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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Inside a shaken city: "I just want to be anywhere that’s not Manchester”

The morning after the bombing of the Manchester Arena has left the city's residents jumpy.

On Tuesday morning, the streets in Manchester city centre were eerily silent.

The commuter hub of Victoria Station - which backs onto the arena - was closed as police combed the area for clues, and despite Mayor Andy Burnham’s line of "business as usual", it looked like people were staying away.

Manchester Arena is the second largest indoor concert venue in Europe. With a capacity crowd of 18,000, on Monday night the venue was packed with young people from around the country - at least 22 of whom will never come home. At around 10.33pm, a suicide bomber detonated his device near the exit. Among the dead was an eight-year-old girl. Many more victims remain in hospital. 

Those Mancunians who were not alerted by the sirens woke to the news of their city's worst terrorist attack. Still, as the day went on, the city’s hubbub soon returned and, by lunchtime, there were shoppers and workers milling around Exchange Square and the town hall.

Tourists snapped images of the Albert Square building in the sunshine, and some even asked police for photographs like any other day.

But throughout the morning there were rumours and speculation about further incidents - the Arndale Centre was closed for a period after 11.40am while swathes of police descended, shutting off the main city centre thoroughfare of Market Street.

Corporation Street - closed off at Exchange Square - was at the centre of the city’s IRA blast. A postbox which survived the 1996 bombing stood in the foreground while officers stood guard, police tape fluttering around cordoned-off spaces.

It’s true that the streets of Manchester have known horror before, but not like this.

I spoke to students Beth and Melissa who were in the bustling centre when they saw people running from two different directions.

They vanished and ducked into River Island, when an alert came over the tannoy, and a staff member herded them through the back door onto the street.

“There were so many police stood outside the Arndale, it was so frightening,” Melissa told me.

“We thought it will be fine, it’ll be safe after last night. There were police everywhere walking in, and we felt like it would be fine.”

Beth said that they had planned a day of shopping, and weren’t put off by the attack.

“We heard about the arena this morning but we decided to come into the city, we were watching it all these morning, but you can’t let this stop you.”

They remembered the 1996 Arndale bombing, but added: “we were too young to really understand”.

And even now they’re older, they still did not really understand what had happened to the city.

“Theres nowhere to go, where’s safe? I just want to go home,” Melissa said. “I just want to be anywhere that’s not Manchester.”

Manchester has seen this sort of thing before - but so long ago that the stunned city dwellers are at a loss. In a city which feels under siege, no one is quite sure how anyone can keep us safe from an unknown threat

“We saw armed police on the streets - there were loads just then," Melissa said. "I trust them to keep us safe.”

But other observers were less comforted by the sign of firearms.

Ben, who I encountered standing outside an office block on Corporation Street watching the police, was not too forthcoming, except to say “They don’t know what they’re looking for, do they?” as I passed.

The spirit of the city is often invoked, and ahead of a vigil tonight in Albert Square, there will be solidarity and strength from the capital of the North.

But the community values which Mancunians hold dear are shaken to the core by what has happened here.

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