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#data-driven reasoning
corporateintel · 18 days
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Sniff for Myth
The mantra of modern business decision-making is often tied to the basic concept of data-driven reasoning. If you hold a leadership position within an organization, you know that understanding data is a mandate. Data is the foundation for supporting a thesis, building consensus around a point of view, or building an argument for change. Data won’t tell us everything we need to know, and data can…
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cloudestoreshop-blog · 10 months
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5 أسباب جيدة لتعلم علوم البيانات في عام 2023
في السنوات الأخيرة ، برز علم البيانات كواحد من أكثر التخصصات المرغوبة ، ومن المرجح أن تتوسع أهميته فقط في عام 2023. مع تزايد الرقمنة للمؤسسات وتوافر كميات كبيرة من البيانات ، لم يكن هناك طلب أكبر على الأشخاص الذين يمكنهم فهم هذه البيانات واستخلاص رؤى مهمة. لاستخراج معلومات مفيدة من البيانات ودفع عملية صنع القرار المستندة إلى البيانات ، يجمع علم البيانات بين تخصصات متعددة مثل الإحصاء والرياضيات…
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Tesla has made Autopilot a standard feature in its cars, and more recently, rolled out a more ambitious “Full Self-Driving” (FSD) systems to hundreds of thousands of its vehicles. Now we learn from an analysis of National Highway Traffic Safety Administration (NHTSA) data conducted by The Washington Post that those systems, particularly FSD, are associated with dramatically more crashes than previously thought. Thanks to a 2021 regulation, automakers must disclose data about crashes involving self-driving or driver assistance technology. Since that time, Tesla has racked up at least 736 such crashes, causing 17 fatalities. This technology never should have been allowed on the road, and regulators should be taking a much harder look at driver assistance features in general, requiring manufacturers to prove that they actually improve safety, rather than trusting the word of a duplicitous oligarch. The primary defense of FSD is the tech utopian assumption that whatever its problems, it cannot possibly be worse than human drivers. Tesla has claimed that the FSD crash rate is one-fifth that of human drivers, and Musk has argued that it’s therefore morally obligatory to use it: “At the point of which you believe that adding autonomy reduces injury and death, I think you have a moral obligation to deploy it even though you’re going to get sued and blamed by a lot of people.” Yet if Musk’s own data about the usage of FSD are at all accurate, this cannot possibly be true. Back in April, he claimed that there have been 150 million miles driven with FSD on an investor call, a reasonable figure given that would be just 375 miles for each of the 400,000 cars with the technology. Assuming that all these crashes involved FSD—a plausible guess given that FSD has been dramatically expanded over the last year, and two-thirds of the crashes in the data have happened during that time—that implies a fatal accident rate of 11.3 deaths per 100 million miles traveled. The overall fatal accident rate for auto travel, according to NHTSA, was 1.35 deaths per 100 million miles traveled in 2022. In other words, Tesla’s FSD system is likely on the order of ten times more dangerous at driving than humans.
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dead-sp1der · 1 month
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I think these are accurate
I'm probably gonna do Bdubs, Joel and Gem later, but for now take this graph
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Some things to note:
I do not want the Hermits to be aware of this graph, because while making it I realized I would hate to see this if I were a Hermit. I made this for my own data-driven curiousity only
I am a human so I there is a chance that I missed 1 or 2 names somewhere along the line. I will reblog this with the raw data for if anyone wants to check my measurements
Bdubs, Tango and Gem are the top 3 most frequent mentioned Hermits in Etho's videos, do with that information what you will
Bdubs is the only hermit Etho has mentioned every single video, for some reason, what is wrong with him
Stress and Zedaph are (afaik) the only Hermits who's names are never said by Etho, but they do both appear and talk in his videos
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otakubimbo · 2 months
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Don't Lose Control
Miguel x F!Reader
Plot w/ porn.
My legally required sex pollen fic as a fanfic writer. @safixiovi requested Miguel so here we are.
You and Miguel are on a mission together and nothing is going right. Your tech is all messed up and now it seems Miguel has gotten sick from something. He felt as if he was losing control of himself.
OB Sticky: I wrote this with one hand in my pants so excuse any grammatical errors and definitely not proofread. Also writing smut make me so embarrassed so if you hate it, don't. <3 Reblogs and Likes welcome, requests are still open.
masterlist
Confusion was written all over your face as you looked at the data on your computer in the universe you and Miguel were in currently. You had been working on tech to detect fluctuations in the multi-verse that could detect where anomalies would appear before they did. It had been doing well for the last few weeks, you were able to detect the appearance of an anomaly in three separate universes. So, the confusion now came with the fact that the monitor was detecting two fluctuations in the universe you were currently in, but nothing was showing up. The two of y’all had separated, you went to check out one of the fluctuations and he went to the other. But nothing, nothing was there in the area that read the fluctuations.
You groan out in the abandoned building that you were in, frustrated at the lack of any appearances.
“It was working so well, what the hell?” You grumble to yourself, typing in code strings into your computer trying to see if you can recalibrate the device that it was connected to get a more accurate reading. As your frustrations grew, your watch started going off for an incoming call. You answer it in hopes that at least on his end there was at least a sighting on his end.
“I’m in a damn field and not a single sight of anything but clouds of pollen.” Miguel’s digital image huffs at you. You groan, rubbing your face in irritation.
“Let’s fucking call it then and find somewhere to stay tonight or whatever.” You say abruptly hanging up on him. He would be able to find you, you knew that, and you didn’t really have the energy to hear his complaints about your tech or whatever he had to say.
Meanwhile, with Miguel.
You really hung up on him, in his face when it was your idea to have the both of you out here testing out your tech. Jess was left in charge while the two of you were gone but still, you had insisted and yet there was nothing here and the two of y’all had been at this investigation all day.  He cursed in Spanish as he coughed from all the pollen he was inhaling. It was everywhere, irritating his throat, eyes, and skin. It wasn’t even that he was frustrated your tech was having what seemed to be issues, it was that you insisted on checking things out separately when he figured the whole reason you wanted him here was to do this mission together, with each other. He had grown accustomed to your presence, to your voice, to your smile. It was all while you were figuring out the mechanics of this new tech of yours. To a certain extent, he was always fond of you, he had found you brilliant, driven, and innovative, one of the few spiders he could tolerate. But things started to change when you came up with the idea for this tech, the glittering in your eyes as you made strides on it. Every new aspect you brought to him, you picked his brain late into the night. The time the two of you spent together increased over the months and he realized that he really enjoyed your company. You brought a certain type of peace to him that he never thought he would get before, he actually started going to sleep more at night because he would make you go to bed which you wouldn’t unless he agreed to also. The two of you had got as close as someone could to Miguel.
Miguel cursed again as he felt his body heating up as he went to the directions you sent him for where the two of you would be spending the night he figured. He assumed he just needed to get whatever was in that field off of him and he would be fine after that. When he found you in the crowded lobby of the hotel, you looked irritated but so damn sexy.
Wait.
Where was his mind going right then? He would have to be blind not to realize that you were attractive. Of course, he acknowledged that about you, almost every spider has mentioned it since the day you joined. But the way you looked right now, drive a man to sin. Your curls were down for once, edges slightly sweated out, your skin held a red tone which made your brown skin glow slightly. It was obvious that you were frustrated with the way your nose crinkled making your nose hoop push up slightly on your face. The way your arms were crossed against your chest pushed your breasts up in a way that had them almost spilling out the top of your tank top, the sight going straight to his dick. His breathing started getting heavy as he gazed at you and then finally caught your eye, having you quickly walk towards him realizing how much of a sway to your hips there is when you walk had him feeling parched.  
“O’Hara, we have a problem” You start as you let out an exasperated breath looking up at him. This is when you notice his appearance, he is red, EXTREMELY RED, looking as if he just took on several baddies right before getting there. 
“Is everything okay?” concern is written all over your face as you gaze up at him, lips slightly parted and all Miguel could think about is what they would look like wrapped around his-----. His thoughts were cut off by you calling his name.
“Yeah, I’m fine, that stupid pollen is just all over me. Irritating” He brushes your concerns off saying a few curses in Spanish.
“Okay, well, they only had one room available because apparently there’s some sort of festival going on and I got the last room that was available at like any hotel.” You say as you shift your bag on your shoulder, which takes Miguel's focus back to your chest. The silver chain around your neck sits right above your cleavage. All he could think about was how high would it bounce if you were to ride his---
Again his thoughts were cut off by your voice.
“Alright, let's just get you to the room so you can get whatever is on you off and I can do some work.” You say as you grab his arm, dragging him to the elevators so you can get to your shared room. You didn’t have any clue what was wrong with Miguel, he never usually seemed so zoned out but you assumed whatever the field he was in was affecting him and his focus. His powers were different than other spiders, so you could figure that it was probably a chemical from their plants that was messing with him. You would have to send it off for some tests to see what it could be.
Once in the room, you tell Miguel to go ahead and use the shower to get himself together after you grab a sample of what was on him to send to Lyla.
“Hey Ly, can you analyze this? It got on Mig and he’s been dazed and out of it ever since we got to the hotel.” You say as you speak to the AI. She gives you a knowing look when you mention a hotel and she hears the sound of a shower in the background. “Don’t start, there’s literally no other rooms anywhere and I don’t want to leave tonight just in case the readings were actually accurate, and two anomalies show up. It wouldn’t be logical to leave just set.”
Lyla knew the way you felt for Miguel, she was there while yall were spending all of that time together. The looks that you took at him when you thought he wasn’t looking, the way you would sigh contently while working in the lab with him, and the way you spoke to him when it was just the two of you. Anyone with eyes could see how attractive that man was but it wasn’t just that which is what made you fall for him. Regardless of the way he could come off, he was kind and caring. He may not show it in the ways that other people did but he had such a big heart and was truly thoughtful of other people. The man would take everything on his shoulders just to make things easier for everyone. You admired him, you adored him, and he made you feel safe and understood and cared for. You really liked him, it didn’t help that he was a walking Adonis. His looks were just the cherry on top for you. Everyone seemed to know your affinity for him, except him. It didn’t help that you were always making excuses for his behavior, Jess would make jokes at your expense all the time about it.
“But the two of you sharing a room it seems?” Lyla giggles coming to sit on your shoulder.
“Cause there wasn’t anything else available” You whisper hiss at her, and she just giggles again “Please just analyze the sample I sent”
“Anything for Miguels other half.” She jokes as she fades away, and you just groan trying to focus back on your readings and tech.
Miguel did not want you that way. You knew that, he would never want you that way. He was a serious man with a hard past that never allowed for the option of romance. The multiverse and stopping anomalies were more than enough to occupy Miguel's mind and heart. You sigh, knowing that your affection will never be returned by him busying yourself with your work while he finishes his shower.
While in the shower, Miguel had already cum two times, and nothing was helping. His mind only filled with you and how you would feel under him, on top of him, how your lips would feel, the noises you would possibly make. It didn’t help that he knew you were just in the next room, he could almost feel you. He needed you badly and he didn’t know why it was so badly. For once, it was as if he lost control of himself. The way he needed to feel you, to hear you, to taste you, to be inside you. Mierda. He came again with just the thought of you in the other room, just the thought of you. It wasn’t enough but it would have to be, he knew you would worry if he took too long in there.
As he exits the bathroom, you notice you hunched over your laptop on the bed, fidgeting with your tech with such a concentration on what you were doing. The image made his dick throb. Fuck. His stuttering as he entered the room, caught your attention from your work. You only glance at him as you continue tinkering.
“Are you feeling any better?” You ask, still typing away.
“Yeah” He lies as he attempts to keep his voice from sounding strained.
“Good. I still sent some samples to Lyla to analyze.” You start before pausing for a second, “Since we don’t know what’s going on I think we should try to both sleep with some comfort tonight just in case we get an alert or something. We have been at this all day, so we need some rest.”
It took Miguel a second for him to realize what you meant by what you said. You meant that the two of you would have to share the bed. Together. Sleep next to each other. Together. Together, in the same bed. Together. He could barely contain himself in the shower, how in the hell was he supposed to contain himself sleeping next to you?
“Can you take a look at this while I take a shower? I can’t find anything that is wrong but I really don’t understand what’s going on.” You say only slightly looking up at him and then back down as you finish typing what you were working on shifting to get up while still trying to work.  
“Yeah sure” He attempts not to look at you as you put your stuff down, trying to finish your coding, distracting yourself from your previous statements, attempting not to think about you and Miguel sharing a bed. You don’t even look at him as you make your way into the bathroom.
The only thing Miguel could think about was you undressing in the bathroom, what you would look like as you caressed your body with a soapy washcloth. Mierda. How was he supposed to sleep next to you tonight?? He felt like he was losing control. You seemed to not be affected by the thought of sharing a bed with him, something about that was making him feel more feral. The image of you sleeping peacefully as he looms over you, starting with pressing his lips to your unexpected jawline, making his way down your body with his mouth. He could imagine your breath hitching as you started to wake up at his actions. Would you whimper as he made his way to your clothed cunt? Would you grip his hair as he teases you by licking you through your panties? Would you beg for him?
Mierda.
He was painfully hard again. What the fuck was he going to do? What the fuck was going on? He needed to calm himself down, he had no clue why he was acting like this. He was mumbling curses in Spanish, not even realizing that you had gotten out of the shower.
“Mig” You call out to him softly; he looks like he is in distress. His head snapped to your voice. Mierda, that damn nickname wasn’t helping him in this situation and neither did the way you looked. It wasn’t like you were wearing anything special or particularly sexy, it was a plain oversized shirt and he could see the peak of shorts underneath. That cute expression of concern that you wore, your gaze gentle on him. You called his name again.
“Are you okay Miguel? Do you think we should go back to headquarters? We can always just send some other spiders out to keep on alert.” You suggest moving towards him. At your movements, it was as if he snapped out of whatever spell was on him.
“No, no it’s fine.” He rebuttals, “The tech is too new to trust with anyone else. I’ll be fine. Let’s just go to bed.”
You nod at him, still worried about him but going to bed was probably the best option for him right now. The two of you get into bed, laying down on opposite sides, and backs towards each other.
Miquel can’t sleep. Every other minute, he's trying to gently ( as gentle as someone his size can be) toss and turn in his discomfort. There was no way he was getting any sleep tonight, especially with the way he could feel your warmth even from the other end of the bed. Unfortunately, his excessive tossing didn’t allow you to sleep either. You were worried about him but you know his stubbornness wouldn’t free him enough to tell you the issue. But at this rate, neither one of you would be able to sleep tonight at this so you conceited and turned over with a sigh to face him. He was lying on his back not realizing that you had woken up, it looked as if he was sweating. Did he have a fever? Was he really sick? You lean up on your elbow, extending your hand out to touch his forehead.
“Miguel you don’t look well.” You speak as your hand reaches out towards him, right before your hand lands he grabs your wrist and looks at you with wild eyes.
“Don’t” He says through gritted teeth.
“Mig, please, what is wrong?” You ask so innocently, while all his thoughts about you aren’t even close to innocent. With you so close now, with that look in your eye, Miguel was losing all of his sanity. Fuck it. Swiftly, with your wrist still in his hand he straddles himself on top of you. Your eyes immediately go wide as you feel your body move, looking up at him, you don’t fight him though.
“I----” He starts, panting above you.
“What Miguel?” You asked breathily, fuck you looked so beautiful beneath him. Your eyes find him and they're red. He looks almost feral.
“ I don’t know how much longer I can control myself” His voice is strained as his grip on your wrist gets a little harder. The way he was looking at you, wasn’t something you expected. The look of unbridled lust in his eyes, you could feel it coming off his body.
Your voice barely above a whisper calls out his name.
“Stop, please. You don’t understand how badly I need to ruin you.” He groans as his head falls to the side of your head, his face burying into your neck breathing in deeply with a growl. Your breath hitches in your throat, unable to think clearly of what is going on in this moment. The stoic and controlled man that you had grown to know just told you he wanted to ruin you and the biggest problem was that you were okay with it. There was a newfound ache between your legs while he was speaking to you and now the ache was growing with the way he was breathing into your neck. Fuck it. You roll your hips into his, feeling his restrained bulge twitch with the impact.
“Then ruin me, Miguel.”
His head shoots up at your words, it was taking all of his self-control at that moment to not rip the clothes you were wearing off. He had to be sure he understood you correctly, he had to be sure you knew how serious he was about ruining you, destroying you, making you his own.
“You don’t know what you’re saying, hermosa.” He strains out, unconsciously pushing his hips into you, you let out a small moan at the sensation and Miguel thought he almost came just from that sound alone.
“I do, I want you. I want you to ruin me, Miguel.” You say, a lustful look in your eyes as he’s still panting above you. He was trying to hold on to his last ounce of self-restraint until you said one word. “Please”
That was all it took before he sank his fangs into your neck. You gasped at the sudden pain until you felt him licking the wound he just created making you moan his name at the sensation. His hands are all over your body as he is kissing and sucking on your neck, moving your legs so that he is in between them to grind himself into you.
“Fuck Miguel” You moan as your hips meet with his, “Kiss me”
He immediately abides by your request, mouth meeting yours in an aggressive lustful kiss. Miguel forces his tongue into your mouth as he presses his body into yours. His claws digging into your plush thighs which had you moaning into his mouth as he explored yours. The both of you breathing heavily as he moves again from your mouth to your jaw to the other side of your neck marking you the same as he did on the other side. After he is pleased with his marks he leans up, gazing down at your chest heaving, your eyes half-lidded as you look up at him. Fuck, he doesn’t even bother lifting your shirt off you as he rips it in the front to expose you to him. The view was better than he imagined, of course, he had seen you in your spidey suit which didn’t leave much to the imagination but this view, actually seeing you bare under him was just too much. He came then and there, not even caring because the next time he came he hoped it would be inside of you, your eyes widened at the guttural moans he made as he came. Without even a moment of shame or embarrassment, his mouth latches onto one of your breaths as he palms the other.
“Wait wait, Miguel did you come?” You attempt to get out during his onslaught on your tits.
“Yes, and I’m going to come again, inside you.” He says as he makes his way down your body to your clothed cunt. He had no shame in his words, as he quickly made shreds of your shorts and underwear, he could live out his fantasies of teasing you at another time. He needed to taste you right now. Before you could even respond to his words, or to the fact that he has ripped all your clothes off Miguel's tongue is lapping at your folds. You can’t help but squirm underneath him, as he’s eating you like a man starved. Fuck was he obsessed with the way you tasted; he knew he was going to have to have this all the time now.  He made out with your clit as your hands dug into his scalp gripping his hair. It was all so overwhelming; you couldn’t even grind yourself against his face as his strong hands held your hips down. You were reaching your peak faster than ever before, you were moaning his name like a chant as you got closer and closer to getting over the edge.
The sound of his name being moaned off your lips was driving him even crazier, his hips pushing into the bed as he starts sucking directly on your clit. He moves one of the hands that was holding your hips down to shove two of his thick long fingers into your clenching waiting hole. It was as if he already knew your body because his fingers automatically found the spot that made your vision blurred. Your body responded on its own as you came, and came hard, squirting all over his face. The squirting caught him off guard, as he pulled his face out of your cunt with a surprised expression.  Oh fuck, he needed to see you do that again, and by the way your walls squeezed his fingers as you did, he knew he needed to see you do it again but on his dick. He freezes himself from the restraint of his own clothing as he comes back to hover over you. You looked so damn beautiful, your lips were puffy from his kiss and he could see the bite marks that he left on you, pupils blown and breath coming back down from your orgasm.  He didn’t give you much time to recover as he grabbed your legs throwing them over his shoulder and pounding into you.
You scream his name as he furiously slams his hips into yours. His hands are under your ass, grip tight as he lifts you slightly to go deeper into you, too deep. The tip of his dick ramming into your cervix with every thrust. You had never been one that could just come from penetration, but the way Miguel was pounding into right now seemed was going to change that. He can feel the way your clamp down on his as the tightness returns back to your stomach. Fuck you were going to come again, you were so sensitive, so sensitive for him. Your nails digging cresent shaped marks into his arms as you come again this time on his dick.
“I’m going to come inside you” He tells you through his thrusts and the aggressive manner in which he said it made you clamp down on him even harder. He spills into you, so much that it starts leaking out as he continues to pound into you. You had assumed once he came again he would stop but he doesn’t, you can still feel how hard he is inside of you as he pumps his cum deeper into you. As the final bursts of his come stop, he pulls out swiftly getting off the bed, grabbing your ankles to drag you to the edge. Flipping your body over and pulling up you on your knees, he shoves your face into the bed as he inserts himself into you again. His pace doesn’t slow down as he ruts into you. It felt like he was even deeper than before. One of his hands moves to your shoulder to pull you back as he slams into you, his other hand moves to your clit to rub hard circles on it stimulating you further.
“Fuck Mig--- im--- im cuming” You scream as you cum again hard, doing exactly what he wanted and squirting. He could feel it all over his hand, making him cum again inside of you. You look back at him as you finish feeling him cum in you, thinking that he must be done. The sight you see behind you makes you know that you weren’t even close to finished. Miguel had his hand that was covered in your squirt up to his face inhaling deeply before he stuck his tongue out licking his fingers. He gets even harder inside you; it doesn’t look like there would be any sleep tonight, he really was going to ruin you.
The next morning you wake up, bruised and sore. Your head was on Miguel's chest and he was snoring peacefully under you. With a groan, you get up as you feel a notification on your gizmo, you had almost completely forgotten that you had requested Lyla to analyze the substance. As you look at the results you feel incredibly embarrassed, mortified. The substance that was on Miguel was some sort of aphrodisiac, so that’s why he was acting that way towards you. As you were getting further into your head about last night events Miguel woke up.
“Your thinking woke me up.” He grumbles as he sits up looking over your shoulder to see what you were looking at.  He reads the results of the substance that was on him and now he understands what you were possibly thinking. You thought he only wanted you because of the aphrodisiac, but with the way he marked you he would have thought you would know that he wanted YOU and you ALONE.
“Hey” He says as he touches your shoulder, you jump back from his touch.
“Hey, yeah so it’s fine you know. We can just forget about everything last night, I know you couldn’t control yourself. Its fine” You ramble on trying to not embarrass yourself further, he gentle grabs your chin as you speak a stark contrast from his behavior last night and some of this morning.  He doesn’t say anything but look into your eyes giving you a soft kiss on the lips.
“It wasn’t just that, I only wanted it to be with you. I only thought about you. Alright?” He says in the most gentle way you have ever seen him speak. A small smile forms on your lips from the reassurance.
“Alright.” You say and he gives you another kiss, a little more aggressive this time. How was this man not tired anymore?! You saw the half-life on the substance he should be done. “Miguel, the effects should have worn off by now.”
“They have,” He says against your mouth. “This is YOUR effect” moving your hand to allow you to feel for yourself how you affect him. Before things could go any further, you get a notification from your new tech and your gizmo that there were two anomalies in this dimension, around the areas that you detected yesterday.
“See, I knew it!” You exclaim as you activate your suit almost forgetting what you were just doing with Miguel. His dick twitches under your hard and you remember what’s going on. “Oh right, uhm this first, and then we can go back to headquarters and I can take care of that for you,” You say with a sultry smile which makes his dick twitch again.
You and Miguel catch both of the anomalies in record time, him being extra careful to avoid the pollen this time. The two of you continue where you left off after you get back to headquarters, immediately both taking your leave which received knowing glances from both Lyla and Jess.
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mariacallous · 15 days
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A lawsuit filed Wednesday against Meta argues that US law requires the company to let people use unofficial add-ons to gain more control over their social feeds.
It’s the latest in a series of disputes in which the company has tussled with researchers and developers over tools that give users extra privacy options or that collect research data. It could clear the way for researchers to release add-ons that aid research into how the algorithms on social platforms affect their users, and it could give people more control over the algorithms that shape their lives.
The suit was filed by the Knight First Amendment Institute at Columbia University on behalf of researcher Ethan Zuckerman, an associate professor at the University of Massachusetts—Amherst. It attempts to take a federal law that has generally shielded social networks and use it as a tool forcing transparency.
Section 230 of the Communications Decency Act is best known for allowing social media companies to evade legal liability for content on their platforms. Zuckerman’s suit argues that one of its subsections gives users the right to control how they access the internet, and the tools they use to do so.
“Section 230 (c) (2) (b) is quite explicit about libraries, parents, and others having the ability to control obscene or other unwanted content on the internet,” says Zuckerman. “I actually think that anticipates having control over a social network like Facebook, having this ability to sort of say, ‘We want to be able to opt out of the algorithm.’”
Zuckerman’s suit is aimed at preventing Facebook from blocking a new browser extension for Facebook that he is working on called Unfollow Everything 2.0. It would allow users to easily “unfollow” friends, groups, and pages on the service, meaning that updates from them no longer appear in the user’s newsfeed.
Zuckerman says that this would provide users the power to tune or effectively disable Facebook’s engagement-driven feed. Users can technically do this without the tool, but only by unfollowing each friend, group, and page individually.
There’s good reason to think Meta might make changes to Facebook to block Zuckerman’s tool after it is released. He says he won’t launch it without a ruling on his suit. In 2020, the company argued that the browser Friendly, which had let users search and reorder their Facebook news feeds as well as block ads and trackers, violated its terms of service and the Computer Fraud and Abuse Act. In 2021, Meta permanently banned Louis Barclay, a British developer who had created a tool called Unfollow Everything, which Zuckerman’s add-on is named after.
“I still remember the feeling of unfollowing everything for the first time. It was near-miraculous. I had lost nothing, since I could still see my favorite friends and groups by going to them directly,” Barclay wrote for Slate at the time. “But I had gained a staggering amount of control. I was no longer tempted to scroll down an infinite feed of content. The time I spent on Facebook decreased dramatically.”
The same year, Meta kicked off from its platform some New York University researchers who had created a tool that monitored the political ads people saw on Facebook. Zuckerman is adding a feature to Unfollow Everything 2.0 that allows people to donate data from their use of the tool to his research project. He hopes to use the data to investigate whether users of his add-on who cleanse their feeds end up, like Barclay, using Facebook less.
Sophia Cope, staff attorney at the Electronic Frontier Foundation, a digital rights group, says that the core parts of Section 230 related to platforms’ liability for content posted by users have been clarified through potentially thousands of cases. But few have specifically dealt with the part of the law Zuckerman’s suit seeks to leverage.
“There isn’t that much case law on that section of the law, so it will be interesting to see how a judge breaks it down,” says Cope. Zuckerman is a member of the EFF’s board of advisers.
John Morris, a principal at the Internet Society, a nonprofit that promotes open development of the internet, says that, to his knowledge, Zuckerman’s strategy “hasn’t been used before, in terms of using Section 230 to grant affirmative rights to users,” noting that a judge would likely take that claim seriously.
Meta has previously suggested that allowing add-ons that modify how people use its services raises security and privacy concerns. But Daphne Keller, director of the Program on Platform Regulation at Stanford's Cyber Policy Center, says that Zuckerman’s tool may be able to fairly push back on such an accusation.“The main problem with tools that give users more control over content moderation on existing platforms often has to do with privacy,” she says. “But if all this does is unfollow specified accounts, I would not expect that problem to arise here."
Even if a tool like Unfollow Everything 2.0 didn’t compromise users’ privacy, Meta might still be able to argue that it violates the company’s terms of service, as it did in Barclay’s case.
“Given Meta’s history, I could see why he would want a preemptive judgment,” says Cope. “He’d be immunized against any civil claim brought against him by Meta.”
And though Zuckerman says he would not be surprised if it takes years for his case to wind its way through the courts, he believes it’s important. “This feels like a particularly compelling case to do at a moment where people are really concerned about the power of algorithms,” he says.
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drdemonprince · 5 months
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By now, a majority of Autism researchers and clinicians are aware that the existing assessments for Autism are profoundly flawed. 
They know the standard evaluation of Autism is sexist, with assessors excluding women for reasons like wearing makeup, having a boyfriend, being superficially polite, or not being fixated on suitably ‘masculine’ topics like ancient Roman history or barometric pressure. 
They know Autism evaluations are racist, deeming Black Autistics “oppositionally defiant” or even “borderline” rather than acknowledging any social alienation or sensory pain they’re experiencing, and believing they must be overstating the difficulty they face in moving through the world.
And they certainly know that conventional Autism measures weren’t designed with adult Autistics in mind. Many of us are still asked to make up stories based on paintings of frogs in a toddler’s picture book, when we sit down for assessments at age 20, or 30, or 45 — because all the evaluation methods were written for young kids. 
The data has already proven the far-reaching consequences of using such shoddy measures of Autism. People of color, gender minorities, older adults, and women are diagnosed at later ages, and also go undiagnosed at massive rates. 
A growing population of scientists are admittedly interested in fostering a new literature of what they call “patient-driven” Autism research, but they never stop thinking of us as mere patients, the passive receivers of care rather than the leaders of communities and political movements who are the ought to be the primary authors of the studies about us, and the sole determinants of what our desired outcomes should be. Even when they observe that their work could benefit from a greater Autistic perspective, researchers do so from closed rooms, filled with other professionals who are largely not Autistic, wondering amongst themselves what it is that we want instead of learning to quiet their voices and follow our lead. 
Though many basically well-intentioned Autism researchers believe that Autism assessments need reform, what neurodiversity really needs is to abandon the diagnostic process altogether. If Autism is a benign, neutral, naturally occurring form of human difference that requires acceptance rather than a cure, then there’s no need to diagnose it as if it were a sickness. And if hundreds of thousands of Autistic women, people of color, queer people, and older people have been able to give a voice to ourselves and find one another without having ever been given a label by a professional, then improved professional labeling is not what we need. 
Autistic self-realization is the future of Autism assessment. We hold the collective wisdom, organizing ability, insight, and political power to define who we are. No authority figure should have to sign off on our identities. 
Because psychiatrists fail to diagnose such a large percentage of the Autistic population, many Autism researchers now accept self-identified Autistic adults within their subject pool. Within the peer-reviewed journal Autism in Adulthood, self-realized Autistics often make up the bulk of the participant sample, and they have repeatedly been found to be indistinguishable from their formally diagnosed peers. 
A growing body of research now also considers the presence of Autism-spectrum traits as qualifying for inclusion in many Autism studies. The data makes it quite obvious that Autistic people exist within all human groups, spread all throughout the world, and that a great many people have experiences in common with us who have not been formally diagnosed. This itself reveals that a formal diagnosis is hardly necessary, and that a psychiatric paradigm of accepting self-identification is inevitable. The researchers are increasingly already doing it.
You can read the full essay for free (or have it narrated to you!) at this link.
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autolenaphilia · 9 months
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Why enshittification happens and how to stop it.
The enshittification of the internet and increasingly the software we use to access it is driven by profit. It happens because corporations are machines for making profits from end users, the users and customers are only seen as sources of profits. Their interests are only considered if it can help the bottom line. It's capitalism.
For social media it's users are mainly seen by the companies that run the sites as a way for getting advertisers to pay money that can profit the shareholders. And social media is in a bit of death spiral right now, since they have seldom or never been profitable and investor money is drying up as they realize this.
So the social media companies. are getting more and more desperate for money. That's why they are getting more aggressive with getting you to watch ads or pay for the privilege of not watching ads. It won't work and tumblr and all the other sites will die eventually.
But it's not just social media companies, it's everything tech-related. It gets worse the more monopolistic a tech giant is. Google is abusing its chrome-based near monopoly over the web, nerfing adblockers, trying to drm the web, you name it. And Microsoft is famously a terrible company, spying on Windows users and selling their data. Again, there is so much money being poured into advertising, at least 493 billion globally, the tech giants want a slice of that massive pie. It's all about making profits for shareholders, people be damned.
And the only insurance against this death spiral is not being run by a corporation. If the software is being developed by a non-profit entity, and it's open source, there is no incentive for the developers to fuck over the users for the sake of profits for shareholders, because there aren't any profits, and no shareholders.
Free and Open source software is an important part of why such software development can stay non-corporate. It allows for volunteers to contribute to the code and makes it harder for users to be secretly be fucked over by hidden code.
Mozilla Firefox and Thunderbird are good examples of this. There is a Mozilla corporation, but it exists only for legal reasons and is a wholly-owned subsidiary of the non-profit Mozilla foundation. There are no shareholders. That means the Mozilla corporation is not really a corporation in the sense that Google is, and as an organization has entirely different incentives. If someone tells you that Mozilla is just another corporation, (which people have said in the notes of posts about firefox on this very site) they are spreading misinformation.
That's why Firefox has resisted the enshittification of the internet so well, it's not profit driven. And people who develop useful plugins that deshitify the web like Ublock origin and Xkit are as a rule not profit-driven corporations.
And you can go on with other examples of non-profit software like Libreoffice and VLC media player, both of which you should use.
And you can go further, use Linux as your computer's operating system.. It's the only way to resist the enshitification that the corporate duopoly of Microsoft and Apple has brought to their operating system. The plethora of community-run non-profit Linux distributions like Debian, Mint and Arch are the way to counteract that, and they will stay resistant to the same forces (creating profit for shareholders) that drove Microsoft to create Windows 11.
Of course not all Linux distributions are non-profits. There are corporate created distros like Red Hat's various distros, Canonical's Ubuntu and Suse's Opensuse, and they prove the point I'm making. There has some degree of enshittification going on with those, red hat going closed source and Canonical with the snap store for example. Mint is by now a succesful community-driven response to deshitify Ubuntu by removing snaps for example, and even they have a back-up plan to use Debian as a base in case Canonical makes Ubuntu unuseable.
As for social media, which I started with, I'm going to stay on tumblr for now, but it will definitely die. The closest thing to a community run non-profit replacement I can see is Mastodon, which I'm on as @[email protected].
You don't have to keep using corporate software, and have it inevitably decline because the corporations that develop it cares more about its profits than you as an end user.
The process of enshittification proves that corporations being profit-driven don't mean they will create a better product, and in fact may cause them to do the opposite. And the existence of great free and open source software, created entirely without the motivation of corporate profits, proves that people don't need to profit in order to help their fellow human beings. It kinda makes you question capitalism.
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cheriladycl01 · 2 months
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2026 Rewind - Grid x AudiDriver! Reader
Plot: After some devastating deaths within the F1 industry from unmistakable names in 2025, the FIA decide to make a plan to race at all of the old tracks that are iconic but haven’t been on the grid for a while.
A/N: this is racing heavy with only drivers name dropped, but if you want cool Ted and Crofty with Y/N vibes while learning more about some of the FIA Grade 1 Tracks, have a read!
Credit to celestinovietti for the GIF
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“So Ted, let’s talk about this years line up. It’s just so iconic that I can’t bear it!” David Croft says as they are in the commentator box at pre-season testing.
“Yeah Crofty, obviously it’s so unfortunate the reason behind what we are calling the 2026 rewind because of some losses we had in the industry and this was the way the FIA decided to pay tribute to those people!" Ted explains before the onscreen for the year comes up.
"So, lets go through the year together and analyze it. We're starting of the season strong in the lovely Kuwait, here at Kuwait Motor Town, this is where we are kick starting off this season. It's a high speed track here just north of where we would typically start in Bahrain. This is a track consisting of 20 turns, and is 5.609km of racing ahead. I'm very excited as no-one in F1 history has raced here in an F1 car. Who do you think's going to do well here Ted?"
"Well, there's some really nice corners, and it's a similar temp to Bahrain so i think it's difficult to tell but I can imagine the Audi with Y/N now having done her rookie season learning all those key values about the F1 car and how it works. McLaren will also be good here, really tightening up the constructors championship this year!" Ted offers looking at all the onboard footage.
"Yes I agree, I think Red Bull tend to be quiet strong a the start of the year naturally and its a game for the other teams to be playing catch up!" Crofty agrees.
"Okay, then after Kuwait, we'll be travelling to and correct me if I'm saying this wrong but the Kyalami Circuit in South Africa near the wonderful capital Johannesburg. It's in replacement of the Saudi Arabian Grand Prix, we haven't raced in South Africa since 1993 and what a beautiful circuit this is, its got some really high speed corners and yeah, I think the Ferrari will really be great on those long straights." Ted says analysis the data of the cars in testing.
"And now here we have with us, Y/N Y/L/N Audi F1 driver here to talk through the rest of the tracks!" David says and points to the camera for you to smile and wave before he pulls out the microphone in front of you.
"Hello!" you grin and David and Ted both burst out laughing.
"What did I miss, I'm really sorry i was late!" you smile looking between them and they both nod in understanding of how tight the weekend schedule could be, they are shocked they actually have your time right now.
"It's completely okay, we understand! We've only introduced Kuwait and South Africa, we are about to move onto the changed Australia track! Your thoughts?" he exclaims and you smile.
"Yeah, obviously it's going to be exciting with all these new tracks that none of us have driven, so of course there was a lot of testing in the sims... but yeah its great to be here in Kuwait, and I'm excited to go to South Africa as well!" you smile.
"Yes, and how do you feel about Australia being changed from Albert Park in Melbourne to the Adelaide Street Circuit?" Ted asks with a grin on his face knowing how you felt about the Australian races.
"Well, after the spider incident in 2022, I've always been so scared to drive in Australia" you giggle, before Crofty pulls up the video of you in P4 of the Australian Grand Prix in 2022.
Y/N - Theres a fucking tarantula in my car Race Engineer - Copy that Y/N - No i dont think you guys get it, its on me
"And you ended up pitting there was no time to get it out of the car because of where it was, you were crying for the rest of the race and you were going so quick so you could just finish that you actually ended up winning your first race here and overtaking Charles Leclerc in, what back then was an Alfa Romeo." Crofty smiles and you nod.
"Yeah, so where ever that race is in Australia I know ill be on edge the whole time, I'll have my crew do like 6 inspections on my car before each session to make sure. It was traumatizing i tell you!" you admit.
"So after what will hopefully be a spider free stint in Adelaide on their street circuit we move on to south east Asia where we will exchange Suzuka Japan, for the Fuji SpeedWay, a truly iconic track before going back to an old favorite of some of the older driver on the grid like Lewis and Fernando in South Korea at the Korea International Circuit!" Ted says showing the line up for the races after Australia.
"I'm really excited for these, the atmosphere of the fans is always amazing and the tracks here are great I think Audi thrive on these sort of tracks and yeah, I'm excited to see what we can do there!" you smile, looking at the spinning track layout that popped up on screen.
You move on to Miami's replacement being the iconic Californian Long Beach Street Circuit.
"And we've been tipped of, by a certain Cash App driver that he'll be taking you to DisneyLand while out there?" he asks looking at you.
"Yes, Liam has already been once and when I said about wanting to go to radiator springs he and Daniel jumped on the opportunity to go, which then Yuki and Max wanted to come so it's now turned into this whole massive group trip!" you laugh knowing that half the grid would come with you guys.
"And of course much like the UK Italy is another pinnacle of Motorsport and we've had to change out two of the iconic track Monza and Imola. So for the first change of Italy we've changed it to the iconic Mugello track which I just really love, don't you Y/N?" Ted asks looking at you.
"Yeah I think Lando and Osc will be really strong there, I'd like to think me and Carlos are as well with the Audi this year... so yeah I'm excited for Mugello! Obviously they raced here in 2020 so it's the most recent of all the races this year to make a return so its only really me, Oscar, Logan, Fred, Theo and Kimi who haven't raced there" you smile analyzing the twisty track up on the screen.
"Yes, then we'll be moving onto, what was probably one of the toughest decisions of this year which was switching out Monaco and what to switch out such an exciting race with, so they didn't its the only race on the calendar this year that has remained unchanged!" David explains making you nod.
"I think, where this year is to show the history of F1 and what it means to all of us, the teams and the fans. And by keeping Monaco on there where its such a historic track, i think that's actually staying true to a rewind year!" you smile, you'd always loved the vibes in Monaco, from the fans to the track to how your car performed there.
"Yeah i agree i think it was the right choice keeping Monaco!" Ted exclaims also loving the vibes at Monaco.
"Okay, then moving all the way to the west, we'll be in Canada moving from Montreal over to Quebec at the second oldest track, the Mont-Tremblant Circuit!" David shows the new Canadian circuit on screen.
"Then after Canada we've got a really special double header with two Spanish Grand Prix's at different locations. We have the Valencia Street Circuit and Del Jarama Circuit. Both very exciting and it will be a long weekend in Spain!"
"I'm excited to see a street circuit in Spain, obviously we had Madrid for the last two years after Barcelona, so I'm excited for both Valencia as a street circuit and Jarama which is such an iconic track because of those tights turns and yeah I'm really excited for this one!" you smile.
"Obviously next one was another tough one, Silverstone again another iconic track and the UK has so many other iconic tracks that its hard to choose, there was talks of Aintree, Watkins Glen and Donington Park but ultimately they went with Brands Hatch what do you think on this?" Ted asks looking over to you, holding up a page showing all the different UK tracks.
"Yeah, I think there's some really iconic tracks in the UK, its my home so i grew up racing on a lot of those tracks in different motorsport categories, I think there's ones that are arguably better for Formula one, which is why Silverstone is the main circuit as it gives for the most interesting race, however for me it would have been a call between Brands Hatch and Watkins Glen so I'm glad that they chose Brands Hatch, I've got some great memories there at testing and showcasing the car or working with the Top Gear team, so I'm excited to race there!" you explain, the United Kingdom is the like Monaco in being both a founder and royalty when it comes to Motorsport.
"I 100% agree with that, however I just love Aintree so much and am gutted we wont see it!" David Croft admits.
"So after Brands Hatch we move to Monsanta in Portugal which we haven't raced in Portugal since 2021 because of the COVID restrictions but that was in Algarve so it'll be interesting to see the difference!" Ted offers looking at the next circuit floating on their screen as he zoom's in on turn 4.
"Then, again there another track we hate to see go even if its for one year but Spa, its so iconic and its one of the most dangerous circuits we race now and it's being swapped out for Circuit Zolder on the other side of Belgium! Thoughts?" David asks out in the open.
"I" you start.
"Well I think" Ted also starts and you both look at each other in shock before laughing. You let Ted go first to say his piece.
"Well, I think it's no where near interesting as Spa, and especially where its the last race before a break... I think it's going to be way more uneventful than Spa!"
"Y/N?" Crofty asks looking at you.
"I actually think the opposite most of the tracks have been very high risk with lost of turns and chicanes and hairpins that really catch you out, however this reminds me of the simplicity of Monza and everyone, everyone loves Monza. So i think it will really even out the mid field cars" you says observing the track that had nice long straights and minimal turns.
"I agree with you there Y/N! Next after Zolder we head over to the heavily missed Nurburgring in Germany, the last time we saw it was 2019 so again, up until our 2019 rookies would have driven there how'd you feel about this track Y/N?" David asks.
"Well, it's such an iconic track for so many reasons I really wanted to race there after I watched Lando, George and Alex all race there in 2019, I was actually there in the paddock that year with Ferrari as a part of their driver development programme" you nod, explaining to them how excited you were for it.
"Now next in the place of Monza which we just mentioned we have a complete wild card of the Scandinavian Raceway in Sweden! Now this, this is one I'm excited for it's a beautiful track and has the coldest track temps we'll probably get all season! So it'll be a real fight to see who can protect their tyres and manage them well!" Ted explains and you nod, knowing it would be an exciting race.
"Then after that we travel to France where we haven't been for a while, however the Bugatti Au Mans Track in France is iconic, there are so many great tracks in France like Paul-Ricard or the Charade Circuit or Dijon de Prenois, all of them are great but the Bugatti hasn't been done is so long and really means a lot historically to the sport" David offers, showing you one of the only tracks you didn't feel too excited a lean towards.
"Then, we move back across to Aisa, going to an age of favorite of the age old Sepang International Circuit in Malasiya which is one fans have been wanting to see back on the race calendar for a while so i wonder if this will stay into 2027!" Ted takes over, and you nod.
"I'm also very excited for Sepang! After Malaysia we move onto the first ever FIA grade 1 race track the Chang Circuit in Thailand, how to we feel about this?" David asks directly looking at you.
"Not only is it a beautiful track, but it means that Alex now has a chance to race at his home track while racing under his home flag and I think he's really excited for it. He's in a great car, the Williams has come leaps and bounds and are top midfield contenders and definitely will be up there fighting for race wins!" you smile, knowing Alex was so happy to have this opportunity to race in his home country.
"I agree Alex Albon to win in Chang Circuit, I've put my money on it! Our next circuit it one that NASCAR share with us in F1 taking it back to the Indianapolis Speedway, on the lower F1 circuit of course rather than the Oval that the NASCAR drivers use!" Ted explains.
"Yeah, that lower track is great, you got the nice curve and we'll be able to get to those really high speeds. It's an iconic US track just like COTA!" you admit, taking a sip of the water you'd brought with you.
"After Indi, we'll make our way a little further down south to the Rio de Janiro International Track in Brazil, which is instead of Sao Paulo" David explains looking at the second F1 track in Brazil, it was a nice track but Sao Paulo had been on the roster for so long.
"Then, we are back in Las Vegas, but not on the Strp track that was created in 2023, no we are going back to the Ceaser's Palace Track and I know many people complain about these Las Vegas Grand Prix's because of the timings and the drivers not really liking driving at 12pm!"
"Yeah, i agree they are really strenuous just like Qatar for the heat but I love the vibe Las Vegas brings and I like the whole weekend with all the activities in the fan zone and yeah I'm excited they used Ceaser's Palace rather than the Pheonix Street Circuit which i know they were considering.
"I agree. Our last two races, then consist of the Buddah International Circuit in India and rounding off instead of in Yas Marina in the Dubai Autodrome, which will be a really nice round off" David exclaims.
Slowly you end the interview up, needing to go down to the track to get into the car for you leg of pre-season testing.
What a year it would be.
Taglist:
@littlesatanicassholebitch @hockey-racing-fubol @laura-naruto-fan1998 @22yuki @simxican @sinofwriting @lewisroscoelove @cmleitora @stupidandunnecessary @clayra-g @daemyratwst @honey-belden @moonypixel @lauralarsen @vader-is-hot @ironcowboycopnickel @itsjustkhaos @the-untamed-soul @beebo86 @happylittlereader @ziejustme @lou-larcher5 @thewulf @purplephantomwolf @chasing-liberosis @chillyleclerc @chanthereader @annoyingmoonballoon @summissss @evieepepi08 @havaneseoger08 @celesteblack08 @gulphulp @fandom1ruined2me @celebstories @starfusionsworld @jspitwall @sierruhh @georgeparisole @dakotatankbig @youcannotcancelquidditch @zzonsbeek @tallbrownhairsarcastic @mellowarcadefun @ourteenagetragedy @otako5811 @countingstacksandpanicattacks @peachiicherries @formulas-bitch @cherry-piee @hopexcroc @mirrorball-6 @spilled-coffee-cup @mehrmonga @bigsimperika @blueberry64857959 @eiraethh @lilypadlover @curseofhecate @alliwantisadonut @the-fem1n1ne-urge @21stcenturytaegi @dark-night-sky-99 @spideybv28 @i-wish-this-was-me @tallrock35 @butterfly-lover @barnestatic @landossainz @darleneslane @barcelonaloverf1life @r0nnsblog @ilove-tswizzle @kapsylia @laneyspaulding19 @lazybot @malynn @cassielikereading @viennakarma @teamnovalak @landosgirlxoxo @marie0v @jlb20416 @yourbane @teamnovalak @nikfigueiredo @fionaschicken @0picels0 @seomako @urdad-hot @formula1mount @tinydeskwriter @butterfly-lover @ironmaiden1313
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Happy National Zookeeper Week!
I’ll admit, I’m feeling a little spicy about it this year (well, every year) because zoos use the celebration for lots of positive facility PR, yet staff don’t often get the support and respect that is claimed in those posts.
So I want to share this great article written by a zoo industry consulting group last year looking at the reality of what happens when a workforce ends up conflicted between their passion (zoos and animals) and pragmatism (paying rent, existing in a capitalist society). They assessed AZA compensation rates by region against things such as a living wage and rental rates in the area. (All text formatting within quotes, such as bold and italics, is original to the article text.)
I cannot give the Canopy Group enough support for the way they framed this research:
“By observing the economics of keeper compensation, it’s no secret that keepers land on the lower end of the wage spectrum. Like all other wages and salaries, the market value of keeper compensation is driven by several economic factors – including the size of the labor pool, the rigor and danger of the work, the technical ability required, and the educational requirements. However, there is one factor that artificially lowers the market value of keeper compensation more than any other: passion.
In this article, we’ll take a look at why passion lowers the market value of animal care worker wages. More importantly, we’ll consider many factors that have emerged in recent years that are making people reevaluate the value of following their passion – a trend contributing to The Great Resignation, especially as it applies to zoos, aquariums, and similar organizations. (…)
The argument here is passion versus pragmatism: the unknown versus the sure thing. It is a decision all zookeepers and animal care technicians have made. Working with animals is immensely rewarding, but this passion is also very popular. This, historically, has meant that the keeper candidate pool is very large. Therefore, if the wage is livable and working conditions are reasonable, the pool should remain large. In a very real sense, a passion for animals drives down the market value of keeper compensation. Anyone who has been through an Economics 101 course will recognize this as a fundamental market principle: supply vs. demand.
However, many zoos and aquariums are having a more difficult time filling positions than normal and have started to see higher turnover rates in recent years. This begs the question – is the current keeper wage too low?”
Their findings?
Here’s their graph of “the median wage of keepers from organizations in different AZA-defined regions” from an AZA survey done in 2021. (Median is the type of average that looks at the middle of a data set’s range).
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The median wage for AZA keepers in the South/Southeast was just over $15/hr at the low end, and the median wage for AZA keepers in the Far West / PNW was a little under $26/hr. That’s pretty dang low everywhere, especially when you factor in the increased cost of living in places like the West Coast. Also consider that looking at the median wage doesn’t mean this reflects just entry-level compensation - this data indicates the the compensation middle for all keeper positions, including people who have built their careers as keepers in those places long-term.
Then, they compared those wages to the “living wage” in each region - which they defined as “a calculation of what it takes to live in a particular area, without any other income. A living wage calculation takes into consideration how many earners are in a household, how many children are being supported, etc. The living wage includes the costs of all the basic items a household needs to be self-sufficient.”
“If you receive a wage for a job that is below the living wage, then you are essentially taking a negative net income. This is unsustainable for the long term, and essentially defines where wages start to exploit passion.”
Here’s a figure they provided using the MIT Living Wage Calculator showing the average living wage for each of the AZA regions. The chart on the left shows the living wage for a single person with no kids; the second, for two parents with two incomes and one child to support.
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“By comparing the two graphs [to the earlier graph of the AZA median compensation rates], we find that median wages in the Southeast/South and Southwest regions are lower than the living wage for each household configuration in those regions. In other words, if you are a single person household or part of a two-income household raising 1 child in the South, a starting keeper salary will likely leave you with a negative net income. While many people work at this level, it increases the risk of accumulating debt, lowers a person’s ability to afford a home, set a much later retirement age, and can lead to many other negative, long-term effects.”
Big yikes, right?
Next, they looked at living wage vs. compensation for single parents.
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“The single-parent living wage exceeds the average keeper wage in all AZA regions. In fact, the living wage required as a single parent is double the average AZA keeper wage in some regions.”
And then they did housing, specifically, being able to purchase a home.
“In many places, even a two-income household at an average keeper salary would not purchase a mid-level home. This means that keepers have to wait far longer than their peers to purchase a home. While paying rent in the meantime, this rent will account for a larger portion of their income than their peers. All in, these effects can set hopeful homeowners back years or decades.”
Canopy’s conclusion was something anyone involved in the field knew was coming.
“Companies like Chipotle, McDonalds, Best Buy, FedEx, Home Depot, Publix, and Walmart are all offering similar starting wages near starting keeper wages – plus many fringe benefits (like tuition reimbursement) and ample advancement opportunities. Many potential keepers in younger generations are putting their passion on the shelf so they can meet basic standard-of-living concerns.
To attract and retain quality candidates, an organization must consider the journey each new employee would have to make over their career. If the journey is fraught with massive debt, decreased disposable income, and limited career opportunities, then you are limiting your potential candidate pool to the small group of people who have decided that following their passion is worth significant lifelong financial hardship. There are many potential candidates out there willing to sacrifice and arm and leg for animals and conservation, but they wouldn’t dare jeopardize the financial future of their dependents and families.”
This is something I’ve heard about for years, and seen first hand. The low average wage at zoological facilities has been damaging their ability to hire and retain skilled staff for as long as I’ve been involved in the industry. I know so many zookeepers who still have roommates into their 30’s, or work multiple jobs, just to be able to make ends meet.
There’s a mythology about zookeeping jobs, a narrative that seeps into the field and actively exploits people’s passion for the job: it tells people that they’re so lucky to be able to work with these rare and cool animals; that they’re greedy and ungrateful when they ask for more compensation because they’re privileged to get to have the job at all. It says that most people would give anything to have these opportunities, so current zookeepers are interchangable and easily replaceable. Ask for too much? Push for a living wage? There’s always someone willing to take your spot. Not all facilities perpetuate this mentality - some places do treat their staff well without intentionally manipulating them to stay them in unsustainable jobs, and there can be legitimate financial reasons that limit staff compensation (mostly at smaller facilities, afaik) - but it’s a reality in the field.
For a long time, this type of mentality towards staff was sustainable. There really were always more people wanting to work in the field. But now, after three years of pandemic stressors and inflation, it’s starting to be a problem. A lot of staff left during the last few years, and facilities are having a really hard time hiring people and retaining them for any duration. I think a large part of that is low compensation rates. People are prioritizing long-term financial stability and recognizing when their passion is being exploited.
When I first started on tumblr back in 2011, there was a whole group of us within the United States who were baby zookeepers or volunteering as industry hopefuls. We all became friends, and I’ve stayed in touch with, or at least aware of, most of them as their careers progressed. Of the 10-15 or so people in that cohort? I can think of three who are still employed in the zoo industry. Everyone else has moved on into other fields - often with great grief over the loss - because of the extreme emotional labor, the physical exhaustion, and the lack of appropriate compensation.
But I guess that annual pizza party, being featured on social media, and maybe getting additional snacks all week makes up for it all?
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what if optimus was a human teacher?
Well here is an interesting concept I am 100% going to go crazy with. This is a long one though so I'm going to break this up with a read more and a warning that this isn't going to go the way you might think.
Not So Normal Teacher
The Archivist in Optimus was bored.
Megatron had been quiet for over a year and not a spark had a thing to do until the Decepticons made a move. He had already reorganized the Autobot database three times and he couldn't exactly go wandering off with how much energon he used. He was stuck at base handling communications and mission assignment, and Primus, even the Matrix was antsy. He wanted something to do, anything really. And so after months of sitting around being driven half mad by lack of stimuli, he came up with an idea.
The Archivist in him wanted to teach, to preserve history, and to collect data. What better way to do all of that than by taking up a position as an educator? It was rather outlandish considering he was a Prime and from another world, but there was a school in the nearby human settlement hiring. He had no need for human currency nor was it particularly wise to go sign up as a teacher when the Decepticons could resurge at any moment. However he reasoned that if nothing else he would gain greater insight into human capability through his endeavors.
Ratchet was against his idea from the get-go but allowed Optimus to go through with it after he gave his reasoning and pointed out that he would actually use less energon if he kept his frame at base and worked elsewhere. Thus with Ratchet's begrudging assent, Optimus made himself a whole forged identity for his human holoform, plopped his real frame down in his berth, and got to work.
Orion Pax turned up to the interview looking his best, but despite his efforts there were still a few little things that set him apart. He was indeed professional in wearing a simple turtleneck sweater and jeans with a belt. However that was not what made the interviewer a little concerned, no it was fact that Optimus's hair looked like the American flag with the mixed red white and blue alongside the little markings on his face just under his eyes along with scars that had also transferred over. There was also the fact that his eyes were a little too bright, his movements a tad too stiff, and the way his voice seemed nearly melodic in nature.
However since Orion Pax managed to answer the interview questions perfectly, had a clean record, and was the embodiment of politeness and patience, he was accepted in short order. Thus Optimus got himself a job at Jasper Nevada Memorial High School as history teacher.
Orion Pax befriended the entirety of the teaching staff by the end of week one with his kind disposition, patience, and wisdom beyond his years. He assisted the math teacher in grading papers and even taught him a thing or two with all the patience in the world when the teacher began to struggle. He aided the English teacher by bringing her a cup of coffee and pointing out a small error in her class prep work. He helped the gym teacher get the court set up for the lesson that day and helped him organize the various equipment in record time. He stopped the science teacher from accidentally creating a deadly gas when the teacher passed out from exhaustion halfway through an experiment, leaving Pax to carefully clean up and then grade the teacher's papers for him. Then to top it all off, he assisted the music and arts teacher in her efforts to decorate her classroom for the school year.
The staff loved him, especially the school cleaners since Pax would always stay up late to help them clean despite their protests. He was the perfect co-worker, and quickly found himself as the most loved teacher once the school year started. His students were skeptical of the teacher who looked like he crawled out some sort of cosplaying event and had an American flag for hair, but they swiftly warmed up to him due to his manner of teaching.
Optimus hadn't actually done any real research on human methods of teaching, instead relying on his own experience. In a school as out of the way as Jasper Nevada High School, the regulations were not as strict and so long as students passed their exams, he was allowed to teach as he wished. He did have to adapt a few of his methods to account for human biological limits, but he quickly garnered the students interest with how he went about his teaching.
Using a holoprojector he adjusted to look more like a human one, Optimus, or rather Pax gave the children a more interactive experience. He was passionate as he showed them history in simulations and introduced them to old battles in complicated holographic maps. His classroom was covered in star charts and old documents, studies, and artwork. Every student was urged to find something historical that interested them and dive into it with all their passion and enthusiasm. No students were left unheeded and all their issues were accounted for. The social students were grouped together and given specific historical figures to study in a manner similar to what the archivists of Cybertron did. The less social were given special homework, being required to study a specific event and bring in all they had gathered.
Students with disabilities such as dyslexia and other reading or information processing impediments were personally tutored and grouped. Those who had issues reading were given a partner who would do the reading while they took notes and sectioned out data. Those who had trouble paying attention to certain subjects were given work in areas that had their interest. A child who found warfare to be of interest would be given to mission to look into the Art of War and compile an alternate battle plan for the assault on Rome. A child who preferred the more domestic texts was to come up with a whole biography that was time period accurate for a fictional character living in their chosen era.
Every student had their education specialized to suit them best alongside the general education Orion had them listen to.
Orion was not harsh, he didn't give homework in the manner of other teachers and instead gave the students one big project to complete over the year and smaller personal research projects to complete once a month. A good archivist doesn't rush his research, no, instead time and dedication is given to ensure everything is correct and proper. He did everything in his power to instill this into his students, never putting stern deadlines on anything and instead focusing on fostering interest and a desire for truth.
He wanted his students to love history, not despise it. He wanted them to learn from the mistakes of their ancestors and move forward. And most importantly he made sure to remind them to not be angry at the past and instead see it as an example of another time. For his efforts his students loved him.
It certainly helped that he tended to tell his students altered stories of Cybertron's history, changing bits and pieces to make it seem like a legitimate but long dead human civilization. His students were enraptured with his tales and the battles he made come to life with his projector. Even other teachers would come to listen if they had free time. However to keep his students on task, he only told them stories when the completed their other class's homework before his, thus leading to other teachers finding more success in their lessons too.
After particularly good performances from his students, he would quietly teach them pieces of his culture. He told himself it was just because it was something for them to do, but deep down he knew the real reason why he did this. He didn't want everything of his people to be lost if he were to lose the war. He didn't want everything his people did to be forgotten and washed away by the tests of time. If he was to fail... he wanted something to remain with his students.
Thus he taught them everything he could. He told the other teachers that it was from an ancient culture long forgotten that he was personally studying and come up with some forged documents to prove it. Then his students were introduced to the Ancient Cybertronian language and received extra credit for every work they submitted written in it. He altered the manner in which the glyphs could be processed and spoken while still keeping it as true as possible so that his students could speak it and read it. Then he offered them even more extra credit if they spoke the language in class.
It brought him no end of joy when one Rafael Esquivel made it his mission in life to learn and speak Ancient Cybertronian. If he wasn't long used to having to remain on task even while under increadible stress he would have devoted a great deal of his time to ensuring the boy understood everything perfectly. However he abstained and kept his focus, teaching all his students equally and making sure they were still learning their own history. If Rafael came to him after school to learn more, Optimus never rejected him and taught him happily, more than a little pleased when the boy's glyphs came out as perfectly as they could considering his biology when he spoke.
He also showed his students old dances from all across Cybertron. He altered them as much as he could and gave students different dances based on personality. Students got extra credit if they could perform a dance perfectly by the end of the school year. He never really expected any of them to do it, but by Primus he was surprised when Miko Nakadai turned up guns blazing and performed three different dances from different castes as perfectly as she could considering her biological restraints. She was a terrible study, but evidently her interest in dancing was increadible. Optimus may or may not have taught her a few more dances a little later just to see if she could do it, only to be shocked beyond words when she could indeed do it.
Lastly he introduced his students to Cybertronian art which had a heavy reliance on story telling. It was an end of the year project since his students managed to burn through the curriculum in less than six months and get mostly through the next year's work before the Principle asked Pax to slow down and teach them something else for a while. Optimus thought slowing his student's growth was ridiculous, but he complied and taught them how to engrave and paint in the manner of Cybertronians. It was shortly after he began teaching this that he was yet again surprised to find Jack Darby of all his students to be the one to perform best.
The boy was an excellent engraver, to the point where if Optimus were the kind of mech he might have even let Jack engrave his outer plating. He could get the glyphs nearly perfect every time and had a gift for painting that surpassed more than a few artists from Cybertron during the golden age. It shocked and awed Optimus more than he cared to admit, and much like with his two other exemplary students, he may have slid Jack over a printed copy of some other examples of Cybertronian art from the Autobot database.
He was a proud teacher, and a fragging good one too by any standard. But that was not all, he also cared deeply for his students and got to know all of them. Bonds were a serious thing on Cybertron, especially the ones found between mentor and student. Optimus took the time to understand every student he taught, to learn their likes, their dislikes, and what their situations were. By the end of his first year teaching he already saw his students as his little archivists. He stayed out of their personal lives as much as he could considering his place, but when needed he would answer a call for help.
A student who came in hurt would find their cast covered in loving little glyphs that spoke of wishes and prayers from Cybertron. A student who had a mental illness would be given plenty of small gifts and attention to help them look on the bright side. Students with body image problems were welcomed with love, always receiving a compliment when they entered. Every student was seen to and cared for, especially in the odd case where they came to him for help.
He said he wouldn't get involved, but he was a Prime, he couldn't leave anyone in need of aid. During the singular instance where a student called him in tears at the end of the school day weeping because of their abusive parent, Optimus didn't even hesitate. His holoform was reabsorbed and his real frame moved out. He transformed and drove as fast as he could until he reached the student's residence, at which point he remade his holoform, called authorities, and may or may not have busted down the door to get his student out of there before they could be hurt further.
Not a spark touched one of his little archivists. And while he did get a fine for trespassing and property damage, Optimus had no regrets. It certainly made him feel like his actions were justified when he found a small bundle of flowers on his desk a few days later from the student he saved.
The team slowly began to get a little worried for him when he began gushing about his students around base and keeping their little gifts. When questioned he had nothing but praise for his students and in the end the team just let him be. Optimus still did the work that was needed of him around base, so why argue with him when he was far happier than any of the team had seen him in centuries. Ratchet did warn Optimus not to get attached, but by that point it was far too late if the small pile of thank you gifts and other assorted thing piled on Optimus's workstation was any indicator.
His students didn't know, but he adored their gifts. Gifts were special on Cybertron, and so for every gift he received, he returned. His little archivists were in his own mind, the best. As such when Megatron made his reappearance two years later just as his first batch of students were graduating, Optimus was actually angry.
How dare the fragger turn up and put his little archivists in danger!? It was unforgivable, especially when because of Megatron's actions, three of his students turned up at base and Optimus had to try not to sputter. Jack, Miko, and Rafael, his three most invested students when it came to Cybertronian culture. What started as a harmless little subject quickly had the children connecting the dots when it came to the team.
They thought what Mr. Pax was teaching them was rooted from Cybertronian influence, perhaps from him unearthing something from Cybertron long ago. They didn't know that Optimus was the one teaching them and still turning up to classes part time every other day after Megatron returned. How was he supposed to not get attached even more when he lived two lives, one as Mr. Pax the history teacher and one as Optimus Prime, the leader of the Autobots, both of which interacted with the children?
Optimus: Jack, have you turned in your school work for the week yet?
Jack: No... I've been having some trouble with glyphs.
Optimus: Oh? What are you learning?
Jack: My history teacher Mr. Pax has been teaching up about a long dead civilization that seems to have been influenced by you bots. He's been teaching us the language they used.
Ratchet: *glaring at Optimus* Oh really? I would love to hear more about it.
Miko: Yeah! The glyphs are boring, but Mr. Pax also taught us dances! See, look! *proceeds to perform a dance from central Iacon*
Bulkhead: Wait, isn't that a dance used by the-
Optimus: *holding a servo over Bulkhead's mouth* The ancient civilization I assume?
Miko: Yep! Its super fun!
Rafael: Mr. Pax also taught us how to speak the old language. I think I am fairly proficient. *proceeds to speak fluent ancient cybertronian*
Arcee: What the frag!?
Ratchet: I do believe we need to have a talk Optimus.
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Psychiatrist Meng-Chuan Lai has observed the recent rollout of laws restricting gender-affirming medical care in the United States with concern, he says. Some legislators have justified these bills, at least in part, by pointing to his work: In 2020, Lai co-authored a study that found transgender and other gender-diverse people are three to six times as likely to be autistic as cisgender people are. Lawyer Tom Rawlings, for example, says he read about Lai’s findings in Spectrum. Last spring, Rawlings helped draft Georgia’s Senate Bill 140, which passed in March and cites the overlap between autism and transness as one reason to ban gender-affirming hormone replacement therapy and surgery for minors. An Arkansas law that also passed in March similarly points to an autism diagnosis as grounds to withhold gender-affirming care from minors. And an “emergency rule” issued by Missouri’s attorney general in April — but terminated in May — would have mandated autism screening for anyone seeking gender-affirming care, including adults. Such policies are driven more by personal ideology than by anything his research suggests, says Lai, associate professor of psychiatry at the University of Toronto in Canada and a clinician at Toronto’s Center for Addiction and Mental Health. Researchers have known about the link for more than a decade. By one 2022 estimate, about 11 percent of trans people also have an autism diagnosis. “That research is real. We don’t dispute it,” says R. Larkin Taylor-Parker, legal director at the Autistic Self Advocacy Network. “It’s been going on for years, and it’s been replicated in multiple studies.” What’s new, they say, is that politicians are misusing the link to argue that “autistic people are incapable of making decisions about our own care.” That misuse has some scientists trying to figure out if — and how — they should push back. Anna van der Miesen, a postdoctoral researcher at the VU University Amsterdam in the Netherlands who has researched the link between autism and transness, says that if your research data are used to pass laws, and “the actual study had nothing to do with the laws at all,” then it’s time to speak up. “We have a responsibility to communicate what the data says, and what it does not say, to the general public — and also to policymakers,” she says.
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sculkapologist · 8 months
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Was suddenly possessed with the desire for a lil set of profiles for everyone in the Corrupted World minecraft AU!! you can probably tell by their names that these guys started life in the Bendy fandom, but then we got really carried away with MINECRAFT LORE...
the Basic Premise of Corrupted World AU is that when a bit of code gets corrupted, or degrades over time, the world replaces that code with something similar -- a corrupted bit of grassland will be overwritten by the code of nearby grassland. This works fine for most things, but there's nothing else like a Player in the world of Minecraft.................... these little bits of encroaching mob data have been mostly benign, until Joey's curiosity stretches the world to its limits, and the world's corruption becomes more aggressive.
Some basic notes on everyone under the cut!
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Jack is an old player whose code changed so slowly that he honestly can't remember a time when he wasn't a little sheepy. A peaceful, friendly guy who loves to explore and makes contacts wherever he goes -- moving from village to village, build to build, to bring items he's found in his travels to trade and sell, sounding his own broken goat horn to announce his wares. Thanks to Jack, the world's far-flung players might be able to start to connect again...
(design by Mochi and Shazz, character by Mochi)
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Sammy is a grumpy and strangely cautious player who keeps to himself ever since he escaped from an Ancient City..... changed. He was once an adventurous builder with an exacting sense of aesthetics, but now he's just trying to survive quietly with his sheep. Afflicted with painfully sensitive hearing and infected with sculk, he hides in an underground, wool-insulated home out in the hills and lives the most pacifist life he can manage, avoiding any death that could spread the sculk in his body.
(design and character by Shazz (me!))
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Henry was always driven to look out for others, and when he died defending a village from attack, the grateful villagers helped to revive him the only way they knew how. He kind of wishes they'd just let him respawn... not realising some glitching armour had scrambled his health too badly to come back normally. In any case, Henry's gotten attached to the village... becoming more protective of the people there... almost unwilling to leave.
(design by Maf and Shazz, character by Maf)
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A bit of a loner with a strange sense of humour, Norman often lingered near the ocean and didn't notice the little changes like not needing air when his water-breathing potions should've run out... until the corruption of his code made it sort of impossible for him to return to land. That's alright; he's perfectly happy to hassle the others when they wander into his territory.
(design by Shazz and Boo, character by Thren)
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Wickedly clever with a knack for experimentation, Susie was left stranded in the Nether a long time ago and was determined to thrive even in that hellish domain -- and thrive she did. Now she's gotten a bit of reputation even on the Overworld, both for a mastery of potions and magic, and a cruel willingness to take what she wants.
(design by Boo and Thren, character by Thren)
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Ever since Joey defeated the Ender Dragon and heard that conversation between two mysterious voices, he hasn't been able to let go of the idea that there is something more beyond this world of blocks and code -- but this charismatic dreamer has been prying at the world's secrets well before that. He convinced Susie to join him as the first to explore the Nether, talked Sammy into delving into an Ancient City with him, and tried to get Henry to join him in his quest for the End, gifting him code-modified armour that was better than anything his old friend could get. For some reason, though, they all lost contact, and Joey found himself alone in the End, where more code experiments in a land where only one mob is really prevalent had... an effect on him....
(design and character by Boo)
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Pete isn't a player at all, he's a villager... but one day he found himself outside of his village, suddenly realised how big the world is, and couldn't resist the urge to explore. He's close with Jack, and has joined up with him on some expeditions to aid his own work as a cartographer. Without the ability to respawn, though, it's significantly more dangerous for him, and the two of them MAY have poked into some evoker magic looking for an alternative...
(design and character by Thren and Mochi)
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Linda is deeply interested in the world's history, curious what sort of people or ancient players must've once populated the ruins, and she's also an experienced crafter with a penchant for metalworking. While the world of Minecraft has no real concept of monogamous relationships, she's settled with Henry as her one-and-only... which works out now that he's partially made of metal. Linda hadn't experienced any code corruption until data replacement became more aggressive, and it's still subtle for now. But it's handy to be able to touch things that are burning hot without taking damage!
(design by Shazz, character by Thren and Maf)
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Fixing Sammy should be easy enough, Joey thought. Some of his data was corrupted by sculk -- if they can find that lost data in the code somewhere, it just needs to be reintegrated with Sammy. Attach it to an eye of ender, replace one of Sammy's eyes with the eye of ender -- simple! A complete Sammy! ...the lost data itself had other ideas. This strange construct that collected around the eye Joey provided is a mix of Sammy's lost data, garbled junk data, and -- he claims -- the remnants of an Ancient Player from the days when end cities were populated, before everything went so wrong and Minecraft's world became so lonely. His speech is glitchy and garbled, struggling to describe a Game and Code and a True Player that he believes must reset a world that has been "running too long." In lieu of a username, this apocalyptic anomaly goes by "the Prophet".
(design and character by Shazz)
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getvalentined · 1 month
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I understand people giving Lucrecia the benefit of the doubt with regard to what she did to Vincent, just like I understand people not realizing how undeniably fucked up Gast was, but the important thing to keep in mind about these characters is that the majority of them are written as being in the throes of some pretty extreme cognitive dissonance.
It's not bad writing, it's that they're hypocrites. They reached a moral event horizon at some point, and they did what they felt they had to do when crossing it.
Gast abandoned a child because he wasn't what he wanted—even having raised Sephiroth up until that point and knowing that he was a pretty normal kid overall, as we can see from his behavior as a young teen in Ever Crisis, Gast still couldn't bear to continue to be responsible for a monster. He knew what Hojo was capable of, because he knew about what happened to Vincent, because it happened in his lab, and he left a literal child in his care anyway. Sephiroth's only crime was not being what Gast thought he was, and Gast damned him to a lifetime of torture under a "father" whose only goal was to use him to prove his own genius. Why? Because Gast had a goal, and the goal was what mattered, the ends justified any means he could devise. He was a man obsessed, driven to the verge of madness in his lust for the Promised Land. A religious zealot with the most powerful scientific team in the world at his disposal, ready to prove him right—and then he wasn't right, and the whole world fell apart underneath him. Ifalna gave him back that stability, because she was a real Ancient, and she gave him a new, better child to care for. A child that wasn't a monster, a child that was his, a child that might one day lead him to the Promised Land, if her mother didn't do so first. When Aerith was born, Gast got to be right again, and therefore all was right with the world. Sephiroth (like Genesis before him) may as well have never existed at all.
Lucrecia openly experimented on a man who loved her enough to die for her, going so far as to apparently use data from those experiments to improve her own academic standing, because she couldn't bear the guilt of being responsible for his death. It wasn't about whether it was the right thing to do, it wasn't about whether she loved him back, it wasn't even about her thesis at that point—she just couldn't continue to live having lost everything as a result of her own impatience, her own lack of regard for everyone around her. She killed her mentor through her own impatience, she gave up her son for experimentation, she didn't stop her husband from experimenting on her ex-lover, and she had nothing to show for it but crippling Jenova toxicosis and an equally crippling cowl of regret.
I could even go into Hojo here, how what he did to Sephiroth was a result of struggling to escape Gast's shadow, how what he did to Vincent was a result of him struggling to prove that he deserved his wife, how everything he did was born from the all-consuming need to do just one thing for which no one else could take credit. Hojo got the director position not because he earned it, but because Gast ran away. Hojo got Lucrecia not because he wooed her, but because he didn't have eyes like the unrequited first love that she killed. Hell, Project S only happened because Project G failed! Nothing Hojo has ever had that was worth anything was because of his work, only because the work of others failed. Why do you think he talks about "failures" the way he does? The failure of others is the only reason he's gotten so far, and he knows that any failure of his own will knock him right off that pedestal—and he's terrified.
None of these people are good people. I don't know that any of them ever were. But in their eyes, everything they did was justified, they took the right course of action, because they took the only course of action that their personal understanding of reality would allow them to take.
Were any of them actually right? Probably not. Certainly not, in some cases. But there's no going back on it now. The arrow has left the bow of the goddess, and there's no calling it back.
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qqueenofhades · 2 months
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People are apparently saying "well I'm not gonna vote/vote for trump if tik tok is banned!"
I'm pretty sure they were already going to do that, this is just their excuse of the week
But more importantly, if a stupid app matters more to you than the actual lives trump and the republicans will deliberately destroy, well that says more about them don't it?
But wait... I thought they weren't going to vote because of Gaza/because Biden hasn't personally forgiven THEIR student loan/because something something corporate centrism/because something something garble garble??! Does this mean their excuses just change by the week according to whatever's in the headlines and have no actual logical coherence or adherence to a guiding principle? Surely you jest, good internet sir and/or madam. Shocking.
Anyway, also... they realize that this effort is being spearheaded by Republicans and is pretty transparently an attempt to get another huge social media platform (after the Bird App Formerly Known as Twitter) into the ownership of an ex-Trump Cabinet official and an investor group with Russian ties? And that voting for Trump would directly play into those people's hands? And that... wait, never mind. I still expect logic or reason to have any place in this discussion, and it doesn't. Just tell me Why They Aren't Voting For Biden!!! next week and maybe I can get ahead of the curve for once.
This, however, is likewise why I oppose this rushed and Republican-driven move to "ban TikTok!!" in a highly consequential election year and think somebody needs to talk some sense into Biden and/or the Senate that this is a stupid idea and should be shelved (or at the least, heavily revised or modified). Yes, TikTok being owned by a group with Chinese government ties isn't great, but there's no morally pure ultra-megacorp that's going to rush in to fill the void. Forcing the Chinese owners to divest will just create an opening for Trump's ex-Treasury Secretary and his Russian businessmen buddies to step in instead, and I don't know about you, but I don't think that's a net positive in terms of keeping Americans' personal data out of the hands of hostile foreign entities. We already have Musk shilling for the alt-right and the Russian government every chance he gets, using Twitter to prop up their narratives and their operations, and selling TikTok to a Trump/Russian-linked consortium in fucking 2024 would be an incredibly massive own goal and give MAGA and company virtually hegemonic control over American social media content. That is why I think this is a stupid idea and should be opposed, but also, I agree that people who are using this as their Excuse of the Week to not vote were deeply, deeply unlikely to vote in the first place.
This is also a perfect example of why "well now I won't vote >:[!!!!" as a threat/temper tantrum backfires every single time. If there are young people who are concerned about TikTok possibly being banned, and their response is to immediately throw temper tantrums about not voting, all that does is reinforce to elected officials that young people never vote, there is no need to make legislation that champions their interests, and they don't need to fear any electoral backlash because these people have already spent years announcing their intention to Not Vote at every opportunity and clearly aren't about to start now. They remove themselves further from the civic process at every turn, and they reinforce the narrative that young people as a group are not worth having their concerns or ideas prioritized, because even when politicians do other things that young people like and/or support, young people are poised to turn against them and urge No Vote!!! :( at the drop of a fucking hat. So, yeah. "Don't vote!" is always a stupid and self-defeating message, but I can't see how it's possibly supposed to convince politicians that a group of people already predisposed not to vote is going to make any difference from what they already do. So yeah. Like. Not that this surprises me, but it's literally the same threat they've echoed at every single turn, doesn't represent anything new, and will probably be changed 10 times before the election anyway.
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youareprobablywrong · 26 days
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Is the Gaza Ministry of Health Lying about Casualty Data?
No. There is no evidence to suggest that this is the case. Arguably, the real time reporting on the ground would indicate that the data is likely very accurate, if not still underreported. The MoH (Ministry of Health) has been verified in previous conflicts has having been accurately reported. This verification has been done by independent parties, but most specifically Israel and the United States.
What would be some red flags for faked data?
Some noticeable trends would be:
Absence of statistical outliers
Near uniformity in reporting
Increases/decreases that do not make sense given contexts
First and second order digit comparisons
Why would MoH or anyone lie about casualty data?
Those who have attempted to cast doubt on Gaza's reporting have done so to delegitimize their entire system. They allege that Gaza's Ministry of Health has in their best interest (for the sake of propaganda and to sway the world) to fabricate through casualty reporting the severity of the destruction so as to paint Israel as the aggressor.
While the motive is surely true, the data at present does not support the idea that this is what the MoH is doing.
What is true is that the quality of data being reported has decreased over time. This is in part driven by the near total collapse of the health system in Gaza. It is the health system (actual doctors and nurses) that is responsible for reporting deaths. Their method for reporting is consistent with other countries (like Israel, United States, EU, etc.) in which they have a name, and a personal identification number (Palestine's version of a social security number). This information is verifiable.
There is also satellite imagery that validates the level of physical destruction. This objective means of assessing the spread of damage would, for reasonable people, give the impression that there would be significant numbers of dead and injured.
As of today, that number stands at more than 110,000 casualties (34,000+ dead and 76,900+ injured).
The facts are that the average daily number of people killed and injured has decreased significantly over time. This is while also seeing a higher ratio of killed over injured which suggests that the IDF is using better intelligence and better ordinance to strike legitimate targets. To be fair, two months of carpet bombing that occurred from the outset has left the IDF with no other choice as doing this also diminished Israel's capacity to perpetually monitor every single person within the Gaza Strip.
So, if you hear someone alleging that the Gaza Ministry of Health is fabricating their casualty numbers, kindly tell that person to fuck off. This is simply a rhetorical device that is meant to divest the people of Gaza of any legitimacy, indeed their humanity.
If, as the news has been reporting for several weeks now, Israel executes a ground assault into Rafah, we should expect to see casualty numbers increase with significant spikes, followed by precipitous decreases.
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