digital tools in use
Yet while social network updates can feed a news-hungry audience with relevant and interesting updates, they can also breed false information, says social media expert Dave Kerpen, CEO of the social media marketing firm Likeable Media.
As people on social media, including journalists, sometimes conveyed wrong information last week, "it was challenging to know what (sources) to trust," he says.
Even Kerpen accidentally shared incorrect information. He can't recall what it was -- he deleted it from his Twitter feed and apologized for posting it.
As cell phone service was rumored to have shut down, journalists and spectators alike took to social media and online tools to report the scene.
Twitter was active worldwide yesterday, with the #BostonMarathon hashtag trending around the globe.
Responses of individuals
Some their work was benign. The crowd-sourced investigation almost immediately turned up a high-resolution photograph of Dzhokhar Tsarnaev in the seconds after the blast. The picture, taken on a iPhone by a runner who had just completed the marathon, was of much better quality than anything released by authorities.
Users of the website Reddit also quickly identified the distinctive black Bridgestone Golf hat worn by Tamerlan Tsarnaev as he wove through the crowds of happy marathon watchers.
But the internet detectives also showed none of the reserve or caution of the professionals. Tens of thousands of Twitter users crowded onto the Boston Police Department scanner early on Friday morning as reports of a shoot-out were emerging from Watertown.
They frantically tweeted everything coming over the crackly line, often mishearing or failing to understand the context as police screamed for back up.
Most damaging of all Twitter users began to circulate a rumour that a missing Indian-American student was one of the bombers.
Government Responses
By April 19th, about 9,000 cops, SWAT teams and National Guardsmen had descended on Boston to find the remaining suspect in the marathon bombing. In the Watertown neighborhood, they went door to door, in some cases forcing innocent people out of their homes at gunpoint. In at least one instance documented in a photo posted online, they pointed their guns at someone for merely looking out of a window while standing in his own home. And all of this was an effort to find Dhokar Tsarnaev, a single 19-year-old man who was unarmed when he was finally apprehended.
Tsarnaev wasn't found during one of those door-to-door searches, or even during the "stay-in" order. Rather, he was found after the order was lifted and after a homeowner noticed something suspicious in his own yard and called the police to investigate. For all the extraordinary measures taken in Boston that week, the crisis was resolved after a fairly ordinary series of events.
There isn't much of the Second Amendment left in Massachusetts, and the actions of local, state and federal authorities almost certainly violated the spirit and sentiment of the Third. In entering homes without permission, they essentially suspended the Fourth. But they did find their man. And he was arrested without any further loss of life.
In 1980 (not that long ago; Barack Obama was in college), IBM introduced its Model 3380 disk drive, the first device capable of storing more than a gigabyte of data. It was roughly the size and weight of a refrigerator and cost an inflation-adjusted $100,000. Today a flash drive costing one-thousandth as much can store 50 times the data and fit on a key ring. The amount of data that can be stored is nearly infinite. In a prescient series of blog posts several years ago, Princeton computer-science professor Edward Felten explained that this tremendous growth in storage capacity would inevitably spur intelligence agencies to collect all available data--everything--simply because it's cheaper and easier than trying to figure out what to take and what to ignore. "If storage is free but analysts' time is costly, then the cost-minimizing strategy is to record everything and sort it out later," Felten noted.
That is precisely what has happened. And at the same time, ever more sophisticated computer algorithms make it possible to sift through and analyze larger and larger slices of that data, raising social and ethical dilemmas that cannot be ignored. The future is here. Nearly everything that happens from now on has the potential not just to be seen by some restless King David or overheard by an eavesdropping Polonius but also stored indefinitely. Government agencies, and the private corporations working with them, collect and store billions of records every day, and they're hungry for more: not just phone records and Web addresses but e-mails, texts, downloads, medical records, retail receipts, bank balances, credit-card numbers and travel itineraries.
The world glimpsed a corner of this future in April, when two bombs went off at the finish line of the Boston Marathon. The scene was chaos. The bombers had vanished. Yet within a few hours, their faces were plainly visible on TV screens around the world. It turned out that every nefarious move they made as they delivered their deadly packages to Boylston Street had been scanned and stored by surveillance cameras. Their quick capture was a triumph for law enforcement but left an unsettling realization in its wake: everyone else on those teeming Boston sidewalks was also being watched and remembered.
Then, just weeks after Boston, the slight and pallid Snowden emerged from his NSA cubicle to warn us that surveillance goes far beyond the tireless eyes of the cameras. Every phone call placed, every Web page visited--billions and trillions of data points, like raindrops in a monsoon--is captured daily and stored for possible analysis by the U.S. government. Remember the time you pocket-dialed your sister? The time you Googled your college flame? The day you did that thing you so deeply regret--that thing you thought was private--involving a Web search or a phone call or a text or an e-mail? It's all there. In fact, the government, with the NSA as the lead agency, is this moment busy building the world's largest data-storage facility in Utah. More than a million square feet, room enough to preserve everything, for the time being.
      "Cities under the threat of terrorist attack should install networks of cameras to monitor everything that happens at vulnerable urban installations. Yes, you don't like to be watched.  Neither do I. But of all the measures we might consider to improve security in an age of terrorism, installing surveillance cameras everywhere may be the best choice. They're cheap, less intrusive than many physical security systems, and — as will hopefully be the case with the Boston bombing — they can be extremely effective at solving crimes." - slate.com's technology columnist Farhad Manjoo
The New Yorkbased establishment Council on Foreign Relations' (CFR) Adjunct Senior Fellow for Counterterrorism and Homeland Security Richard Falkenrath, the former NYPD deputy commissioner for counterterrorism, is quick to call for empowerment of an American secret police agency by repealing the few remaining restraints on surveillance of Americans
    
Media Responses
      At 2:43 a.m., a Twitter user named Greg Hughes (@ghughesca), who was previously tweeting things like, ''In 2013, all you need [is] a connection to the Boston police scanner and a Twitter feed to know what's up. We don't even need TV anymore,'' shifted the now-fervid speculation to established fact: ''BPD scanner has identified the names,'' Hughes tweeted. ''Suspect 1: Mike Mulugeta Suspect 2: Sunil Tripathi.'' (Hughes has since all but disappeared from the Internet, and where he got this information is unclear.) Seven minutes later, Kevin Galliford, a journalist for a TV station in Hartford, relayed the same information to his own followers; Galliford's tweet was retweeted more than 1,000 times in a matter of minutes. The next multiplier came from Andrew Kaczynski, a journalist at BuzzFeed, who sent out the police-scanner misinformation to his 81,000 followers and quickly followed up with: ''Wow Reddit was right about the missing Brown student per the police scanner. Suspect identified as Sunil Tripathi.'' At 2:57 a.m., with many people following the case on the Internet now convinced that the Reddit community had it right from the start, Luke Russert, a reporter for NBC News and son of the late Tim Russert, tweeted out a photo of the younger Tsarnaev with the commentary: ''This pic kinda feeds Sunil Tripathi theory.'' The Internet fate of Sunil Tripathi was finally sealed minutes later when @YourAnonNews, a Twitter news feed connected to the hacker collective Anonymous, tweeted out Tripathi's name to the hundreds of thousands of people who follow the account. For Erik Malinowski, a senior sportswriter at the Web site BuzzFeed, the takedown of ''Help Us Find Sunil Tripathi'' was noteworthy enough to pass along. Also at 3 a.m., Malinowski, whose Twitter following includes a number of journalists, tweeted: ''FYI: A Facebook group dedicated to finding Sunil Tripathi, the missing Brown student, was deleted this evening.'' Roughly 300 Twitter users retweeted Malinowski's second post on the subject, including the pop-culture blogger Perez Hilton, who sent Sunil Tripathi's name out to more than six million followers. At that point, in many heavily trafficked corners of the Internet, it was accepted that Sunil Tripathi was Suspect No. 2, and Reddit had got there first.
At 5:16 a.m., Pete Williams of NBC announced that Sunil Tripathi was not a suspect, but speculation on Twitter continued. Around 6:45 a.m., after the Tripathis had received hundreds of threatening and anti-Islamic messages (though they are not Muslim) and after Suspect No. 1 was announced dead from injuries sustained at the shootout in Watertown, Mass., The Associated Press revealed the full name of Suspect No. 2: Dzhokhar Tsarnaev.
The general refrain from the journalists who helped propagate the misinformation went something like this: Breaking-news reporting has always been chaotic, and it's more so now because the overall volume of misinformation, loosed by millions on Reddit and Twitter, has ballooned out of control. Andrew Kaczynski of BuzzFeed wrote a morning post-mortem on the site, along with a colleague, Rosie Gray, who had also tweeted about Sunil Tripathi. Neither mentioned their own involvement in spreading the wrong name, and Kaczynski has since deleted his incriminating tweets.
On Monday, April 22, after a long, personal correspondence with the Tripathi family in which Martin apologized on behalf of Reddit and pledged to help with the ongoing search for Sunil, a public apology went up on the site. ''After this week,'' Martin wrote, ''which showed the best and worst of Reddit's potential, we hope that Boston will also be where Reddit learns to be sensitive of its own power.''
Martin's private apology, sent to the family via Facebook, came after hours of debate within Reddit's brain trust about what to do with the ''Find Boston Bombers'' subReddit and how to make sense of the site's supposed role in the Tripathi family's nightmare. Reddit enjoyed record-breaking traffic numbers during the Boston coverage, and the company has always considered itself ''content agnostic,'' meaning that as long as what's being posted is legal, Reddit will not intervene and take it down. ''We wanted to honor law enforcement's request for help from the public and figure out if there was a way Reddit could contribute,'' Martin told me. ''We didn't want to intervene in what we thought was a process that might possibly do some good.''
    
Former Boston Police Commissioner Bill Bratton emphasized the importance of information sourcing while sifting through reports in what he calls "the fog of war."
"The most useful question is where did this come from, what is the source?" Bratton said, emphasizing that in fast-moving situations, "you're making life and death decisions based on that information."
IT WAS an unprecedented display of vigilantism. After the bombings at the Boston marathon last week, thousands of would-be sleuths flocked to the internet. They scoured pictures and video and posted images of suspicious characters with backpacks, who seemed to fit official descriptions of the most wanted.
But they failed badly: members of the social media site Reddit falsely accused a missing college student, Sunil Tripathi, of the crimes. Law enforcement agencies got the real suspect, Dzhokhar Tsarnaev, in a very old-fashioned way. An all-out manhunt ended on 19 April when a resident in Watertown, Massachusetts, discovered Tsarnaev hiding in a boat.
A big problem with theories floated on social media is that information can go viral simply because it is popular, whether or not it is true. Patrick Meier of the Qatar Computing Research Institute (QCRI) in Doha is building Verily, a system that allows users to submit verification requests for information they are interested in. Each request prompts a crowd of online workers to set off into their networks to figure it out. The system gathers evidence for and against the claim, though it won't pass judgement.
Meier says Verily could help to tame Reddit. "There was a lot of controversy over Reddit," he says. "What Verily could do is channel the goodwill from this amazing community, and direct it into a systematic process of information collection and analysis."
By training machine learning algorithms on huge data sets, Meier is building up profiles of the classes of digital evidence that tend to be credible, and those that are not.
concepts of digital citizenship in use