Effect that our computers have placed you on the hit list of the Police Department now since should you decide to continue to engage in criminal activity we should know were gonna charge you and we will prosecute you to the fullest extent of the law. I guess we was associated or carefree and disposed to being in the streets or out as an aerial go but weve put through a test and we both came out the most like telephone advantage. Now yet again i ask you how can i be dangerous for smoking weed i should know who does this is. The time line shows all the criminal activity that their persons associate with if you see on the bottom those are all interactions hes had with the police either as an arrest is a contact as a victim and with it so you know who we hang with you know where hes been everything to do with him that weve documented through Police Interaction scroll down please were 1st got that this shows this is what theyll compile and put together and get back out into the field within 15 minutes so if this person is the victim of a shooting or of Violent Crime theyll pull of their its got their criminal history. Thats associate so everything. Before it was all the criminal history involved with that individual so theres probably maybe about 2530 arrests that you saw on the subject the associates people that theyre documented is having an affiliation with thats again a pretty comprehensive list certainly we can actually do even like a link analysis to be able to show how that network interacts. The idea that you could essentially connect all of the data streams that government collects in different ways everything from you know your arrest records to your contacts to your foreclosures to your Mental Health records to your social benefits and put them in a particular computer database and then be able to do blank analysis where you connect a phone number from all the different sources and go out you know several links and be able to see the world is something you would never imagine that is technologically possible now. Lets summarize. Firstly they are quite serious about fighting crime with algorithms. So i completely Robert Mcdaniel is on the wrong side of the algorithm. Thirdly apart from its developers nobody knows how the algorithm behind the heat list works fourthly in 2016 statistically 2. 0876 people are killed every day in chicago. I come home on good enough for its. Effect on the budget place and you know. Ive got a yard the same place on the scaffold on its a good walk. If. I dont those contacts to. Meet up once in full. Swing my neck. And the fukushima just as you dont know what else they pull off an actor paul active. For the next 2 teeth. Soon i think it was. They have like a ranking system which shows how many times more likely are they than the general population to be prone to violence so all robert had a rating of 215. 00 which meant hes 215. 00 times more likely to be prone to violence but robber wasnt i mean that paled in comparison to a number of other people on the list there are a lot of people on that list who are more than 500 times more likely to be party to violence and again thats not because of their criminal history thats because of the people theyve been arrested with. You know this is whats really frightening is that there are companies now scoring every subsides that informations out there its not really out there whether a felon or not but it is out there and so what the police here are doing is theyre literally just purchasing information other people already have now that scored society of course is frightening of course its not just a privacy sense that youre giving out this information its about a government owning this information right its a different situation in america were pretty willing to let Big Companies like google and apple know pretty much everything about ourselves more more reluctant to have a government its a good line to draw whats happening here. There is this sort of data convergence where youre really seeing private companies collecting this information and then essentially selling it or offering it through Different Services to Law Enforcement and people do know that information in the police dont have it the private companies do have it and thats part of where we are now as technology is collecting as much information about us as i can. I. Like click safed. We deliver the beta which generates information about us that circulate on the internet until the next update creates yet another dataset and so on. Data mining endlessly. Somewhere fairly lost at the bottom of the digital food chain there are people like Robert Mcdaniel. Privacy what privacy. If august when violence does unto whom is a full comma and says its now almost an xmas and you still have a democrat a custom tomboy and it does mind you and i had to say chef de compared to about is lawyer doesnt screw up the consul vs him dish and he needs and for hobbes sponsors so hes a he needs i dont point just on top. Of all that im going to build a is a buffet and was jim dobbins still a guy i admit is open so i just baby because of one mans one exemption of the obvious own to leave us us young folks out at number 5 events of stocks to it to lend us get us good 15 on t. V. Adjusts to real cost attention to. Him finding ya in the house before dustman it because the initial with him scoring meant that the viet often mention c. F. E. Good for dean come on having just about some to shift some of it was so good ill of course an internet owns a leaping smoking d. V. R. Linda tosh up to leaping smart alstom silicon valley. Money. Whenever someone fills out an application for obama theyre going to be providing certain information. The be where software they Access DatabasesFinancial Institutions the courts. Any type of baloney institutions be aware has the ability to access all of those databases simultaneously so when a call comes into our dispatch center and it is categorized as a life threatening call or e. In progress crime then and there is an address attached to the v where software automatically searches all of these databases and then provides the operator in the Real Time Crime Center information specific to that address people that have lived their lives there their cell phone numbers prior addresses associates the other piece that allows for is to Research Social media and and to gather any type of information that might be in there in terms of threats. The theory behind the where makes a lot of sense if i was a Police Officer on the street and i was entering a house and i dont know who lived there i dont know all the information i could but the problem is if its source through these data brokers there just isnt really much accuracy so you might be arriving at a house and the address alerts as a dangerous place that may be so many lives there maybe the dangerous person moved the problem is accuracy and if you ever got in the wrong catalog in the mail and well why did someone send me a catalog i dont have children why do i have it thats the inaccuracy that comes along with these data brokers right they dont need to be perfect because what theyre really doing is trying to sell products to people. Well if the algorithms used in the private sector allow them to become more successful in targeting their audience to sell product then we should take advantage of that same algorithm that allows us to become more successful involved foresman in preventing crime. In the case of the beware software i think the bad far outweighs any potential good and i can see how in a perfect world. It could help make Police Officers safer the problem is. Nothing is perfect as one of the things that the Software Companies says that it looks at are postings on social media such as facebook and twitter there was one woman in another city who was flagged in the software for making comments on twitter about rage rage has a very specific meaning in terms of anger or violence but the raise she was talking about was a card game called rage that had nothing to do with violence or aggression or anything like that yet she was flagged as being a possible problem because she had some of these messages about rage and what if someone is making some answer about that they dont trust the police is that going to flag them as being a potential problem so there are too many opportunities for the computer to get it wrong and if they get it wrong coupled with a Police Department that already is much more likely than other Police Departments to shoot citizens thats a recipe potentially for disaster. Taking up one question again. Why are we forcing these technologies upon ourselves. The silicon valleys of this world are making a lot of money with them ok. We the users have enjoyed the comforting google and find and thats it. What if the internet fed by the permanent feedback of its users already had its awakening. What if it developed its own. Needs and interests it was always leading us to more convenient technologies because we pay for it with private data. What are freedom was just an illusion. Metropolitan Police TerritorialPolice Working together for a safe on the. Make of. The much Pollution Police service and one of his own is all committed to me just enough and gain current information indicates to you have or associated to it gang days in the Current Issue involving credit and do not stop. If you involved in crime and do not stop you may be a target but at least on agencies under a piece of legalization would join and press you may be convicted of a crime and prison for just being present when a serious crime is committed or even with those persons who commit a crime and you dont. You will need to change unless. We can help you to do this for. You can speak in confidence to a Police Officer and or any of the organizations listed at the end of this no i would encourage you to speak to them as they can they hope you break any gang links you know since you are a commander of. The doctrine join in front was actually brought in over 200 years ago to stop people encouraging jews so if 2 people judging whether its by pistols will swords this seconds or that support them they can be done full join and spies if someones killed. So that doctrine is not actually lol it is doctrine adopted by the colts but is has an operational and tactical implication in terms of the matrix. After 25 years of affording worlds waste china for the global cycling industry into chaos. The growing pressure of agreement skies eaves resulting in change we bring you the stories of the shaping the economic world we live in. Counting the cost on aljazeera. Its my privilege to name aljazeera english the broadcaster of the year the cartels are fighting each other and weve been told that we can still yes this is the largest demonstration thats been held by winter refugees since over 7 100008 day long lived near the summit or emerges who is on the planet earth here or they think of it could be put to him ill just hear english proud recipient of the new crystals called costa of the year award of the secular. Banks love to make amends to some friends because behind the suffering a millions of taxpayers because those taxpayers never go away is a new one bone every single day and it is an emerging National Missile that it be officially request the education of the support mechanism we created together because i happen to live in greece somehow im a sinner im a bad person. Thats machine on aljazeera. Aljazeera. Hello im sam is a dan in doha with a look at the headlines here in aljazeera coltan gibraltar has allowed an extension to detain the captured Iranian Oil Tanker for 30 days the authorities there with the help of the British Royal marines and seeds the vessel after suspecting it of carrying oil to syria a country under International Sanctions iran rejected those accusations iran says all its drones a return to their base dismissing washingtons claim it destroyed one of them thursday President Donald Trump said the warship u. S. S. Boxer downed in reining in drone in the strait of hormuz south africas corruption watchdog has found president several ram oppose a deliberately misled parliament the allegations center around the Campaign Donation by the company. To run opposes 2017 president ial campaign the president denied knowledge of the 35000. 00 donation when asked about it in Parliament Last year meanwhile former president jacob zuma agreed to continue giving evidence at a corruption inquiry earlier he refused to do so saying he was being treated unfairly the commission is looking into allegations of corruption in government and state owned companies. Turkey has launched airstrikes on the kurdish region of Northern Iraq in response to the killing of one of its diplomats airstrikes targeted a p k k stronghold where the killer is thought to a fled turkeys deputy consul general was shot dead on wednesday the netherlands top court has upheld an earlier ruling the country is partly liable for the deaths of 350. 00 Bosnian Muslim men killed at the struggling its a genocide in 1995 the Supreme Court at the hague said Dutch Peacekeeping forces could have allowed the men to remain at the un safe haven base in during the war but instead the men were expelled which led them to be captured by bosnian serb forces police have identified 41 year old shinji as the main suspect in an arson attack and scotto city 33 people were killed after a fire swept through an Animation Studio on thursday its japans worst incident of mass killings in nearly 2 decades. Its back to free crime now. For him. To get closer to the sea altogether ever see boy scouts are always going to places together. The term precrime comes from this movie a minority report in which a prediction is being made about something an individual has not yet done but is going to view and a preemptive arrest is made of someone before they form. The london my tricks works like the heat lost in chicago identify individuals connect them detect patterns and social networks calculate the statistical possibilities. Score people issue warnings keep an eye on. Busy im doing an end to gang projects in the local area here in east london i have clients who are saying i have never been involved in a gun but the real issue is the subjectivity to get people on the criminal Intelligence System the trim system and then how that then goes into the matrix to then associate people in certain kinds which are questionable so that the thing is whos checking the data entry whos checking those offices who commit those they to entries. I dont see myself as a guy well not a gang member among my dang number you know and said im just all caught on the support of this so. It was a part of the socalled was always going to send the dog that old you know her name. And always will but. If you are not in the game there as you were community are you from or from the answer community ok those are body snatchers of you know those are folk want to ask you a phone how can you tell me what i am because of my address because of our state is probably why i can only afford to leave that makes no sense i just honestly theyve got a job to do and they want to do it if they had a brief crime if they had to make criminals if they got to see here convince you to a criminal and provoke you to do it they are doing actually i had a friend killed a couple like couple months couple weeks prior to that so i have only partly i can say is a they david in a gang made. Now i guess thats how i got to believe because me and a person that was murdered was so close but other than that i actually dont know the legacy im the a nun doesnt excuse. They havent told us what the algorithm is that theyre using to identify people they havent told us what that data is and theres no way to get off the lists that were up once youre on it so that oh thats scary to a lot of people its frightening to not know how the list is created or to be able to get all that on the back end and they can say that you know were using meth for use in science is a way to do it math and science arent always right. If you use a full field in commercial recipes and struggle. But i just pick t. V. Deceived and you can thank you both and stern says that avoiding the 2nd place you can ski for that you feel as if the instructor be the collector for the both of you must admit its for you to most welcome. All data is biased. Police Department DataIncident Data has the potential to be biased in a number of different ways and we cannot eliminate us but we can potentially offset it to some extent i incorporate in other data we have a number of different components of the software one is either as a component that someone can use at a Police Station the 2nd component of the software is a mobile version of the software that can be in a car or other vehicle on the Police Officers able to see as the car moves around are they inside one of these Priority Mission control areas. Is actually using the g. P. S. From the tablet to track our location and as we enter boxes is going to update the display with information about them so we actually are just driving through a box right now which is about robberies and if this was our final destination we would start patrolling for about 10 to 15 minutes in this area is still relatively unlikely for any crime to happen in that location at that time its just that this is the highest risk location amongst all the choices that we have available and so its the best place for the off