Minority Report software can predict the future

Business as unusual.

Who'd have thought that Tom Cruise could be a harbinger of our global future? But silly sci-fi in the vein of Minority Report, where future events are predicted and dealt with before they even occur, may well have the last laugh if the findings coming out of the Microsoft Research lab are a sign of things to come.

Teamed with the Technion-Israel Institute, researchers set out to design software that can predict events before they happen. This includes epidemics and outbreaks of violence. It turns out that with 22 years worth of New York Times articles and a data-based Wikipedia the results are surprisingly accurate.

In fact, the software was able to correctly predict outbreaks of cholera in Angola based mainly on the occurrence of droughts in the area. The system signalled that incidents of cholera were likely because previous news reports had shown that cholera is common following droughts - perhaps due to poor sanitation through lack of water. Sure enough, days later in drought-stricken Angola the first cholera cases were being reported.

The researchers also found that the system they had developed could foresee violent and political unrest by combining factors such as location, citizen's earnings, and GDP. After testing the software on everything from political instability to epidemic outbreaks it has proved to be correct between 70-90 per cent of the time.

When it comes to violence, the findings are slightly controversial. The researcher's report concludes: "The system identified, in an automated manner, that for locations with large immigrant populations (e.g. Ohio and New York), the shooting of an unarmed person by the police can cause protests". This result suggests that the automation process may oversimplify complex events.

But the implications when it comes to disease are promising. If an epidemic can be predicted then aid agencies and governments can prepare for the worst, ensuring that help is on hand when the first incident hits.

Tom Cruise: harbinger of our global future? Photograph: Getty Images
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Sadiq Khan likely to be most popular Labour leader, YouGov finds

The Mayor of London was unusual in being both well-known, and not hated. 

Sadiq Khan is the Labour politician most likely to be popular as a party leader, a YouGov survey has suggested.

The pollsters looked at prominent Labour politicians and asked the public about two factors - their awareness of the individual, and how much they liked them. 

For most Labour politicians, being well-known also correlated with being disliked. A full 94 per cent of respondents had heard of Jeremy Corbyn, the current Labour leader. But when those who liked him were balanced out against those who did, his net likeability rating was -40, the lowest of any of the Labour cohort. 

By contast, the Labour backbencher and former army man Dan Jarvis was the most popular, with a net likeability rating of -1. But he also was one of the least well-known.

Just four politicians managed to straddle the sweet spot of being less disliked and more well-known. These included former Labour leadership contestants Yvette Cooper, Andy Burnham, and Hilary Benn. 

But the man who beat them all was Sadiq Khan, the Mayor of Lodon. 

YouGov's Chris Curtis said that in terms of likeability Khan "outstrips almost everyone else". But since Khan only took up his post last year, he is unlikely to be able to run in an imminent Labour contest.

For this reason, Curtis suggested that party members unhappy with the status quo would be better rallying around one of the lesser known MPs, such as Lisa Nandy, Jarvis or the shadow Brexit minister Keir Starmer. 

He said: "Being largely unknown may also give them the opportunity to shape their own image and give them more space to rejuvenate the Labour brand."

Another lesser-known MP hovering just behind this cohort in the likeability scores is Clive Lewis, a former journalist and army reservist, who served in Afghanistan. 

Lewis, along with Nandy, has supported the idea of a progressive alliance between Labour and other opposition parties, but alienated Labour's more Eurosceptic wing when he quit the frontbench over the Article 50 vote.

There is nevertheless space for a wildcard. The YouGov rating system rewards those who manage to achieve the greatest support and least antagonism, rather than divisive politicians who might nevertheless command deep support.

Chuku Umunna, for example, is liked by a larger share of respondents than Jarvis, but is also disliked by a significant group of respondents. 

However, any aspiring Labour leader should heed this warning - after Corbyn, the most unpopular Labour politician was the former leader, Ed Miliband. 

Who are YouGov's future Labour leaders?

Dan Jarvis

Jarvis, a former paratrooper who lost his wife to cancer, is a Westminster favourite but less known to the wider world. As MP for Barnsley Central he has been warning about the threat of Ukip for some time, and called Labour's ambiguous immigration policy "toxic". 

Lisa Nandy

Nandy, the MP for Wigan, has been whispered as a possible successor, but did not stand in the 2015 Labour leadership election. (She did joke to the New Statesman "see if I pull out a secret plan in a few years' time"). Like Lewis, Nandy has written in favour of a progressive alliance. On immigration, she has stressed the solidarity between different groups on low wages, a position that might placate the pro-immigration membership. 

Keir Starmer

As shadow Brexit minister and a former director of public prosecutions, Starmer is a widely-respected policy heavyweight. He joined the mass resignation after Brexit, but rejoined the shadow cabinet and has been praised for his clarity of thought. As the MP for Holborn and St Pancras, though, he must fight charges of being a "metropolitan elite". 

 

Julia Rampen is the editor of The Staggers, The New Statesman's online rolling politics blog. She was previously deputy editor at Mirror Money Online and has worked as a financial journalist for several trade magazines.