21/1/20: Investor Fear and Uncertainty in Cryptocurrencies

Our paper on behavioral biases in cryptocurrencies trading is now published by the Journal of Behavioral and Experimental Finance volume 25, 2020:

We cover investor sentiment effects on pricing processes of 10 largest (by market capitalization) crypto-currencies, showing direct but non-linear impact of herding and anchoring biases in investor behavior. We also show that these biases are themselves anchored to the specific trends/direction of price movements. Our results provide direct links between investors' sentiment toward:

1. Overall risky assets investment markets,
2. Cryptocurrencies investment markets, and
3. Macroeconomic conditions,

and market price dynamics for crypto-assets. We also show direct evidence that both markets uncertainty and investor fear sentiment drive price processes for crypto-assets.

9/1/20: Herding and Anchoring in Cryptocurrency Markets

Our new paper, with Daniel O'Loughlin, titled "Herding and Anchoring in Cryptocurrency Markets: Investor Reaction to Fear and Uncertainty" has been accepted to the Journal of Behavioral and Experimental Finance, forthcoming February 2020.

The working paper version is available here: https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3517006.

Abstract:
Cryptocurrencies have emerged as an innovative alternative investment asset class, traded in data-rich markets by globally distributed investors. Although significant attention has been devoted to their pricing properties, to-date, academic literature on behavioral drivers remains less developed. We explore the question of how price dynamics of cryptocurrencies are influenced by the interaction between behavioral factors behind investor decisions and publicly accessible data flows. We use sentiment analysis to model the effects of public sentiment toward investment markets in general, and cryptocurrencies in particular on crypto-assets’ valuations. Our results show that investor sentiment can predict the price direction of cryptocurrencies, indicating direct impact of herding and anchoring biases. We also discuss a new direction for analyzing behavioral drivers of the crypto assets based on the use of natural language AI to extract better quality data on investor sentiment.

7/10/19: Bitcoin, ethereum and ripple: a fractal and wavelet analysis

Myself and Professor Shaen Corbet of DCU have a new article on the LSE Business Review site covering our latest published research into cryptocurrencies valuations and dynamics: https://blogs.lse.ac.uk/businessreview/2019/10/07/bitcoin-ethereum-and-ripple-a-fractal-and-wavelet-analysis/.

The article profiles in non-technical terms our paper "Fractal dynamics and wavelet analysis: Deep volatility and return properties of Bitcoin, Ethereum and Ripple" currently in the process of publication with the The Quarterly Review of Economics and Finance (link here).

20/9/19: New paper on Cryptos pricing

Our paper "Fractal dynamics and wavelet analysis: Deep volatility and return properties of Bitcoin, Ethereum and Ripple" is now available in The Quarterly Review of Economics and Finance - early stage print version - here https://www.sciencedirect.com/science/article/abs/pii/S1062976919300730.

30/4/19: Journal of Financial Transformation paper on cryptocurrencies pricing

Our paper with O’Loughlin, Daniel and Chlebowski, Bartosz, titled "Behavioral Basis of Cryptocurrencies Markets: Examining Effects of Public Sentiment, Fear and Uncertainty on Price Formation" is out in the new edition of the Journal of Financial Transformation Volume 49, April 2019. Available at SSRN: https://ssrn.com/abstract=3328205 or https://www.capco.com/Capco-Institute/Journal-49-Alternative-Capital-Markets.

7/12/18: Seeking Alpha Market Outlook features a recent blogpost

My post on Bitcoin price dynamics and trading http://trueeconomics.blogspot.com/2018/12/51218-bitcoin-sell-off-is-structural.html has made it SeekingAlpha Market Outlook:

20/11/18: Bitcoin's Steady Loss of Fundamentals

Base rate fallacy is one of the key behavioral heuristics or biases in economics and finance, defined as a cognitive error whereby too little (or too much) weight is placed on the base (original) rate of possibility (e.g., the probability of A given B). In behavioral finance,

• Base rate neglect is the case of giving not enough weight to the prior/original fundamentals in analyzing a complex phenomena, focusing analyst's attention instead on more proximate/more recent trends. Put differently, analysts tend to assign greater weight to a rare category / outrun when tested with a single symptom whose objective diagnosticity was equal for all possible outruns; and 
• The inverse base rate fallacy is the case when too much weight is given to the complex priors / original fundamentals, downgrading newer information. In other words, people tended to give higher probability to a rare outrun when tested with a combination of conflicting priors or cues.

Some research has shown that the key effect of the base rates on judgement error is that base rate presence distorts our analysis by making more frequent outruns of uncertain events more important in our analysis. Thus, more common realizations of the uncertain gambles are magnified in perceived frequency, overriding either the original priors (neglect) or the changing nature of the priors (inverse neglect).

You really can't avoid stumbling on both of these manifestations of the fallacy in today's Bitcoin markets analysis.

Take for example this:

A 'guru' of Bitcoin investment world has been issuing absurd forecasts like a blind drunk armed with an AK47: fast, furious and vastly inaccurate.

The dude, armed with 'fundamentals' (unknown to anyone in the finance research universe, where predominant consensus is that Bitcoin has no defined price fundamentals), has predicted BTCUSD at $22,000-$25,000 for the end of 2018 some months ago (back in January). He upped the ante around March by 'forecasting' BTCUSD at $91,000 some time before the end of 2019, and scaled this back to $36,000 in May. He then re-iterated his $25,000 target in July, just around the same time another 'Hopium sniffing' 'analyst' - Julian Hosp - put a target of $60,000 for BTC in 2018. Four days ago, Lee scaled back his 'forecast' for the end of 2018 to $15,000. This comes on foot of the guru adding lots of mumbo-jumbo to qualify his optimism, saying in early November 2018 that he was "pleasantly surprised" by Bitcoin's stability around the newly found price floor close within the $6,400-$6,500 range.

Taking decreasing doses of the sell-side drug-of-choice, Mike Novogratz was a bit more 'reserved'. In November 2017, struck by the recency bias (the fallacy of not even bothering considering any information other than hyperbolic BTC price dynamics around the end of 2017), he 'forecast' Bitcoin to reach $45,000 by November 2018. This 'forecast' was trimmed back to $9,000 for the end of 2018, issued by Novogratz on October 2, 2018.

There were madder ravings still on offer this year. Mid-April 2018, Tim Draper and CNBC's Brian Kelly pushed out (separately) 'research' arguing that BTC will be hitting $250,000 by 2022. Lee's prediction for 2022 target was $125,000 per BTC mid-January 2018, and advised investors to follow his alleged strategy: "We expect bitcoin's major low to be $9,000, and we would be aggressive buyers around that level... We view this $9,000 as the biggest buying opportunity in 2018."

Note: this drivel has been reported by the likes of Bloomberg, CNBC, et al - the serious analysis folks, employing a bunch of CFAs. I mean, you wouldn't be conflicted if you employed institutional investors trading in Bitcoin as your analysts, would you? Of course, not! Next up: CNBC to hire Wells Fargo sitting executive to analyse Wells Fargo.

But returning to the behavioral anomalies, both base rate neglect and inverse base rate effect can (and do), of course, take place in the same analysts' decisions and calls. Framing - conditioning on surrounding attributes of the decision making - determines which type of the base rate fallacy holds for which 'analyst'. Hence, this:

Ever since the collapse of the parabolic trend, Bitcoin price dynamics can be seen as a series of down-trending sub-cycles, with only one slight deviation in the pattern since mid-September 2018 (the start of the 6th cycle). I wrote about this back in August, suggesting that we will see new lows for BTCUSD - the lows we are running through this week.

When you look at liquidity (trading volumes), you can see that the 'price floor' period from mid-September through the start of November has been associated with extremely low trading. This runs contrary to the 'fundamentals' stories told by the aforementioned 'analysts': the increasing efficiency of the cryptos networks and mining, the growing rates of cryptos adoption in the real economy, and the rising interest in cryptos from institutional investors.

Put more simply, the period of 'calm' (and it wasn't really a period of low volatility, just a period of lower volatility compared to the internecine levels of volatility that BTCUSD investors have been conditioned to accept in the past) was the period when the Bitcoin Whales (large miners) stuck to their mine-and-hold strategies, so that pump-and-dump scams were running wreckage across smaller investors portfolios. The events of the last two weeks seem to have broken that pattern, removing the supports from one of the only two fundamentals Bitcoin has: the fundamental factor of cross-collaterlization a myriad of junky ICOs with Bitcoin capital.  (see volume dynamics below)

As the ICOs crash, their collateral Bitcoins are being dumped into the markets to recover some sort of liquidity necessary for a shutdown or a run from the creditors and regulators, the only floor that BTCUSD has is the floor of the Whales still sitting on large BTC holdings accumulated from mining. Which is not the good news the BTC 'analysts' can hang onto with their 'forecasts'. Cost of mining is rising (as local energy utilities are jacking up electricity rates on large scale mining operations). Just as profit margins on mining are turning negative (at current prices). This means that in the short run, Whales are going to start dipping into their BTC reserves to sustain operations. In the longer run, two things can happen:

1. If the miners shut down their operations to cut on variable costs of mining, BTC might find a new temporary 'floor' until another regulatory assault on Bitcoin takes place and the downward momentum returns; or
2. If the miners decide to double-down in hope of price stabilization and continue to beef up their fiat cash reserves to pay for loss making mining, there will be a new sell-off coming soon.

Behaviorally, both mean that at some point in the future (no, I am not talking about end-of-2022 outlook, but something much sooner), the Whales will decide to cut losses and sell their holdings. As usual in such circumstances, first off, retail investors will step in to soak up some of the supply avalanche. The first sellers in this game will be the winners. The followers will be the relatively uninjured party. The hold-outs will end up with the proverbial bag in the end of the game. It is how all bubbles end up playing out in the end.

Now, go on, listen to the idiot squad of BTC 'analysts'. Everything will be fine. $15,000 --> $25,000 --> $36,000 --> $91,000 --> $125,000 --> $250,000 --> Takeover of the Universe. The Death Star is powering its lasers...

15/11/18: BIS on payments systems and cryptos / blockchain

On November 1, Agustín Carstens, General Manager, Bank for International Settlements delivered a pretty punchy speech on the topic of payments systems evolution in modern age of digital technologies. Punchy, in the sense that much of it is focused on, indirectly, enlisting the evidence as to the lack of the markets for the blockchain and cryptocurrencies deployment in the payments systems at the wholesale and retail levels.

Take the following:  "One of the most significant developments in the evolution of money has been its electronification and, more recently, digitalisation. ...Realtime gross settlement (RTGS) systems for interbank payments, ...emerged in the 1980s. ...RTGS systems allow banks and other financial institutions to send money to each other with immediate and final settlement. They are typically operated by central banks and process critical (read: high-value) payments to allow for the smooth functioning of the economy. Today, the top interbank payment systems in the G20 countries settle more than $17.5 trillion a day, which is over 50 times a working day’s global GDP. ...Given the technology cycle, many central banks are currently looking at next-generation RTGS systems to offer more robust operations and enhanced services."

What does this imply for the world of cryptos? In simple terms, there is no market for cryptos as platforms for interbank payments settlements - the market is already served and the speed of services, cost and security are underpinned by the Central Banks.

Next up: retail payments systems.

Starting with back office: "For retail payment systems, ...in Mexico consumer payments operate at the same speed as interbank payments... The beneficiary of a payment is credited money in near real time. That is, if I were to send you money from my Mexican bank account, you would see the funds in your Mexican bank account in 15 seconds or less. ...Based on a BIS analysis, fast payment systems are likely to become the dominant retail payment system by 2023."

Again, what's the market for blockchain systems to be deployed here? I am not convinced there is one, especially as payments latency and costs are, to-date, more prohibitive under blockchain systems than using traditional payments platforms.

Front office: Carstens notes the progress achieved in delivering what he describes as "payments ... made using bank account aliases" in Argentina that are instant in time, and the ongoing trend toward development of the front-end payments interfaces, based on "cashless systems – no cashiers, no lines, no cash, no physical payment devices. Amazon and others envision a future where you walk into a store, take what you want, and are automatically billed for the items using facial recognition and artificial intelligence. Though this approach may seem a bit scary, it is less so than having microchips implanted inside us, which some firms are also piloting! To be frank, though, neither of these options – facial recognition or microchip implants – are particularly appealing to me."

Carstens presents the evidence that shows current Advanced Economies already carrying more than 90 percent of wholesale payments via cheap, lightning fast and highly secure centralized RTGS systems, with 75 percent of payments via the same occurring in the Emerging Markets:

Given this rate of adoption, coupled with the evolving technology curve (that enables similar systems to be deployed in smaller settlements), one has to question the extent to which cryptocurrency solutions can be deployed in the payments systems.

Beyond the not-too-optimistic view of the market niche size, cryptos and blockchain are also facing some serious pressure points from already ongoing innovation in centralized clearance systems. "Although much attention has been focused on cryptocurrencies as the “it” innovation in payments, there’s much unheralded innovation going on" in the Central Banks and elsewhere (read: legacy providers of payments). "Central banks have been pushing the boundaries of what technology can achieve for operational robustness, including switching seamlessly between data centres at short notice and synchronising geographically dispersed data centres."

Carstens notes the potential for the distributed Ledger Tech (aka, blockchain based on private, enterprise-level blockchain) in this space, where innovation is also a domain of the centralized players, as opposed to decentralised crypto markets. "One interesting development in the central banking community is ongoing experimentation with distributed ledger technology (DLT) as a means to enhance operational robustness. People often use DLT and Bitcoin interchangeably, but they are not the same! ...DLT is simply a set of processes and technologies that enable multiple computers to maintain collectively a common database. DLT does not mean mining of coins, public ledgers and open networks. And no central bank that I’m aware of is contemplating these properties in its DLT experimentation."

There are some problems, however, for DLT enthusiasts:
1) "...a Bank of Canada study noting that a DLT-based payment system meeting central bank requirements would be similar to what we have today (ie private ledgers, closed networks and a central operator). The difference is that a network of computers would be used to settle a transaction instead of one computer." In other words, there is a case, yet to be proven, that DLT offers anything new to the payments systems to begin with.
2) "The second is an ECB and Bank of Japan study concluding that processing times would be three times longer using DLT versus current systems." In other words, DLT/blockchain cannot deliver, so far, on its main premise: higher processing efficiency than legacy systems.

Carstens sums it up: "My take is that current versions of DLT are not any better than what we already have today."

In other words: DLT/blockchain solutions appear to be:

• Not necessary: the technology is attempting to solve the problems that do not exist in the payments systems;
• Inefficient with respect to its core tenants/promises: the technology is inferior to existent solutions and the pipeline of ongoing improvements to the legacy systems.

Which begs two questions that the DLT/blockchain community needs to answer: What niche can blockchain occupy in payments systems going forward? and Is there a sustainable market within that niche that cannot be captured by alternative technologies?

But there is more. Carstens explains: "Cryptocurrencies, such as Bitcoin, Ether and Tether, do not serve the core functions of money. No cryptocurrency is a true unit of account or a payment instrument, and we have seen this year that they are a poor store of value. This then raises the question: what are they?" The answer should be a wake up call for anyone still long cryptos: "From my perspective, cryptocurrencies are, at best, an asset of some sort. Perhaps an asset comparable to a piece of art for those who appreciate cryptography. Buyers of cryptocurrencies are buying into nothing more than a software algorithm. Some firms are trying to back cryptocurrencies with an underlying asset, such as cash or securities. That sounds nice, but it’s the equivalent of making art from banknotes or stock certificates. The buyer is still buying an idea or a concept or, if you will, an asset that is the equivalent of art hanging on your wall. If people want the underlying asset, they might be better served just buying that."

Carstens previously (February 2018) claimed that the #cryptos are “combination of a bubble, a Ponzi scheme and an environmental disaster.”

Nice perspective. If you are an observer. For a holder of cryptos, this is a serious risk. Playing cards in a casino is fun, but it is not investing. Playing investing in the cryptos world is probably the same.


Note: for an even more 'in your face' assessment of the #Bitcoin and #Cryptos, there is ECB's Executive Board member, Benoit Coeure, who called #BTC the “evil spawn of the [2008] financial crisis, per Bloomberg report of November 15 (https://www.bloomberg.com/news/articles/2018-11-15/cryptocurrencies-are-evil-spawn-of-the-crisis-for-ecb-s-coeure).

The reality of #cryptos investments is that they are, empirically, a massively overvalued bet on the largely undeveloped and unproven (in real world applications) technologies that have only tangential relation to the coins currently traded in the markets. It is, in a way, a derivative bet on a future contract.

18/9/18: Extreme Concentration Risk: Bitcoin's VUCA Bomb

I wrote before both, about the general problem of concentration risk and the specific problem of this risk (more accurately, the concentration-implied VUCA environment) in the specific asset classes and the economy. Here is another reminder of how the build up of concentration risks in the financial markets is contaminating all asset classes, including the off-the-wall crypto currencies: https://thenextweb.com/hardfork/2018/09/18/cryptocurrency-bitcoin-blockchain-wallet/.

The added feature of this concentration risk is extreme (87%) illiquidity of major Bitcoin holdings. This means that under the common 'Mine and Hold' strategy, already monopolized, highly concentrated mining pools literally create a massive risk buildup in the Bitcoin trading systems: with 87% of wallets not trading for months, we have a system of asset pricing and transactions that effectively provides zero price discovery and will not be able to handle any spike in supply, should these accounts start selling. Worse, the system is tightly coupled, as Bitcoin holdings are frequently used to capitalize other leveraged crypto currencies undertakings, such as investment funds and ICOs.

The extent of latent instability in the crypto markets is currently equivalent to a Chernobyl reactor on the cusp of the human error.

3/9/18: Bakkt: One New Exchange, Two Old Exchanges, Same Crypto Story?

My comment on the new #cryptocurrency exchange project involving Intercontinental Exchange (ICE), the New York Stock Exchange (NYSE), Microsoft, Starbucks, and Boston Consulting Group: https://blokt.com/news/bakkts-cryptocurrency-exchange-is-coming-but-will-institutional-investors-follow. In the nutshell, hold the hype, but watch it develop...

1/8/18: Dynamic patterns in BTCUSD pricing: is there a new down cycle afoot?

Bitcoin Cycles Analysis in one chart:

As the above suggests, BTCUSD dynamics are signalling continued structural pressures on Bitcoin prices and the start of the new double-top down cycle. The Great Unknown remains with the behaviour of the buy-and-hold investors who dominate longer-term BTC markets. Increase in market breadth with arrival of more active traders from the start of 2018 has not been kind to Bitcoin. More institutional investment flowing into the cryptos market has been, on average, a net negative for the crypto.

15/6/18: "Ripples in the Crypto World" - Our New Article on Systemic Risks in Cryptocurrencies

Our new article on dynamic properties and systemic risks of key cryptocurrencies is available at:

Gurdgiev, Constantin and Corbet, Shaen, Ripples in the Crypto World: Systemic Risks in Crypto-Currency Markets (June 15, 2018). International Banker, June 2018 https://internationalbanker.com/brokerage/ripples-in-the-crypto-world-systemic-risks-in-crypto-currency-markets/ . Ungated version: https://ssrn.com/abstract=3197351.

25/5/18: The Wondrous World of Cryptos Fraud: Profitable and Growing

One of the key promises of cryptocurrencies to their 'users'/'investors'/'gamblers' has been that of security of data stored on cryptos-backed blockchains and crypto 'assets' held by their owners. Yet, scandal after scandal, the myth has been deflated by the news flows, with security breaches, theft and fraud hitting the cryptos markets with frequency and impact not seen in traditional investment venues and asset classes.

Research by the Anti-Phishing Working Group released on Thursday shows that criminal activities have resulted in a theft of some $1.2 billion in cryptocurrencies since the beginning of 2017  (https://www.reuters.com/article/us-crypto-currency-crime/about-1-2-billion-in-cryptocurrency-stolen-since-2017-cybercrime-group-idUSKCN1IP2LU). Which is a significant number, but most likely an under-estimate to the true extent of theft and excludes fraud, especially fraud relating to the notorious ICOs.

In January-April 2018, ICOs raised some $6.6 billion, marking a 65% increase on 4Q 2017 ($3.9 billion in ICOs funding). Based on WSJ report that surveyed 1,450 ICOs, roughly 20 percent of the new offers raise major red flags for scams, including “plagiarized investor documents, promises of guaranteed returns and missing or fake executive teams”. Again, this is just a part of an iceberg. Ca half of all ICOs projects had no actual service or product offer behind them. In other words, investors in more than half of all ICOs were backing nothing more than a technological white paper, absent even a rudimentary business plan.

While there have been a lot of discussion in recent months about the potential Ponzi-game nature of the cryptos markets, irrespective of where you stand on the issue, there are two questions every investor must ask before dipping into the cryptos waters:

1. Do I, as an investor, really comprehend the risks, uncertainties, complexities, and ambiguities imbedded in product offers I am considering investing in? and
2. Do I, as an investor, have meaningful avenues for monitoring, hedging and/or ameliorating the above risks, uncertainties, complexities, and ambiguities imbedded in product offers I am considering investing in?

Now, without any sense of irony, when it comes to cryptos and ICOs, for any, even the most-informed and seasoned investor, the answers to (1) and (2) are 'No'. Which means that cryptos and ICOs are not a form of investment, but a form of speculative gambling. Nothing wrong with playing some chips at an unregulated casino, of course. Feel free to do so at own risk.

Update: A new research report (https://cointelegraph.com/news/ethereum-classic-51-attack-would-cost-just-55-mln-result-in-1-bln-profit-research) estimates that "it could take just $55 mln to hack a major cryptocurrency network for $1bln profit", providing yet more evidence that a "successful 51% attacks to control hashpower" previously deemed "too expensive and would result in making the attacked currency worthless" is no longer 'too expensive' and can deliver signifcantly higher profit margins than mining. So much for 'secure decentralized un-hackable' assets, thus.

19/5/18: The Scary Inefficiency & Environmental Costs of Bitcoin

Bitcoin is just one of the cryptocurrencies, albeit the dominant one by market capitalisation and mining assets deployment. The cryptocurrency is best known for volatility of its exchange rate to key fiat currencies and other commodities, but the more interesting aspect of the Bitcoin (and other cryptos) is their hunger for energy. Cryptos are based on blockchain technologies that promise a range of benefits (majority unverified or untested or both), amongst which the high degree of security and peer-to-peer data registry, both of which are supported by the mining processes that effectively require deployment of  a vast amount of hash/algorithmic calculations in order to create data storage units, or blocks. In a sense, energy (electricity) is the main input into creation of blockchain records of transactions.

As the result, it is important to understand Bitcoin (and other cryptos) energy efficiency and utilisation, from three perspectives:
1) Direct efficiency - value added by the use of energy in mining Bitcoin per unit of BTC and unit of information recorded on a blockchain;
2) Economic efficiency or opportunity cost of using the energy expended on mining; and
3) Environmental efficiency - the environmental impact of energy used.

To-date, estimating the total demand for electricity arising from Bitcoin mining (let alone from mining of other cryptos) has been a huge challenge, primarily because Bitcoin miners are too often located in secretive jurisdiction, do not report any data about their operations and, quite often, can be highly atomistic. Although Bitcoin mining is a concentrated activity - with a small number of mega-miners and mining pools dominating the market - there is still a cottage industry of amateur and smaller scale miners sprinkled around the globe.

Thus, to-date, we have only very scant understanding of just how much of the scarce resource (energy) does the new industry of cryptos mining consume.

A new paper, published in a peer-reviewed journal, Joule, which is a reputable academic journal, titled "Bitcoin's Growing Energy Problem" and authored by Alex de Viries (Experience Center of PwC, Amsterdam, the Netherlands) attempts exactly this. The paper is the first in the literature to be peer-reviewed and uses a new methodology to discern trends in Bitcoin's electric energy consumption. The paper does not cover other cryptos, so its conclusions need to be scaled to estimate the entire impact of cryptocurrencies energy use.

The findings of de Viries are striking. He estimates the current Bitcoin usage of energy at 2.55 gigawatts, close to that of Ireland (3.1GW), approaching 7.67GW that "could already be reached in 2018", comparable to Austria (8.2GW). When reached, this will amount to 0.5% of the total world electricity consumption.

Per 'efficiency of blockchain', a single transaction on Bitcoin network uses as much electricity as an average household in the Netherlands uses in a month. Which is, put frankly, mad, wasteful and utterly unrealistic as far as transactions costs go for the network.

Per de Viries: "As per mid-March 2018, about 26 quintillion hashing operations are performed every second and non-stop by the Bitcoin network (Figure 1). At the same time, the Bitcoin network is only processing 2–3 transactions per second (around 200,000 transactions per day). This means that the ratio of hash calculations to processed transactions is 8.7 quintillion to 1 at best. The primary fuel for each of these calculations is electricity."

The key to the above numbers is that they vastly underestimate the true costs of Bitcoin and other cryptos to the global economy. The paper focuses solely on energy used on mining. However, other activities that sustain Bitcoin and blockchains are also energy-intensive, including trading in coins/tokens, storage of information blocks, etc. Worse, mining and processing / servicing of the networks required use of constant electricity supply, which means that the energy mix that goes to sustain cryptocurrencies operations is the worst from environmental quality perspective and must rely on heavy use of fossil fuels in the top up range of electricity demand spectrum. The environmental costs of Bitcoin and cryptos is staggering.

Scaling up Bitcoin figures from de Viries; paper to include other major cryptocurrencies would require factoring in the BTC's share of the total crypto markets by energy use. A proxy (an imperfect one) for this is BTC's total share of the cryptocurrencies publicly traded markets which stood at around 37.3% as of May 16, 2018. Assuming this proxy holds for mining and servicing costs, total demand for electricity from the cryptocurrencies and blockchain use around the world is more than 2.55GW/0.37 or more than 6.9GW, with de Viries' model implying that by year end, the system of cryptocurrencies can be burning through a staggering 1.35% of total electricity supply around the world.

The problem with the key cryptocurrencies proposition is that the system of blockchain-based public networks can deliver lower cost, higher efficiency alternatives to current records creation and storage. This proposition simply does not hold in the current energy demand environment.



The full paper can be read here: de Vries: "Bitcoin's Growing Energy Problem" http://www.cell.com/joule/fulltext/S2542-4351(18)30177-6.

21/2/18: Cryptos Fans Checkmating Themselves on Petro

Venezuela launched the Petro, an oil-backed cryptocurrency that is supposed to augment (strike that: replace) the totally debased fiat currency the country has. And the launch is a pure gas, surrounded by bombastic claims from crypto-fans who can't be bothered to read the script.

Behold the following bits from the priceless writeup by the Bloomberg (https://www.bloomberg.com/news/articles/2018-02-20/venezuela-is-jumping-into-the-crypto-craze):

Apparently, Dubai has an asset-backed or commodity-backed currency. It does not.

Apparently, currency is what makes Dubai Dubai. It does not.

Apparently, all that differentiates Dubai from Venezuela is... err... I am not sure what it might be in the eyes of the cryptos experts, but here is a tangible metric of difference:

One ranks 179th in the world in Economic Freedom Index, another ranks 10th. And similar rankings differences apply across all reputable measures of economic, social, legal and political institutions quality, and country risk measures.

But, not to be outdone by their own ignorance, the crypto-fans brigade soldiers on:

Free markets led by some of the most corrupt, venally politicized Government officials in the world.

Check mating oneself publicly is, apparently, a required condition for being a crypto expert these days.

2/2/18: CFR: What Financial Economics Tells Us About Bitcoin

My new contribution to the Cayman Financial Review is available, covering the key aspects of the fundamentals (or lac of such) behind the crypto currencies valuations: http://www.caymanfinancialreview.com/2018/01/29/learning-from-the-present-what-financial-economics-tells-us-about-bitcoin/.

15/1/18: Of Fraud and Whales: Bitcoin Price Manipulation

Recently, I wrote about the potential risks that concentration of Bitcoin in the hands of few holders ('whales') presents and the promising avenue for trading and investment fraud that this phenomena holds (see post here: http://trueeconomics.blogspot.com/2017/12/211217-of-taxes-and-whales-bitcoins-new.html).

Now, some serious evidence that these risks have played out in the past to superficially inflate the price of bitcoins: a popular version here https://techcrunch.com/2018/01/15/researchers-finds-that-one-person-likely-drove-bitcoin-from-150-to-1000/, and technical paper on which this is based here (ungated version) http://weis2017.econinfosec.org/wp-content/uploads/sites/3/2017/05/WEIS_2017_paper_21.pdf.

Key conclusion: "The suspicious trading activity of a single actor caused the massive spike in the USD-BTC exchange rate to rise from around $150 to over $1 000 in late 2013. The fall was even more dramatic and rapid, and it has taken more than three years for Bitcoin to match the rise prompted by fraudulent transactions."

Oops... so much for 'security' of Bitcoin...

21/12/17: Of Taxes and Whales: Bitcoin's New Headaches

I have recently mused about the tax exposures implications of Bitcoin 'investments', and in particular, my suspicion that many today's BTC enthusiasts (retail investors speculating on BTC and other cryptos) are likely to be caught out with unexpected and un-covered tax liabilities arising from trading in currencies pairs that involve cryptos and regular currencies (e.g. BTCUSD pair). Normally, every trade in BTC that involves sale of BTC for USD is subject to capital gains tax. This is a nasty side effect of the BTC trading.

And here comes a new and a worse one: the GOP tax plan will make even trades between cryptos (e.g. BTCETH pair) subject to capital gains (https://www.bloomberg.com/news/articles/2017-12-21/tax-free-bitcoin-to-ether-trading-in-u-s-to-end-under-gop-plan). The GOP plan removal of the like-kind swap tax deferral provision for everything other than real property sweeps cryptos put of the deferral cover because back in 2014, the IRS designated cryptos as non-currency property-type assets, like gold.

In addition to catching many investors off-guard and leaving them facing potentially explosive tax bills, the new change induces more liquidity risk into the system: removal of the deferral imposes a de facto transaction tax on BTC and other cryptos. This is likely to reduce frequency of trading conducted by investors. Which, in turn, reduces liquidity of the BTC and other cryptos.

This tax change, in part, likely explain why the BTC and other cryptos concentration is falling: the whales, who used to control up to 40% of the entire BTC issuance to-date, are selling, and selling at speed (https://www.bloomberg.com/gadfly/articles/2017-12-21/bitcoin-whales-are-cutting-back).  Ordinarily, this would be a good thing (lower concentration risk, increased liquidity), but cryptos are not your ordinary assets. The problem with whales selling is that one of the key arguments in favor of cryptos is that crypto-enthusiasts and pioneers are market-makers who prefer mine-and-hold strategy. In other words, to-date, the argument has been that the whales simply will never sell their holdings before BTC issuance reaches its bound of 21 million units.

That reasoning is now going, like the proverbial hot air out of a punctured balloon:

21/12/17: Blockchain is Just Your Cup of Tea...

Undoubtedly, undeniably, and absolutely consistent with the Efficient Markets Hypothesis, the Long Island Iced Tea rebranding as a Long Blockchain is resulting in a robust, fundamentals-consistent boost to the company share prices: https://www.bloomberg.com/news/articles/2017-12-21/crypto-craze-sees-long-island-iced-tea-rename-as-long-blockchain.

Which, of course, given the global, decentralized, fully secured, anti-inflation hedge, future of everything properties of the blockchain cryptocurrencies markets, is perfectly rational.

No, no, folks, there are no bubbles in crypto world. Never. It's all pure mathematics, you see... 

20/12/17: My Forex Analytix Interview Link

My today's interview with Forex Analytix on Cryptocurrencies and Central Banks is now on youtube, here: https://www.youtube.com/watch?v=dvOF6xCjGzo&feature=youtu.be.