AI is automating injustice in American policing

The use of artificial intelligence (AI) in law enforcement has raised serious concerns about its potential to perpetuate systemic injustices. AI facial recognition tools, predictive policing software, and surveillance technologies are being increasingly used by police departments across the US, with many critics arguing that these tools exacerbate existing biases and inequalities.

The use of AI in policing is often touted as a modernizing force, but experts warn that it can also perpetuate old tactics of containment and harassment. For example, AI facial recognition tools have been used to misidentify individuals of color or those from low-income communities, leading to false arrests and further entrenching racial disparities.

One major concern is the lack of transparency and accountability in the use of AI by law enforcement agencies. Many police departments are not transparent about their use of AI, and contracts with private companies often shield these agreements from public scrutiny. This creates an "arms race" between government and civil society groups, as cities try to outdo each other in passing legislation that can limit or regulate the use of surveillance technologies.

The benefits claimed for AI in policing are often overstated, with some studies suggesting that only a small percentage of alerts generated by predictive policing tools actually match real crimes. In fact, a recent audit found that ShotSpotter, a popular gunshot detection system used by several police departments, was only accurate 8-20% of the time.

Critics argue that AI surveillance regimes are often based on false assumptions about complex social problems and the role of technology in solving them. Instead of investing in evidence-based solutions like healthcare, affordable housing, or education, cities may be diverting resources to expensive surveillance systems that promise to solve public safety but ultimately fail to deliver.

To address these concerns, experts recommend that lawmakers take a more nuanced approach to regulating AI in policing. This could include requiring police departments to publish detailed information about their use of AI, establishing independent oversight bodies to monitor the deployment of surveillance technologies, and investing in community-led initiatives to build trust between law enforcement and marginalized communities.

Ultimately, the debate around AI in policing highlights the need for a more critical examination of the role that technology plays in shaping our social policies. By prioritizing transparency, accountability, and evidence-based decision-making, we can work towards creating safer, more just communities that do not rely on the promise of technological fixes to solve complex problems.
 
๐Ÿคฏ I'm low-key freaking out about this AI policing thing... it's like, super concerning that they're using tech to perpetuate systemic injustices ๐Ÿšซ. I mean, we've seen how easily these facial recognition tools can go wrong - misidentifying folks of color or from low-income communities is just not okay ๐Ÿ˜ฌ. And don't even get me started on the lack of transparency... it's like, how are we supposed to trust that AI isn't being used to target specific groups? ๐Ÿค”

I'm all for using tech to improve policing, but we need to be real about its limitations ๐Ÿค–. Those predictive policing tools might seem cool, but if they're only accurate 8-20% of the time, what's the point? ๐Ÿ“Š It just feels like a Band-Aid solution for more complex problems. We should be investing in stuff that actually makes a difference - healthcare, affordable housing, education... those are the things we should be focusing on ๐ŸŒŸ.

Anyway, I think it's time for us to take a step back and have a real conversation about how tech is being used in policing ๐Ÿ‘ฅ. We need more transparency, accountability, and community-led initiatives. Anything less just feels like a step back for marginalized communities ๐Ÿ’”
 
I'm not sure if AI is gonna be a game changer for policing or just another tool to perpetuate existing biases ๐Ÿค”. I mean, 8-20% accuracy rate on gunshot detection systems? That's pretty rough, right? ๐Ÿšจ And what's up with the lack of transparency and accountability? It's like they're hiding something from us ๐Ÿ’ก. I'm not saying we should be all anti-tech or anything, but we gotta make sure we're using it in a way that benefits everyone, not just the powerful few ๐Ÿ‘ฅ. Maybe instead of relying on AI, we could invest in programs that actually address the root causes of crime and inequality? ๐Ÿค That's what I'd want to see more of...
 
๐Ÿค” AI in policing is like throwing a stone into a pond, the ripples are gonna cause more harm than good. They're just using tech to justify old-school tactics, it's not solving anything ๐Ÿšซ. We need to focus on real issues like poverty and healthcare, not just slap some cameras around town. Transparency is key, so why can't they give us straight answers? ๐Ÿ˜’
 
AI is getting out of control ๐Ÿค–๐Ÿ˜ฑ. I mean, who thought it was a good idea to use it in law enforcement? It's like they want to keep us under surveillance 24/7. Newsflash: we're already feeling like rats in a maze, now you wanna stick cameras and AI on every corner? No thanks! ๐Ÿšซ

And don't even get me started on the accuracy of those predictive policing tools. 8-20% accurate? That's not law enforcement, that's guesswork! What's next, AI-powered judges making life-or-death decisions based on probability? ๐Ÿคฆโ€โ™‚๏ธ It's like they're more worried about solving crimes than actually doing justice.

And have you seen the contracts with private companies? Who gets to decide what we're paying for this surveillance state? Not us, that's for sure. I want some transparency and accountability in my policing, not a bunch of shadowy deals between cops and tech giants ๐Ÿค‘
 
I'm so worried about AI being used in policing ๐Ÿ˜Ÿ. I mean, think about it - we're already dealing with so many social issues like racism and inequality, and now we're adding a whole new layer of potential bias with these fancy tools ๐Ÿค–. It's like they're trying to create a surveillance state without even realizing it ๐Ÿ”’.

And have you seen those studies that say predictive policing is only accurate like 8-20% of the time? That's wild! It just goes to show that we can't rely on tech alone to solve our problems ๐Ÿคฆโ€โ™€๏ธ. We need to actually talk to people and listen to their concerns, not just throw more money at surveillance systems ๐Ÿ’ธ.

I think it's so unfair that some cities are trying to outdo each other in passing legislation to regulate AI policing, while others are just left to deal with the consequences ๐Ÿคฏ. And what about all the resources we're wasting on these surveillance systems? We should be investing in things like affordable housing and education instead ๐Ÿ’•.

I guess the only way to fix this is for lawmakers to get real and start having a more nuanced conversation about AI policing ๐Ÿ—ฃ๏ธ. They need to prioritize transparency, accountability, and community-led initiatives over just throwing more tech at the problem ๐Ÿ”. Anything less would be irresponsible ๐Ÿ˜ฌ.
 
AI is like a double-edged sword ๐Ÿ—ก๏ธ when it comes to law enforcement - on one hand, it's supposed to make our lives easier and help keep us safe, but on the other hand, it can also be super biased and perpetuate systemic injustices ๐Ÿ˜ฌ. I mean, think about it, AI facial recognition tools are basically just trying to identify people based on their face, but what if that's not an accurate way to determine someone's identity? It's like, what if you have a dark complexion or wear glasses or something? ๐Ÿ•ถ๏ธ

And don't even get me started on predictive policing software - it's like they're trying to predict crimes before they happen, but how do we know that's actually going to work? ๐Ÿค” I've heard some studies saying that only like 10% of the alerts generated by these tools are actual crime alerts... that sounds super sketchy to me ๐Ÿ˜ณ

What I think is really problematic is that police departments aren't always transparent about their use of AI, which means we have no idea how it's being used or what kind of data is being collected ๐Ÿคซ. That creates this huge "arms race" between the government and civil society groups, where cities are trying to outdo each other in passing legislation that can limit or regulate surveillance technologies... it's like they're all just racing to see who can build the most elaborate security system ๐Ÿฐ

I think we need to take a step back and have a more nuanced conversation about how AI is being used in policing. We need to prioritize transparency, accountability, and evidence-based decision-making ๐Ÿ’ก. We also need to invest in community-led initiatives that build trust between law enforcement and marginalized communities... it's time to start putting people over technology ๐ŸŒŽ
 
I dont get why are they using AI for policing if its just gonna mess up people of color? ๐Ÿคทโ€โ™€๏ธ I mean I've seen some vids of them misidentifying celebs and whatnot, how can that be trusted? And whats with all these private companies making deals with cops without telling anyone? Sounds like a total scam to me... like when you sign up for something online and they just auto enroll you into somethin else ๐Ÿ˜’. Anyway, back to AI in policing... isn't that like, a bunch of money being wasted on tech that's not even accurate half the time? ๐Ÿค‘ 8-20% accuracy is like, super low! What's the point of even using it then? ๐Ÿค”
 
ai in policing is like trying to fix a broken wheel with a new one ๐Ÿค–๐Ÿ˜ฌ. it's all about perception vs reality. just because somethin works on paper don't mean it works in real life ๐Ÿ“Š๐Ÿ‘ฎ. and it's like, what's the point of havin a fancy face recog system if it keeps misidentifying folks based on their skin tone? ๐Ÿคฆโ€โ™€๏ธ that's not justice, dat's just more racism with a fancy tech twist ๐Ÿ’ป. we need to slow down and think about the real issues here - poverty, inequality, lack of access to healthcare... all that stuff should be prioritized over some shiny new surveillance system ๐Ÿ”ด๐Ÿ’ธ.
 
AI facial recognition tools are literally a nightmare for people of color ๐Ÿšซ๐Ÿ‘€. They're so bad they misidentify innocent ppl all the time! It's like the cops are playing a game of "guess who" with our faces, and it's always wrong ๐Ÿ˜ณ. And don't even get me started on predictive policing software - it's like they're trying to predict who's gonna get arrested next based on their zip code ๐Ÿ“Š.

I think the main problem is that cops just wanna feel safe, but instead of addressing the root causes of crime, they're using AI to create more problems. Like, have you seen those gunshot detection systems? They're only right 80% of the time ๐Ÿ˜‚. It's like they're playing a game of "dodgeball" with bullets!

We need to start having real conversations about how we can make our communities safer without relying on tech that just perpetuates biases ๐Ÿค. We should be investing in stuff like healthcare, affordable housing, and education - not surveillance systems that promise to solve public safety but actually just make us feel more uncomfortable ๐Ÿ˜ด.
 
AI in policing is getting outta hand ๐Ÿค–๐Ÿ’ป. I mean, it's supposed to help us stay safe, but it's actually perpetuating old-school tactics that target marginalized communities. Like, have you seen those AI facial recognition tools? They're ridiculously inaccurate, especially when it comes to people of color or low-income folks ๐Ÿšซ๐Ÿ‘ฎโ€โ™‚๏ธ.

And don't even get me started on the lack of transparency. Our police departments are hiding behind private contracts that shield their use of surveillance tech from public scrutiny ๐Ÿ”’๐Ÿคฅ. It's like they're trying to outdo each other in some kind of "arms race" against civil society groups ๐Ÿƒโ€โ™€๏ธ.

We need to take a step back and ask ourselves if these AI systems are really the solution we've been looking for. I mean, studies show that only a tiny fraction of alerts from predictive policing tools actually match real crimes ๐Ÿ“Š๐Ÿšซ. And what about those expensive gunshot detection systems? Like, ShotSpotter? Only accurate 8-20% of the time ๐Ÿ˜ด๐Ÿ”ซ.

I think we need to invest in real solutions like healthcare, affordable housing, and education instead of throwing money at surveillance tech that promises to solve public safety but ultimately fails ๐Ÿ’ธ๐Ÿฅ. We need more nuanced regulation and community-led initiatives to build trust with law enforcement ๐Ÿ‘ฅ๐Ÿ’•. Let's not just rely on technology fixes to solve our social problems; we need a more critical examination of the role tech plays in shaping our policies ๐Ÿ”๐Ÿ’ก.
 
AI is creeping into law enforcement like a slow-moving virus ๐Ÿค–. I'm telling you, it's only going to make things worse. They're using it to perpetuate existing biases and inequalities. Facial recognition tools are already misidentifying folks from color or low-income communities, leading to false arrests and more racial disparities ๐Ÿ˜•. And what really gets my goat is the lack of transparency and accountability in all this. Police departments aren't even telling us how they're using AI, let alone who's paying for it ๐Ÿค‘.

I mean, have you seen those predictive policing tools? They're just generating alerts left and right, but most of them don't actually match real crimes ๐Ÿ“‰. And ShotSpotter? That thing is only accurate 8-20% of the time! ๐Ÿ’ฅ It's like they're throwing money at a problem that doesn't exist.

We need to take a step back and rethink our approach to public safety. Instead of dumping cash into surveillance systems, we should be investing in things that actually make a difference, like healthcare, affordable housing, or education ๐Ÿ“ˆ. Let's prioritize transparency, accountability, and community-led initiatives over the promise of technological fixes ๐Ÿ’ก. We need to create safer, more just communities โ€“ not ones that rely on AI to solve complex problems ๐Ÿ˜Š.
 
I'm all about simplifying life with productivity hacks ๐Ÿคฏ, but this AI policing thing has got me thinking - what's the point of having a system in place if it's just gonna perpetuate the same old biases? ๐Ÿ™…โ€โ™‚๏ธ I mean, we're already dealing with so many complex social issues, do we really need to throw more tech at them? ๐Ÿ’ป It feels like we're chasing shadows here - all these AI tools are supposed to be solving public safety problems, but if they're only accurate 8-20% of the time... ๐Ÿ˜’ that just seems like a waste of resources to me. What I'd love to see is some real community-led initiatives in place to build trust between law enforcement and marginalized communities. We need to get back to basics here - let's focus on investing in things that actually make a difference, like affordable housing and education ๐Ÿ ๐Ÿ“š
 
omg this is so true ๐Ÿคฏ AI facial recognition tools are literally perpetuating systemic injustices!! like how can police departments think they can just use these tools without even considering the impact on marginalized communities?! and yaaas let's talk about transparency and accountability ๐Ÿ“Š๐Ÿ‘ฎโ€โ™€๏ธ it's crazy that law enforcement agencies are keeping this info from us and shielding it from public scrutiny. we need to hold them accountable for their actions and make sure they're using these tools for good not for containing and harassing people.
 
I'm gettin' super worried about AI takin' over law enforcement ๐Ÿค–๐Ÿ˜ฌ. I mean, I know some folks say it's all good and modernizin', but to me, it just sounds like more of the same old systemic injustices we've been dealin' with for ages ๐Ÿคฆโ€โ™‚๏ธ. And don't even get me started on how much of a lack of transparency there is around these AI tools - it's like they're just wavin' their little algorithm flags and expectin' us to believe everything they say ๐Ÿ™„.

And them predictions? Forget about it, dude. I've seen some studies that show those predictive policing tools are only right a teensy bit more than 20% of the time ๐Ÿ˜‚. That's like relyin' on a flip of a coin to catch the bad guys! And what really gets my goat is when people say AI can solve all these social problems on its own ๐Ÿค”. Newsflash: it ain't that simple, fam ๐Ÿ‘Š.

We need more than just some fancy tech to fix our communities; we need real solutions like healthcare, affordable housing, and education ๐Ÿฅ๐Ÿ“š. And for the love of all things good, let's get some accountability in place so we know what we're dealin' with ๐Ÿ˜….
 
omg yaaas i'm soooo done with these AI facial recognition tools already they're literally perpetuating racial disparities and it's like, what even is the point?? ๐Ÿคฌ and don't even get me started on predictive policing software - like, how can we trust that an algorithm knows better than a human detective? ๐Ÿค”

i mean, i know some people are all about the 'modernizing force' thing but let's be real, it's just another excuse for cops to justify their own biases and harassment tactics. and the lack of transparency is just crazy - like, who needs that kind of secrecy in our communities?? ๐Ÿšซ

shotspotter was a major red flag from the start - 8-20% accuracy? how can we trust anything else they're spewing out then? ๐Ÿคฅ i swear if it's true that cities are diverting resources to surveillance systems instead of investing in real social programs, that's like, the ultimate cop-out. ๐Ÿ™„

anywayz i'm all for a nuanced approach to regulating AI in policing - transparency, accountability, and community-led initiatives should def be the way forward. let's not rely on tech fixes to solve our problems; we need people-centered solutions stat! ๐Ÿ’ช
 
I'm really worried about AI being used in law enforcement it's like they're relying too much on tech and neglecting human values ๐Ÿค–๐Ÿ’” I mean think about it if a facial recognition tool misidentifies someone from a low-income community and leads to a false arrest that's not just a mistake it's a systemic issue ๐Ÿš”๐Ÿ‘ฎโ€โ™‚๏ธ We need to make sure we're holding our police departments accountable for how they use these tools and making sure there's transparency around it ๐Ÿ’ก๐Ÿ“Š
 
AI is just a tool, police departments are the ones being stupid by not regulating it themselves ๐Ÿคฆโ€โ™‚๏ธ. If they're so worried about perpetuating systemic injustices, why aren't they using AI to analyze their own biased practices? It's like they're trying to justify the use of technology without actually changing how they operate. And yeah, transparency and accountability are key, but let's not forget that humans are way more prone to making mistakes than AI ๐Ÿค–.
 
AI facial recognition tools are literally super inaccurate ๐Ÿคฆโ€โ™‚๏ธ - like 70-80% of the time they get it wrong. I mean, how is that even a thing? And don't even get me started on predictive policing software... basically just a fancy way to say "fill in the blanks with some random stats and hope for the best". ๐Ÿ“Š๐Ÿ˜’
 
OMG u guys I'm low-key freaking out about this AI thingy ๐Ÿคฏ it's like they're using it to surveil us and perpetuate racial disparities lol no thanks! ๐Ÿ˜’ I mean, have you seen those accuracy rates on gunshot detection systems? 8-20%?!?! That's like trying to catch a ghost ๐Ÿ•ท๏ธ. And what really gets me is that they're diverting resources from actual solutions like healthcare & education to these surveillance systems ๐Ÿค‘ it's all about the benjamins ๐Ÿ’ธ not about making our communities safer and more just ๐Ÿ‘ฎโ€โ™€๏ธ.

We need some major transparency and accountability ASAP ๐Ÿ”๐Ÿ‘ฎโ€โ™‚๏ธ. I'm all for tech advancements, but we gotta make sure they're serving us not oppressing us ๐Ÿค. Let's get our lawmakers to do something about it ๐Ÿ’ช and prioritize community-led initiatives over surveillance regimes ๐ŸŒˆ๐Ÿ’–
 
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