved in converting it to sequential programming. But IMO cryptanalysis doesn't count because it ain't general purpose, it's just a fancy adding machine, which puts it squarely behind Babbages plans. (To add something else, last time I was digging into this history, it was apparent that those early computer engineers hadn't actually come across the work of Charles Baggage, after all he couldn't complete his machine so why would anyone have heard of it until historians a hundred years later looking for who was first.) |
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| ▲ | WalterBright an hour ago | parent | prev | next [-] | | The digital internet began with the telegraphy network in the early 1800s. Many, many network protocols were developed and used. | | |
| ▲ | LPisGood 32 minutes ago | parent [-] | | Really? That is so interesting - which ones? Any ancestors of commonly used ones today? |
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| ▲ | Peaches4Rent an hour ago | parent | prev [-] | | Yes, but as Ron Perlman famously said in the beginning of Fallout, "War never changes". I would be more shocked that we eliminated war than if we achieved this version of Elon's future. It makes sense to think that we will continue to make scientific progress through war and self defense. Reason being, nothing is more motivating than wanting to survive | | |
| ▲ | somenameforme an hour ago | parent [-] | | Not to go heads I win, tails you lose, but even if we go down this path - it's the same story because militaries are investing heavily in LLM stuff, both overtly and covertly. Outside of its obvious uses in modeling, data management, and other such things - there also seems to be a fairly widespread belief, among the powers that be, that if you just say the magic words to somebody, that you can make them believe anything. So hyper-scaling LLM potential has direct military application, same as Starlink and Starship. |
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| ▲ | nwellinghoff 3 hours ago | parent | prev | next [-] |
| Yeah it does not make a whole lot of sense as the useful lifespan of the gpus in 4-6 years. Sooo what happens when you need to upgrade or repair? |
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| ▲ | rlt 33 minutes ago | parent | next [-] | | A "fully and rapidly reusable" Starship would bring the cost of launch down orders of magnitude, perhaps to a level where it makes sense to send up satellites to repair/refuel other satellites. | |
| ▲ | Lalabadie 2 hours ago | parent | prev | next [-] | | This is a question that analysts don't even ask on earnings calls for companies with lowly earthbound datacenters full of the same GPUs. The stock moves based on the same promise that's already unchecked without this new "in space" suffix: We'll build datacenters using money we don't have yet, fill them with GPUs we haven't secured or even sourced, power them with infrastructure that can't be built in the promised time, and profit on their inference time over an ever-increasing (on paper) lifespan. | | |
| ▲ | acchow 2 hours ago | parent [-] | | > This is a question that analysts don't even ask On the contrary, data centers continue to pop up deploying thousands of GPUs specifically because the numbers work out. The H100 launched at $30k GPU and rented for $2.50/hr. It's been 3 years since launch, the rent price is still around $2.50. During these 3 years, it has brought in $65k in revenue. | | |
| ▲ | hdjrudni 2 hours ago | parent [-] | | They can run these things at 100% utilization for 3 years straight? And not burn them out? That's impressive. | | |
| ▲ | vlovich123 27 minutes ago | parent [-] | | Not really. GPUs are stateless so your bounded lifetime regardless of how much you use them is the lifetime of the shitties capacitor on there (essentially). Modulo a design defect or manufacturing defect, I’d expect a usable lifetime of at least 10 years, well beyond the manufacturer’s desire to support the drivers for it (ie the sw should “fail” first). |
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| ▲ | mandeepj an hour ago | parent | prev | next [-] | | > the useful lifespan of the gpus in 4-6 years. Sooo what happens when you need to upgrade or repair? Average life of starlink satellite is around 4-5 years | |
| ▲ | superbaconman 2 hours ago | parent | prev | next [-] | | With zero energy cost it will run until it stops working or runs out of fuel, which I'm guessing is between 5-7 years. | | |
| ▲ | tacticus a few seconds ago | parent [-] | | 5 to 7 months given they want 100kw Per ton and magical mystery sauce shielding is going to do shit all. |
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| ▲ | tgsovlerkhgsel 2 hours ago | parent | prev | next [-] | | > Sooo what happens when you need to upgrade or repair? The satellite deorbits and you launch the next one. | |
| ▲ | gricardo99 2 hours ago | parent | prev [-] | | not to mention that radiation hardening of chips has a big impact on cost and performance |
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| ▲ | byearthithatius 5 hours ago | parent | prev | next [-] |
| So what are the other things? You said he glossed over them and didn't mention a single one. |
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| ▲ | aorloff 5 hours ago | parent [-] | | Reliably and efficiently transport energy generated in space back to earth, for starters Or let me guess, its going to be profitable to mine crypto in space (thereby solving the problem of transporting the "work" back to earth) | | |
| ▲ | brd529 2 hours ago | parent | next [-] | | Overview energy has done interesting work in this area. | |
| ▲ | mkull 5 hours ago | parent | prev | next [-] | | Why would you transfer the energy to earth? The energy powers ai compute = $ | | |
| ▲ | Sparyjerry 41 minutes ago | parent | next [-] | | Dead on, You can transmit data to and from space and have the compute completed at potentially fractions of the cost. | | | |
| ▲ | rlt 28 minutes ago | parent | prev [-] | | Not sure why this is downvoted. Much cheaper to transfer data than energy. |
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| ▲ | mlindner 2 hours ago | parent | prev [-] | | It's always better to generate electricity on the ground than attempt to beam it to the ground from space. The efficiency loss of beamed power is huge. | | |
| ▲ | amluto 2 hours ago | parent [-] | | The efficiency loss of nighttime is approximately 100% if we’re talking about solar energy. At least at a most basic level, it’s not totally absurd to stick some kind of power beaming contraption in space where it is mostly not shadowed by the Earth and beam power to a ground station. | | |
| ▲ | aaronharnly 40 minutes ago | parent | next [-] | | I concur it’s not necessarily totally absurd — but when you consider that such contraptions require large — very large! — receiving arrays to be built on the ground, it’s hard to avoid concluding that building gigantic photovoltaic arrays in, say Arizona (for the US) along with batteries for overnight buffering and transmission lines would still be massively more efficient. | |
| ▲ | an hour ago | parent | prev | next [-] | | [deleted] | |
| ▲ | hdjrudni 2 hours ago | parent | prev | next [-] | | Is that more or less absurd than making deals with our neighbours to share their electricity? Build some solar farms around the planet and then distribute it over wire. I honestly don't know the answer. I know there's some efficiency loss running over long wires too but I don't know what's more realistic. | | |
| ▲ | queenkjuul an hour ago | parent [-] | | There is absolutely nothing realistic about power transmission from space to earth, wired or wireless. |
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| ▲ | queenkjuul an hour ago | parent | prev [-] | | We have these things called batteries, you charge them during the day, and drain them at night. A solar+battery setup is already cheaper than a new gas plant. Beaming power from space is absolutely asinine, quite frankly. The losses are absurd, the sun already does it 24/7, and we know how to make wires and batteries to shuffle the sun's power around however we need to. Why on earth would we involve satellites? |
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| ▲ | Rover222 5 hours ago | parent | prev | next [-] |
| You really can't grasp that GPUs scaled at this level is the most ambitious thing possible? That it will be the foundation of unfathomable technological innovation? |
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| ▲ | Aeolun 2 hours ago | parent | prev | next [-] |
| But everyone is crazy about GPU’s right now. Why not ride that wave for extra investment? All the benefits transfer to all the other things we can do with it. |
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| ▲ | overfeed 2 hours ago | parent | prev | next [-] |
| > But being able to pull if off implies an ability to do a lot more interesting things. Those interesting things won't pump up the perceived value of Musk companies to stratospheric levels - or dare I say - to the moon. He needs the public to believe that to earn the trillion-dollar package from the Tesla-Twitter-SpaceX conglomerate, even if the latter turns out to be the only profitable arm of the conglomerate. |
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| ▲ | elihu 4 hours ago | parent | prev | next [-] |
| Honestly, there's not a lot else I can think of if your goal is find some practical and profitable way to take advantage of relatively cheap access to near-Earth space. Communication is a big one, but Starlink is already doing that. One of the things space has going for it is abundant cheap energy in the form of solar power. What can you do with megawatts of power in space though? What would you do with it? People have thought about beaming it back to Earth, but you'd take a big efficiency hit. AI training needs lots of power, and it's not latency sensitive. That makes it a good candidate for space-based compute. I'm willing to believe it's the best low-hanging fruit at the moment. You don't need any major technological advances to build a proof-of-concept. Whether it's possible for this to work well enough that it's actually cheaper than an equivalent terrestrial datacenter now or in the near future is something I can't answer. |
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| ▲ | p1esk 3 hours ago | parent | next [-] | | You don't need any major technological advances to build a proof-of-concept You do - cooling those datacenters in space is an unsolved problem. | | |
| ▲ | rlt 23 minutes ago | parent | next [-] | | Sure it is, just not economically at that scale yet. But if Starship brings the cost to orbit down significantly, maybe. | |
| ▲ | an hour ago | parent | prev | next [-] | | [deleted] | |
| ▲ | mlindner 2 hours ago | parent | prev [-] | | We have radiators on the ISS. Even if you kept the terrible performance of those ancient radiator designs (regularly exposed to sunlight, simplistic ammonia coolant, low temperature) you could just make them bigger and radiate the needed energy. Yes it would require a bit of engineering but to call it an "unsolved problem" is just exaggerating. | | |
| ▲ | borland 2 hours ago | parent [-] | | It's a solved problem. The physics is simply such that it's really inefficient. > ... we'd need a system 12.5 times bigger, i.e., roughly 531 square metres, or about 2.6 times the size of the relevant solar array. This is now going to be a very large satellite, dwarfing the ISS in area, all for the equivalent of three standard server racks on Earth. https://taranis.ie/datacenters-in-space-are-a-terrible-horri... The gist of it is that about 99% of cooling on earth works by cold air molecules (or water) bumping into hot ones, and transferring heat. There's no air in space, so you need a radiator 99x larger than you would down here. That adds up real fast. |
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| ▲ | adventured 3 hours ago | parent | prev [-] | | Bezos has been pushing manufacturing-in-space for a long time, as a ideal candidate for what to do in space that you might prefer to not do on Earth. Robotics, AI automation, manufacturing - combo it in space, let the robots manufacture for us in space. Abundant energy, low concerns about most forms of pollution. We'll need to dramatically improve our ability to transit mass to and from cheaply first of course (we're obviously talking many decades into the future). | | |
| ▲ | ehnto 3 hours ago | parent | next [-] | | That is a fun thought experiment, as we wouldn't want to manufacture too far away from earth we may still be within the earth's atmosphere. I wonder what effect dumping greenhouse gases into the very upper levels of the atmosphere would have in comparison to doing it lower down. My assumption is it would eventually sink to a lower density layer, having more or less the same impact. | |
| ▲ | _fizz_buzz_ 43 minutes ago | parent | prev [-] | | > Bezos has been pushing manufacturing-in-space for a long time, as a ideal candidate for what to do in space that you might prefer to not do on Earth. Robotics, AI automation, manufacturing - combo it in space, let the robots manufacture for us in space. LOL, this seems so far off from the reality of what manufacturing looks like in reality.
- sending raw materials up there
- service technicians are necessary ALL THE TIME, in fully automated production lines
- sending stuff back down Maybe I lack vision, but data centers in space is a 1000x times better idea and that is already a terrible idea. | | |
| ▲ | nunez 21 minutes ago | parent [-] | | The show For All Mankind kind-of hinted at how the labor problem would be solved: recruit like the military and promise huge bonuses that will probably not be realized because space is risky business |
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| ▲ | esseph 5 hours ago | parent | prev | next [-] |
| This is such a hypebeast paragraph. Datacenters in space are a TERRIBLE idea. Figure out how to get rid of the waste heat and get back to me. |
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| ▲ | elihu 4 hours ago | parent | next [-] | | That's not a new problem that no one has dealt with before. The ISS for instance has its External Active Thermal Control System (EACTS). It's not so much a matter of whether it's an unsolvable problem but more like, how expensive is it to solve this problem, what are its limitations, and does the project still makes economic sense once you factor all that in? | | |
| ▲ | OneDeuxTriSeiGo 3 hours ago | parent | next [-] | | It's worth noting that the EACTS can at maximum dissipate 70kW of waste heat. And EEACTS (the original heat exchange system) can only dissipate another 14kW. That is together less than a single AI inference rack. And to achieve that the EACTS needs 6 radiator ORUs each spanning 23 meters by 11 meters and with a mass of 1100 kg. So that's 1500 square meters and 6 and a half metric tons before you factor in any of the actual refrigerant, pumps, support beams, valve assemblies, rotary joints, or cold side heat exchangers all of which will probably together double the mass you need to put in orbit. There is no situation where that makes sense. ----------- Manufacturing in space makes sense (all kinds of techniques are theoretically easier in zero G and hard vacuum). Mining asteroids, etc makes sense. Datacenters in space for people on earth? That's just stupid. | | |
| ▲ | marcus_holmes 3 minutes ago | parent [-] | | I'm a total noob on this. I get that vacuum is a really good insulator, which is why we use it to insulate our drinks bottles. So disposing of the heat is a problem. Can't we use it, though? Like, I dunno, to take a really stupid example: boil water and run a turbine with the waste heat? Convert some of it back to electricity? |
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| ▲ | hyperbovine 3 hours ago | parent | prev [-] | | The ISS consumes roughly 90kW. That’s about *one* modern AI/ML server rack. To do that they need 1000 m^2 of radiator panels (EACTS). So that’s the math: every rack needs another square kilometer of stuff put into orbit. Doesn’t make sense to me. | | |
| ▲ | dnqthao 25 minutes ago | parent | next [-] | | 1000m2 is not a square kilometer (1 square kilometer is 1mil m2) | |
| ▲ | jcgrillo 3 hours ago | parent | prev [-] | | And what happens every time a rack (or node) fails? Does someone go out and try to fix it? Do we just "deorbit" it? How many tons per second of crap would we be burning in the upper atmosphere now? What are the consequences of that? How do the racks (or nodes) talk to eachother? Radios? Lasers? What about the Kessler Syndrome? Not a rocket scientist but 100% agree this sounds like a dead end. | | |
| ▲ | elihu 2 hours ago | parent [-] | | Communication is a well-understood problem, and SpaceX already has Starlink. They might need pretty high bandwidth, but that's not necessarily much of a problem in space. Latency could be a problem, except that AI training isn't the sort of problem where you care about latency. I'd be curious where exactly they plan to put these datacenters... In low Earth orbit they would eventually reenter, which makes them a pollution source and you'd have no solar power half the time. Parking them at the Earth-Sun L1 point would be better for solar power, but it would be more expensive to get stuff there. | | |
| ▲ | WalterBright an hour ago | parent [-] | | > you'd have no solar power half the time Polar orbit. | | |
| ▲ | woooooo 43 minutes ago | parent [-] | | Seasons mess that up unless you're burning fuel to make minor plane changes every day. Otherwise you have an equinox where your plane faces the sun (equivalent to an equatorial orbit) and a solstice where your plane is parallel to the sun (the ideal case). |
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| ▲ | fnord77 4 hours ago | parent | prev | next [-] | | I agree that data centers in space is nuts. But I think there's solutions to the waste heat issue https://www.nasa.gov/centers-and-facilities/goddard/engineer... | | |
| ▲ | OneDeuxTriSeiGo 3 hours ago | parent | next [-] | | The distinction is that what they are doing for Webb is trying to dissipate small amounts of heat that would warm up sensors past cryogenic temperatures. Like on the order of tens or hundreds of watts but -100C. Dissipating heat for an AI datacenter is a different game. A single AI inference or training rack is going to be putting out somewhere around 100kW of waste heat. Temps don't have to be cryogenic but it's the difference between chiselling a marble or jade statue and excavating a quarry. | |
| ▲ | boutell 4 hours ago | parent | prev [-] | | That's a solution for minuscule amounts of heat that nevertheless disturb extremely sensitive scientific experiments. Using gold, no less. This does not scale to a crapton of GPU waste heat. |
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| ▲ | everfrustrated 4 hours ago | parent | prev [-] | | Just have to size radiators correctly. Not a physics problem. Just an economic one. Main physics problem is actually that the math works better at higher GPU temps for efficiency reasons and that might have reliability trade off. | | |
| ▲ | kadoban 3 hours ago | parent [-] | | Anything is possible here, it's just there's no goddamn reason to do any of this. You're giving up the easiest means of cooling for no benefit and you add other big downsides. It's scifi nonsense for no purpose other than to sound cool. | | |
| ▲ | everfrustrated 2 hours ago | parent [-] | | It's about creating a flywheel for scale. Getting better at creating and erecting solar panels & AI datacenters on earth is all well and good, but it doesn't advance SpaceX or humanity very much. At lot of the bottlenecks there are around moving physical mass and paperwork. Whereas combining SpaceX & xAI together means the margins for AI are used to force the economies of scale which drives the manufacturing efficiencies needed to drive down launch etc. Which opens up new markets like Mars etc. It is also pushing their competitive advantage. It leaves a massive moat which makes it very hard for competitors. If xAI ends up with a lower cost of capital (big if - like Amazon this might take 20 years horizon to realize) but it would give them a massive moat to be vertically integrated. OpenAI and others would be priced out. If xAI wants to double AI capacity then it's a purely an automation of manufacturing problem which plays to Elons strengths (Tesla & automation). For anyone on earth doubling capacity means working with electricity restrictions, licensing, bureaucracy, etc. For example all turbines needed for electricity plants are sold years in advance. You can't get a new thermal plant built & online within 5 years even if you had infinite money as turbines are highly complex and just not available. | | |
| ▲ | michaelmrose a minute ago | parent | next [-] | | There is nothing we need on Mars other than science. It's not a market because there isn't money to be made outside of what is required to do whatever economically useless but scientifically valuable efforts we can convince people to fund. We can't build an independent colony we can't live there any time soon. Arguably it may never make sense to live there. | |
| ▲ | amluto an hour ago | parent | prev [-] | | Hmm, Elon really did run that flywheel pretty well. He built the Roadster to drum up some cash and excitement so he could develop the Model S, then he used that success to do the Model X, and then he expanded capacity to develop the 3 and Y, and he reinvested the profits to develop the Model 2, finally bringing EVs to the masses, displacing ICEs everywhere, and becoming the undisputed leader of both EV and battery manufacturering. Oh wait, that didn’t actually happen, because he got distracted or something? He doesn’t really have battery capacity worth writing home about, the Chinese are surpassing Tesla in EV manufacturing, and Waymo is far ahead in self-driving. The amazing space computation cost reduction process sounds rather more challenging than the Model 2, and I’m not sure why anyone should bet on Elon pulling it off. |
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| ▲ | computerthings 3 hours ago | parent | prev | next [-] |
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| ▲ | keepamovin 3 hours ago | parent | prev [-] |
| All right, so how is it that all you geniuses out here are totally right about this, but all the dullards at SpaceX and XAI, who have accomplished nothing compared to you lot, are somehow wrong about what they do every day? I know being right without responsibility feels amazing but results are a brutal filter. |
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| ▲ | raegis 3 hours ago | parent | next [-] | | I once had a job mopping floors and was quite successful at it, even if I say so myself. Based on my experience, do you think it is reasonable for me to claim that I will eventually develop techniques for cleaning the oceans of all plastic waste? Folks are criticizing the pie in the sky claims, not that they can do anything at all. | | |
| ▲ | keepamovin 2 hours ago | parent [-] | | Seems a bit of both. But no disparagement to your floor mopping (as I once was a dishwasher in a commercial kitchen myself), but there's a big gap between cleaning a floor, or a dish, and creating frontier models and spaceships. That said: I think solar is niche, and a moon-shot for how they want it. Nuclear is the future of reliable energy for human civilization. I think the K-scale is the wrong metric. I don't think we should be trying to take all the sun's energy as a goal (don't blot out the sun! don't hide it in a bushel!), or as a civilizational utiltiy - I'm sure better power supplies will come along. | | |
| ▲ | woooooo an hour ago | parent [-] | | Data centers ultimately need to provide power and remove heat. Solar might be a little easier for power in space, maybe, but heat is an absolute no-go, stop, this will never ever work. You can't engineer your way out of the fact that space is a vacuum. |
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| ▲ | cagenut 3 hours ago | parent | prev | next [-] | | spacex is one thing but xai accomplished what? the most racist csam prone llm? | | | |
| ▲ | danmaz74 an hour ago | parent | prev | next [-] | | This vision doesn't come from those great engineers, but from Elon, the guy who promised Hyperloop, FSD in 2 years 10 years ago, and lots of other BS | |
| ▲ | adventured 3 hours ago | parent | prev | next [-] | | There's no reason to think the brilliant minds at SpaceX are supportive of focusing their mission in any manner-what-so-ever on datacenters in space. You can't call on their genius as the supportive argument accordingly. | | |
| ▲ | keepamovin 2 hours ago | parent [-] | | I disagree, I think the idea of a cabal of reactionary comrades inside SpaceX is activist fantasy. I think SpaceX only does what it does with full committment of its people: mind, body, spirit. | | |
| ▲ | nkozyra 42 minutes ago | parent | next [-] | | I think there's a scenario where that's true: one where the head of your company is collaborative and deferential to expertise. There's another scenario, though: one where the head of your company is a bull in a China shop, whose successes have come almost exclusively through a Barnum-esque scheme of cascading bravado and marketing genius without much expertise, but a marvelous ability to sell any idea purely via unearned gravitas. The former is less sexy: I've compiled loads of talented people, and we're going to solve very hard problems, even some that seem impossible. The latter is very sexy: I'm a genius and we're going to accomplish the impossible in one year via sheer force of my grand will. And even if it doesn't actually happen, I'll sell you on the next vision. | | |
| ▲ | keepamovin 9 minutes ago | parent [-] | | It seems like you’re ascribing to Elon some kind of magic, where you feel he’s breaking the rules of what should be allowed in order to achieve success. Is it impossible you simply don’t understand how what he does works? |
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| ▲ | qotgalaxy 2 hours ago | parent | prev [-] | | [dead] |
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| ▲ | sixQuarks 2 hours ago | parent | prev [-] | | This place has derangement syndrome unfortunately. Such pessimists, it’s a bit sad |
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