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.

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It's Gary Lineker 1, the Sun 0

The football hero has found himself at the heart of a Twitter storm over the refugee children debate.

The Mole wonders what sort of topsy-turvy universe we now live in where Gary Lineker is suddenly being called a “political activist” by a Conservative MP? Our favourite big-eared football pundit has found himself in a war of words with the Sun newspaper after wading into the controversy over the age of the refugee children granted entry into Britain from Calais.

Pictures published earlier this week in the right-wing press prompted speculation over the migrants' “true age”, and a Tory MP even went as far as suggesting that these children should have their age verified by dental X-rays. All of which leaves your poor Mole with a deeply furrowed brow. But luckily the British Dental Association was on hand to condemn the idea as unethical, inaccurate and inappropriate. Phew. Thank God for dentists.

Back to old Big Ears, sorry, Saint Gary, who on Wednesday tweeted his outrage over the Murdoch-owned newspaper’s scaremongering coverage of the story. He smacked down the ex-English Defence League leader, Tommy Robinson, in a single tweet, calling him a “racist idiot”, and went on to defend his right to express his opinions freely on his feed.

The Sun hit back in traditional form, calling for Lineker to be ousted from his job as host of the BBC’s Match of the Day. The headline they chose? “Out on his ears”, of course, referring to the sporting hero’s most notable assets. In the article, the tabloid lays into Lineker, branding him a “leftie luvvie” and “jug-eared”. The article attacked him for describing those querying the age of the young migrants as “hideously racist” and suggested he had breached BBC guidelines on impartiality.

All of which has prompted calls for a boycott of the Sun and an outpouring of support for Lineker on Twitter. His fellow football hero Stan Collymore waded in, tweeting that he was on “Team Lineker”. Leading the charge against the Murdoch-owned title was the close ally of Labour leader Jeremy Corbyn and former Channel 4 News economics editor, Paul Mason, who tweeted:

Lineker, who is not accustomed to finding himself at the centre of such highly politicised arguments on social media, responded with typical good humour, saying he had received a bit of a “spanking”.

All of which leaves the Mole with renewed respect for Lineker and an uncharacteristic desire to watch this weekend’s Match of the Day to see if any trace of his new activist persona might surface.


I'm a mole, innit.