Comment by gok

10 hours ago

> it is possible to put 500 to 1000 TW/year of AI satellites into deep space, meaningfully ascend the Kardashev scale and harness a non-trivial percentage of the Sun’s power

We currently make around 1 TW of photovoltaic cells per year, globally. The proposal here is to launch that much to space every 9 hours, complete with attached computers, continuously, from the moon.

edit: Also, this would capture a very trivial percentage of the Sun's power. A few trillionths per year.

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.

  • 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

    • 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

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    • 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

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  • 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?

    • 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.

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    • Same that happens with Starlink satellites that are obsolete or exhausted their fuel - they burn up in the atmosphere.

    • > 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

    • 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.

  • So what are the other things? You said he glossed over them and didn't mention a single one.

    • 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)

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    • If we (as in "civilization") were able to produce that many solar panels, we should cover all the deserts with them. It will also shift the local climate balance towards a more habitable ecosystem, enabling first vegetation and then slowly growing the rest of the food chain.

  • > 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.

  • 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.

  • 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.

    • 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.

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    • 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).

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  • 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.

    • 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?

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    • It makes sense to target a higher operating temperature, like 375K. At some point, the energy budget would reach an equilibrium. The Earth constantly absorbs solar energy and also dissipates the heat only by radiative cooling. But the equilibrium temperature of the Earth is still kind of cool.

      I guess the trick lies in the operating temperature and the geometry of the satellites.

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    • 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.

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  • 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.

    • 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.

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    • 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.

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    • 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

Only people who never interacted with data center reliability think it's doable to maintain servers with no human intervention.

  • Whoa there, space-faring sysadmin. You really want that off-world contract tho?

    • Haha, hard pass on the job. I prefer my oxygen at 1 atm.

      I'm not a data center technician myself, but I have deep respect for those folks and the complexity they manage. It's quite surprising the market still buys Musk's claims day after day.

  • There are a class of people who may seem smart until they start talking about a subject you know about. Hank Green is a great example of this.

    For many on HN, Elon buying Twitter was a wake up call because he suddenly started talking about software and servers and data centers and reliability and a ton of people with experience with those things were like "oh... this guy's an idiot".

    Data centers in space are exactly like this. Your comment (correctly) alludes to this.

    Companies like Google, Meta, Amazon and Microsoft all have so many servers that parts are failing constantly. They fail so often on large scales that it's expected things like a hard drive will fail while a single job might be running.

    So all of these companies build systems to detect failures, disable running on that node until it's fixed, alerting someone to what the problem is and then bringing the node back online once the problem it's addressed. Everything will fail. Hard drives, RAM, CPUs, GPUs, SSDs, power supplies, fans, NICs, cables, etc.

    So all data centers will have a number of technicians who are constantly fixing problems. IIRC Google's ratio tended to be about 10,000 servers per technician. Good technicians could handle higher ratios. When a node goes offline it's not clear why. Techs would take known good parts and basically replacce all of them and then figure out what the problem is later, dispose of any bad parts and put tested good parts into the pool of known good parts for a later incident.

    Data centers in space lose all of this ability. So if you have a large number of orbital servers, they're going to be failing constantly with no ability to fix them. You can really only deorbit them and replace them and that gets real expensive.

    Electronics and chips on satellites also aren't consumer grade. They're not even enterprise grade. They're orders of magnitude more reliable than that because they have to deal with error correction terrestial components don't due to cosmic rays and the solar wind. That's why they're a fraction of the power of something you can buy from Amazon but they cost 1000x as much. Because they need to last years and not fail, something no home computer or data center server has to deal with.

    Put it this way, a hardened satellite or probe CPU is like paying $1 million for a Raspberry Pi.

    And anybody who has dealt with data centers knows this.

    • Great comment on hardware and maintenance costs, and in comparison Elon wrote "My estimate is that within 2 to 3 years, the lowest cost way to generate AI compute will be in space." It's a pity this reads like the entire acquisition of xAi is based on "Elon's napkin math" (maybe he checked it with Grok)

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    • Thanks for putting words to that; the paragraph which most stuck out to me as outlandish is (emphasis mine):

          The basic math is that launching a million tons per year of satellites generating 100 kW of compute power per ton would add 100 gigawatts of AI compute capacity annually, *with no ongoing operational or maintenance needs*.
      

      I'm deeply disillusioned to arrive at this conclusion but the Occam's Razor in me feels this whole acquisition is more likely a play to increase the perceptual value of SpaceX before a planned IPO.

    • > but they cost 1000x as much

      Compute power has increased more than 1000x while the cost came down.

      I recall paying $3000 for my first IBM PC.

      > they need to last years and not fail

      Not if they are cheap enough to build and launch. Quantity has a quality all its own.

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    • First of all Twitter had basically no downtime since he bought it, so all the 'internet experts' posting their thoughts were completely dead wrong. If anything Twitter was far more reliable than Microsoft has been these past few years.

      You are assuming things need to run the same way in space, for instance you mentioned fans, you won't have any in space. You also won't have any air, dust, static, or any moving parts.

      You are assuming the costs to launch to orbit are high, when the entire point of Spacex's latest ship is to bring the cost to launch so low that it is cheaper per ton than an airplane flight.

      Maintenance would be nice but you are saying this like Elon Musk's company doesn't already manage the most powerful datacenters on the planet.

      You have no clue what you are talking about regarding cosmic rays and solar wind, these will literally be solar powered and behind panels and shielding 100% of the time.

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    • Might be why he's also investing in building their own fabs - if he can keep the silicon costs low then that flips a lot of the math here.

  • But … but what if we had solar-powered AI SREs to fix the solar-powered AI satellites… /in space/?

    • Maintaining modern accelerators requires frequent hands-on intervention -- replacing hardware, reseating chips, and checking cable integrity.

      Because these platforms are experimental and rapidly evolving, they aren't 'space-ready.' Space-grade hardware must be 'rad-hardened' and proven over years of testing.

      By the time an accelerator is reliable enough for orbit, it’s several generations obsolete, making it nearly impossible to compete or turn a profit against ground-based clusters.

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  • Do they need to be maintained? If one compute node breaks, you just turn it off and don't worry about it. You just assume you'll have some amount of unrecoverable errors and build that into the cost/benefit analysis. As long as failures are in line with projections, it's baked in as a cost of doing business.

    The idea itself may be sound, though that's unrelated to the question of whether Elon Musk can be relied on to be honest with investors about what their real failure projections and cost estimates are and whether it actually makes financial sense to do this now or in the near future.

    • AI clusters are heavily interconnected, the blast radius for single component failure is much larger than running single nodes -- you would fragment it beyond recovery to be able to use it meaningfully.

      I can't get in detail about real numbers but it's not doable with current hardware by a large margin.

  • This guy invented reusable rockets that land themselves. I'm sure xAI is not just one guy. Plenty of talented people work there.

I wonder what the plan is to recycle those. Without a plan to safely bring back all this hardware and recycling it, we'll deplete earth from it's mineral. The matter used to build things on earth stays within earth's ecosystem.

Moving matter out continusously at industrial scale with no plan to bring 100% of it back in the ecosystem other than burning it seems quite unsustainable and irresponsable.

Not to mention… how do you repair it when components fail, especially sensitive electronics against cosmic radiation

I couldn't believe that was an actual quote from the article. It is.

These people are legit insane.

  • Not insane at all. They are perfectly sane and know words can be twisted to justify just about anything, when stating the actual goals is unsavory.

Whilst I agree that this glosses over a huge number of technical obstacles, space based solar power could scale more easily than that on earth. Lack of variable weather and gravity means rather than using photovoltaic cells, you can just set up paper thin huge mirrors to focus light and generate steam.

Caveat: my understanding of this largely comes from the book The High Frontier, which is really old and probably inaccurate. I can't think of a reason why this particular point would be wrong though.

Context missing. This is in reference to a vision the (distant?) future where the satellites are manufactured in factories on the Moon and sent into space with mass drivers.

Full paragraph quote comes from:

> While launching AI satellites from Earth is the immediate focus, Starship’s capabilities will also enable operations on other worlds. Thanks to advancements like in-space propellant transfer, Starship will be capable of landing massive amounts of cargo on the Moon. Once there, it will be possible to establish a permanent presence for scientific and manufacturing pursuits. Factories on the Moon can take advantage of lunar resources to manufacture satellites and deploy them further into space. By using an electromagnetic mass driver and lunar manufacturing, it is possible to put 500 to 1000 TW/year of AI satellites into deep space, meaningfully ascend the Kardashev scale and harness a non-trivial percentage of the Sun’s power. >

  • > This is in reference to a vision the (distant?) future where the satellites are manufactured in factories on the Moon and sent into space with mass drivers.

    In the meantime, how about affordable insulin for everybody?

  • Why is it cheaper to ship all of the materials to space, then to the moon for assembly (which also includes shipping all of the people and supplies to keep them alive), then back into space vs just…

    building them on earth and then shipping them up?

    We’re not exactly at a loss for land over here.

  • Why would satellites be manufactured on the moon? There's nothing on the moon. The raw materials would have to be ferried over first. What would be the point?

    • It would appeal to naive technofetishists, the same crowd of investors enamored by many of Elon's other impossible schemes.

      The moon mfg makes significantly more sense than the hilarious plan to establish a permanent Mars base in the next 50 years, but that's not saying much.

    • > Why would satellites be manufactured on the moon? There's nothing on the moon. The raw materials would have to be ferried over first. What would be the point?

      From lunar regolith you would extract: oxygen, iron, aluminum, titanium, silicon, calcium, and magnesium.

      From the poles you can get fuel (water ice -> water + hydrogen + oxygen).

      The real constraint is not materials, but rather power generation, automation reliability, and initial capital investment.

      So you have to shuttle machines, energy systems, and electronics.

      The moon can supply mass, oxygen, fuel, and structure.

      Satellites that would benefit most are: huge comms platforms, space-based power satellites, large radar arrays, deep-space telescopes, etc.

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> We currently make around 1 TW of photovoltaic cells per year, globally.

Doubling every three years; at that rate it would take about 30 years for 1TW to become 1000TW. Whether on not the trend continues largely depends on demand, but as of right now humanity seems to have an insatiable demand for power.

  • We’re not going to use 100% of our solar panel manufacturing capacity to power space data centers, specifically because everyone else on the ground is so power-hungry. If we’re being generous, it could maybe top out at 1%, which adds another ~20 years to your timeline for a total of 50. I think it’s safe to say this part is bunk (along with everything else about this plan which is also bunk).

    • We seem to be using 100% of our DRAM manufacturing for AI. So it's not completely out of the question.

In fairness, solar cells can be about 5x more efficient in space (irradiance, uptime).

  • The quoted "1 TW of photovoltaic cells per year, globally" is the peak output, not the average output. They're only about 20% higher peak output in space… well, if you can keep them cool at least.

  • It is more than 5x less expensive to get surface area on earth’s surface.

    • The dominant factor is "balance of system" aka soft costs, which are well over 50%.[0]

      Orbit gets you the advantage of 1/5th the PV and no large daily smoothing battery, but also no on-site installation cost, no grid interconnect fees, no custom engineering drawings, no environmental permitting fees, no grid of concrete footers, no heavy steel frames to resist wind and snow loads. The "on-site installation" is just the panels unfolding, and during launch they're compact so the support structure can be relatively lightweight.

      When you cost building the datacenter alone, it's cheaper on earth. When you cost building the solar + batteries + datacenter, it (can be) cheaper in space, if you build it right and have cheap orbital launch.

      [0] https://en.wikipedia.org/wiki/Balance_of_system

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    • Right now it is.

      However, the amount of available land is fixed and the demand for its use is growing. Solar isn't the only buyer in this real estate market.

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  • Fortunately there are no downsides to launching solar cells into space that would offset those gains.

  • Solar cells have exactly the same power rating on earth as in space surely? What would change is their capacity factor and so energy generation.

    • Solar modules you can buy for your house usually have quoted power ratings at "max STC" or Standard Testing Conditions, which are based on insolation on Earth's surface.

      https://wiki.pvmet.org/index.php?title=Standard_Test_Conditi...

      So, a "400W panel" is rated to produce 400W at standard testing conditions.

      I'm not sure how relevant that is to the numbers being thrown around in this thread, but thought I'd provide context.

    • Satellites can adjust attitude so that the panels are always normal to the incident rays for maximum energy capture. And no weather/dust.

      You also don't usually use the same exact kind of panels as terrestrial solar farms. Since you are going to space, you spend the extra money to get the highest possible efficiency in terms of W/kg. Terrestrial usually optimizes for W/$ nameplate capacity LCOE, which also includes installation and other costs.

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    • Atmospheric derating brings insolation from about 1.367KW/m2 to about 1.0.

      And then there’s that pesky night time and those annoying seasons.

      It’s still not even remotely reasonable, but it’s definitely much higher in space.

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  • And how much of that power would be spent on high speed communications with Earth that aren't, you know, a megabit or two per second

    • I grew up on a rural farm in California with a dial-up connection that significantly hampered my ability to participate in the internet as a teenager. I got Starlink installed at my parents' house about five years ago, and it's resulted in me being able to spend considerably more time at home.

      Even with their cheapest home plan, we're getting like 100 Mbps down and maybe 20 to 50 up. So it's just not true at all that you would have connections that are a megabit or two per second.

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    • That's pretty much a solved problem. We've had geostationary constellations for TV broadcast at hundreds of megabytes for decades now, and lasers for sat-to-sat comms seems to be making decent progress as well.

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    • The intractable problem is heat dissipation. There is to little matter in space to absorb excess heat. You'd need thermal fins bigger than the solar cells. The satellite's mass would be dominated by the solar panels and heat fins such that maybe 1% of the mass would be usable compute. It would be 1000x easier to leave them on the moon and dissipate into the ground and 100000x easier to just keep making them on earth.

    • and, of course and inter-satellite comms and earth base station links to get the data up and down. Starlink is one thing at just above LEO a few hundred km and 20km apart, but spreading these around 10s of thousands of km and thosands of km apart is another thing

Earth does have plenty of sand and iron. Literally all you have to do is grow the sand into a crystal, slice it up, etch some patterns onto it, then add some metal.

Making only 1TW of pv cells per year is a skill issue.

> We currently make around 1 TW of photovoltaic cells per year, globally.

China made 1.8 TW of solar cells in 2025.

The raw materials required to make these are incredibly abundant, we make as much as we need.

  • you realize the factor of 2 you introduce doesn't meaningfully change the order of magnitude that the previous poster is implying right?

    • You missed the point.

      We can make ten or hundred times the number of solar cells we make right now, we just don't have a reason to. The technology is fairly ancient unless you want to compete on efficiency, and the raw materials abundant.

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You're not considering some important multipliers. In space you're already getting a substantial immediate boost due to greater solar irradiance - no atmosphere or anything getting in the way of those juicy photons. You can also get 24 hour coverage in space. And finally they mention "deep space" - it's unclear what that means but solar irradiance increases on an inverse square law - get half way to the sun and you're getting another 4x boost in power. I'm sure there's other factors I'm not considering as well - space and solar just go quite well together.

This is all based on bad math. The people proposing these things don't even have proper scientific and mathematical training to determine what is achievable.

See Dyson Sphere: https://en.wikipedia.org/wiki/Dyson_sphere

Doesn't this risk some unforeseen effects on Earth or the rest of the solar system at that scale? Disruption of magnetic shield, some not yet known law of physics suddenly getting felt etc.?

Pfft that would just require setting up an entire lunar mineral extraction and refining system larger than we have on earth, just minor details.

Help me understand something. We make 1 TW of cells per year but we're struggling with bringing 1 GW consuming data centers online?

  • Nameplate capacity needs a derate for availability, so you can drop it down to about 200GW(e) equivalent continuous power assuming we're making and deploying enough batteries to support it. More, obviously, if those panels are going to an equatorial desert, less if they're going to sunny Svalbard in the winter time.

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  • > And not delivering products

    2024 revenue of >$100b is quite impressive for not delivering any products

    • You know what they mean. Full self-driving was promised what, 10 years ago? Tesla Roadster? Sub-25K car? etc etc etc

    • I should say delivering promised products.

      Anyway they just canned the S and X lines so that's done as well...

    • What kind of nonsense is that. SpaceX 2024 revenue barely broke $10B, if that. Launch was probably ~$4B and Starlink probably ~$5B. I'll give them the benefit of the doubt and double those just for shits and giggles and that's still less than $20B and you're claiming >$100B? Horse shit. Nonsense.

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  • At best, he should be a persona non grata across just about every aspect of society.

    Even if you discount all the Nazi crap, he's directly responsible for deaths of 600,000+ people, mostly kids, for his illegal destruction of USAID.

    What a tremendous failure it is that this guy is still allowed such a prominent place in society.