Sellers on Amazon use automatic tools which pushed a book on flies up to $23,698,655.93

Robo-pricing gone wrong

Barney Jopson for the Financial Times:

Amazon sellers – using third-party software – can set rules to ensure their prices are always, for example, $1 lower than their rivals’. More complex algorithms can analyse data to set prices most likely to secure a prominent position on the site.

Last year, out-of-control algorithms inflated the price of The Making of a Fly, a genetics book, to more than $23m, according to Michael Eisen, a biologist who blogged about it.

Eisen's blog is a great case study. My favourite excerpt:

The behavior of [one of the sellers,] profnath is easy to deconstruct. They presumably have a new copy of the book, and want to make sure theirs is the lowest priced – but only by a tiny bit ($9.98 compared to $10.00). Why though would  [the second seller] bordeebook want to make sure theirs is always more expensive? Since the prices of all the sellers are posted, this would seem to guarantee they would get no sales. But maybe this isn’t right – they have a huge volume of positive feedback – far more than most others. And some buyers might choose to pay a few extra dollars for the level of confidence in the transaction this might impart. Nonetheless this seems like a fairly risky thing to rely on – most people probably don’t behave that way – and meanwhile you’ve got a book sitting on the shelf collecting dust. Unless, of course, you don’t actually have the book….

My preferred explanation for bordeebook’s pricing is that they do not actually possess the book. Rather, they noticed that someone else listed a copy for sale, and so they put it up as well – relying on their better feedback record to attract buyers. But, of course, if someone actually orders the book, they have to get it – so they have to set their price significantly higher – say 1.27059 times higher – than the price they’d have to pay to get the book elsewhere.

Of course, realistically this sort of thing isn't the natural result of computers entering the fray; if the two booksellers had used the tool at all well, they would presumeably have entered some sort of upper bound, where an actual human person would be notified.

Really, this is just another example of how the internet makes economics textbooks come to life. This is exactly the sort of situation which sounds like it might happen in theory, but never could in practice, and then, all of a sudden, it does. Amazon has already been known to practice dynamic pricing, charging customers the most it thinks they will pay. What next?

A really expensive book? Or a really well-designed fly?

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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After Richmond Park, Labour MPs are haunted by a familiar ghost

Labour MPs in big cities fear the Liberal Democrats, while in the north, they fear Ukip. 

The Liberal Democrats’ victory in Richmond Park has Conservatives nervous, and rightly so. Not only did Sarah Olney take the votes of soft Conservatives who backed a Remain vote on 23 June, she also benefited from tactical voting from Labour voters.

Although Richmond Park is the fifth most pro-Remain constituency won by a Conservative at the 2015 election, the more significant number – for the Liberal Democrats at least – is 15: that’s the number of Tory-held seats they could win if they reduced the Labour vote by the same amount they managed in Richmond Park.

The Tories have two Brexit headaches, electorally speaking. The first is the direct loss of voters who backed David Cameron in 2015 and a Remain vote in 2016 to the Liberal Democrats. The second is that Brexit appears to have made Liberal Democrat candidates palatable to Labour voters who backed the party as the anti-Conservative option in seats where Labour is generally weak from 1992 to 2010, but stayed at home or voted Labour in 2015.

Although local council by-elections are not as dramatic as parliamentary ones, they offer clues as to how national elections may play out, and it’s worth noting that Richmond Park wasn’t the only place where the Liberal Democrats saw a dramatic surge in the party’s fortunes. They also made a dramatic gain in Chichester, which voted to leave.

(That’s the other factor to remember in the “Leave/Remain” divide. In Liberal-Conservative battlegrounds where the majority of voters opted to leave, the third-placed Labour and Green vote tends to be heavily pro-Remain.)

But it’s not just Conservatives with the Liberal Democrats in second who have cause to be nervous.  Labour MPs outside of England's big cities have long been nervous that Ukip will do to them what the SNP did to their Scottish colleagues in 2015. That Ukip is now in second place in many seats that Labour once considered safe only adds to the sense of unease.

In a lot of seats, the closeness of Ukip is overstated. As one MP, who has the Conservatives in second place observed, “All that’s happened is you used to have five or six no-hopers, and all of that vote has gone to Ukip, so colleagues are nervous”. That’s true, to an extent. But it’s worth noting that the same thing could be said for the Liberal Democrats in Conservative seats in 1992. All they had done was to coagulate most of the “anyone but the Conservative” vote under their banner. In 1997, they took Conservative votes – and with it, picked up 28 formerly Tory seats.

Also nervous are the party’s London MPs, albeit for different reasons. They fear that Remain voters will desert them for the Liberal Democrats. (It’s worth noting that Catherine West, who sits for the most pro-Remain seat in the country, has already told constituents that she will vote against Article 50, as has David Lammy, another North London MP.)

A particular cause for alarm is that most of the party’s high command – Jeremy Corbyn, Emily Thornberry, Diane Abbott, and Keir Starmer – all sit for seats that were heavily pro-Remain. Thornberry, in particular, has the particularly dangerous combination of a seat that voted Remain in June but has flirted with the Liberal Democrats in the past, with the shadow foreign secretary finishing just 484 votes ahead of Bridget Fox, the Liberal Democrat candidate, in 2005.

Are they right to be worried? That the referendum allowed the Liberal Democrats to reconfigure the politics of Richmond Park adds credence to a YouGov poll that showed a pro-Brexit Labour party finishing third behind a pro-second referendum Liberal Democrat party, should Labour go into the next election backing Brexit and the Liberal Democrats opt to oppose it.

The difficulty for Labour is the calculation for the Liberal Democrats is easy. They are an unabashedly pro-European party, from their activists to their MPs, and the 22 per cent of voters who back a referendum re-run are a significantly larger group than the eight per cent of the vote that Nick Clegg’s Liberal Democrats got in 2015.

The calculus is more fraught for Labour. In terms of the straight Conservative battle, their best hope is to put the referendum question to bed and focus on issues which don’t divide their coalition in two, as immigration does. But for separate reasons, neither Ukip nor the Liberal Democrats will be keen to let them.

At every point, the referendum question poses difficulties for Labour. Even when neither Ukip nor the Liberal Democrats take seats from them directly, they can hurt them badly, allowing the Conservatives to come through the middle.

The big problem is that the stance that makes sense in terms of maintaining party unity is to try to run on a ticket of moving past the referendum and focussing on the party’s core issues of social justice, better public services and redistribution.

But the trouble with that approach is that it’s alarmingly similar to the one favoured by Kezia Dugdale and Scottish Labour in 2016, who tried to make the election about public services, not the constitution. They came third, behind a Conservative party that ran on an explicitly pro-Union platform. The possibility of an English sequel should not be ruled out.  

Stephen Bush is special correspondent at the New Statesman. His daily briefing, Morning Call, provides a quick and essential guide to British politics.