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      "body": "### How many reports can a great analyst read in a day? What if they miss something? Security professionals demand up to date, relevant information, but you have to read a report to determine if it’s important and there are thousands to read. It’s a classic catch-22.\n\nOur Data Team, led by [Sean Maday](https://medium.com/u/67be073aa539), has built neural networks that analyze more than 36,000 reports from 18,000 unique sources, every day. The machines scan for usefulness, severity, and location, and “cluster” duplicate reports to accelerate verification and reduce noise. Then, the machines automatically summarize each incident and plot them in a simple interface.\n\nThe result? Both the big picture and the most relevant details, at your fingertips:\n\nhttps://cdn-images-1.medium.com/max/800/1*kozp2G91V4J6syZ5kY887Q.png\n\nThat’s a lot of risk events. Don’t worry, though, we’ve made it easy to filter them!\n\nWith one click, you can drill directly into a single report from a macro view, create filtered views for more focused analysis, and easily access features ranging from alerts to mass communication to travel itineraries.\nhttps://cdn-images-1.medium.com/max/800/1*7s8wVKoV_1l9PO2EqZlZmQ.png\n\n## If this were real, you’d want to know and be able to act on it. We make that easy.\n\n### We’ve got more updates on the way. Follow us or sign up for our newsletter to stay tuned, or email us for a demo.",
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      "body": "https://cdn-images-1.medium.com/max/600/1*xcL1gYknXYrsPyg2i2O4Iw.jpeg\n\nSecurity managers are overloaded. From [cybersecurity](http://www.businesswire.com/news/home/20161212006285/en/McAfee-Labs-Report-Finds-93-Percent-Security) to [airline safety](http://www.securitymagazine.com/articles/87535-rich-davis-keeping-airline-passengers-safe-worldwide), security managers deal with a flood of information on a daily basis. Finding useful intelligence in all the noise is truly a needle-in-the-haystack problem. To make matters worse, the sheer volume of information from raw data sources like Twitter makes false reports significantly harder to identify and debunk.\nIn the recent shooting at the Fort Lauderdale airport, reports propagated through social media spread the rumor that there was a second active shooter in a nearby parking garage. Combined with breakdowns in emergency communication systems, the result was [confusion and chaos](https://www.nytimes.com/2017/01/08/us/fort-lauderdale-airport-shooting-rumor-second-gunman.html?_r=0).\n\n<blockquote class=\"twitter-tweet\" data-lang=\"en\"><p lang=\"en\" dir=\"ltr\"><a href=\"https://twitter.com/hashtag/FortLauderdale?src=hash\">#FortLauderdale</a> <br>&quot;Police swarm 2. story of Terminal 2 parking garage at <a href=\"https://twitter.com/hashtag/FLL?src=hash\">#FLL</a> telling us to duck for cover after reports of second incident.&quot; <a href=\"https://t.co/Vw5nn3G0vl\">https://t.co/Vw5nn3G0vl</a></p> 🌍 Muschelschloss ☕ (@Muschelschloss) <a href=\"https://twitter.com/Muschelschloss/status/817464879418408961\">January 6, 2017</a></blockquote>\n\n<blockquote class=\"twitter-tweet\" data-lang=\"en\"><p lang=\"en\" dir=\"ltr\">Police swarm second story of Terminal 2 parking garage at <a href=\"https://twitter.com/hashtag/FLL?src=hash\">#FLL</a> telling us to duck for cover after reports of second incident.  <a href=\"https://twitter.com/wsvn\">@wsvn</a> <a href=\"https://t.co/00eqjFO5g1\">pic.twitter.com/00eqjFO5g1</a></p> Joe Roetz 7News (@JoeRoetz) <a href=\"https://twitter.com/JoeRoetz/status/817464561578217477\">January 6, 2017</a></blockquote>\n\nWitnesses said they could see police running towards the garage with weapons drawn. Reports were coming in from live broadcasts and streaming video from people on the ground. Our own Twitter feed pushed out this same information:\n\n<blockquote class=\"twitter-tweet\" data-lang=\"en\"><p lang=\"en\" dir=\"ltr\">UPDATE: Authorities respond to second active shooter situation at <a href=\"https://twitter.com/hashtag/FortLauderdale?src=hash\">#FortLauderdale</a> - Hollywood Airport <a href=\"https://t.co/xBifSqhR44\">pic.twitter.com/xBifSqhR44</a></p> Stabilitas (@StabilitasV) <a href=\"https://twitter.com/StabilitasV/status/817458904804290560\">January 6, 2017</a></blockquote> https://pbs.twimg.com/media/C1gya6CWIAMfJ1k.jpg\n\nWhy? Simply put, it was relevant information. “But the report was wrong,” you say!\n\n### That’s true, but here’s why that’s only part of the problem.\nIn dynamic events like the Fort Lauderdale shooting, the initial shock of the first few minutes is followed by a scramble to make sense of what happened and determine if there is a further threat. Communication during these times is characterized by two key qualities: **speed and accuracy**.\n\nIf information comes in too slowly, it won’t matter how accurate it is, as people on the ground will be forced to act with limited information or risk being overcome by events. On the other hand, information without corroboration may be fast, but it can also lead to errors. In a crisis, accurate information in real time is invaluable.\n\n-----\n\nLike the post we shared above, we had **timely** information, but it wasn’t accurately confirmed or verified. This is where things started to go wrong. The capacity for information flow is so high, and the potential threat of a multiple-shooter scenario so severe, that this inaccurate information quickly sparked a panic.\n\nThe rapid flow of information can be both a blessing and a curse. At Ft. Lauderdale, the tidal wave of reports about the “second shooter” **drowned out the all-clear** and, in hindsight, sent the security response off the rails.\n\nSo how can we fix the problem? More data generally leads to better decisions as long as there isn’t overload, so simply limiting sources of information is not the best solution. But in a crisis, it’s easy for critical details to be missed or for events to spiral out of control.\n\nWe have two solutions that work hand-in-hand. The first is our use of machine learning algorithms to augment security professionals in intelligence analysis. These algorithms continually improve, and we can teach them things like “reports of an all-clear are just as valuable as reports of an active shooter,” as well as how to prioritize information based off timeliness and quality of the source. This will help **highlight critical information** when it’s needed most.\n\nThe second approach is clear and efficient communication management. We’re building mechanisms for reliable, redundant, and auditable communications to **ensure that needed information is distributed** as fast as possible. Combining these systems for intelligence analysis and mass communication gives security professionals the ability to act quickly and confidently.\n\n-----\n\nLaw enforcement at Ft. Lauderdale decided to close the airport based off false reports of a serious threat to airport safety. We won’t second guess that decision. \n\nMany of us at Stabilitas are military veterans and understand the nature of decision-making in chaotic environments. Rather, we want to explain how we’re learning from events like this one to make our tools better and our world safer. Stabilitas users demand the intelligence and communication tools to overcome the speed vs. accuracy dilemma altogether.\n\n### The future of event analytics and response patterns will be defined by the input/output processes we work through today. We’re confident that closing the chasm between reliable and rapid information will keep us all safer on Spaceship Earth. [Join us](http://www.stabilitas.io/).",
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