GIF of the day: Skynet is in your stock exchanges, taking your money

High frequency trading has experienced a boom in the last five years. What next?

Reuters' finance blogger Felix Salmon presents the above animated gif, which shows the quantity of high frequency trades happening throughout the day in 14 American stock exchanges, charted between 2007 and 2012.

Watch to the end, to see the enormous spike in activity in 2011, particularly following the US downgrade in August that year, then read Felix's analysis:

Back in 2007, I wasn’t a fan of a financial-transactions tax; today, I am. And this chart shows better than anything why my opinion has changed. The stock market is clearly more dangerous than it was in 2007, with much greater tail risk; meanwhile, in return for facing that danger, society as a whole has received precious little utility.

Alex Hern is a technology reporter for the Guardian. He was formerly staff writer at the New Statesman. You should follow Alex on Twitter.

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Why relations between Theresa May and Philip Hammond became tense so quickly

The political imperative of controlling immigration is clashing with the economic imperative of maintaining growth. 

There is no relationship in government more important than that between the prime minister and the chancellor. When Theresa May entered No.10, she chose Philip Hammond, a dependable technocrat and long-standing ally who she had known since Oxford University. 

But relations between the pair have proved far tenser than anticipated. On Wednesday, Hammond suggested that students could be excluded from the net migration target. "We are having conversations within government about the most appropriate way to record and address net migration," he told the Treasury select committee. The Chancellor, in common with many others, has long regarded the inclusion of students as an obstacle to growth. 

The following day Hammond was publicly rebuked by No.10. "Our position on who is included in the figures has not changed, and we are categorically not reviewing whether or not students are included," a spokesman said (as I reported in advance, May believes that the public would see this move as "a fix"). 

This is not the only clash in May's first 100 days. Hammond was aggrieved by the Prime Minister's criticisms of loose monetary policy (which forced No.10 to state that it "respects the independence of the Bank of England") and is resisting tougher controls on foreign takeovers. The Chancellor has also struck a more sceptical tone on the UK's economic prospects. "It is clear to me that the British people did not vote on June 23 to become poorer," he declared in his conference speech, a signal that national prosperity must come before control of immigration. 

May and Hammond's relationship was never going to match the remarkable bond between David Cameron and George Osborne. But should relations worsen it risks becoming closer to that beween Gordon Brown and Alistair Darling. Like Hammond, Darling entered the Treasury as a calm technocrat and an ally of the PM. But the extraordinary circumstances of the financial crisis transformed him into a far more assertive figure.

In times of turmoil, there is an inevitable clash between political and economic priorities. As prime minister, Brown resisted talk of cuts for fear of the electoral consequences. But as chancellor, Darling was more concerned with the bottom line (backing a rise in VAT). By analogy, May is focused on the political imperative of controlling immigration, while Hammond is focused on the economic imperative of maintaining growth. If their relationship is to endure far tougher times they will soon need to find a middle way. 

George Eaton is political editor of the New Statesman.