The judge's ruling setting aside the jury's guilty verdict is, of course, grand news for Aleynikov. It is also the curtain on a sometimes farcical spectacle. But let us not forget that there are issues of principle involved.
Algorithmic and high-frequency trading
Spoofing is probably about as ubiquitous as texting-while-driving. And it is possible to make an example of a spoofer caught red-handed. But it isn't clear what purpose that will serve. The real problem is that a broken market contains a broken set of incentives.
It is of course possible to “question the wisdom of the SEC’s stance on this issue and its fairness to ordinary investors,” said the Judge in the Lanier/HFT decision. But the court isn’t in the business of second guessing the wisdom of regulation. Lanier's claims are dismissed.
Authorities now claim that the shenanigans that set off the flash crash of May 2010 were the work of Navinder Singh Sarao. Does this mean Waddell & Reed were unjustly maligned? Almost certainly.
A party seeking to employ an expert witness is supposed to let the other side know who the expert is in advance of trial. Fans of a classic Joe Pesci movie will remember that it isn't necessary to join the prosecutor in a hunting lodge.
The U.S. Department of Justice typically brings high-profile antitrust actions against 'monopolists' by piling its legal theories on top of dubious micro-economics. A recent announcement by Microsoft sends Faille down memory lane, to two 1990s era actions by the D of J against MS in the days when Bill Gates was still a great media ogre.
This is the story of one high-frequency trading firm suing one or more others and giving detailed credence to everything that has been said over the last year or so by those who bemoan the rise of HFT firms.
To the extent that high-frequency trading is analogized to 'insider trading,' it may be in trouble with securities regulators but still in the clear with commodities regulators. After all, the latter do allow hedgers to use non-public material information to protect themselves. But Gregory Scopino doesn't believe pinging and related HFT practices should be in the clear with the CFTC at all.
A physicist recently suggested that exchanges might do well to change the nature of the trading they host, holding batch auctions every one-hundredth of a second to better serve their real economic functions. Then a commenter proposed that taxation could achieve the same effect. Our physicist went back to the drawing board to consider this.
An SNB announcement caused wild market moves Jan. 15th, not only in Forex but in commodity and equity prices as well. In the wake of the commotion, one key question has to be: why the announcement? Why this sudden change in the policy of Switzerland's central bankers?
Guest columnist Diane Harrison looks at both sides of the quantitative investment debate.
A new paper by a senior market economist at BNP Paribas celebrates the invention of Learning Vector Quantization (LVQ), a machine-learning algorithm that could enable some smart economists to get very rich indeed.
Sprecher proposes that the exchanges and the investment banks enter into a deal, and that regulators confirm it by various tweaks in the NMS. The whole dynamic that the "grand bargain" represents is a disturing one, old-fashioned smoke-filled-room cronyism.
The Permal Group takes a refreshingly modest view of the eventual impact of Big Data on the business model of hedge fund managers. The better the data about a corporation, the more accurate the stress testing. Yes, that seems reasonable.
Observers of the slow slog toward an empirical test of larger tick sizes have raised concerns about the details of the three-track plan under consideration. In particular, there's an order-protection feature for one of the three "tracks" that has raised the hackles of Larry Tabb and the STA
One of the unintended consequences of high-frequency trading may be that it forces a market re-design. Guest columnist Ginger Szala looks at the issues.
What is the real issue behind intermarket sweep orders, and the recent dust-up over an NYSE rules change? Faille answers: Privilege.
The most intriguing revelation in the exchange of briefs between the State of New York and Barclays appears in a humble footnote, where Barclays seems to concede that an employee was pressured to change an internalization number. But it was just the once....
Guest columnist and intrepid reporter Doug Friedenberg talks to Brad Katsuyama about HFT, Michael Lewis and more.
What do I mean by "front run," asked a reader. I use the term for a range of situations in which one party trades on the basis of advance [non-public] information of another party's upcoming trade, Faille replies.
Christopher Faille reviews the basic facts about SIP, the Securities Information Processor, and cites (with some incredulity) a new contention in some quarters that SIP isn't all that important because nobody really relies upon it.
It does appear that speed is helpful in generating alpha. How is it helpful? Here there are two views, and the less HFT-friendly of these views has received some scholarly/empirical support.
Neither liquidity nor a small spread is the be-all and end-all of markets. A spread is a sort of price and, like other prices, spreads can sometimes get too small because someone is cutting corners.
Who or what is responsible if an ATS' self-learning behavior drifts into terrain that, performed by a human, would constitute manipulative behavior? Does it matter than another algorithm has lately passed the Turing test?
HFTs and trading venues alike have worked hard to fit their practices into the Reg NMS framework. As a consequence, violations of NMS “are unlikely” Dolgopolov writes, “to provide a basis for civil liability of HFTs who use such orders because of their compliance – however formalistic – with this regulatory norm.”
ESMA defines HFT as “a special class of algorithmic trading in which computers make decisions to initiate orders based on information that is received electronically, before human traders are capable of processing the information they observe and of taking a decision in relation thereto.” It then decides that needs further definition.
After some preliminaries, McGonagle got around to the central subject of his testimony, the Concept Release on Automated Trading that the CFTC had issued back in September 2013. Much of his testimony was designed to give Congress an inkling of the range of reactions the CR has since elicited.
Consciousness did evolve. Why? I submit that there is no good answer to this question unless consciousness makes a difference to behavior. Trading and investing must be included as "behaviors" in that generalization.
Michael Lewis portrays Aleynikov, the Russian born coder convicted of two counts of theft in 2010 and imprisoned, then released by decision of an appeals court two years later, as a central figure in this dramatic tale about high-frequency trading. Aleynikov is not one of the bad guys, as such: but he is a self-blinkered tool of the bad guys. Some sympathy is extended: not much.
The patent dispute at issue before the Supreme Court March 31st involved a computerized escrow system that serves as a third party to a deal, eliminating settlement risk. A business-method patent, in short: nothing at all to do with speed of execution, or data compression, or other such trading-infrastructure-related feats.
Guest columnist Ginger Szala on Michael Lewis' new book.
There is an arm's race aspect to the trend toward ever-higher speeds in trading, and this has created a "latency risk" in the markets that has an adverse impact on liquidity, a new study shows. This feeds into some ongoing arguments.
Cutting latency in any one layer is a task distinct from that of cutting it in any of the others. For the physical or interface layer (the ground floor of our ziggurat), optimization involves fiber optics and efficient queue management.
A forthcoming paper by Goldstein et al opens a window onto the convergence of two market-structure issues that, until quite recently, had not even been thought very similar.
The U.S. Supreme Court has now agreed to hear arguments about Alice, litigation that squarely raises a question with which lower courts have struggled ever since the Bilski decision in 2010 failed to offer them any guidance: is all software 'abstract' in the legal sense, and thus as such unpatentable? If not, then what is the legal sense of "abstract"?
The share of equity trading volume accounted for by dark pools has risen steadily in the U.S. in recent years. What have been the preconditions of this? what are its benefits and what are its costs?
The key to understanding the mechanics of bitcoin is that at ten minute intervals the 'miners' gather up the recent proposed transactions and try to add them to the block chain, the universal ledger of bitcoin transactions.
A recent article on the use of catalytic events to predict volatility, written by Paul Rowady of the TABB Group, provides food for thought for derivative traders, crystal-ball gazers, and compliance officers alike.
Anshuman Jaswal, senior analyst, Celent, has prepared a report on execution quality in the NYSE market that measures such quality along two axes: pricing and speed. Speed is straightforward, the metric for price as an execution issue is a bit trickier.
The CFTC has issued a thoroughly researched report, or 'concept release,' on algorithmic trading, high frequencies, and related issues in todays derivatives markets. Christopher Faille looks at the report and marvels at the term 'execution throttle,' employed for a monitoring system the report suggests.
The CFTC is said to be close to issuing a concept release on high-frequency trading, pushing the regulatory process beyond the agency's earlier talkfests. Christopher Faille muses about an approach the concept release will almost certainly not advocate.
Summary/excerpt: If Clark-Joseph is wrong in his worries about the "exploratory trading" of high frequency traders, he should be shown to be wrong with the use of facts and reason. He shouldn't be shushed, directly or indirectly.
MiFIR includes provisions that allow for "dark pools" and that limit the size -- or, if you will, the depth -- of such pools. On June 10, 2013, authorities in Brussels released a new proposal for tweaks of MiFIR in general and these provisions in particular.
With a wide range of troubling issues on my mind, I recently consulted a sage of the trading-algorithm world, Greg Woods, the head of algorithmic execution, listed derivatives and foreign exchange for Deutsche Bank Securities. He has more than twenty years of experience in the broad IT area.
Guest columnist Louis Lovas looks at data management in the world of algorithmic trading.
Dark trading in Australia is becoming more multilateral and 'market-like' over time, a task force has found. That doesn't sound especially alarming, but ASIC believes the situation may encourage breaches of the Market Integrity Rules and the Corporations Act.
The Germans seem prepared to experiment with limits on high-frequency trading, as we see in a recent Bundestag vote that leaves the particulars to BaFin. I spoke recently to David Weild, a former vice chairman of NASDAQ, about this experiment and about related issues.
Bank of England white paper on high-frequency trading yields little in the way of return.
The report seeks to alleviate certain concerns about both high-frequency and algorithmic trading. In particular, "The evidence available to this Project provides no direct evidence that computer-based HFT has increased volatility in financial markets." Still, the absence of evidence is not the evidence of absence, and the Project does acknowledge prudential concerns.