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Author Topic: [2017-09-28] The Ridiculous Amount of Energy It Takes to Run Bitcoin  (Read 2902 times)
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September 29, 2017, 03:42:33 AM
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Running Bitcoin uses a small city’s worth of electricity. Intel and others want to make a more sustainable blockchain

Bitcoin “miners” are electromagnetic alchemists, effectively turning megawatt-hours of electricity into the world’s fastest-growing currency. Their intensive computational activity cryptographically secures the virtual currency, approves transactions, and, in the process, creates new bitcoins for the miners, as payment.

And it does another thing, too: It uses an absolutely stunning amount of power. The ever-expanding racks of processors used by miners already consume as much electricity as a small city. It’s a problem that experts say is bad and getting worse.

“The concern that people continue to debate is, where does this end?” says Michael Reed, head of blockchain technology for Intel.

The Bitcoin leech sucking on the world’s power grids has been held in check, so far, by rapid gains in the energy efficiency of mining hardware. But energy and blockchain analysts are worried about the possibility of a perfect storm: Those efficiency gains are slowing while bitcoin value is rising fast—and its potential transaction growth is immense.

There’s a silver lining, though: This troubling energy picture is inspiring innovators such as Reed to come up with energy-saving approaches that would unleash the technology behind Bitcoin, allowing it to expand into applications for which it was never intended [see “Blockchains: How They Work and Why They’ll Change the World,” in this issue]. Developers of blockchains for such disparate applications as health care management and solar-power trading see Bitcoin’s energy-intensive design as a nonstarter and are now crafting more sustainable blockchains.

To understand these new blockchains, first consider the existing ones. A blockchain is a list of transactions—a ledger—maintained by a community of users, rather than a central authority. It’s called a blockchain because new transactions are bundled into “blocks” of data and written onto the end of a “chain” of existing blocks describing all prior transactions.

That process of chaining blocks together provides the security that has made Bitcoin hack-proof. But the process of writing new blocks, called mining, consumes a lot of energy, for several reasons. One is that each block of transactions must be encoded in an iterative process called cryptographic hashing, which is computationally intensive. It produces a hash, which is a string of characters of fixed length, and it must begin with a specific number of zeros.

Here’s why that takes a lot of computing. Blocks are created by transforming the data associated with a group of transactions. That transformational process, known as hashing, isn’t inherently computationally intensive. But to get a hash that starts with the required number of zeros—it changes (typically increasing) after every 2,016 blocks or roughly every two weeks—a miner has to tweak the data and then hash it, check whether the result has the proper number of zeros, and, if not, start over again. That process of hashing and rehashing usually goes on thousands of times and consumes lots of energy.

The first miner on the network to find a valid hash uses it to create a block, adds it to the chain, and is then rewarded for this community service with newly minted bitcoins. With many parties competing to win each block, no one party can gain control over the currency and its ledger.

Bitcoin’s mining-based ledger-writing process is aptly known as “proof of work.” In June, the world’s bitcoin miners were generating roughly 5 quintillion 256-bit cryptographic hashes every second, according to the all-things-Bitcoin website Blockchain.info. That’s a 5 with 18 zeros after it, every second. No entity tracks how much power it takes to sustain that level of computation. But estimates by independent researchers suggest it’s around 500 megawatts—enough to supply roughly 325,000 homes [PDF] —with the activity concentrated in China and a few other countries with cheap energy and, in some cases, loose regulations on emissions.

Because of all that calculation, the energy cost of Bitcoin is high in comparison with that of conventional financial transactions. For example, according to one estimate, processing a bitcoin transaction consumes more than 5,000 times as much energy as using a Visa credit card.

Mining power is high and getting higher, thanks to a computational arms race. Recall that the required number of zeros at the beginning of a hash is tweaked biweekly to adjust the difficulty of creating a block—and more zeros means more difficulty. The Bitcoin algorithm adds these zeros in order to keep the rate at which blocks are added constant, at one new block every 10 minutes. The idea is to compensate for the mining hardware becoming more and more powerful. When the hashing is harder, it takes more computations to create a block and thus more effort to earn new bitcoins, which are then added to circulation.

“If you try to work harder, the algorithm makes it more difficult,” says Harald Vranken, a computer scientist at Radboud University, in Nijmegen, Netherlands. “It’s a very circular game.”

Vranken says doing today’s calculations would “consume way more power than is generated on the entire planet” if it were done using the CPUs available when Bitcoin launched in 2009. What has prevented such disruption is a series of hardware upgrades: Miners began abandoning the CPU for the more-efficient graphics processing unit around 2011, and by 2013, chipmakers were producing application-specific integrated circuits (ASICs) just for bitcoin mining.

Today’s state-of-the-art Bitcoin ASICs complete a 256-bit hash 100 million times as fast and with one-millionth the energy of a 2009-vintage CPU, Vranken says. Yet more efficiency gains are possible by optimizing data centers from the ground up to power and cool bitcoin-mining ASICs [PDF] [see “Why the Biggest Bitcoin Mines Are in China,” coming soon in this issue].

The problem is that chip efficiency gains are slowing [see “Moore’s Law Might Be Slowing Down, But Not Energy Efficiency,” IEEE Spectrum, April 2015] and, according to Vranken, are losing ground against Bitcoin’s exponentially rising exchange rate and rates of hash computation. Another Dutch researcher, Sebastiaan Deetman, says an “enormous increase in hash rate” over the last year or so has likely pushed Bitcoin’s global draw closer to 700 MW.

And if the hash computations accelerate further? In that case, Deetman, who is a doctoral candidate in industrial ecology at Leiden University, sees Bitcoin power demand ballooning 20-fold—to 14 gigawatts—by 2020. If that happens, Bitcoin will be using as much electricity as Denmark.

In certain places, Bitcoin’s power drain may already be straining grids. Mining took off recently in Venezuela, where bitcoins make an attractive alternative to the bolivar, largely worthless now because of hyperinflation. Earlier this year, Venezuelan authorities shut down a mining operation whose 11,000 computers were allegedly running on power that was being siphoned illegally. The drain apparently caused a backlash amid the country’s severe electricity shortages.

Intel’s Reed says that Bitcoin’s sustainability in terms of power usage is tough to predict. He cites such factors as the periodic reduction in the number of bitcoins that miners earn for adding a block. “It’s a very complex set of inputs,” he says.

What Reed is sure of, however, is that the world’s power infrastructures could not handle many more blockchains running on Bitcoin’s computationally intensive proof-of-work mining scheme.

He notes that the leaders of Ethereum—the world’s second most popular cryptocurrency, which started trading in 2015—are planning a switch to a noncompetitive alternative algorithm called proof of stake. Instead of miners battling for block-hashing rights, the network would assign block-adding rights to “forgers” based on their relative holdings of Ethereum currency (known as ethers). This scheme would slash Ethereum’s energy footprint by eliminating the mining process and its computational arms race.

Reed’s team at Intel is working on a novel energy-saving blockchain system that relies on security features built into the chipmaker’s CPUs. Intel’s Hyperledger Sawtooth blockchain software randomly selects which users will write each block. Its proof-of-elapsed-time scheme idles all users’ code for randomly determined intervals. The first to awaken adds the latest transactions to the blockchain and wins compensation.

What prevents participants from tampering with the code to get a larger share of the blocks, says Reed, is that they must run Sawtooth code on Intel CPUs equipped with its Software Guard Extensions (SGX) technology. SGX combines protected areas of memory for code execution with a remote system for verifying its sanctity, enabling Intel to determine whether code has been tampered with.

Several blockchain application developers have signed on, Reed says, including PokitDok, a provider of platforms for sharing health care data. Ted Tanner, PokitDok’s chief technology officer and cofounder, expects several applications by the end of 2017, including an identity-validation system to link patients with their medical records and automatic adjudication of some health insurance claims.

At Cornell University, meanwhile, researchers are using Intel’s SGX to one-up the chip giant. Team leader Ittay Eyal says their system fixes an unintended waste-encouraging aspect of Intel’s blockchain scheme, which his team calls the stale-chip problem. Miners in Intel’s proof-of-elapsed-time scheme will have a financial incentive to use the cheapest SGX-enabled CPUs available, predicts Eyal. This will extend the use of outmoded, inefficient CPUs, he says.

Eyal’s team presented its alternative code [PDF] in May. In their proof-of-useful-work system, participants win blocks by getting credit for doing their own work-related computations within the SGX. A pharmaceutical firm, for example, could run simulations of molecules interacting and simultaneously establish its block-writing status. The firm would want to use the fastest chips available rather than outdated chips, Eyal argues. This preference, his group estimates, should make proof-of-useful-work blockchains at least 25 times as efficient as Intel’s.

Eyal says that lower-energy-consumption blockchains relying on secure hardware will support many applications. But he predicts that such blockchains will not find favor with security-obsessed cryptocurrency users. “The Bitcoin community will not be open to trusting Intel—or anyone else, for that matter,” Eyal declares. In other words, blockchain technology writ large may have a sustainable future, but the power-sucking Bitcoin leech will probably remain ravenous for the foreseeable future.

https://spectrum.ieee.org/energy/policy/the-ridiculous-amount-of-energy-it-takes-to-run-bitcoin
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September 29, 2017, 03:58:36 AM
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Running Bitcoin uses a small city’s worth of electricity. Intel and others want to make a more sustainable blockchain

Bitcoin “miners” are electromagnetic alchemists, effectively turning megawatt-hours of electricity into the world’s fastest-growing currency. Their intensive computational activity cryptographically secures the virtual currency, approves transactions, and, in the process, creates new bitcoins for the miners, as payment.

And it does another thing, too: It uses an absolutely stunning amount of power. The ever-expanding racks of processors used by miners already consume as much electricity as a small city. It’s a problem that experts say is bad and getting worse.

“The concern that people continue to debate is, where does this end?” says Michael Reed, head of blockchain technology for Intel.

The Bitcoin leech sucking on the world’s power grids has been held in check, so far, by rapid gains in the energy efficiency of mining hardware. But energy and blockchain analysts are worried about the possibility of a perfect storm: Those efficiency gains are slowing while bitcoin value is rising fast—and its potential transaction growth is immense.

There’s a silver lining, though: This troubling energy picture is inspiring innovators such as Reed to come up with energy-saving approaches that would unleash the technology behind Bitcoin, allowing it to expand into applications for which it was never intended [see “Blockchains: How They Work and Why They’ll Change the World,” in this issue]. Developers of blockchains for such disparate applications as health care management and solar-power trading see Bitcoin’s energy-intensive design as a nonstarter and are now crafting more sustainable blockchains.

To understand these new blockchains, first consider the existing ones. A blockchain is a list of transactions—a ledger—maintained by a community of users, rather than a central authority. It’s called a blockchain because new transactions are bundled into “blocks” of data and written onto the end of a “chain” of existing blocks describing all prior transactions.

That process of chaining blocks together provides the security that has made Bitcoin hack-proof. But the process of writing new blocks, called mining, consumes a lot of energy, for several reasons. One is that each block of transactions must be encoded in an iterative process called cryptographic hashing, which is computationally intensive. It produces a hash, which is a string of characters of fixed length, and it must begin with a specific number of zeros.

Here’s why that takes a lot of computing. Blocks are created by transforming the data associated with a group of transactions. That transformational process, known as hashing, isn’t inherently computationally intensive. But to get a hash that starts with the required number of zeros—it changes (typically increasing) after every 2,016 blocks or roughly every two weeks—a miner has to tweak the data and then hash it, check whether the result has the proper number of zeros, and, if not, start over again. That process of hashing and rehashing usually goes on thousands of times and consumes lots of energy.

The first miner on the network to find a valid hash uses it to create a block, adds it to the chain, and is then rewarded for this community service with newly minted bitcoins. With many parties competing to win each block, no one party can gain control over the currency and its ledger.

Bitcoin’s mining-based ledger-writing process is aptly known as “proof of work.” In June, the world’s bitcoin miners were generating roughly 5 quintillion 256-bit cryptographic hashes every second, according to the all-things-Bitcoin website Blockchain.info. That’s a 5 with 18 zeros after it, every second. No entity tracks how much power it takes to sustain that level of computation. But estimates by independent researchers suggest it’s around 500 megawatts—enough to supply roughly 325,000 homes [PDF] —with the activity concentrated in China and a few other countries with cheap energy and, in some cases, loose regulations on emissions.

Because of all that calculation, the energy cost of Bitcoin is high in comparison with that of conventional financial transactions. For example, according to one estimate, processing a bitcoin transaction consumes more than 5,000 times as much energy as using a Visa credit card.

Mining power is high and getting higher, thanks to a computational arms race. Recall that the required number of zeros at the beginning of a hash is tweaked biweekly to adjust the difficulty of creating a block—and more zeros means more difficulty. The Bitcoin algorithm adds these zeros in order to keep the rate at which blocks are added constant, at one new block every 10 minutes. The idea is to compensate for the mining hardware becoming more and more powerful. When the hashing is harder, it takes more computations to create a block and thus more effort to earn new bitcoins, which are then added to circulation.

“If you try to work harder, the algorithm makes it more difficult,” says Harald Vranken, a computer scientist at Radboud University, in Nijmegen, Netherlands. “It’s a very circular game.”

Vranken says doing today’s calculations would “consume way more power than is generated on the entire planet” if it were done using the CPUs available when Bitcoin launched in 2009. What has prevented such disruption is a series of hardware upgrades: Miners began abandoning the CPU for the more-efficient graphics processing unit around 2011, and by 2013, chipmakers were producing application-specific integrated circuits (ASICs) just for bitcoin mining.

Today’s state-of-the-art Bitcoin ASICs complete a 256-bit hash 100 million times as fast and with one-millionth the energy of a 2009-vintage CPU, Vranken says. Yet more efficiency gains are possible by optimizing data centers from the ground up to power and cool bitcoin-mining ASICs [PDF] [see “Why the Biggest Bitcoin Mines Are in China,” coming soon in this issue].

The problem is that chip efficiency gains are slowing [see “Moore’s Law Might Be Slowing Down, But Not Energy Efficiency,” IEEE Spectrum, April 2015] and, according to Vranken, are losing ground against Bitcoin’s exponentially rising exchange rate and rates of hash computation. Another Dutch researcher, Sebastiaan Deetman, says an “enormous increase in hash rate” over the last year or so has likely pushed Bitcoin’s global draw closer to 700 MW.

And if the hash computations accelerate further? In that case, Deetman, who is a doctoral candidate in industrial ecology at Leiden University, sees Bitcoin power demand ballooning 20-fold—to 14 gigawatts—by 2020. If that happens, Bitcoin will be using as much electricity as Denmark.

In certain places, Bitcoin’s power drain may already be straining grids. Mining took off recently in Venezuela, where bitcoins make an attractive alternative to the bolivar, largely worthless now because of hyperinflation. Earlier this year, Venezuelan authorities shut down a mining operation whose 11,000 computers were allegedly running on power that was being siphoned illegally. The drain apparently caused a backlash amid the country’s severe electricity shortages.

Intel’s Reed says that Bitcoin’s sustainability in terms of power usage is tough to predict. He cites such factors as the periodic reduction in the number of bitcoins that miners earn for adding a block. “It’s a very complex set of inputs,” he says.

What Reed is sure of, however, is that the world’s power infrastructures could not handle many more blockchains running on Bitcoin’s computationally intensive proof-of-work mining scheme.

He notes that the leaders of Ethereum—the world’s second most popular cryptocurrency, which started trading in 2015—are planning a switch to a noncompetitive alternative algorithm called proof of stake. Instead of miners battling for block-hashing rights, the network would assign block-adding rights to “forgers” based on their relative holdings of Ethereum currency (known as ethers). This scheme would slash Ethereum’s energy footprint by eliminating the mining process and its computational arms race.

Reed’s team at Intel is working on a novel energy-saving blockchain system that relies on security features built into the chipmaker’s CPUs. Intel’s Hyperledger Sawtooth blockchain software randomly selects which users will write each block. Its proof-of-elapsed-time scheme idles all users’ code for randomly determined intervals. The first to awaken adds the latest transactions to the blockchain and wins compensation.

What prevents participants from tampering with the code to get a larger share of the blocks, says Reed, is that they must run Sawtooth code on Intel CPUs equipped with its Software Guard Extensions (SGX) technology. SGX combines protected areas of memory for code execution with a remote system for verifying its sanctity, enabling Intel to determine whether code has been tampered with.

Several blockchain application developers have signed on, Reed says, including PokitDok, a provider of platforms for sharing health care data. Ted Tanner, PokitDok’s chief technology officer and cofounder, expects several applications by the end of 2017, including an identity-validation system to link patients with their medical records and automatic adjudication of some health insurance claims.

At Cornell University, meanwhile, researchers are using Intel’s SGX to one-up the chip giant. Team leader Ittay Eyal says their system fixes an unintended waste-encouraging aspect of Intel’s blockchain scheme, which his team calls the stale-chip problem. Miners in Intel’s proof-of-elapsed-time scheme will have a financial incentive to use the cheapest SGX-enabled CPUs available, predicts Eyal. This will extend the use of outmoded, inefficient CPUs, he says.

Eyal’s team presented its alternative code [PDF] in May. In their proof-of-useful-work system, participants win blocks by getting credit for doing their own work-related computations within the SGX. A pharmaceutical firm, for example, could run simulations of molecules interacting and simultaneously establish its block-writing status. The firm would want to use the fastest chips available rather than outdated chips, Eyal argues. This preference, his group estimates, should make proof-of-useful-work blockchains at least 25 times as efficient as Intel’s.

Eyal says that lower-energy-consumption blockchains relying on secure hardware will support many applications. But he predicts that such blockchains will not find favor with security-obsessed cryptocurrency users. “The Bitcoin community will not be open to trusting Intel—or anyone else, for that matter,” Eyal declares. In other words, blockchain technology writ large may have a sustainable future, but the power-sucking Bitcoin leech will probably remain ravenous for the foreseeable future.

https://spectrum.ieee.org/energy/policy/the-ridiculous-amount-of-energy-it-takes-to-run-bitcoin

The price of Bitcoin has increased of late. However, kWh, fiat currency, and credit card balance variables have not and so the conclusion is still same; mass adoption of Bitcoin across US households will result in very large increases in electricity use relative to existing financial systems.
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September 29, 2017, 05:57:02 AM
 #3

Wow! Thanks for the very exhaustive write-up.

It is true that BTC mining seriously takes so much energy usage that is why it is exorbitant to have our BTC's mined. This is also why BTC miners are profiting well. I guess it is high time to do something about this so as to help BTC investors earn in a more profitable manner without its income being robbed substantially by these miners. This is true without saying that miners are cartel. It is just only these skillful people can benefit from most of BTC investors' money. Simply put, high electricity costs result to expensive mining fees. Expensive mining fees result to BTC investors having to pay so much amount. It is a domino effect.
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September 29, 2017, 08:14:35 AM
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This is how i visualise why the blockchain needs to be decentralised, as the mining difficulty hash rate rapidly grow exponentially, the higher the difficulty,the higher electricity power it require. Based on 2014 report it needs of at least 100 kilowatt of power to mine a single bitcoin. That's more enough to power a hundred households in a rural area. If it is centralised, it i more costly to operate a mining firm as it is need high electrical load and robust electrical equipment to consume a 100kw bitcoin. If we decentralise it like 100 homes mining bitcoin it only need 1kw load of electrical supply and that is still in the safety load range of a home and the burden of electrical cost will be distribute than a single centralised mining firm and also the advantages of a decentralised mining is it cuts the cost of labor and overhead expenses and if anything goes wrong with the mining equipment, their are still another mining household that can continue to operate unlike on a single centralised mining if anything goes wrong, the mining downtime is greatly affected.
We suffer enough electricty production to secure a blockchain which i can see that it is not an eco-friendly, if the proof-of-work reward concept of mining bitcoin is still to continue, i could say it that the bitcoin miners are the most wasteful energy consumers in the world, unlike Ethereum , they are now beginning to switch from a proof-of-work to proof-of-stake blockchain reward because they know the long term effect of the proof-of-work massive exponential growth of hash rate difficulty.
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September 29, 2017, 08:20:08 AM
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We suffer enough electricty production to secure a blockchain which i can see that it is not an eco-friendly, if the proof-of-work reward concept of mining bitcoin is still to continue, i could say it that the bitcoin miners are the most wasteful energy consumers in the world, unlike Ethereum , they are now beginning to switch from a proof-of-work to proof-of-stake blockchain reward because they know the long term effect of the proof-of-work massive exponential growth of hash rate difficulty.

Proof-of-work is only wasteful if the same security could be provided with less energy. Proof-of-stake sounds nice, but it hasn't been shown to be viable on paper, let alone in practice. Yes, there are POS blockchains, but they are very small and undoubtedly do not / will not face the same kinds of adversaries that Bitcoin does.

If proof-of-stake is shown to be viable in the long term (years) on Ethereum, then I'll start taking it seriously. But from where I stand, POW is the only thing we can truly rely on. The incentives work.

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September 29, 2017, 10:24:52 AM
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There is a big problem here and then when there is one there would be innovative people or organizations that would be offering the right solutions thereby rewarding the solution providers the profits they are aspiring for in the process. I am really wondering why it took a lot of electricity to mine Bitcoin...can we not have a better system for that where energy consumption is not that very significant so that those in countries with expensive power rate can also participate in Bitcoin mining? I am sure soon there would be answers to my question because there would be providers to come up with a system appropriate to our needs.
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September 29, 2017, 01:28:14 PM
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Article fails:

  • To understand the purpose of increasing hashing difficulty (mechanism to prevent a miner using trivial amounts of hashing power to command and corrupt the network)
  • To understand the purpose of blockchains (decentralised networks to provide unimpeachable standard of reliable data)
  • To prove that the energy is wasted (a consequence of not understanding what the energy is being used for)
  • To explain why using energy that's being paid for is a problem in any other way


But then again, IEEE Spectrum is picking up a reputation for bad journalism. I don't think computer science and programming folks took them seriously after they re-wrote the story about Bill Gates stealing the source code for MS DOS (exonerating Billionaire Gates or all wrong-doing, for reasons... unknown. I wonder how the multi-billionaire Gates managed to convince them to change the story Roll Eyes)

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September 29, 2017, 01:59:24 PM
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There is a big problem here and then when there is one there would be innovative people or organizations that would be offering the right solutions thereby rewarding the solution providers the profits they are aspiring for in the process. I am really wondering why it took a lot of electricity to mine Bitcoin...can we not have a better system for that where energy consumption is not that very significant so that those in countries with expensive power rate can also participate in Bitcoin mining? I am sure soon there would be answers to my question because there would be providers to come up with a system appropriate to our needs.

It's not a problem, it's the foundation of Bitcoins design - miners burn electricity to get the right to organize blocks to keep the network in sync to prevent double spending - so far no one came up with a way to solve it purely algorithmically - and maybe it's not even possible due to the Byzantine's Generals Problem. There are systems that require other resources than electricity, the most known one is Proof of Stake - but many Bitcoin experts, including Core, criticized it as being less secure than PoW, and for cryptocurrencies security is the primary value - no one would use a currency that can be easily exploited. 

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September 29, 2017, 02:51:14 PM
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Every time I see one of these "articles", I have to wonder why we never see anything about the "Huge waste of energy in the world's banking systems".

Physical offices, printing presses, bank branches, armored trucks, jets, backup generators, employees (with their own attendant energy consumption to just travel to and from the job), etc...

Because if you add that up, the strangling tentacles of private and central banking eats up a crapload more power than the goddamned bitcoin miners.

But no, lets get all "green" and point at Bitcoin.

Idiots.

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