To the moon: defining and detecting cryptocurrency pump-and-dumps (2018)
crimesciencejournal.biomedcentral.com
crimesciencejournal.biomedcentral.com
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.
How would you go about detecting a pump and dump scheme by flipping a coin?
2. Flip coin
3. Evaluate results
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.
0/4: 6.25%, 1/4: 25%, 2/4: 37.5%, 3/4: 25%, 4/4: 6.25%
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.
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.
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?
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...
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?
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/1346133083645476869/p...
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.
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. [1]
> 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. Stop trying to reinvent what you don't understand. I'm sure this is tough to hear because for many folks in the crypto space a whole lot of their identity gets wrapped up in crypto.
> 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!
[1] https://coinlib.io/coin/BTC/Bitcoin
(@konamicode, reference added here due to rate limit - I was referring to the "Money flow from/to Bitcoin in the last 24 hours" chart showing 12B of flow into Bitcoin was via Tether, out of a total of 15B).
This statement might need a reference to back it up.
> Only you voting will change that.
First, I don't vote in the US. Second, are you seriously this naive or did you mean this as a joke?
> And the ones that aren't don't solve anything better than a classical solution because trust is a huge optimization.
Ah! And here I see the issue you are having.
No serious person working in crypto ignores the fact that trust helps. The point is that trust should be granular, not a binary property. Every project working on layer-2 networks is basically dealing with the issue of trust vs performance.
Also, another issue is that too much of an optimization makes a system fragile to systemic shocks. It doesn't matter if it is the US, Canada, the EU or a Banana Republic: the response from every government in every crisis has always been to concentrate more power and to ask more of people. Ever bigger houses of cards are built and when they inevitably get blown over, the solution is to get more "optimizations" and to have more bureaucrats with no skin in the game responsible in defining "policies" for people they have nothing in common with, know nothing of their actual problems and have zero incentive to actually care - in fact, if they cared they might end up losing their election or dead by going against the interests of the bigger fish.
When you say that "10M going to Pakistan would also happen in Bitcoin" is missing the point. Money laundering/fraud/tax evasion/mismanagement of public funds will always exist, no matter what. The problem is that a Big central Government is not only be terrible at fighting it, the bigger it gets the more they create it themselves.
You keep telling me to "take a econ course", as you think that my issue is not understanding the logic defended by economists. Far from it. Simply put, I want Homo Economicus logic to go extinct. Too many basic failed moral and ethical principles are built on "logic" backed by economists. Too many "optimizations" proposed by economists made our societies worse. Too much power was taken away from the people and put in the hands of "experts" - which seem a good thing "on average" but in reality made us more unequal, more polarized and less connected.
When people get inevitably screwed over by Tether, there will be a bubble burst and lots of fools (not for lack of warning) will lose their money. Crypto will go on. It's their money they lost, the system as a whole survives and actually becomes stronger. Can you say the same about Government? Do people trust the government more or less after each crisis?
I said in our last exchange as well: I am not the only one that works on crypto without caring about price. Making money is just a nice side-effect. The main motivation (to me at least[0]) is to build the tools that can let people be in charge of their actions including who/when to trust and delegate things . [1]
[0]: https://hub20.io/architecture/#economies-of-scale-vs-robustness-of-decentralization
[1]: https://trustlines.networkThe reason I suggest an Econ course is you have an awful lot of misconceptions and deep seated misunderstandings of the current system. Much more than I can rectify here pro bono.
For what it’s worth I generally don’t think figuring out who to trust granularly is a real problem. Trust them? Do business with them. Don’t trust them? Maybe don’t. Or involve an intermediary who does like visa that allows clawbacks. We’ve been doing trustful business for tens of thousands of years. I see you’re fairly early along in your speed run of finance.
"Custodial/Non-custodial" is not the point of Hub20. It's not supposed to be used by a company that wants to operate an exchange or to compete with Coinbase. It's supposed to be used by me and my family, or a small co-op of artisans that want to sell things online. Trust is not enforced by the technology, it is built and supported by the group that is using it.
A rule of thumb for Hub20 should be do not join an instance if you can not knock on the door of its operator.
> Trust them? Do business with them. Don’t trust them? Maybe don’t.
Try this:
- I trust Joe with the cash register from our shop, but I wouldn't trust him to manage my life savings. For the former, we can use our Hub20 server and enjoy quick, low-cost transactions. For the latter, I will keep a very secure and private wallet.
- Rachel trusts me to manage the funds collected by the members of her church, but she doesn't trust me to manage the funds of a multi-million investment club which she happens to have some shares on. She can trust the blockchain contract that lets me and her pool our resources and invest in real estate development, though.
- I trust Bandcamp to pay me my fair share of whatever I sell through their platform. I don't trust them to be my bank. But Bob, my Starving Artist friend is kind of crazy and he is okay with using Bandcamp as his "checking account". If Bandcamp wants to use Hub20 as a payout option (and if they implement a KYC system that satisfies Uncle Sam), they can operate their own instance of Hub20.
The idea with Hub20 is to get a different kind of decentralization. I can be a part of many different hubs, just like most people have different circles of relationships and different types of relationships and different levels of trust among them. The payment network as whole gets more robust, more people can get access to crypto. It's still "permissionless" (if you don't trust anyone, you can just run your own node just for yourself) but it also enables non-technical people to use it. It brings the benefits of economies of scale without forcing people to trust and depend on some faceless company.
Trust is not binary. It depends on context and the nature of the relationship. Should I be involving Visa on everything, costing me and everyone else 3%+ of our capital and rob us the opportunity to exercise this mutual trust? Also, wouldn't the act of involving a third-party signal that this mutual trust does not exist?
Visanet makes 0.1-0.2%. The cardholder makes 1-2% depending on the card and the rewards structure. The remainder goes to the issuing bank and covers the cost of loan origination. It is after all an unsecured loan at a rate of 0% for the first month.
Even this is a social policy issue as Europe has capped debit interchange at 0.2% and credit at 0.3%. Guess what they don’t have? Reward programs.
Ok so what does this fee get you as a merchant? 20% higher average ticket sizes.
Then there’s bitcoins $10 fee or $100 if you factor in the socialized cost of block reward.
So no, it’s not a 3%+, it’s much more nuanced than you’re making it out to be, and it is by no means a clear win.
Every other hypothetical actor you provided has their use case solved by permission limited accounts with your merchant acquirer.
[edit] if you knew you were making a disingenuous statement to make your position sound compelling when it just isn’t. That’s lying. A better system doesn’t have to lie.
I know. I don't care. This is Homo Economicus talking. 3% or 0.03%, it's another entity that gets into the relationship and changes the social dynamics of the relationship.
Shut up, Economicus!
> Then there’s bitcoins $10 fee or $100 if you factor in the socialized cost of block reward. (A better system doesn’t have to lie.)
Oh, did you see the part about Raiden, which uses layer-2 to bring near-zero-fee, instant transfers? Not to mention that if you are making transfers inside the hub, then the cost is actually zero?
P.S.: in case you want to argue Visa lets users get their money back. My response will involve Kleros [0] and how that can (will?) become a cheaper and more efficient system to settle disputes.
P.P.S: Do understand that you are trying to make an argument using quantitative issues when the whole reason you have so many people working on crypto is due to "qualitative" characteristics in the status quo that we want to change. You are arguing over the sound quality of the PSTN network while others are figuring out solutions to the problems that will lead them to building the Internet. Yeah, we know making a digital phone call over 9600 baud is kind of stupid when you are already have an AT&T line. The point is that we want to get rid of AT&T altogether.
The examples I gave "could've been solved by some Visa offering"? They could, but we want to get rid of Visa - or at least to have an alternative to it. Much like we want to have an alternative to governments that grow ever-larger and ever-less-successful in working for its people. Are the first implementations going to be objectively better than the status quo? No, of course not. Can they be objectively better? I don't see why not, so why not work on it?
[0]: https://kleros.io/
Maybe this has been the plan all along.
If tether disappears and takes all the cash and BTC with them what happens?
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...
This. Specifically, it's worth noting that Madoff's scheme collapsed in the 2008 financial crisis when people were asking to pull money out of the fund. IOW it worked as long as Madoff could convince more and more people to put money in. When he could no longer make the redemptions, he was caught:
> For years, Madoff had simply deposited investors' money in his business account at JPMorganChase and withdrew money from that account when they requested redemptions. He had scraped together just enough money to make a redemption payment on November 19. However, despite cash infusions from several longtime investors, by the week after Thanksgiving it was apparent that there was not enough money to even begin to meet the remaining requests. His Chase account had over $5.5 billion in mid-2008, but by late November was down to $234 million, a fraction of the outstanding redemptions. On December 3, he told longtime assistant Frank DiPascali, who had overseen the fraudulent advisory business, that he was finished. On December 9, he told his brother about the fraud.
Madoff's scheme persisted because nobody knew about it. People have been writing articles claiming Tether is a fraud for many years now. The price even dipped a few times as a result. But then it went right back up. There's a reason for that, of course. And that reason is that arbitrageurs are arbitraging, because they can simply withdraw to USD.
> I'm going to screenshot this comment by the way for r/agedlikemilk :)
I'll be waiting :)
For what it's worth, I opened a short on Tether, just in case. It's trading above $1, so it's a free option right now.
I have no strong opinion either way (although call me skeptical). I am baffled, however.
1 - https://ag.ny.gov/press-release/2019/attorney-general-james-...
Thanks for the references, I get what you're saying now!
Let’s be real here if I developed an indicator that identified murderers and I showed you that out of the last 4 murders happened in US, I identified 2 of them using this identifier, would you say that I did no better than a coin toss?
There is a lot more to this than just going yes/no when presented after the fact with a situation that you feel that you know for sure is a pump-and-dump.
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.
however, the research actually watches transactions in real time, and predicts events in real time, which is slightly different to my ear..
This paper cites ".. to the moon" as published in Crime Science journal.. and uses it as a baseline to show performance characteristics of their own filters. The authors claim various measureable advances in their filters.
Or so many allege, at least: https://amycastor.com/2020/11/21/are-pixie-fairies-behind-bi...
Finally, their own lawyer admitted in a court briefing that they had less than 74%.
No-one has heard from their CEO or CFO in over a year.
Next significant court date is next Friday, 1/15.
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.
We are fully remote and hire people all over the world. We do not care where you live. We want talented people.
But even outside exchanges, looking at projects, I know people who wrote code for posted projects and were paid in tokens that became very highly valued.
My recommendation is to get involved in a project and see what they can pay. If you are skilled you will be rewarded. In the US it’s standard rates plus token payments which are liquid much sooner than stock options.
1. Is someone trying to sell cryptocurrency? 2. You found it.
The value comes from being able to manipulate the price, one would suppose.
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.
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.
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.
But I think the same applies to many stocks. If Musk of Bezos would sell off a majority of their shares in their own companies, it would perhaps also move the price.
At the moment, crashes in Bitcoin can also be seen as a good thing because it helps give more people access to Bitcoin. It's even possible that some of the stakeholders (whales with thousands of BTC) occasionally deliberately induce crashes for exactly that purpose.
Disclosure - I made up the dog.
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.
Almost ironically, having a deflationary system is something one would really like to avoid if you thought about it. It only rewards hoarding. The king, with his hoard of gold, only grow's richer by the year. As long as he is cash flow positive, the supply upon which the peasants rely on to trade shrinks and therefore the value of each grain increases.
I, for one, don't think this system is one we should be rushing to return to.
No physical currency can be divided into 10 million pieces, no one has a crystal ball.
If one year an apple costs 2 gold coins, but next year, that same apple costs only 1 gold coin - this would be deflation. I'm still trading gold coin(s) for an apple (fungible), it's just that the currency itself got stronger against the asset I wanted to purchase.
The currency (or asset) will continue to outperform the dollar or any fiat currency because it is setup that way to scale inversely and inverted-like through the magic of fungibility.
No one no where ever created a means of trade accurate to the ten millionth. Go look it up I’ll wait.
Just because something scales inversely to your currency that doesn’t make it a ponzi, it makes it mathematically and theoretically possible; as the market itself has proven for nearly a decade.
If millennials invest in btc before boomer pensions get in, it’ll be a needed transfer of wealth.
If there’s a deflationary asset wave, each person is incentivized to get in early. Which I think is what is happening.
Although I think one huge hack or whale unloading could drop the trust in Bitcoin for years.
Incidentally, I hear that there are all these forks and clones of BTC, many of which have strictly limited supply. So, they are also valuable long term investments, I assume?
It all comes down to: investing is great if you buy low and sell high.
Let's just say this - if you aren't able to imagine the scenario under which your BTC (or any investment) crashes down to near zero, you're just not thinking well enough.
I can conjure up a disaster scenario just standing right now in my kitchen, and I don't even own crypto.
Even if Bitcoin goes to zero, many who hold BTC when it hits zero will still have made a profit out of it.
Not the concern of the one making a profit off of this. Not sure it should be either. That's the role of the regulators.
I guess I agree with your point actually - if someone got to a place where they already got more $USD out of bitcoin than they invested, it's safe to play.
Personally I am not invested in BTC at all because I have a pretty thorough "short thesis" on it (you can see a bit of it in my comments in this thread.)
I wouldn't be opposed to betting some play amounts on it (I'd bet short, however) - same as money that I had "invested" in prediction markets - not investments in the "I am building my wealth this way" kind of sense.
If you go outside the framework of a thought experiment, to play safe - we can’t move a discussion forward. So pick a number based on the hypothetical scenario you mentioned. That’s the entire point of a thought experiment, to test boundaries.
You do not need to answer the question. The point I'm trying to make is that as an investor you can invest in an asset class even if you can imagine an Armageddon (crash to zero for BTC) scenario. You just have to allocate the right proportion towards the asset incorporate the volatility. Remember, the same scenario could also happen for any investment asset. The lesser the likelihood of the Armageddons the higher the allocation. You can simply reduce your asset allocation to what you perceive as the likelihood of the Armageddon scenario. I can tell you for sure that none of us can predict a scenario with a 100% probability. Given that, an allocation of 1$ or even 0.01-0.99$ is not a bad idea.
Oh, as far as BTC getting to zero - I can't imagine how that can happen without every government on the planet banning it [0]. Currently, you have governments in well developed economies consider it as an ordinary tangible asset [1] and even trading them from exchanges (9th largest in Europe) [2]!
[0] https://www.visualcapitalist.com/the-feds-balance-sheet-the-...
[1] https://www.winheller.com/en/banking-finance-and-insurance-l...
I disagree. There's plenty of stuff one "could" invest in and very few one "should."
I look at it on expected value basis and then, risk adjusted. Because I have a short case on BTC, I expect any investment in it to have expected value of 0 so any $ allocated to it would be wasted. Instead I spread my money in investments I expect to have positive value, and I invest in many of them for diversification benefits (which may be is what you were getting at?)
But the point of diversification is to secure uncorrelated positive returns. A negative return on the other hand is just a negative return. I totally agree with you that I could be wrong in my short case on BTC, my logic rests on it.
And just in defense of my case - I think about markets as someone who's studied and worked in them for 18+ years. Doesn't mean I am right and I have an open mind. So whenever I encounter someone who has the opposite view, I explain to them my case with the hopes that they can point me to what I am missing, but I always walk away with the impression they hadn't thought about the issue deeply and with nuance. Again, I could totally be wrong, but as an investor if it seems like I did my homework and the others are driven by hype/FOMO/not understanding then I am gonna sit it out :)
Honestly, I found that comment disrespectful and making a mockery of a point - it's all too common these days. If I were to take the opposite of the comment, we should NOT invest in anything and stay 100% in cash because each and every asset has risks and volatility.
> I disagree. There's plenty of stuff one "could" invest in and very few one "should."
You know that I agree with you right? I never said you SHOULD invest in BTC. I was making the point that IF one wants to invest in the BTC, then one can do so by a minimal asset allocation. It fits within your "expected value" framework.
> But the point of diversification is to secure uncorrelated positive returns. A negative return on the other hand is just a negative return. I totally agree with you that I could be wrong in my short case on BTC, my logic rests on it.
I agree. But, surely if you were willing to consider an Armageddon scenario for BTC; you could also consider a 100% upside scenario too. We did a thought experiment on the Armageddon scenario, I haven't seen any calculations on the upside.
> And just in defense of my case - I think about markets as someone who's studied and worked in them for 18+ years. Doesn't mean I am right and I have an open mind. So whenever I encounter someone who has the opposite view, I explain to them my case with the hopes that they can point me to what I am missing, but I always walk away with the impression they hadn't thought about the issue deeply and with nuance. Again, I could totally be wrong, but as an investor if it seems like I did my homework and the others are driven by hype/FOMO/not understanding then I am gonna sit it out :)
I am grateful for you that you took the time to listen. I could not find a e-mail or contact on your profile. I'd be happy to take this offline and I want to understand what I am missing here.
I won't share my email or other contact here since I tend to share somewhat personal stories on HN so I'd rather it not totally tie to who I am (though really who cares) so let me lay out the simplest view of my short case on BTC.
I believe that valuation matters. I "believe" in the price of an oil futures contract for example because I know it represents the best effort of invested parties to arrive at what that price ought to be (through a market mechanism.) So people say things like "I am bullish on oil as long as it's under $X" - and once it goes above $X (plus some margin perhaps) even the bulls sell. This is good because it's sane behavior in the market.
With Bitcoin, I don't see anyone say "I am bullish until it crosses $X" - the culture of the marketplace is that it's going up no matter the price. In market terms it creates unchecked upward pressure on the price, which in my mind equates to bubble conditions.
And then I have seen enough bubbles burst (in my lifetime and through study of history) to know that unchecked upward pressure will stop just after it reaches its max. And since people aren't anchoring to an analytic $X price, there's likewise no floor on the way down. I spelled out the mechanics of this in what you call Armageddon analysis.
To boil this down very simply: 1. Whenever people are buying without an attempt to valuate, they inflate a bubble. 2. Bubbles always burst.
I have other, more technical and psychological elements to the short case, but this is the simplest piece. People bidding something up without concern for valuation always spells trouble.
Some have even happened.
You lose your key, or get hacked, or send to the wrong address and everything you invested is gone.
Oh, and if someone manages to reverse SHA256, or finds a vulnerability in the public key scheme it all becomes worthless instantly... That is if they don't keep it secret and milk the whole thing for everything it's worth.
Bitcoin isn’t a typical investment instrument in that sense, so I’m not sure applying the same heuristic works.
Also a thought occurs. Many people reading this will think “but these cynics are mistaken. Those who invested in bitcoin have seen massive returns”.
Not so. The paper value of bitcoin is up, but unlike a stock, you don’t own anything. You need someone to actually buy the bitcoin in order to gain value.
Whereas as long as a company has profits, there’s a floor on things. The shares will have real use value so the price can’t fall too low.
Meaning buy bitcoin at $200, own now at $41,000. Only has value if you sell. If everyone tries to sell and no one is buying there’s no floor, none.
Whereas bought Apple at $20, own at $132. The price could fall, but there’s some kind of floor below which it could not fall based on current profits and dividends, and that floor is almost certainly above $32.
On a side note, sarcasm and snark don’t aid better understanding in a discussion. I appreciate your point but it would be better made being direct.
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.
Yes, that's the deal with money, which incentivises you to either spend it or invest it in productive (unlike BTC) enterprises. As it happens, inflation has been very low, arguably too low in the last decade+.
If you are comparing crypto to USD savings, it is quite obvious from a 10 year chart which one is irrational. Even if you completely write off the growth of crypto entirely, it is quite easy to beat negative value growth.
1. It's not "easy" to beat negative value growth at baseline. EG: a risky investment that loses your entire investment is much worse.
2. If this was year 1999, could you have written exactly the same about .COM stocks shortly before they crashed and burned? If not, what is the thing you see about Crypto that makes that value feel real vs bubbly?
The bubbles are observable, though, and we have over a decade of time elapsed in order to show that in addition to bubbles (and full corrections!) on that basis of hype, there is an overall growth trend that results from the mathematical scarcity which .com shares lack.
As far as comparison to a dotcom, they had to make payroll, nurture a profitable market, predict changes, outpace rivals etc. Many ways to suffer catastrophic death in that equation. whereas a bitcoin has no such requirement. All it has to do is not inflate too bad.
So, question: All the other coins, which are also strictly limited mathematically, they are also good long term investments, since they won't inflate too bad? They do all have "an overall growth trend that results from the mathematical scarcity", do they?
Why bitcoin? because dollars suck. Why altcoin? is a legitimate question, but bitcoin has flaws. Personally I like to believe that the 'flip' will occur at some point to ethereum due to its technical and monetary superiority, but I think its more likely that due to the network effect, bitcoin will keep its crown as main coin.
Just for fun, I want to share what I conceive as an easy disaster scenario for crypto.
Let's be clear on one thing - the dollar price of BTC is driven by supply and demand. To the extent that more and more people want to buy it, while the available supply for sale is limited, the price goes up.
Let's be soberly clear that the there's another side of the coin - IF there was a case where there were relatively few buyers compared to the supply for sale, the price tumbles.
Then to conceive a disaster scenario we just need to imagine a situation where this happens: where people are selling and there's nobody to buy.
I can easily conceive such a scenario.
Let's first think about who's driving the buying. I guess there are now institutional players but there's also a lot of "wow I heard people made money in BTC so I am going to convince my wife to let me buy some instead of fixing our roof" people. To the extent that such people enter the market, they drive the price up.
At some point, such people will be tapped out of dollars, and the world will be tapped out of such people. In other words, every dollar that someone was going to aggressively/recklessly (from their own position) put into BTC, is already in BTC.
Let's imagine an idealized scenario where no new dollars are going into BTC because of the above, and no dollars are being taken out (because people are HODLing) and ignore mining for this. In this scenario, the price gets "stuck" at whatever level the last trade happened.
Now the thing about people who invest money they can't afford, they very quickly need it. The guy's wife says "the roof has been leaking for 3 months now and you aren't making money in BTC, sell it and fix the roof."
So the guy goes to sell - but there's nobody to sell it to. There's no people sitting on the sidelines because as mentioned above, everyone's already in. So he has to drop the price lower and lower until someone buys it.
Now other people see that the price has moved down. So the prior "greater fool" things "wait, I cashed out my 401k because BTC is going up, but it just sat flat for 3 months and now moved down and I am losing money, OH SH*T, BAIL (or, his wife makes him have this "realization"). So that drops the price even more.
Now there are other people who are looking at this downward movement and going "wait a minute, 3 months ago I felt like I was going to be able to buy an island with my BTC holdings, but now it's starting to look like I can only buy a condo. I better cash some out just in case it slides more because my loss aversion is kicking in and I was bullish before, but now I am experiencing the feeling of "not as rich as I once felt" and it's messing with me.
But this guy doesn't have that many willing people to sell to either, so it keeps sliding and snowballing down.
This is obviously an idealized scenario but you can hopefully see the forces that would cause any bubble to unravel. Once the supply of naive inbound dollars dries out (as it inevitably must), the people who invested last because they were sure it was going to be easy money, get nervous, sell, price slides, that unravels more people who now have something to lose whereas before they felt invulnerable, etc etc all the way down.
That basically means that you were early to the party for crypto, and made some bad decisions with stocks (which have yielded some 5% pa in real terms for many decades).
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.
Seeing the bubble is the easy part. Timing the top? Much harder!
I don’t mean that in a “collapse of western civilisation”-sense - I mean it more that Biden may normalise relations with countries where Bitcoin is used for-real because of sanctions or concerns over economic disenfranchisement: if people (and oligarchs) in Russia, Iran and Venezuela can participate in the normative financial systems (SWIFT, Visa, Mastercard, etc) then BTC has far less real utility and thus less value.
Heck, I think if more US states and other countries legalise drugs that would also deal a blow (no pun intended) to BTC’s price.
Just wanted to know if it existed.
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.
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).
(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://www.visualcapitalist.com/the-feds-balance-sheet-the-...
I remember there was expectation that LTC would get somewhere on the basis that the utility of the Lightning Network give it far more inherent value than BTC’s slower settlement scheme.
I’unno man - Tulips still have value today, don’t they?
> 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...
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-...
To quote Hitchens:
"Extraordinary claims require extraordinary evidence and what can be asserted without evidence can also be dismissed without evidence".
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.
The lack of evidence to the contrary simply isn't enough to suggest that it isn't the case.
About a decade ago.
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.
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.
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.