Now since should you decide to continue to engage in criminal activity you know were going to charge you and we will prosecute you to the fullest extent of the law. I guess we was associated or carefree as this was to be and a straight out as an aerial go but weve put through a test and we both came out the most like telephoning dangerous people and now yet again i ask you how can i be dangerous for smoking weed if you know who does this a. Timeline 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 hangs with you know where hes been everything to do with him that weve documented through Police Interaction scroll down police 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 you saw before was all the criminal history involved with that individual so theres probably maybe about 2530 arrests that you saw on that saw the subject the associates people that theyre documented is having an affiliation with. Thats again a pretty comprehensive list. We can actually do even like a link analysis to be able to show how that network anoraks. 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. Secondly 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 think good enough words. Of it. Isnt is lost on hes gotta love it love. It. Made up once and for that for me thats what hes focused on pursuing my next q. And the fact the fukushima just as you dont know what else they pull for the next to paul act if they dont pull off an extra teeth. Soon at the conclusion. 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 were a lot of people on that list who were 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. Government its a good line to draw whats happening here 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 data which generates information does that circulate on the internet until the next update creates yet another data set 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 will influence this unto whom is a full comma and says its now almost next must. Still have a democrat up just in time voyager does mind you and i need to say chef de compared to about is silly it doesnt screw up the consul vs him to shunting isnt for homicide sponsors so he did he needs i dont point to stun tom. Of all the anguish of bill is a profound wisdom dhaba is still a guy i admit is often cited as baby because of one mans one exemption of the obvious own to leave us young folks out at number 5 events of stocks to it to one does get just get 15 on t. V. Adjusts to station of the gun in finding ya know a school for just one minute because the initial data with him scoring meant that the viet often mention c. F. You get for dean come on having just about some to shift some of it as a good other course an internet owns a leaping smoking t. V. A linda tosh she leaping smart alstom silicon valley. Money. Whenever someone fills out an application for a long theyre going to be providing certain information. The be where software they Access Databases and Financial Institutions the courts. Any type of baloney institutions be aware has the ability to access all of those databases im of genius like so 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 view 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 wear makes a lot of sense if i was that Police Officer on this on the street and i was entering a house and i dont know who live there i want all the information i could but the problem is if its sourced 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 it may be so many lives there maybe the dangerous person moved the problem is accuracy i mean if you ever got on the wrong catalog in the mail im like 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 allowed 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 of the software. It could help make Police Officers safer the problem is. Nothing is perfect as one of the things that the Software Company 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 she has a very specific meaning in terms of anger violence but the regime 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 fired as being a possible problem because she had some of these messages about rage and what if someone is making some its 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 land fight and thats it. What if the internet fed by the permanent feedback of its users already had its virtual awakening. What if it developed its own needs and interests if it was always leading us to more convenient technologies because we pay for it with private data. What or freedom was just an illusion. Metropolitan Police Territorial he said but consider for a safe on the. Make of. The much for the Police Service and one of his own is all committed to me just enough again great. Information in the case to you have or associated to it gang days need to crack if you involved in credit and you know stop. Sure of all the crap i do not stop you may be a target but the least part of the agencies under a piece of legalization would join and oppress you may be convicted of a crime and prison for just being present when a serious crime is committed or even with those persons you commit a crime and you dont. You will need to change unless. We can help you to duties for. You can speak in court for the ins to a Police Officer and or quote 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 your sincere or more into. The doctrine join in front was actually brought in over 200 years ago to stop people encouraging jews so if 2 people joining with us by pistols will swords this 2nd so that support them they can be done full join and spies if someone is killed so that doctrine is not actually lol it is doctrine adopted by the cults but is has an operational and tactical implication in terms of the matrix. Going behind the scenes of one of mexicos most lopsided using fiction to mirror the struggles of real life. This week the story 9 focuses on the basis of systematic violence in Mexican Society and issues close to home for the producers and actors a life as they struggle to portray in fiction the maquis face of reality soap box mexico every day mafia on how to 0. In a world where journalism as an industry is changing. Fortunate to be able to continue to expand to continue to have that passenger drive and present the stories in a way that is important to our viewers. Everyone has a story worth hearing. To cover those that are often ignored. We dont weigh our coverage towards one particular region or continent thats why i joined aljazeera. And new year new lessons and new rules this is the time when you get to choose your english teacher is for the next 2 years meet the teachers empowering the students my take and my cool all about were going to spectate i want you to develop the skill with which you speak by letting them choose the lessons they learned revelent acacia and democratic schooling United Kingdom on aljazeera. Hello im down jordan and with a quick reminder of the top stories on aljazeera puerto ricos governor recall that all sail as announced his resignation the decision comes up the nearly 2 weeks of protests tens of thousands took to the streets of a leaked messages that showed him making sexist and homophobic comments ill say your will be leaving office next month decided that going on the where ok despite having a mandate from the people who elected me democratically today i feel that continuing in this position presents insert mountable difficulties adding heard the complaints spoken to my family thought of my children and in prayers ive taken the following decision i announce to you today that ill be resigning as governor effective friday 2nd of august. And is on that has more now from the puerto rican capital san juan. It was celebration quite frankly its a little after 1 am local time on thursday in the streets of old seattle. And as you might be able to see behind me maybe even here it is absolute celebration thousands of people packed the old city of san juan right in front of the Governors Mansion protesting for hours calling for him to resign this capped more than 12 days of protests here in puerto rico the biggest political crisis in this islands history quite frankly there are 6000000 puerto rican americans actually live on the mainland of the United States us remember puerto rico is a u. S. Territory thousands of them have come back to puerto rico to take part in what they say is in their words a revolution. South korea says north korea has test fired a newly developed missile to short range projectiles were launched into the ocean off the coast of one is the 1st missile test since u. S. President donald trump met kim jong un nearly a month ago earlier this month north korea warned that military drills in south korea could derail the resumption of talks with washington to launch explosions have taken place in the Afghan Capital kabul at least 7 people have been killed one of the explosions was caused by a suicide bomber who had a bike into a bus and britains new Prime MinisterAbbas Johnson has appointed a cabinet of mostly. Sticking by his claims that he can renegotiate brags that by the end of october those are the headlines the news continues here on aljazeera after precrime statement thanks so much for. 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 by someone before theyve formed. The london my tricks works like the heat lost in chicago identify individuals connect them detect patterns from social networks calculate the statistical possibilities. Score people issue warnings keep an eye on. Im doing an end to gang projects in local areas here in east london i have clients who are saying i have never been involved in the guy 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 is questionable so that the thing is whos checking the data entry whos checking those offices who commit those data entries. I dont see myself as a government well not a gang member im not a dang member you know im so im just a call on the support of the so. It was a supporter of the who was always going to send the dog you know her name and always will but. If you tell you know im not in the game there actually were community are you from or from the us community ok those are body snatchers of you know those are folks in a house with you a phone how can you hear me what i am because of my address because the our state thats 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 and convince you to a criminal in provoke you to do it they are doing actually i had a frame kill a couple like couple ones couple weeks prior to that so our only party i can say is they they they labeled in a gang male. Now i guess thats how i got affinity because me and a person that was murdered was so close but other than now i actually dont know the legacy im the a nun doesnt excuse. All. 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. 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 the way to do it math and science arent always right. But. If you use it will fail dont think it was just frankly hes been stubborn. But i just think its easy to see did you confront the most uncertain says that avoiding the 2nd place to ski you could feel as if the instructor the soldier looking for the bolt of emotion that had for the most remote. All data is biased. Police Department DataIncident Data has the potential to be biased in a number of different ways and we cannot eliminate what 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 the 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 officers its been that free time. While we are positioning an officer in a particular place which means that theyre going to be paying attention to that place that should not give them the authority to assume that anyone in that place is a criminal unless they see something thats actually criminal in nature. So. See