Google Street View is the most audacious data-gathering project ever

Google Street View is an extraordinarily expensive project for a company which normally deals with razor-slim margins. It involves building customised cars, shipping them all over the world, and then hiring drivers to patrol the roads for hours on end.

The eventual plan is to map every street they can (and they mean every - Jon Rafman's 9-eyes is a wonderful collection of weirder pictures taken), an extraordinary project which certainly goes far beyond what makes economic sense. While Street View images of, for example, London's Oxford Street are likely to be regularly checked and probably easily monetiseable, it's hard to imagine what use images of Manitoba, Canada's highway 39 are, beyond bragging rights for the company.

But Adrian Holovaty suggests one reason why Google may have wanted to carry the project to its conclusion: it's nascent driverless car project. Holovaty writes:

Now, I’m realizing the biggest Street View data coup of all: those vehicles are gathering the ultimate training set for driverless cars.

I’m sure this is obvious to people who have followed it more closely, but the realization has really blown my mind. With the goal of photographing and mapping every street in the world, Street View cars must encounter every possible road situation, sort of by definition. The more situations the driverless car knows about, the better the training data, the better the machine-learning algorithms can perform, the more likely it is that the driverless car will work. Brilliant.

Google is, first and foremost, a company build around data-wrangling. Most of the data they get is provided by their users, but some, like the Street View corpus, they have to go out and get. And if they do, it's worth their while to work out as many ways of using that data as possible. The real question is whether they realised once they had all the information that they could use it to teach computers how to drive, or if this has been their cunning plan all along.

Thanks to Robin Sloan for the pointer.

A view from a Street View car, via 9-eyes.com

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

Getty
Show Hide image

Nobody's bargaining chips: How EU citizens are fighting back against Theresa May

Immigration could spike after Brexit, the Home Affairs select committee warned. 

In early July, EU citizens living in Scotland received some post from the First Minister, Nicola Sturgeon. The letters stated: “The immediate status of EU nationals living in Scotland has not changed and you retain all the same rights to live and to work here. I believe those rights for the longer term should be guaranteed immediately.”

The letters were appreciated. One Polish woman living on a remote Scottish island posted on social media: “Scottish Government got me all emotional yesterday.”

In reality, though, Sturgeon does not have the power to let EU citizens stay. That rests with the UK Government. The new prime minister, Theresa May, stood out during the Tory leadership contest for her refusal to guarantee the rights of EU citizens. Instead, she told Robert Peston: “As part of the [Brexit] negotiation we will need to look at this question of people who are here in the UK from the EU.”

As Home secretary in an EU member state, May took a hard line on immigration.  As PM in Brexit Britain, she has more powers than ever. 

In theory, this kind of posturing could work. A steely May can use the spectre of mass deportations to force a hostile Spain and France to guarantee the rights of British expat retirees. Perhaps she can also batter in the now-locked door to the single market. 

But the attempt to use EU citizens as bargaining chips may backfire. The Home Affairs select committee warned that continued policy vagueness could lead to a surge in immigration – the last thing May wants. EU citizens, after all, are aware of how British immigration policy works and understand that it's easier to turn someone back at the border than deport them when they've set up roots.

The report noted: “Past experience has shown that previous attempts to tighten immigration rules have led to a spike in immigration prior to the rules coming into force.”

It recommended that if the Government wants to avoid a surge in applications, it must choose an effective cut-off date for the old rules, whether that is 23 June, the date Article 50 is triggered, or the date the UK finally leaves the EU.

Meanwhile, EU citizens, many of whom have spent decades in the UK, are pursuing tactics of their own. UK immigration forms are busy with chatter of UK-based EU citizens urging one another to "get your DCPR" - document certifying permanent residence - and other paperwork to protect their status. More than 1,000 have joined a Facebook group to discuss the impact of the referendum, with hot topics including dual nationality and petitions for a faster naturalisation process. British citizens with foreign spouses are trying to make the most of the "Surinder Singh" loophole, which allows foreign spouses to bypass usual immigration procedures if their British partner is based in another EU country. 

Jakub, a classical musician originally from Poland, is already thinking of how he can stay in the UK, where there are job opportunities for musicians. 

But he worries that although he has spent half a decade in the UK, a brief spell two years ago back in Poland may jeopardise his situation.“I feel a new fear,” he said. “I am not sure what will happen next.”