[HN Gopher] To the moon: defining and detecting cryptocurrency p...
       ___________________________________________________________________
        
       To the moon: defining and detecting cryptocurrency pump-and-dumps
       (2018)
        
       Author : dgellow
       Score  : 115 points
       Date   : 2021-01-09 17:35 UTC (5 hours ago)
        
 (HTM) web link (crimesciencejournal.biomedcentral.com)
 (TXT) w3m dump (crimesciencejournal.biomedcentral.com)
        
       | f430 wrote:
       | Paul Le Roux as awful as he is for the stuff he has done, is
       | truly a rare breed. Built E4M, a prototype to Truecrypt, was his
       | first cryptographic software he put out. Using his knowledge, he
       | was able to catapult himself to the lucrative international
       | drug/weapon smuggling market.
       | 
       | Finally, the Australian fellow who claimed he was Satoshi has
       | been trying to unlock several million bitcoins from genesis that
       | supposedly belonged to Paul before his capture and incarceration.
       | 
       | If you follow this theory, essentially a money laundering drug
       | lord coded the bitcoin, for unknown purpose but we can probably
       | take a guess.
       | 
       | Bitcoin's biggest utility isn't for small individual traders
       | rather it is a vehicle for laundering massive amounts of money.
       | Snuff films with children, drugs, humans, and other depraved ways
       | of making money are the entirety of bitcoins usage.
       | 
       | source: https://news.bitcoin.com/the-many-facts-pointing-to-paul-
       | le-...
        
         | dgellow wrote:
         | How is that relevant to the shared article?
        
         | ur-whale wrote:
         | >essentially a money laundering drug lord coded the bitcoin,
         | 
         | To quote Hitchens:
         | 
         | "Extraordinary claims require extraordinary evidence and what
         | can be asserted without evidence can also be dismissed without
         | evidence".
        
           | f430 wrote:
           | We have coincidental evidence at best but until Paul is
           | released and he can prove his identity with his private key
           | of course Hitchens is going to be unhappy.
           | 
           | But the lack of evidence simply isn't enough to suggest he
           | isn't the creator. You can use whatever academic term to
           | justify against this.
        
             | sorokod wrote:
             | This may come as a shock but Christopher Hitchens died.
             | 
             | About a decade ago.
        
             | ur-whale wrote:
             | I posit the existence of a giant duck living on Uranus.
             | 
             | The lack of evidence to the contrary simply isn't enough to
             | suggest that it isn't the case.
        
               | f430 wrote:
               | > I posit the existence of a giant duck living on Uranus.
               | 
               | Cmon now, that is not analogous. We have evidence to
               | suggest there is no oxygen on Uranus therefore it is
               | impossible to have ducks living on your anus.
        
               | arcticbull wrote:
               | You could probably get one duck to live on your anus, but
               | not for long. Not enough room for a pair. Sounds
               | uncomfortable, either way.
               | 
               | With that said I like this write-up. It's not proven but
               | there sure is smoke.
               | 
               | https://www.wired.com/story/was-bitcoin-created-by-this-
               | inte...
        
         | tromp wrote:
         | > trying to unlock several million bitcoins from genesis
         | 
         | The genesis block only holds 50 BTC in reward which due to a
         | technicality cannot be spent. And as Yoda might say, spend or
         | spend not, there is no try. Either you know Satoshi's private
         | key, or you don't. Faketoshi clearly doesn't.
         | 
         | Bitcoin's biggest utility at the moment is pure speculation.
        
           | f430 wrote:
           | Which is why the false prophet from down under raised money
           | to start that massive decrypting effort. I didn't even
           | mention the other wallets he tried to unlock without success.
           | 
           | Coincidence? When there are more than 4 or 5, you start
           | thinking.
           | 
           | I will agree that Bitcoin is just a large ponzi scheme which
           | will collapse as soon as they can't find the next
           | "speculator" to buy their coins at a high price.
           | 
           | It's just hilarious seeing it play out over and over again
           | with exactly the same result.
        
             | moralsupply wrote:
             | > It's just hilarious seeing it play out over and over
             | again with exactly the same result.
             | 
             | You mean, the result that it keeps going up (with large
             | drawdowns, but with exponential growth nevertheless)?
             | 
             | If you're so sure Bitcoin will crash, short it on a futures
             | market. You can make a lot of money with that insight if
             | you're proven to be right.
        
         | yeneek wrote:
         | There are dozens of theories who Satoshi is. All transactions
         | in bitcoin are public, that makes it really a bad idea to use
         | it for illegal activity. I doubt that criminal mastermind would
         | create system to publicly backup incriminating evidence.
        
       | seibelj wrote:
       | I have been working in crypto / blockchain for years. Crypto
       | projects simply cannot find engineers, it is impossible to hire
       | people with these skills. You will make more money as a software
       | engineer in crypto than you will anywhere else other than FAANG.
       | And one major benefit is crypto companies are decentralized and
       | almost always remote - as a developer in a foreign country you
       | can make multiples what you could in a standard software firm.
       | 
       | Don't listen to the HN haters and nocoiners who have been telling
       | lies for years. This is one of the most exciting and interesting
       | industries you can work in. Keep an open mind and see what
       | positions are available at the top coins on coingecko.com.
        
       | ipnon wrote:
       | This seems like a weak paper on the face of it, especially
       | considering it is coming from a criminal justice journal and not
       | a quantitative finance journal. The existence of pump and dumps,
       | I would say, is obvious, in and out of crypto. But this paper
       | fails by lacking a method to confidently detect pump and dump
       | schemes. They successfully detect 2 of 4 schemes, no better than
       | a coin toss. You might say this is better than nothing, but 50%
       | is not really enough to either protect or extend your portfolio
       | in the face of an impending pump and dump.
       | 
       | Assuredly there are many crypto hedge funds able to predict pump
       | and dumps with much higher accuracy, but they are keeping the
       | methods to themselves to protect their intellectual property.
        
         | dgellow wrote:
         | For a better approach, you can check this paper from 2020:
         | https://arxiv.org/pdf/2005.06610.pdf.
         | 
         | Quote from the paper:
         | 
         | > Not only our performances are considerably better than
         | theirs, we score 93.1% of precision and 91.4% recall against
         | their 50.1% precision and 75.0% recall, but our detector is
         | also faster.
        
           | sosuke wrote:
           | Makes me wonder what they would say about the current market.
        
             | arcticbull wrote:
             | Well, if it found a pump and dump it would say "call the
             | SEC."
             | 
             | Thing is, the stock market may be erratic on smaller
             | timescales but it is a legitimate and fair place to trade,
             | and people roughly speaking all have access to the same
             | information when making those trades. Speculative mania is
             | not a pump and dump. It's poor decision making, and
             | generally speaking, that's not illegal.
             | 
             | On the other hand, if I start a stable coin, let's call it
             | Anchor. Then I get a bunch of un-banked exchanges to use it
             | in lieu of dollars because they can't get legitimate
             | banking and don't want to bother with AML, KYC, the
             | sanctions list or enabling international terrorism. I then
             | start printing 750 million totally un-backed Anchors per
             | day. I then use them to buy Bitcoin to drive the price up
             | parabolically. I then sell all my Bitcoin for dollars to
             | the most recent institutional clowns invested, and flee
             | from the island I currently reside on to a different
             | island. _That 's_ crime.
        
               | darawk wrote:
               | You've been repeating this Tether stuff for a few years
               | now. Still waiting for the collapse. I'm sure its coming
               | any day now.
        
               | arcticbull wrote:
               | Always works until it doesn't. Madoff's scheme lasted 20
               | years and collected $50B, including many multi hundred
               | million dollar checks from institutional investors.
               | 
               | Asset-backed commercial paper is another great example.
               | [1]
               | 
               | Head's up, btw, nobody's seen their CEO or CFO in about a
               | year now haha.
               | 
               | I'm going to screenshot this comment by the way for
               | r/agedlikemilk :)
               | 
               | [1] http://www.tr0lly.com/uncategorized/tether-heads-i-
               | win-tails...
        
               | rglullis wrote:
               | Started reading a comment full of false equivalences and
               | trying to put _all_ projects and people working on crypto
               | as criminals and _yes, of course it is the guy with the
               | inappropriate username_.
               | 
               | I am not going to defend Tether, I truly wish they
               | disappeared into a ball of fire and took every crook with
               | them.
               | 
               | However, you could avoid the hyperbole. There are ~14
               | billion USDT minted, and BTC alone is going for a market
               | cap of 500bi. The top 3 "serious" exchanges are all
               | averaging $1bi+ in daily volume (and if you believe they
               | are doing wash trading, Uniswap alone is in the same
               | ballpark and wash trading there would be very costly).
               | Tether is bad, but to think they are able to prop BTC
               | (and crypto in general) to this bubble is delusional.
               | 
               | Also, it's interesting how you downplay the fact that the
               | Fed printed 22% of the dollars in circulation in _2020
               | alone_ with the majority of it destined to bail out banks
               | and surely to end up under control of Wall Street. Also
               | interesting how you seem to be so bothered by the lack of
               | KYC /AML of some exchanges and pull the "enabling
               | terrorism" card, yet you see no problem in the Stimulus
               | Bill having 10 million dollars for Pakistan. Perhaps if
               | the crypto projects start saying that the funds are going
               | to gender studies your worries will be eased?
        
               | arcticbull wrote:
               | I didn't realize a synonym for a muskox was an
               | inappropriate name lol. Just wait till you hear what
               | other animals are named! For your reference I've attached
               | a photo of the eponymous magnificent beast in question
               | [0].
               | 
               | There are ~14 billion USDT minted, and BTC alone is going
               | for a market cap of 500bi.
               | 
               | $14B my dude, that information is _stale_ as all heck.
               | They 're printing $700 million dollars worth per day
               | right now. Their market cap just reached $24B. Remember
               | just days ago when microstrat announced a blockbuster
               | $400M investment? Tether prints that every 12 hours.
               | 
               | See the way market cap works is you only have to control
               | the most recent trade to set the market cap. That means
               | literally nothing. The old trope goes if you print 1
               | trillion of your own crypto and sell it to a buddy for
               | $1, that's a $1T market cap.
               | 
               | $24B of cash, with $700M new printed every single day
               | buying up Bitcoin is absolutely enough to control the
               | price. That's simple economics, and you can find an
               | explanation anywhere. I can of course provide you with an
               | article if you find yourself unable to obtain one.
               | 
               | > Also, it's interesting how you downplay the fact that
               | the Fed printed 22% of the dollars in circulation in 2020
               | alone with the majority of it destined to bail out banks
               | and surely to end up under control of Wall Street.
               | 
               | This is utterly irrelevant. The inflation rate is
               | trending around 2% per annum. If that goes up, they'll
               | print less or claw back more. Supply is not the only
               | factor in the determination of inflation, velocity of
               | money is critical. I suggest you learn more about the
               | money supply before trying to reinvent it.
               | 
               | In fact if we pretend for a moment that bitcoin is a
               | currency, you can see that while the supply is flat-ish,
               | the price is skyrocketing. This is massively deflationary
               | for a currency, and this is in fact, in part, due to a
               | reduction in velocity of money (aka HODL BRUH).
               | 
               | > Perhaps if the crypto projects start saying that the
               | funds are going to gender studies your worries will be
               | eased?
               | 
               | I have no idea where you're going with that and I won't
               | be following you. This has nothing to do with social
               | policy and everything to do with the North Korean
               | government collecting hundreds of millions of dollars to
               | fund their nuclear weapons program.
               | 
               | [0] https://www.alaskaphotographics.com/alaska-photo-
               | articles/mu...
        
               | rglullis wrote:
               | You are not helping your case. It's been a while already
               | where they stopped claiming to have USD to back the USDT
               | and are claiming to have "diverse investments".
               | 
               | Just in last two weeks the price of BTC basically
               | doubled. ETH as well. Printing _now_ kind of correlates
               | with the price hike. Yes, if we assume that they are
               | _completely_ naked, then all of this printing is
               | fraudulent (whether at 14 or 24B). _However_ , if they do
               | have reserves, this printing does make sense in the
               | overall market.
               | 
               | Anyway, still curious how the 9 trillion printed by the
               | Fed and the 10 million going to "Pakistani NGOs" [0] does
               | not bring you the same outrage as a bunch of people
               | putting their own _time, money and effort_ in crypto
               | projects. Has any bitcoiner hurt you?
               | 
               | [0]: https://finance.yahoo.com/news/coronavirus-relief-
               | legislatio... : getting funds from government aid and
               | putting in corrupt, violent pockets is one of the oldest
               | tricks in the book. 10 million is "nothing" in
               | international terms, but it can go quite a long way to
               | help fund terrorist cells in Pakistan, no?
        
               | [deleted]
        
               | arcticbull wrote:
               | > You are not helping your case. It's been a while
               | already where they stopped claiming to have USD to back
               | the USDT and are claiming to have "diverse investments".
               | 
               | Why on earth would you believe them now? You probably
               | believed them the first time too :) Do you have the
               | audit? Either way the Tether T&C's don't actually give
               | anyone holding Tether right to withdraw anything from
               | Tether. Ever. Not assets, not dollars, nothing. There's
               | nothing stopping them from running with all of those
               | assets, they may or may not have, legally.
               | 
               | Ask their CEO or CFO! If you can find them that is,
               | they've been missing for about a year now, nobody's heard
               | from them.
               | 
               | > Just in last two weeks the price of BTC basically
               | doubled. ETH as well. Printing _now_ kind of correlates
               | with the price hike. Yes, if we assume that they are
               | completely naked, then all of this printing is fraudulent
               | (whether at 14 or 24B). However, if they do have
               | reserves, this printing does make sense in the overall
               | market.
               | 
               | It actually always did. [1]
               | 
               | > Anyway, still curious how the 9 trillion printed by the
               | Fed and the 10 million going to "Pakistani NGOs" does not
               | bring you the same outrage as a bunch of people putting
               | their own time, money and effort in crypto projects. Has
               | any bitcoiner hurt you?
               | 
               | Money printing is irrelevant. Totally and utterly
               | irrelevant so long as inflation remains on track for 2%.
               | The whole reason for printing was to offset a reduction
               | in velocity of money. You're pointing at a system
               | working, that you don't understand, and screaming fraud.
               | You're basically a financial anti-vaxxer. Everything you
               | need to learn about finance, about economics, is
               | available to you at your local college. The course is
               | called "ECON-101."
               | 
               | Put all the time and effort and money into crypto you
               | want, I know plenty of beanie baby collectors who do the
               | same!
               | 
               | > Has any bitcoiner hurt you?
               | 
               | Of course not, I made a ton of money on crypto on the run
               | up and sold in January 2018 lol.
               | 
               | If you saw someone's house on fire, would you say to
               | yourself, huh, that's weird, and walk away? Or would you
               | maybe tell people that they're about to get seriously
               | hurt.
               | 
               | [1] https://twitter.com/JacobOracle/status/13461330836454
               | 76869/p...
        
               | rglullis wrote:
               | > Why on earth would you believe them?
               | 
               | I don't! I'm just saying that _this crazy printing is
               | consistent with the current market_.
               | 
               | I also tell loud and clear to stay away from them and to
               | any exchange that wants you to be holding this shit. This
               | doesn't mean that I swear off anyone working in crypto as
               | a fraud like Tether.
               | 
               | > Money printing is irrelevant (...) You're pointing at a
               | system working
               | 
               | Working _for whom_? For the ones that already have access
               | to cheap capital? For companies in Wall Street that have
               | enough money in their balance sheets to buy Uruguay or
               | half the Mediterranean? For banks that should 've been
               | liquidated decades ago?
               | 
               | Inflation rate is under the target? Oh great, so now all
               | the small business owners will go bankrupt and _not_ be
               | able to afford the things they need at almost the same
               | price they were before, and the rest of the unemployed
               | people can just take their $600 checks to buy a PS5 to
               | kill the time they will be spending at home. Yay,
               | economics!
               | 
               | > 10M to Pakistani NGOs rounds to zero.
               | 
               | How about the 700M to Sudan? In any case, it's not the
               | amount. It's the absurd "crypto is used by criminals and
               | funds terrorists" claim while being completely blind for
               | an obvious mechanism that is taking tax-payer money and
               | putting in very questionable hands.
        
               | arcticbull wrote:
               | > I don't! I'm just saying that this crazy printing is
               | consistent with the current market.
               | 
               | And every other bull market since Tether was formed,
               | yeah.
               | 
               | > I also tell loud and clear to stay away from them and
               | to any exchange that wants you to be holding this shit.
               | This doesn't mean that I swear off anyone working in
               | crypto as a fraud like Tether.
               | 
               | Tether is 80% of trading volume lol. The water is so
               | murky you could build a hut out of it. There _is_ no
               | market without Tether. Not one that looks anything like
               | you imagine it does.
               | 
               | > Inflation rate is under the target? Oh great, so now
               | all the small business owners will go bankrupt and not be
               | able to afford the things they need at almost the same
               | price they were before, and the rest of the unemployed
               | people can just take their $600 checks to buy a PS5 to
               | kill the time they will be spending at home. Yay,
               | economics!
               | 
               | Ah now I see the issue.
               | 
               | You've conflated fiscal, monetary, foreign and social
               | policy into one abomination. This is your mistake. The
               | Fed only manages the money supply. This is monetary
               | policy. The Fed does this by increasing and decreasing
               | the supply of money and managing interest rates and aims
               | at a target 2% rate of inflation. It has done this
               | _incredibly_ successfully.
               | 
               | Then there's fiscal policy - and by extension social
               | policy. This is government spending on social programs
               | and also on foreign aid. Businesses going bankrupt are
               | being allowed to do so by bad fiscal policy and not bad
               | monetary policy and no amount of crypto will change that.
               | Only you voting will change that.
               | 
               | That's _not_ economics, that 's fiscal and social policy.
               | For instance, Canada is centrally banked, and doesn't
               | have the issues you're pointing out because their fiscal
               | policy was to provide everyone $2000 per month during
               | COVID and is now paying small business rents. This is
               | nothing to do with Bitcoin.
               | 
               | And your NGOs and the Sudan. This is both a distraction,
               | whataboutism, and also not monetary policy. This is
               | foreign policy. This is nothing to do with Bitcoin. This
               | would still happen with Bitcoin, of course, but bitcoin
               | also opens up a new avenue _on top of_ making the
               | situation strictly worse.
               | 
               | Please, learn about economics. Take an ECON-101 course.
               | 
               | > Not every crypto project is a fraud.
               | 
               | No, but most of them are. And the ones that aren't don't
               | solve anything better than a classical solution because
               | trust is a huge optimization.
               | 
               | By all means, continue working on crypto. It's not
               | illegal, its just, you know, not smart. But poor
               | decisions tend not to be criminal!
        
         | dorkwood wrote:
         | > They successfully detect 2 of 4 schemes, no better than a
         | coin toss.
         | 
         | How would you go about detecting a pump and dump scheme by
         | flipping a coin?
        
           | alexpetralia wrote:
           | 1. Assign pump-and-dump scheme to heads
           | 
           | 2. Flip coin
           | 
           | 3. Evaluate results
        
           | mckirk wrote:
           | That's simple! You think "this is probably a pump-and-dump",
           | then flip a coin and go post about it on Twitter if it comes
           | up heads.
        
         | ethn wrote:
         | 50% is a bit better than you think. If you were to do a coin
         | toss on each as a basis of determination you would only have a
         | 25% chance of getting 2 correct. As n-schemes becomes larger,
         | the coin toss does much worse in respect to the Bayesian
         | probability.
        
           | fsdfgsfsdfsdfsd wrote:
           | But they were detecting 2 out of 4, not 2 out of 2. I think
           | you are incorrect.
        
             | LukeShu wrote:
             | I think they're both incorrect.
             | 
             | They ran the model on historical data. Of 4 a priori known
             | P&Ds, the model detected 2 of them. To say that they've got
             | accuracy of a 50% or "no better than a coin toss", ignores
             | all of the non-P&D events that it correctly didn't identify
             | as a P&D. If you did a coin toss, you would flip the coin
             | much more than 4 times.
        
               | rossdavidh wrote:
               | You really would also want to have some sort of loss
               | function, or at the very least a general idea of whether
               | you most need to avoid false positives or false
               | negatives. If it was most important to avoid incorrectly
               | saying it's NOT a P&D, then this is not good performance.
               | If you need it to nearly always avoid saying something
               | which is not a P&D (and thus might be a great investment
               | opportunity), but given that you want to avoid as many as
               | you can, 50% might be good.
        
               | fsdfgsfsdfsdfsd wrote:
               | True
        
           | analyst74 wrote:
           | Chance of tossing 2/4 in a 4 coin toss is 37.5%, no?
           | 
           | 0/4: 6.25%, 1/4: 25%, 2/4: 37.5%, 3/4: 25%, 4/4: 6.25%
        
       | geraldbauer wrote:
       | For a best of crypto quotes incl. pumping up the gigantic Bitcoin
       | ponzi, see https://github.com/openblockchains/crypto-quotes
       | 
       | SCAM ALERT! SCAM ALERT! SCAM ALERT!
       | 
       | > The U.S. Dollar is no longer a reliable store of value. Cameron
       | and I (Winklevoss Twins Capital) make the case for $500 000
       | Bitcoin. Number go up! To the moon!
       | 
       | > When Elon Musk puts the Tesla balance sheet into Bitcoin, we'll
       | have to change the Bitcoin rallying cry from "to the moon!" to
       | "to Mars!"
       | 
       | -- Tyler Winklevoss, Bitcoin Billionaire
       | 
       | or
       | 
       | > There are 3.5 billion smart phones on the planet. All of them
       | can hold bitcoin. None of them can hold gold. Bitcoin is the
       | future. Number go up! To the moon!
       | 
       | -- Cameron Winklevoss, Bitcoin Billionaire
       | 
       | Given the challenge of how to invest $600 million in treasury
       | reserves, after a lifetime of experience and months of analysis,
       | I decided on an allocation of 100% Bitcoin, 0% Bonds, 0% Stocks,
       | 0% Real Estate, 0% Gold. Seems rational to me. Number go up! To
       | the moon!
       | 
       | -- Michael Saylor, Business Intelligence Billionaire
       | 
       | and on on.
        
         | bagels wrote:
         | Is there a market for put options on bitcoins?
        
           | tux3 wrote:
           | You may be joking, but there are plenty of those.
           | 
           | Seeing the bubble is the easy part. Timing the top? Much
           | harder!
        
           | possiblelion wrote:
           | absolutely, Deribit is the market leader on that. just be
           | careful, put options on BTC have bankrupted a lot of people.
        
             | robkop wrote:
             | You weren't joking. They've got a live count per day [0].
             | 
             | [0]: https://pro.deribit.com/statistics/BTC/insurance-fund
        
             | f430 wrote:
             | > put options on BTC have bankrupted a lot of people.
             | 
             | If you understand that Bitcoin options really aren't
             | options then this shouldn't come as a surprise.
             | 
             | Shady exchanges see massive positions and have successfully
             | manipulated bids and ask (most of it is fake) to trick
             | others into selling or buying which in turn moves prices
             | even more.
             | 
             | Once they take out the "option traders" they simply move on
             | to the next.
             | 
             | Yet the inexperienced "speculator" believes its his fault.
             | 
             | Wat I credit bitcoin and its community for is its ability
             | to create a bubble of their version of reality which is
             | almost always getting people to buy the bitcoins they are
             | already holding. Without them, the system would collapse
             | and they would lose their investment.
             | 
             | Bitcoin is a vehicle for transfering wealth from the FOMO
             | ignorant crowd who shouldn't be speculating on ponzi
             | schemes. So many ruined lives because little guys bought
             | into crypto, ICO, and other false hopes.
             | 
             | Bitcoin will bankrupt a lot more people I'm afraid.
        
               | radu_floricica wrote:
               | If you play the market sure, you should expect a hefty
               | risk to get burned.
               | 
               | But to me, a birdseye view of bitcoin is a currency
               | that's created by design to be deflationary, that found a
               | niche as a value store. Sure, there are ups and downs,
               | and also considerable risks long term (regulatory first
               | of all), but it should be noted that pretty much anybody
               | that ever bought btc has lived to see a higher price,
               | regardless of ups and downs. That's what makes it very
               | good for what it does (long term value store).
        
           | arbol wrote:
           | Deribit
        
           | ZitchDog wrote:
           | It is stupid to short Bitcoin. Bitcoin has no fundamental
           | value, but its fundamental value is greater than zero. Since
           | the value of a Bitcoin is impossible to predict it could just
           | as easily go up as down.
        
             | BlueTemplar wrote:
             | This is true, but only because nothing has fundamental
             | value.
        
           | nullc wrote:
           | For US investors? Sure. LedgerX.
           | 
           | (Unlike some other place LedgerX is physically delivered, and
           | not just a bucket-shop sidebet on the market).
           | 
           | They have contracts out to Dec2022, though volume on the
           | Dec2022 contracts haven't been particularly significant yet
           | and generally puts trade much less vigorously than calls
           | there.
           | 
           | https://trade.ledgerx.com/live
        
         | ThePowerOfDirge wrote:
         | How, without every government banning it, do you see bitcoin's
         | value going to zero?
         | 
         | https://www.visualcapitalist.com/the-feds-balance-sheet-the-...
        
         | classified wrote:
         | Bernie Madoff went to jail when he couldn't sustain his scam
         | any longer. When the crypto bubble pops, the prison-as-a-
         | service industry might experience a boom since they won't have
         | enough cells to house all the scamsters.
        
       | Calamity wrote:
       | The thing that has surprised me the most with the current crypto-
       | craze is the number of people that I consider generally quite
       | rational/thoughtful who could nonetheless not resist the
       | temptation to jump onto the bandwagon. I'm left thinking that
       | they must know what they're doing and that they simply enjoy the
       | thrill of a game of musical chairs.
        
         | AznHisoka wrote:
         | Putting money into Bitcoin is a rational decision because
         | others are irrational and bidding it up.
        
           | netrus wrote:
           | Isn't "putting money into Bitcoin" the same thing as "bidding
           | it up"? Both actions have the same level of rationality,
           | whatever that might be.
        
           | paulryanrogers wrote:
           | While true there are other factors keeping some money out.
           | Like those concerned with the environmental impact of the
           | electricity generation and short lived ASICs.
        
           | HarryHirsch wrote:
           | It's worrying, isn't it, people putting money into bitcoin
           | because there are no productive investment opportunities
           | available in the real world. That's secular stagnation.
        
             | thebean11 wrote:
             | Wouldn't necessarily call bitcoin non-productive, any more
             | than an unprofitable startup is non-productive. The
             | technology does currently have niche use cases, and the
             | decentralization can be a positive. It's a bet that
             | "productive" things will be enabled by it.
        
         | shaolinspirit wrote:
         | being rational is overrated, modernism is boring
        
         | tchalla wrote:
         | Most situations aren't black and white. Crypto (in particular
         | Bitcoin) is an investment asset. Every asset comes with risks.
         | The way to adjust for the risk is to have the right proportion
         | of your investment into the asset. It's the same for gold,
         | equity or any other investment instrument.
        
           | graeme wrote:
           | If there were no investor protections then anyone following
           | this "just put a bit into different things" strategy would
           | get hosed by scams. It only works because investment laws
           | keep out most grifters from raising funds.
           | 
           | Bitcoin isn't a typical investment instrument in that sense,
           | so I'm not sure applying the same heuristic works.
        
           | kgwgk wrote:
           | The key is diversification! You put part of your fortune in
           | bitcoin, part in ethereum, part in dogecoin, part in beanie
           | babies, part in baseball cards, part in fine wines, part in
           | vintage comic books, part in tulips...
        
             | paulryanrogers wrote:
             | Durability of tulips is suspect. And some bitcoin miners
             | are stealing electricity in the third world. So maybe
             | double down on the surer bets like Dogecoin.
        
               | ada1981 wrote:
               | Folks grandfathered into the Tesla supercharger network
               | can set up a sweet trunk mining rig...
        
               | arcticbull wrote:
               | Or beanie babies! They don't make them anymore so you've
               | got scarcity built right in. Each one of the same type is
               | fungible.
               | 
               | I suggest you convert your corporate balance sheet over
               | to beanie babies immediately for maximum gains.
        
         | Findeton wrote:
         | Well if the FED and the ECB weren't printing tens of thousands
         | of millions of fake money every month and calling it
         | Quantitative Easing I might have agreed maybe. Truth is
         | government issued money is worth less and less over time, as
         | the scheme is designed to create inflation and thus make
         | government debt sustainable by robbing everyone else's savings
         | year by year.
        
           | solinent wrote:
           | It seems to me the investment community has accepted bitcoin
           | at this point, with major institutional investors finally
           | buying in now--1 billion from microstrategy, for example--so
           | expect to see it go up more. I think it will keep going up
           | until it gets regulated, I'm sure they'll continue to find
           | ways to "increase liquidity" despite Bitcoin.
        
         | pixel_tracing wrote:
         | There's money on the table what sane capitalist wouldn't jump
         | at the chance to take some in?
        
         | JumpCrisscross wrote:
         | With income inequality the way it is, there is intense demand
         | for lottery tickets. That brings the dumb money. And smart
         | money tends to keep an eye on where the dumb money wanders.
         | 
         | Disclosure: I think cryptos are this generation's baseball
         | cards. I have exposure to companies that make money trading
         | cryptos and selling services to crypto investors.
        
           | paulryanrogers wrote:
           | As someone who bought in the era of overproduced baseball
           | cards I think this comparison is apt, if personally painful.
           | At least I can burn them to cook and stay warm in an
           | emergency.
        
         | randomopining wrote:
         | It's a deflationary store of value, it does make sense to
         | invest some into it.
        
           | xyzelement wrote:
           | There's only so much that my dog can poop per day. Some of
           | the poop gets lost when I scoop it off the sidewalk. And
           | eventually he will die and not poop any more. Thus my dog's
           | turds are a deflationary store of value but I wouldn't say
           | "it makes sense to invest in some."
           | 
           | Disclosure - I made up the dog.
        
             | thebean11 wrote:
             | The dismissiveness of (presumably) otherwise thoughtful
             | people on this forum still surprises me. Do you really find
             | that comparison valuable in evaluating the tech?
        
               | xyzelement wrote:
               | I was looking to make a finance, not tech point.
               | Specifically that there are many things that are finite
               | and "deflationary" but obviously without value.
               | 
               | Point being that the scarcity argument of bitcoin is on
               | its own not persuasive.
               | 
               | I used the cheeky example of dog poop because I though it
               | was cute but I guess it was"too cute" and obscured the
               | point.
        
           | HarryHirsch wrote:
           | _store of value_
           | 
           | The value comes from being able to manipulate the price, one
           | would suppose.
        
             | fsdfgsfsdfsdfsd wrote:
             | How can you manipulate the price?
             | 
             | I suppose there are now some whales, including governments
             | that seized BTC from criminals, that could induce a crash
             | by selling thousands of BTC within a short frame of time.
             | But that may be true for many stocks as well.
        
             | strathmeyer wrote:
             | The more dumb stuff people say about Bitcoin, the more room
             | you know it has to rise.
        
               | paulryanrogers wrote:
               | Why is the comment dumb?
        
               | fsdfgsfsdfsdfsd wrote:
               | Because it is not so easy to manipulate the price,
               | presumably.
               | 
               | It depends on the trading volume. For many "altcoins" or
               | "shitcoins" it may be true, because they have low trading
               | volume. Bitcoin probably less so these days.
        
               | ricardo81 wrote:
               | Given the market cap of 800 billion for BTC at the
               | moment, presumably it should by relatively hard to
               | manipulate.
               | 
               | I'd read elsewhere that there was a tiny minority of BTC
               | holders that own 95% of it, no idea of the authenticity
               | of that.
               | 
               | As a Layman, my assumption is the more liquidity in the
               | market, the harder it would be to manipulate and less
               | reason to dump onto the market if a large stakeholder.
        
           | FriendlyNormie wrote:
           | Hello there, retard. Tell us what you've learned throughout
           | all the research you've done on Tether. Oh, nothing? Kill
           | yourself.
        
         | 14 wrote:
         | I think it is a high risk high reward system. For some there is
         | very little risk in investing several thousand dollars, that is
         | a pay check or 2. But if things go well the reward could be
         | your money quadrupling or more.
        
           | kgwgk wrote:
           | This applies to all Ponzi schemes. And despite the solid
           | investment case most people end up holding the bag.
        
       | TazeTSchnitzel wrote:
       | Bitcoin itself is currently undergoing something not completely
       | dissimilar to a pump-and-dump. Because of the difficulty of
       | transacting USD for cryptocurrency purposes, a pegged currency
       | called "Tethers", specifically USDT, is being used as a
       | substitute. It's supposed to be backed 1:1 by USD reserves, but
       | it's clear at this point that the amount of USD reserves do not
       | match the number of USDT in circulation and they're just printing
       | money to buy BTC. The markets using real USD are then matching
       | the USDT price and this allows the printers to cash out. Once
       | regulators strike, many investors will realise they have a lot of
       | useless paper money (USDT) and suddenly much less valuable BTC.
       | 
       | Or so many allege, at least:
       | https://amycastor.com/2020/11/21/are-pixie-fairies-behind-bi...
        
         | woah wrote:
         | Tether definitely seems very fishy, but they've been around for
         | a pretty long time. People were saying this exact thing in the
         | 2017 bull market but then there was a savage bear market the
         | next year (~10x BTC price drop) and Tether is still fine. What
         | is the event that will reveal that the emperor has no clothes?
        
           | [deleted]
        
           | TazeTSchnitzel wrote:
           | The New York Attorney General is currently on Tether's case
           | and its latest deadline is 15 January 2021 for Tether to
           | produce documents, but that deadline may slip again...
        
       | arcticbull wrote:
       | Step 1: Open coinmarketcap.com
       | 
       | Step 2: It's all of them.
       | 
       | This system is quick, easy and 100% effective.
        
       | dgellow wrote:
       | If people are interested in the topic, a more recent paper from
       | 2020 is "Pump and Dumps in the Bitcoin Era: Real Time Detection
       | of Cryptocurrency Market Manipulations", available at
       | https://arxiv.org/pdf/2005.06610.pdf.
       | 
       | The researchers got some very good results (their detection tools
       | has a precision of 93.1% with 91.4% recall), and made their data
       | set publicly available on github.
        
       | geraldbauer wrote:
       | A little to the moon gem from the best of crypto quotes [1] via
       | SEC Investor Education:
       | 
       | > New Year's Financial Resolution: Ponzi scheme "red flags" -
       | Avoid too-good-to-be-true "investments" with claims like:
       | 
       | - "To the moon! To the mars!"
       | 
       | - "Number go up!"
       | 
       | - "Yearly return of 300+% in 2020!"
       | 
       | - "Could quadruple in 2021 and rally to $100,000!"
       | 
       | [1] https://github.com/openblockchains/crypto-quotes#sec-
       | investo...
        
       | [deleted]
        
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