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.

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Four times Owen Smith has made sexist comments

The Labour MP for Pontypridd and Jeremy Corbyn’s Labour leadership rival has been accused of misogynist remarks. Again.

2016

Wanting to “smash” Theresa May “back on her heels”

During a speech at a campaign event, Owen Smith blithely deployed some aggressive imagery about attacking the new Prime Minister. In doing so, he included the tired sexist trope beloved of the right wing press about Theresa May’s shoes – her “kitten heels” have long been a fascination of certain tabloids:

“I’ll be honest with you, it pained me that we didn’t have the strength and the power and the vitality to smash her back on her heels and argue that these our values, these are our people, this is our language that they are seeking to steal.”

When called out on his comments by Sky’s Sophy Ridge, Smith doubled down:

“They love a bit of rhetoric, don’t they? We need a bit more robust rhetoric in our politics, I’m very much in favour of that. You’ll be getting that from me, and I absolutely stand by those comments. It’s rhetoric, of course. I don’t literally want to smash Theresa May back, just to be clear. I’m not advocating violence in any way, shape or form.”

Your mole dug around to see whether this is a common phrase, but all it could find was “set back on one’s heels”, which simply means to be shocked by something. Nothing to do with “smashing”, and anyway, Smith, or somebody on his team, should be aware that invoking May’s “heels” is lazy sexism at best, and calling on your party to “smash” a woman (particularly when you’ve been in trouble for comments about violence against women before – see below) is more than casual misogyny.

Arguing that misogyny in Labour didn’t exist before Jeremy Corbyn

Smith recently told BBC News that the party’s nastier side only appeared nine months ago:

“I think Jeremy should take a little more responsibility for what’s going on in the Labour party. After all, we didn’t have this sort of abuse and intolerance, misogyny, antisemitism in the Labour party before Jeremy Corbyn became the leader.”

Luckily for Smith, he had never experienced misogyny in his party until the moment it became politically useful to him… Or perhaps, not being the prime target, he simply wasn’t paying enough attention before then?

2015

Telling Leanne Wood she was only invited on TV because of her “gender”

Before a general election TV debate for ITV Wales last year, Smith was caught on camera telling the Plaid Cymru leader that she only appeared on Question Time because she is a woman:

Wood: “Have you ever done Question Time, Owen?”

Smith: “Nope, they keep putting you on instead.”

Wood: “I think with party balance there’d be other people they’d be putting on instead of you, wouldn’t they, rather than me?”

Smith: “I think it helps. I think your gender helps as well.”

Wood: “Yeah.”

2010

Comparing the Lib Dems’ experience of coalition to domestic violence

In a tasteless analogy, Smith wrote this for WalesHome in the first year of the Tory/Lib Dem coalition:

“The Lib Dem dowry of a maybe-referendum on AV [the alternative vote system] will seem neither adequate reward nor sufficient defence when the Tories confess their taste for domestic violence on our schools, hospitals and welfare provision.

“Surely, the Liberals will file for divorce as soon as the bruises start to show through the make-up?”

But never fear! He did eventually issue a non-apology for his offensive comments, with the classic use of “if”:

“I apologise if anyone has been offended by the metaphorical reference in this article, which I will now be editing. The reference was in a phrase describing today's Tory and Liberal cuts to domestic spending on schools and welfare as metaphorical ‘domestic violence’.”

***

A one-off sexist gaffe is bad enough in a wannabe future Labour leader. But your mole sniffs a worrying pattern in this list that suggests Smith doesn’t have a huge amount of respect for women, when it comes to political rhetoric at least. And it won’t do him any electoral favours either – it makes his condemnation of Corbynite nastiness ring rather hollow.

I'm a mole, innit.