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

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

Photo: Getty Images
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How can Britain become a nation of homeowners?

David Cameron must unlock the spirit of his postwar predecessors to get the housing market back on track. 

In the 1955 election, Anthony Eden described turning Britain into a “property-owning democracy” as his – and by extension, the Conservative Party’s – overarching mission.

60 years later, what’s changed? Then, as now, an Old Etonian sits in Downing Street. Then, as now, Labour are badly riven between left and right, with their last stay in government widely believed – by their activists at least – to have been a disappointment. Then as now, few commentators seriously believe the Tories will be out of power any time soon.

But as for a property-owning democracy? That’s going less well.

When Eden won in 1955, around a third of people owned their own homes. By the time the Conservative government gave way to Harold Wilson in 1964, 42 per cent of households were owner-occupiers.

That kicked off a long period – from the mid-50s right until the fall of the Berlin Wall – in which home ownership increased, before staying roughly flat at 70 per cent of the population from 1991 to 2001.

But over the course of the next decade, for the first time in over a hundred years, the proportion of owner-occupiers went to into reverse. Just 64 percent of households were owner-occupier in 2011. No-one seriously believes that number will have gone anywhere other than down by the time of the next census in 2021. Most troublingly, in London – which, for the most part, gives us a fairly accurate idea of what the demographics of Britain as a whole will be in 30 years’ time – more than half of households are now renters.

What’s gone wrong?

In short, property prices have shot out of reach of increasing numbers of people. The British housing market increasingly gets a failing grade at “Social Contract 101”: could someone, without a backstop of parental or family capital, entering the workforce today, working full-time, seriously hope to retire in 50 years in their own home with their mortgage paid off?

It’s useful to compare and contrast the policy levers of those two Old Etonians, Eden and Cameron. Cameron, so far, has favoured demand-side solutions: Help to Buy and the new Help to Buy ISA.

To take the second, newer of those two policy innovations first: the Help to Buy ISA. Does it work?

Well, if you are a pre-existing saver – you can’t use the Help to Buy ISA for another tax year. And you have to stop putting money into any existing ISAs. So anyone putting a little aside at the moment – not going to feel the benefit of a Help to Buy ISA.

And anyone solely reliant on a Help to Buy ISA – the most you can benefit from, if you are single, it is an extra three grand from the government. This is not going to shift any houses any time soon.

What it is is a bung for the only working-age demographic to have done well out of the Coalition: dual-earner couples with no children earning above average income.

What about Help to Buy itself? At the margins, Help to Buy is helping some people achieve completions – while driving up the big disincentive to home ownership in the shape of prices – and creating sub-prime style risks for the taxpayer in future.

Eden, in contrast, preferred supply-side policies: his government, like every peacetime government from Baldwin until Thatcher’s it was a housebuilding government.

Why are house prices so high? Because there aren’t enough of them. The sector is over-regulated, underprovided, there isn’t enough housing either for social lets or for buyers. And until today’s Conservatives rediscover the spirit of Eden, that is unlikely to change.

I was at a Conservative party fringe (I was on the far left, both in terms of seating and politics).This is what I said, minus the ums, the ahs, and the moment my screensaver kicked in.

Stephen Bush is editor of the Staggers, the New Statesman’s political blog.