#student security AI

[rydotinfotech]

Empowering Students and Teachers: The Role of Face Recognition Attendance System in Educational Institutions 

Introduction: 

The education sector is undergoing a transformative shift, integrating advanced technologies to streamline operations and improve learning outcomes. In India alone, there are over 14 lakh (1.4 million) schools and colleges, yet a significant number still struggle to provide efficient educational facilities. According to the Ministry of Education, only a fraction of institutions have access to advanced technological tools, leaving many reliant on traditional, manual processes. 

Educational institutions often face administrative challenges that impact the quality of education. One such challenge is attendance management, which remains a time-consuming, error-prone manual task in many schools and colleges. The inefficiency of manual attendance can lead to reduced instructional time, administrative burdens, and data inaccuracies. 

With the rise of smart technology in education, the Face Recognition Attendance System (FRAS) is revolutionizing the way institutions operate. Using biometric facial recognition technology, these systems verify the identity of students and faculty, automatically recording attendance data into a database. This automation not only reduces human errors but also enhances the security and efficiency of institutional operations. 

The Growing Adoption of Facial Recognition Technology 

Facial recognition technology has witnessed a significant rise in adoption worldwide. According to MarketsandMarkets, the global facial recognition market size is projected to grow from $5.43 billion in 2022 to $6.28 billion in 2023, with a compound annual growth rate (CAGR) of 15.5%. Another report by Statista estimates that by 2028, the market will reach $12.92 billion, indicating increased reliance on AI-driven identification systems across industries, including education. 

What is Facial Recognition & How Does It Work? 

Facial recognition is a biometric technology that identifies individuals by analyzing unique facial features. It's widely used in various applications, from unlocking smartphones to security systems, and is now being adopted in educational settings for efficient attendance management. 

How Does It Work? 

The process involves three primary steps: 

Detection: Capturing an image of the individual's face. 

Analysis: Mapping unique facial features to create a digital template. 

Recognition: Comparing the digital template against a database to verify identity. 

By utilizing Automatic Facial Recognition (AFR), attendance tracking becomes seamless, minimizing human intervention while ensuring accuracy and security. 

Embracing the Future: Why Educational Institutions Thrive with Facial Recognition 

The Ed-Tech sector is experiencing significant growth, with institutions worldwide adopting smart attendance systems to enhance operational efficiency. A facial recognition attendance system simplifies attendance tracking and streamlines administrative tasks, allowing educators to focus more on teaching. 

By leveraging AI-driven attendance solutions, institutions can achieve real-time tracking, reduce administrative burdens, and improve security, thereby fostering a smarter and more efficient educational environment. 

Read More: How Artificial Intelligence is Transforming Business 

Discover the Astonishing Advantages of Face Recognition Attendance Systems 

Adopting facial recognition in educational institutions offers numerous benefits, including automation, enhanced security, and improved operational efficiency. The use case and benefits of facial recognition in schools for educational purposes is one of the best decisions you can make.  

Because it helps you in various ways, such as… 

7 Benefits of Face Recognition Attendance Systems for Schools & Universities 

#1. Real-Time Attendance Tracking 

Automated facial recognition enables real-time attendance tracking, ensuring accurate data collection without manual intervention. Institutions can access attendance records remotely, facilitating better management and transparency. 

#2. Increased Teaching Efficiency 

On average, teachers spend 15–20% of class time on administrative tasks such as taking attendance. Automating this process allows educators to focus more on teaching, leading to better student engagement and learning outcomes. 

#3. Cost-Effective Administration 

Hiring administrative staff for attendance management can be costly. By automating attendance tracking, institutions can save on administrative expenses, increasing their overall return on investment (ROI). 

#4. Enhanced Accuracy and Data Security 

Manual attendance methods are prone to errors, manipulation, and proxy attendance. With AI-powered facial recognition, accuracy is significantly improved, ensuring genuine attendance records and reducing discrepancies. 

#5. Improved Student Safety and Parental Assurance 

Beyond attendance tracking, facial recognition enhances student safety by monitoring access to school premises. Parents can receive real-time updates about their child’s attendance, ensuring greater transparency and security. 

#6. Streamlined Institutional Workflow 

Aside from student-wise attendance with class management, task management, course management, payroll calculation for college staff and administrative employees, tracking the exact working hours of in-house as well as guest lecturers, streamlining the duration of courses, and so on, administrative staff have many other important tasks. But with the help of a touchless face recognition attendance system, one can easily automate all their tasks and can generate reports as well. 

As a result, the attendance system helps teachers and staff to focus on what’s important. 

#7. Automated Report Generation 

Traditionally, attendance reports required manual compilation, making it difficult to track patterns and trends. Facial recognition systems automate report generation, providing instant insights into student attendance trends, faculty punctuality, and academic performance correlations. 

The increasing adoption of AI and biometric technology in education is paving the way for smart campuses. According to Research and Markets, the global smart education market is expected to reach $702.6 billion by 2028, driven by the demand for advanced learning solutions and automation. 

Join Us in Creating a Brilliant Smart Face Recognition Attendance System: Let’s Shape the Future Together! 

At Rydot Infotech, we are committed to transforming the education sector with cutting-edge AI-powered attendance solutions that enhance efficiency, security, and accuracy. With over five years of experience, our dedicated team has tackled some of the most complex challenges in education technology trends and delivered smart education solutions that empower institutions to streamline administrative workflows effortlessly. 

Our flagship application, TURNOUT, is a revolutionary face recognition attendance system designed to automate attendance tracking, enhance student security AI measures, and optimize school management software. By integrating deep learning attendance monitoring and biometric student tracking, our solution ensures real-time, error-free attendance management, eliminating manual inefficiencies and enhancing overall productivity. 

A Dream-Come-True Application with Extraordinary Features Such As: 

Student & Department Management 

Class & Lecture Management 

Leave & Shift Management 

Course Management  

Library, Seminar Hall 

Computer Labs Attendance Management 

Comprehensive Reports (Subject-wise, Student-wise, etc.)  

Generate real-time analytics for informed decision-making. 

Our cloud-based TURNOUT– Time & Attendance Solution integrates seamlessly with biometric attendance education systems to provide a secure school attendance system that also supports visitor management and access control. By leveraging contactless student identification and automated attendance solutions, our platform eliminates administrative bottlenecks and enhances institutional efficiency. 

Whether you're a school, college, university, or enterprise, our AI attendance system adapts to your needs, ensuring seamless integration, reduced errors, and real-time attendance tracking. 

Join the growing number of institutions embracing education technology innovations to revolutionize attendance management! Schedule a demo today or reach out to us at info@rydotinfotech.com to discover how TURNOUT can transform your institution. 

[vague-humanoid]

At the California Institute of the Arts, it all started with a videoconference between the registrar’s office and a nonprofit.

One of the nonprofit’s representatives had enabled an AI note-taking tool from Read AI. At the end of the meeting, it emailed a summary to all attendees, said Allan Chen, the institute’s chief technology officer. They could have a copy of the notes, if they wanted — they just needed to create their own account.

Next thing Chen knew, Read AI’s bot had popped up inabout a dozen of his meetings over a one-week span. It was in one-on-one check-ins. Project meetings. “Everything.”

The spread “was very aggressive,” recalled Chen, who also serves as vice president for institute technology. And it “took us by surprise.”

The scenariounderscores a growing challenge for colleges: Tech adoption and experimentation among students, faculty, and staff — especially as it pertains to AI — are outpacing institutions’ governance of these technologies and may even violate their data-privacy and security policies.

That has been the case with note-taking tools from companies including Read AI, Otter.ai, and Fireflies.ai.They can integrate with platforms like Zoom, Google Meet, and Microsoft Teamsto provide live transcriptions, meeting summaries, audio and video recordings, and other services.

Higher-ed interest in these products isn’t surprising.For those bogged down with virtual rendezvouses, a tool that can ingest long, winding conversations and spit outkey takeaways and action items is alluring. These services can also aid people with disabilities, including those who are deaf.

But the tools can quickly propagate unchecked across a university. They can auto-join any virtual meetings on a user’s calendar — even if that person is not in attendance. And that’s a concern, administrators say, if it means third-party productsthat an institution hasn’t reviewedmay be capturing and analyzing personal information, proprietary material, or confidential communications.

“What keeps me up at night is the ability for individual users to do things that are very powerful, but they don’t realize what they’re doing,” Chen said. “You may not realize you’re opening a can of worms.“

The Chronicle documented both individual and universitywide instances of this trend. At Tidewater Community College, in Virginia, Heather Brown, an instructional designer, unwittingly gave Otter.ai’s tool access to her calendar, and it joined a Faculty Senate meeting she didn’t end up attending. “One of our [associate vice presidents] reached out to inform me,” she wrote in a message. “I was mortified!”

[munaeem]

Social Media and the Visa Tightrope: Freedom vs. National Security

The New Face of Visa Revocations In a striking move reminiscent of other contentious policies, the Trump administration set a controversial precedent by revoking hundreds of visas based on social media activity. This decision was not merely a bureaucratic shift; it fundamentally reshapes the relationship between personal expression and national security. Think about it: critical posts about the…

[jatanshahskill]

Skill Nation Reviews | Use your Analytical skills

Use your Analytical skills to secure a great job & climb up the corporate ladder. Have your certificate act as a proof of your knowledge.

[marvelsmostwanted]

Today in 🍂✨October surprises✨🍂

• Secretary of Transportation Pete Buttigieg and Secretary of Labor Julie Su quietly assisted in winning labor rights for dockworkers, ending a strike that could have had catastrophic economic consequences. (10-4-24)

• In Springfield, Ohio, where Haitian migrants have been blamed for the disappearance of local animals with Trump claiming “‘migrants are walking off’ with geese in the town” and “they’re eating the dogs” - a lie also promoted by JD Vance, Ohio’s own sitting Senator, with no evidence - it turns out that the missing geese were actually the victims of a 64-year-old white man who was hunting illegally. (10-3-24)

• A Trump-appointed federal judge blocked Biden’s student loan forgiveness plan again after another judge reinstated it earlier this week. (10-3-24)

• Republicans and crazy Facebook uncles everywhere have spent this week spreading disinformation about the FEMA response to Hurricane Helene, including AI photos of Trump standing in floodwater and wild claims that Biden is sending money to undocumented immigrants. In reality, the Biden-Harris administration has provided substantial emergency assistance and both Biden and Harris have visited the region. Meanwhile, it turns out that Trump was the one who redirected money from disaster relief to send to ICE during his presidency. Shocker. (10-4-24)

• Seriously, though, Trump is not who you want to call in an emergency. Before allowing disaster relief to reach victims of wildfires in California, then-president Trump forced aides to show him an electoral map to see if he had voters there. He evidently intended to withhold the aid if he found out it was going to mostly Democratic voters. This would be a career-ending scandal in any other political era but alas, we are living in this one. (10-3-24)

• Finally, far-right extremist and Oklahoma superintendent of schools Ryan Walters intends to put Bibles in public schools, which is already disturbing, but in a stunning display of corruption, the only ones that meet his specifications are the so-called “Trump Bibles” that include the Constitution and Declaration of Independence. They go for $60 apiece and Trump gets fees from each one. (10-4-24)

No, wait, I’m going to say that one again:

In Oklahoma, taxpayers’ money will be used to put Trump Bibles in public schools. Their money will go directly to Trump. Not a joke!!! Not an exaggeration!!!

…Surely the voters who are still undecided are lying, right?? Right?!

30 days until Election Day.

Go to vote.org for a sample ballot, early voting dates, and more. Seriously, we have to win.

[news4nose]

More and more Schools are using AI technology to change the way we teach and learn . Do you know why?

AI-powered applications empower students to acquire new skills. This technology can serve as a bridge, helping students confidently develop abilities they might be unsure about.  

[kenyatta]

The video starts with bold red letters blaring: “2016 Democrat Primary Voter Fraud CAUGHT ON TAPE.” A series of blurry security footage follows, showing blatant instances of ballot stuffing. The only problem: The clips actually depict voter fraud in Russia. A quick Google search would have easily revealed the dubious source of the video, along with news articles debunking its claims. But when researchers from Stanford studying young people’s media literacy — the ability to accurately evaluate information in the wilds of mass media — showed the video to 3,446 high school students, only three succeeded in identifying the Russian connection. “There is this myth of the digital native, that because some people have grown up with digital devices, they are well equipped to make sense of the information that those devices provide,” says Joel Breakstone, who led the 2021 study. “The results were sobering.” It’s a startling reality about Gen Z, backed up by multiple studies and what we can all see for ourselves: The most online generation is also the worst at discerning fact from fiction on the internet.

also:

While social media may make news more accessible, there’s also little quality control to the information on the platforms. And although people of all ages are bad at detecting misinformation — which is only getting harder amid the rise of AI — members of Gen Z are particularly vulnerable to being fooled. Why? There’s a dangerous feedback loop at play. Many young people are growing deeply skeptical of institutions and more inclined toward conspiracy theories, which makes them shun mainstream news outlets and immerse themselves in narrow online communities — which then feeds them fabrications based on powerful algorithms and further deepens their distrust. It’s the kind of media consumption that differs drastically from older generations who spend far more time with mainstream media, and the consequences can be grim.

and one more bit:

Young people aren’t solely to blame for their lack of digital literacy. In school, students are taught to read closely and carefully — which misinformation researchers say has unintentionally enforced the idea that students should drill into a single video and determine its accuracy with their eyes, rather than leave the page and open Google. The technology of misinformation is advancing rapidly, and it is becoming impossible to differentiate what’s true from what’s false with mere observation. For older generations, who came to the internet later in life, there’s still at least some natural skepticism toward what they see online. For the youth, it must be taught. Gen Zers are uniquely vulnerable to misinformation compared to older age groups not just because of their social media habits, says Rakoen Maertens, a behavioral scientist at the University of Oxford, but because they have fewer lived experiences and knowledge to discern reality.

[mostlysignssomeportents]

Conspiratorialism as a material phenomenon

I'll be in TUCSON, AZ from November 8-10: I'm the GUEST OF HONOR at the TUSCON SCIENCE FICTION CONVENTION.

I think it behooves us to be a little skeptical of stories about AI driving people to believe wrong things and commit ugly actions. Not that I like the AI slop that is filling up our social media, but when we look at the ways that AI is harming us, slop is pretty low on the list.

The real AI harms come from the actual things that AI companies sell AI to do. There's the AI gun-detector gadgets that the credulous Mayor Eric Adams put in NYC subways, which led to 2,749 invasive searches and turned up zero guns:

https://www.cbsnews.com/newyork/news/nycs-subway-weapons-detector-pilot-program-ends/

Any time AI is used to predict crime – predictive policing, bail determinations, Child Protective Services red flags – they magnify the biases already present in these systems, and, even worse, they give this bias the veneer of scientific neutrality. This process is called "empiricism-washing," and you know you're experiencing it when you hear some variation on "it's just math, math can't be racist":

https://pluralistic.net/2020/06/23/cryptocidal-maniacs/#phrenology

When AI is used to replace customer service representatives, it systematically defrauds customers, while providing an "accountability sink" that allows the company to disclaim responsibility for the thefts:

https://pluralistic.net/2024/04/23/maximal-plausibility/#reverse-centaurs

When AI is used to perform high-velocity "decision support" that is supposed to inform a "human in the loop," it quickly overwhelms its human overseer, who takes on the role of "moral crumple zone," pressing the "OK" button as fast as they can. This is bad enough when the sacrificial victim is a human overseeing, say, proctoring software that accuses remote students of cheating on their tests:

https://pluralistic.net/2022/02/16/unauthorized-paper/#cheating-anticheat

But it's potentially lethal when the AI is a transcription engine that doctors have to use to feed notes to a data-hungry electronic health record system that is optimized to commit health insurance fraud by seeking out pretenses to "upcode" a patient's treatment. Those AIs are prone to inventing things the doctor never said, inserting them into the record that the doctor is supposed to review, but remember, the only reason the AI is there at all is that the doctor is being asked to do so much paperwork that they don't have time to treat their patients:

https://apnews.com/article/ai-artificial-intelligence-health-business-90020cdf5fa16c79ca2e5b6c4c9bbb14

My point is that "worrying about AI" is a zero-sum game. When we train our fire on the stuff that isn't important to the AI stock swindlers' business-plans (like creating AI slop), we should remember that the AI companies could halt all of that activity and not lose a dime in revenue. By contrast, when we focus on AI applications that do the most direct harm – policing, health, security, customer service – we also focus on the AI applications that make the most money and drive the most investment.

AI hasn't attracted hundreds of billions in investment capital because investors love AI slop. All the money pouring into the system – from investors, from customers, from easily gulled big-city mayors – is chasing things that AI is objectively very bad at and those things also cause much more harm than AI slop. If you want to be a good AI critic, you should devote the majority of your focus to these applications. Sure, they're not as visually arresting, but discrediting them is financially arresting, and that's what really matters.

All that said: AI slop is real, there is a lot of it, and just because it doesn't warrant priority over the stuff AI companies actually sell, it still has cultural significance and is worth considering.

AI slop has turned Facebook into an anaerobic lagoon of botshit, just the laziest, grossest engagement bait, much of it the product of rise-and-grind spammers who avidly consume get rich quick "courses" and then churn out a torrent of "shrimp Jesus" and fake chainsaw sculptures:

https://www.404media.co/email/1cdf7620-2e2f-4450-9cd9-e041f4f0c27f/

For poor engagement farmers in the global south chasing the fractional pennies that Facebook shells out for successful clickbait, the actual content of the slop is beside the point. These spammers aren't necessarily tuned into the psyche of the wealthy-world Facebook users who represent Meta's top monetization subjects. They're just trying everything and doubling down on anything that moves the needle, A/B splitting their way into weird, hyper-optimized, grotesque crap:

https://www.404media.co/facebook-is-being-overrun-with-stolen-ai-generated-images-that-people-think-are-real/

In other words, Facebook's AI spammers are laying out a banquet of arbitrary possibilities, like the letters on a Ouija board, and the Facebook users' clicks and engagement are a collective ideomotor response, moving the algorithm's planchette to the options that tug hardest at our collective delights (or, more often, disgusts).

So, rather than thinking of AI spammers as creating the ideological and aesthetic trends that drive millions of confused Facebook users into condemning, praising, and arguing about surreal botshit, it's more true to say that spammers are discovering these trends within their subjects' collective yearnings and terrors, and then refining them by exploring endlessly ramified variations in search of unsuspected niches.

(If you know anything about AI, this may remind you of something: a Generative Adversarial Network, in which one bot creates variations on a theme, and another bot ranks how closely the variations approach some ideal. In this case, the spammers are the generators and the Facebook users they evince reactions from are the discriminators)

https://en.wikipedia.org/wiki/Generative_adversarial_network

I got to thinking about this today while reading User Mag, Taylor Lorenz's superb newsletter, and her reporting on a new AI slop trend, "My neighbor’s ridiculous reason for egging my car":

https://www.usermag.co/p/my-neighbors-ridiculous-reason-for

The "egging my car" slop consists of endless variations on a story in which the poster (generally a figure of sympathy, canonically a single mother of newborn twins) complains that her awful neighbor threw dozens of eggs at her car to punish her for parking in a way that blocked his elaborate Hallowe'en display. The text is accompanied by an AI-generated image showing a modest family car that has been absolutely plastered with broken eggs, dozens upon dozens of them.

According to Lorenz, variations on this slop are topping very large Facebook discussion forums totalling millions of users, like "Movie Character…,USA Story, Volleyball Women, Top Trends, Love Style, and God Bless." These posts link to SEO sites laden with programmatic advertising.

The funnel goes:

i. Create outrage and hence broad reach;

ii, A small percentage of those who see the post will click through to the SEO site;

iii. A small fraction of those users will click a low-quality ad;

iv. The ad will pay homeopathic sub-pennies to the spammer.

The revenue per user on this kind of scam is next to nothing, so it only works if it can get very broad reach, which is why the spam is so designed for engagement maximization. The more discussion a post generates, the more users Facebook recommends it to.

These are very effective engagement bait. Almost all AI slop gets some free engagement in the form of arguments between users who don't know they're commenting an AI scam and people hectoring them for falling for the scam. This is like the free square in the middle of a bingo card.

Beyond that, there's multivalent outrage: some users are furious about food wastage; others about the poor, victimized "mother" (some users are furious about both). Not only do users get to voice their fury at both of these imaginary sins, they can also argue with one another about whether, say, food wastage even matters when compared to the petty-minded aggression of the "perpetrator." These discussions also offer lots of opportunity for violent fantasies about the bad guy getting a comeuppance, offers to travel to the imaginary AI-generated suburb to dole out a beating, etc. All in all, the spammers behind this tedious fiction have really figured out how to rope in all kinds of users' attention.

Of course, the spammers don't get much from this. There isn't such a thing as an "attention economy." You can't use attention as a unit of account, a medium of exchange or a store of value. Attention – like everything else that you can't build an economy upon, such as cryptocurrency – must be converted to money before it has economic significance. Hence that tooth-achingly trite high-tech neologism, "monetization."

The monetization of attention is very poor, but AI is heavily subsidized or even free (for now), so the largest venture capital and private equity funds in the world are spending billions in public pension money and rich peoples' savings into CO2 plumes, GPUs, and botshit so that a bunch of hustle-culture weirdos in the Pacific Rim can make a few dollars by tricking people into clicking through engagement bait slop – twice.

The slop isn't the point of this, but the slop does have the useful function of making the collective ideomotor response visible and thus providing a peek into our hopes and fears. What does the "egging my car" slop say about the things that we're thinking about?

Lorenz cites Jamie Cohen, a media scholar at CUNY Queens, who points out that subtext of this slop is "fear and distrust in people about their neighbors." Cohen predicts that "the next trend, is going to be stranger and more violent.”

This feels right to me. The corollary of mistrusting your neighbors, of course, is trusting only yourself and your family. Or, as Margaret Thatcher liked to say, "There is no such thing as society. There are individual men and women and there are families."

We are living in the tail end of a 40 year experiment in structuring our world as though "there is no such thing as society." We've gutted our welfare net, shut down or privatized public services, all but abolished solidaristic institutions like unions.

This isn't mere aesthetics: an atomized society is far more hospitable to extreme wealth inequality than one in which we are all in it together. When your power comes from being a "wise consumer" who "votes with your wallet," then all you can do about the climate emergency is buy a different kind of car – you can't build the public transit system that will make cars obsolete.

When you "vote with your wallet" all you can do about animal cruelty and habitat loss is eat less meat. When you "vote with your wallet" all you can do about high drug prices is "shop around for a bargain." When you vote with your wallet, all you can do when your bank forecloses on your home is "choose your next lender more carefully."

Most importantly, when you vote with your wallet, you cast a ballot in an election that the people with the thickest wallets always win. No wonder those people have spent so long teaching us that we can't trust our neighbors, that there is no such thing as society, that we can't have nice things. That there is no alternative.

The commercial surveillance industry really wants you to believe that they're good at convincing people of things, because that's a good way to sell advertising. But claims of mind-control are pretty goddamned improbable – everyone who ever claimed to have managed the trick was lying, from Rasputin to MK-ULTRA:

https://pluralistic.net/HowToDestroySurveillanceCapitalism

Rather than seeing these platforms as convincing people of things, we should understand them as discovering and reinforcing the ideology that people have been driven to by material conditions. Platforms like Facebook show us to one another, let us form groups that can imperfectly fill in for the solidarity we're desperate for after 40 years of "no such thing as society."

The most interesting thing about "egging my car" slop is that it reveals that so many of us are convinced of two contradictory things: first, that everyone else is a monster who will turn on you for the pettiest of reasons; and second, that we're all the kind of people who would stick up for the victims of those monsters.

Tor Books as just published two new, free LITTLE BROTHER stories: VIGILANT, about creepy surveillance in distance education; and SPILL, about oil pipelines and indigenous landback.

If you'd like an essay-formatted version of this post to read or share, here's a link to it on pluralistic.net, my surveillance-free, ad-free, tracker-free blog:

https://pluralistic.net/2024/10/29/hobbesian-slop/#cui-bono

Image: Cryteria (modified) https://commons.wikimedia.org/wiki/File:HAL9000.svg

CC BY 3.0 https://creativecommons.org/licenses/by/3.0/deed.en

[snail-day]

TW: Older Professor Yandere x College Student Reader, Abuse of Power, Spanking, Fingering, Manipulation, Infidelity. MDNI

A/n: This could be awful, but the brain worms in my hungover little noggin were munching away at this idea. Also, I thought dead dove was a universal term last night, and I had to (mortifyingly) explain what it meant to my friends 👍 and I feel like I definitely overexplained it. Enjoy!

✦ . 　⁺ 　 . ✦ . 　⁺ 　 . ✦

Thinking about controversial older yanderes... Like a professor in his 40s, married, with a couple of kids. You know the type. The kind who’s got everything—tenure, three published books, a whole career built on being the guy everyone respects. The guy who should really know better.

But then there’s you. Poor little nineteen-year-old you, sitting in the front row of his lecture hall, looking up at him with those big, wide, puppy-dog eyes. It’s barely the first day, and you’re already turning to the person next to you, asking if he’s going to go over the syllabus. He’s not. That’s something you should figure out on your own. But the way you looked so lost and helpless—God, it just did something to him.

He knows it’s wrong. He’s married. He has kids. A reputation to uphold. So why can’t he stop thinking about how you’d look with those pretty lips of yours wrapped around his cock? Why is he willing to risk everything he’s worked for just to have you?

It starts small. He tells himself it’s harmless. He watches you, admires the way you fumble through class. But it’s not enough. He’s always been a man who takes what he wants. So, when you turn in your first big paper, he decides to take matters into his own hands.

“AI-generated,” he says, shaking his head like it pains him. “I’m sorry, but I can’t accept this.”

You’re a mess, practically in tears, insisting you worked so hard on it. You did. Hours, maybe days of effort, all for him to dismiss it in one breath. But he just sits there, palms pressed together like he’s some kind of saint, telling you his hands are tied. “It’s academic integrity,” he says, like he’s not already imagining you on your knees.

You’re begging him for another chance. And, well, he’s a reasonable guy. Of course, he’ll help. “Why don’t you assist me with my research?” he offers. “It’s a great experience. We’ll get that grade sorted out.”

So, there you are. Alone with him in his lab most days, where his hands are always just a little too familiar. Brushing your hip as you reach for a chemical or guiding your hand over the keyboard when you “mess up” the data entry. And when he loosens the cap on a reagent just enough for it to spill, you’re flustered, stripping out of your stained clothes while he promises he’s not looking.

Except, of course, he is. His phone is propped up on the desk, recording every second. For “security reasons,” he says, but the truth is obvious.

You just keep messing up, though. The numbers are wrong, the experiments fail, the code has errors. Every mistake adds up until he finally sighs, exasperated. “I really hate to do this,” he says, sitting you down like a child about to be scolded. “But I think we need to address this another way.”

Next thing you know, you’re over his lap, his rough hand spanking your ass while his fingers slide into your dripping cunt. “You don’t want an academic violation on your record, do you?” he murmurs, voice low, while you sob out apologies. “I’m so sorry! It won’t happen again!”

The slick sounds of your body betray you, loud and lewd as he works you to your first orgasm. His hand is soaked, his palm stinging from the impact of spanking you. And he can’t help but notice how tight you are, tighter than anything he’s felt since his wife’s virginity all those years ago.

By the time he lets you up, your legs are shaky, your thighs sticky with slick. He’s already thinking about what he’ll do next time—because there will be a next time. You’ll be in his office tomorrow, lips wrapped around his cock like he imagined on that very first day.

Maybe, if you’re good, he’ll bump your grade up to an A. Or maybe he’ll fail you, just to make sure you stick around next semester. After all, who are they going to believe? A beloved tenured professor—or a naive little college freshman who can’t stop crying?

✦ . 　⁺ 　 . ✦ . 　⁺ 　 . ✦

Inspired by: Gojo, Geto, Nanami, Aizawa, Erwin

[superbat-lmao]

A Jayroy fic where Jade drops off baby Lian and they just.. retire.

There’s a really difficult conversation they have about dating and raising a kid and vigilante work and they decide screw it. It’s not safe to raise a kid around.

And by retire, I mean they disappear. Go to ground.

(Talia knows what it is to want the best for your child even if they have different opinions on what best is. She gets them off the grid and funded in some sort of suburban hellscape that takes the both of them a while to adjust to. They say they have a deep space mission and just, don’t come back.)

Roy works in a rehab clinic and Jason gets a degree in Literature. He becomes a professor at a small college, taking on graduate students and falling into academia.

They go to therapy, the make friends with other parents, they become normal people. And they have an insane security system for their house, and AI that scrapes cameras of their faces, and a modified basement that Roy compares to the Batcave exactly once that has a gym and space to work on equipment and a method of escape should it be necessary to uproot their lives again.

Because they want to be civilians, but that doesn’t mean that if their past lives come knocking, they’ll be caught unaware and too out of the game to defend themselves. In fact, because they don’t go on patrol, they’re at peak performance at all times and rarely injured more than a sprained wrist or paper cut. Gone are the days of concussions, GSWs, and stab wounds.

The superhero community doesn’t know what to do, what to think. Because all of their resources are expended elsewhere. And because space is a big place, and trying to find two humans in its vastness is an exercise in futility.

So Lian grows up normally. She’s a girl whose parents love her. And her problems are ordinary, like homework and sleepovers and playing soccer.

And when she’s in middle school, the same age as Roy and Jason were when they started superhero training, they tell her about their past lives. About the danger it will bring if they’re found. Because they promised never to lie to her, and to never let her get wrapped up in the vigilante scene.

They’re well adjusted people raising a normal daughter.

And they explain to Lian that they came from very large and complicated families. Families that did dangerous work, work that put anyone who knew about it at risk. And that Lian was a baby, and that all of that risk of their jobs, was not worth her life. That they loved her more than their families, their jobs, their previous lives. But that it meant they could be discovered, and that those old lives would be dragged back up again and she could get hurt.

Lian thinks of it like witness protection.

So Lian memorizes code names and pictures of people that may try and approach her. She learns the differences between friendlies and uglies. Between ex-family, and rogues. And she doesn’t ask questions, doesn’t look into things when her parents ask her not to. Because she trusts them to protect her. She trusts them like a well adjusted young girl who could very well ask her parents for more information, but doesn’t care about the answers because she trusts they’re not important. That it doesn’t change how much they love her or what their lives are.

There are a couple of versions of this:

1. Jason, Roy and Lian live out their lives happily and away from their families. They are never again vigilantes or found out by them.

A) Alfred dies and that is the only thing that almost breaks Jason, that he didn’t get to see the man again before he died.

2. The Bats track them down, ask them what they hell they were thinking, that they thought they were dead. To come home, be part of the family again. They’re told no - and the three of them disappear again to somewhere they’ll never be found.

3. Alfred finds them, says nothing to anyone and once a year, on Lian’s birthday, goes to visit. None of the Bats ever figure it out.

4. Alfred knows where they’re going from the beginning, he keeps them updated on their families and helps hide them from everyone. He never once tells a soul that Jason and Roy are alive. He is allowed to visit Lian sometimes and they are all happier for it.

A) When Alfred gets old enough, he tells Bruce he will be retiring. He asks that he is not followed, that no one from the super hero community is allowed to keep tabs on him. He tells him he’s sorry, but that it has to be this way. Alfred goes and lives the end of his life with Jason, they speak about literature every day, about Alfred’s parents about anything he wants to. Jason buries Alfred in England and Bruce Wayne gets an unmarked alert to its location.

5. The Bats find them, and never approach them. Each Bat basically figures out that Jason is alive, doesn’t say anything to the rest of the family, and keeps tabs on him and Roy. Once they realize that Lian exists, none of them ever breach that level of trust, even as they all grow into old age and move on with their lives.

6. Bruce finds them.

A) He waits for Jason in a cafe, watches him realize who he is and turn to look at the Roy Harper, who nods once and walks away. Jason approaches him and sits down. He asks how he found them. Bruce doesn’t say anything, just looks at his son, alive, seemingly happy. Tells him it was an accident, he had genuinely still thought they were in space, maybe dead, until someone plagiarized Jason’s work, submitted it through a Wayne Enterprises competition of some sort, and it flagged the system. It had been entirely work related, pure coincidence. No capes.

B) And Jason laughs and it’s lighter than Bruce has heard it in years. Jason asks how much Bruce knows about him now, how much intel he gathered before approaching him. Bruce says he knows about their marriage, their daughter, their jobs and habits. Jason nods and he’s smiling. Bruce doesn’t know what to do. He had checked the area, and there were no reports of anything approaching vigilantism, no anonymous casework, no decrease in crime, nothing to suggest the presence of the Red Hood and Arsenal. He hasn’t spoken to Jason outside of business in years, isn’t sure he knows how to anymore. And he looks happy, he’s alive, he’s a civilian.

C) He wants to ask him everything, ask him to come home, wants to know the man his son became. He asks Jason why. Why they disappeared. And Jason is still smiling and it’s honest and Bruce can’t stand to look at him and can’t help it either. So Jason tells him that they will never let their daughter into vigilantism. That they quit, and needed it to be absolute. That he and Roy couldn’t do this halfway, that if they loved their daughter they had to do only what was best for her, and that meant burning their old lives entirely, becoming civilians.

D) Their lives had been too complicated, too many people, too much history. So many ways for things to go badly, to leave Lian without parents or get her killed as leverage against them. And for as much as he and Roy had cared about the people in their lives, couldn’t stop caring about them, they knew that they would just drag Lian into all of the emotional problems that come with being a vigilante. That it wasn’t healthy, for any of them. That trying to do so would kill them. So they disappeared. And Bruce thinks of the pain he and his family had gone through over Jason, wondering how he was doing, if he was dead, hearing nothing and trying not to let it eat at them. But right now, his son is in front of him smiling, something he can’t seem to stop doing. Something Bruce never thought he’d see again.

E) And he has a son in law, a granddaughter. His son has a family, one he built himself. He looks healthy, he’s not closed off, he’s more open than Bruce thinks he’s ever seen him. It’s jarring, like Bruce is wrong footed. He doesn’t know what to say. Wants to tell him about everything that’s happened, to his brothers to their family, to Gotham and old contacts. Wants him back in the loop. Wants to ask about their lives, and college, and his wedding and his daughter. Bruce wants to know all of it. And he wants to know how he did it, how he hid himself so well in plain view.

F) And the detective in him will always prioritize the how over everything else. He wouldn’t be Bruce if he didn’t. So Bruce asks how. And Jason laughs, says he’s not going to tell him.

G) You know I can’t tell you that, old man.

H) He can’t let it go, Bruce can never let anything go, that’s his burden to bear. He tries to push old buttons, doesn’t notice he’s doing it. But Jason won’t stop smiling, won’t switch from civilian to vigilante. There is no trace of anger, of the Red Hood. He doesn’t look surprised and Bruce’s arguments, about flaws in his code, software, he’s just smiling. Won’t rise to the bait. And for once, Bruce has a feeling he’s only felt around Clark. A feeling of being outmatched. Jason knows all of his buttons, isn’t pushing a damn one. Isn’t letting Bruce push his either. It’s not even a stalemate. Bruce has no openings.

I) He starts telling him about his brothers, about missions and life developments. He tries to tell Jason everything. And Jason listens, hears everything he has to say. And Bruce asks him about himself, his life, his husband, his daughter. And he hears about NA and AA meetings, about therapy and raising an infant, and being a professor and his students about their friends and neighbors, about Lian’s friends at school. All of it. Except the how. And at some point, it’s been a couple of hours, but not very long at all, Jason gets a text. He doesn’t look at his phone. And Bruce knows that whatever spell had been cast over the cafe, whatever bubble of another universe he had crossed into, he was about to watch it close. Implode on itself with only him inside. Because Jason was about to leave. All of it, the cafe, the conversation, the smiling and the laughter, it was the one distraction that Bruce was liable to. And Jason has him right where he wanted him. It was something that wouldn’t work twice, and they both knew it.

J) And Jason says, I can’t stop you from telling anyone. I can’t stop any of you from looking for us, but this was the third life of mine that you ended. Of the two of us, I would go to greater lengths to protect my daughter. I am asking you not to make me do something you’ll regret. I am asking you not to look for us, not to tell anyone, not to put it in a report. I did not want to hurt you, any of you. And you have made that unavoidable. I know you, Bruce, and I have spent time healing from everything I’ve been through. I cannot allow you to pull me back into it, to pull the three of us back into your world. I know that this conversation won’t stop you, now that you know. So I’m sorry, I didn’t want to have to say this. I know who you are, who all of you are. It was never a question before, that I would keep your secrets. If you look for us, I will go public. It’s not just your life I’ll be placing at risk, it will be the entire league. I will burn every bridge, every alias. I have redundancies in place, you send a super my way you better be sure to send them all. You better be sure you’ve caught all my backups, all of Roy’s backups, everything. We have avoided you for years without triggering any of your, or the league’s, systems. I can’t predict another accident, but if you know what is best for you and everything you’ve built, you will prevent even that from happening. Do not force my hand.

K) Bruce stands, trying to memorize his son’s face. And then Jason is gone. Disappearing down a street and out of sight. And Roy is waiting for him, their house had been cleared of all traces, Talia has new lives set up for them and Lian is asleep in the backseat.

L) Their lives are busy for the next few weeks, traveling and covering their tracks and looking for new methods of being traced. And they change their names, change their lives, are prepared for the upheaval of being new people again. This time, it sticks. They watch Lian graduate school, college, get married, have children of her own. And the media is inescapable - they learn very little about their old families lives, but not nothing. There are funerals and weddings and probably so much more in private, things they will never know, never be part of again. And then they’re just old and together. Their grandkids visit, Lian visits, life is good and long and they are happy.

• Or, it sticks until one day, a spell is cast in Gotham and he’s standing on a rooftop, no mask, identity on full display, surrounded by other vigilantes in mixed states of gear and civilian status. Some being or other from another universe required all hands on deck in this universe and had used a spell to summon them all here.

• Jason spotted Roy appearing near him on the rooftop, both of them stunned. No one had noticed them yet, but their moment of indecisiveness and a moment of pure awareness on the Batfam’s part, meant there would be an inescapable confrontation. Batman seemed to notice them first and looked to Jason, who shook his head. It appeared Batman was trying to talk to the person who had summoned them all here, to argue they should be sent back or ask if it was possible.

• Jason moved himself and Roy towards Batman, doing their best to avoid looking at any of the other vigilantes at all, including but especially family. They walked into a tense conversation.

• You must send them back, they are civilians.

• Batman, you of all people understand the threat we are up against, if the spell believes they are necessary to combat X then they were brought here.

• I understand perfectly well, I am telling you to send them back. Having them here is a security risk, not during the fight, but after. This is not your universe, things are different in ways you can’t know of, this is one of those circumstances.

• Jason and Roy approach, Roy tapping his shoulder in a way that means he’ll follow his lead.

• He announces, You are in violation of the Hempstead agreement. You have one hour to return us to our previous location before we are a security risk.

• They can hear intakes of breath around them, some of the arrow clan and bat clan have approached, uncertain of what exactly is happening, but not comforted by the fact that Batman seems to understand the situation without telling any of them. The argument continues, Jason standing just behind Roy, separating him from the group slowly forming around them, people pushing their way to the center to see their son or brother again. Their friends.

• A decision is reached, It will take me 10 minutes to establish a connection strong enough to send them both through. Do not interrupt me while I prepare, follow me.

• And Jason and Roy are walking away, backs turned to their families. To their friends. There are shouts behind them, their names, other things they choose not to hear. It is all held at bay by Batman.

• They are speaking with the universe hopper, giving him a location to send them while clearly stating that he is not to give out that location to any of the vigilantes here, that violation of these terms will risk the hero community at large. The closer it gets to the ten minute mark, the more the riot behind them frays between silent understanding and desperation. Neither of them turns around, they can’t allow themselves to look. It is excruciating.

• Roy looks Jason in the eye and neither of them are fully able to stand it, but the fact that they’re not alone has to be enough. Jason can see the itch start, the overwhelming feeling that can’t be tolerated, the one that motivates people to seek out something that will just stop. He reaches out his hand, taps it against Roy’s and is met with one of the worst smiles he’s ever seen. It threatens to bring Jason to his knees, but Roy threads their hands together. The portal opens before them and without turning around, they step through.

• There is a shared panic attack, a moment of grief and regret where both of them realize just how greatly they hurt all of the people they used to care about. They break apart together and rebuild each other enough to pick up Lian from school and begin the process of torching their home. Whatever fight they had been summoned for had not happened yet, so they had a larger lead time than they had when Bruce had stumbled across them. But now, the entire hero community, many more points of being able to be convinced, was now aware they were both alive and on Earth.

[derinthescarletpescatarian]

This whole death game setup seems unnecessarily expensive. I mean there has to be some point between 'indefinitely turn a wing of the school into an impenetrable prison', 'legion of booby trapped animatronic bears for exposition purposes' and 'ironic individually themed execution systems for fifteen students Just In Case' where someone on the budget committee was like "couldn't we do this with the guns on the security cameras and maybe a digital feed of a rabbit-themed AI assistant"

[sayruq]

Meta identifies networks pushing deceptive content likely generated by AI

Meta (META.O) said on Wednesday it had found "likely AI-generated" content used deceptively on its Facebook and Instagram platforms, including comments praising Israel's handling of the war in Gaza published below posts from global news organizations and U.S. lawmakers. The social media company, in a quarterly security report, said the accounts posed as Jewish students, African Americans and other concerned citizens, targeting audiences in the United States and Canada. It attributed the campaign to Tel Aviv-based political marketing firm STOIC. While Meta has found basic profile photos generated by artificial intelligence in influence operations since 2019, the report is the first to disclose the use of text-based generative AI technology since it emerged in late 2022. Researchers have fretted that generative AI, which can quickly and cheaply produce human-like text, imagery and audio, could lead to more effective disinformation campaigns and sway elections. In a press call, Meta security executives said they removed the Israeli campaign early and did not think novel AI technologies had impeded their ability to disrupt influence networks, which are coordinated attempts to push messages.

[vague-humanoid]

Massive Blue lists “border security,” “school safety,” and stopping “human trafficking” among Overwatch’s use cases. The technology—which as of last summer had not led to any known arrests—demonstrates the types of social media monitoring and undercover tools private companies are pitching to police and border agents. Concerns about tools like Massive Blue have taken on new urgency considering that the Trump administration has revoked the visas of hundreds of students, many of whom have protested against Israel’s war in Gaza.

404 Media obtained a presentation showing some of these AI characters. These include a “radicalized AI” “protest persona,” which poses as a 36-year-old divorced woman who is lonely, has no children, is interested in baking, activism, and “body positivity.” Another AI persona in the presentation is described as a “‘Honeypot’ AI Persona.” Her backstory says she’s a 25-year-old from Dearborn, Michigan, whose parents emigrated from Yemen and who speaks the Sanaani dialect of Arabic. The presentation also says she uses various social media apps, that she’s on Telegram and Signal, and that she has US and international SMS capabilities. Other personas are a 14-year-old boy “child trafficking AI persona,” an “AI pimp persona,” “college protestor,” “external recruiter for protests,” “escorts,” and “juveniles.”

@el-shab-hussein @ubernegro @socialistexan @khazrablood

[reality-detective]

MON. 10 MARCH 2025: UNSTOPPABLE! 300,000 Military Troops Deployed as the EBS Countdown Begins—Unleashing the Greatest Revelation in Human History!

· The final chapter is here. The Emergency Broadcast System (EBS) is set to detonate a truth bomb so massive it will shatter the Deep State’s (DS) grip on humanity. The global takedown is in motion.

· Trump and the Military Execute the Final Phase: Under Donald J. Trump and a worldwide military coalition, 300,000 troops are executing the most decisive operation in history. March 2025 marks the moment the DS feared most. There are no escape routes left. Every move has been countered.

· The DS has tried false flags, financial collapses, and new pandemics to stop what’s coming. But every plan has been intercepted. The EBS activation is no longer a possibility—it’s inevitable.

· Deep State Strongholds Raided Globally: The military’s worldwide operations are exposing the darkest secrets of the DS:

· Ukraine: The Real Battlefield – Coalition forces uncovered underground bioweapon labs designed for mass extermination.

· U.S. Underground Bases Neutralized – From Denver Airport to Dulce, NM, DS trafficking networks and experimental labs have been eliminated.

· The Vatican’s Hidden World – Ancient tunnels beneath Vatican City reveal centuries of ritualistic abuse and financial corruption.

· Star Link: The DS’s Worst Nightmare: Elon Musk’s Star Link AI “Prometheus” has gained full control of global communications. DS assets attempting cyberattacks and retaliatory strikes have been intercepted and neutralized.

· EBS Will Reveal: Robotic Impostors: Evidence proving world leaders were AI-controlled puppets. Secret Space Program: Military raids on DS bases on the Moon and Mars have seized hidden spacecraft. Weather Manipulation Proof: Devices used to orchestrate hurricanes, earthquakes, and droughts have been seized.

· High-Profile Arrests Underway

· Rothschild and Rockefeller Dynasties – Their global financial empire is being dismantled.

· Hollywood Elites – High-profile figures vanishing from public view.

· Media Executives – CEOs arrested for coordinating DS propaganda.

· GESARA Begins: The People’s Wealth Restored

· Debt forgiveness has begun. Student loans, mortgages, and credit card balances are vanishing.

· Stolen DS wealth is being repatriated to fund GESARA initiatives.

· The Federal Reserve is DEAD. The Quantum Financial System (QFS) takes over.

· Final Countdown: The Storm Is Here

· The final power outages and internet blackouts will soon begin as the last security measures are implemented. When the EBS activates, the world will never be the same.

· The DS is falling. Humanity is rising. Prepare for the moment that will redefine history. 🤔

[greenfiend]

Mike - has print of Charles Babbage in his basement. He was known as "The Father of the Computer".

Will - did a project on Alan Turing. He was known as "The Father of Computer Science". He was specifically known for breaking the enigma code. And of course, he was gay as well.

Why are they associated with computers? What's going on here?

I think it may be related to cracking codes and unlocking memories. Computers hold memory.

In ST2, Will was "possessed" and the MF (father) took over him.

After Will was sedated -> the power went out in the lab resulting in the whole building going into lockdown.

Lets break this down symbolically:

Will is sedated. His "power" went out.

As a protective fail secure measure, Will goes into full lockdown. That way, his doors remain closed. Doors as in, his closet door and the door into his memories.

In order to unlock the doors, and save everyone, the computer in the basement (a hint towards Mike himself) must be rebooted with a code. However, since they don't know the code, Bob overrides it. He opens the doors without consent.

This doesn't end well, as we know. Bob attempts to hide in a closet... then is attacked once he attempts to escape.

Will wants the doors/gates closed.

As much as he wants to keep everything contained... it can't. That's the problem. Papa says it right here- demons in the past invaliding from the subconscious. That's what it's all been about this whole time.

Okay back to computers.

In ST4, we see Suzie hack into the Hawkins High student records to gain access to change Dustin's grades.

This again is another hint.

Tigers are associated with Will. "Jiminy Crickets" is a character in Pinocchio who is a representation of Pinocchio's conscience (aka an internal aspect of the mind being externalized).

Mike and Will call the (secret) number Unknown Hero Agent Man leaves them, and find they called a computer. They both mention that this reminds them of the movie War Games.

They meet up with Suzie and she attempts to track where NINA is using the IP address.

There's a mention of the address possibly hidden in the computer coding, and Suzie mentions "data mining".

Now keep in mind- her father was guarding the computer and they needed him out of the way to gain access to the computer.

Now I just want to briefly mention AI.

Alan Turing was also well known for The Turing Test. This was a way to test a machine's ability to think like a human. So basically, it tests artificial intelligence (AI).

We have (subtle) references to movies featuring AI throughout the show that are worth mentioning:

War Games. Mike mentions "Joshua" who is the computer. "Joshua" is the AI villain in the movie who attempt to start WWIII.

The Terminator. Multiple references to this movie! The Terminator is an AI who travels back in time to kill.

2001: A Space Odyssey. In that movie, the main villain is "Hal" who is an AI that kills.

I do think the computer is the mind... likely both Will's and Mike's minds are important here. And like a computer, they have to access it in order to obtain important data... important memories.

[syngularitysyn]

I have set my fics to be visible for registered users only because of AI scraping. Here is a list of my Clexa fics:

I also made a Clexa supercut - all Clexa scenes in 1 HD movie!

It Starts With a Chip - Complete Lone survivor Lexa attempts to fix a broken android in the hopes of gaining a companion. Tags: Android Clarke, dystopian/post-apocalyptic, solarpunk, hurt/comfort, fluff and angst.

Ceasefire - Complete When Clarke goes to a sex shop in town to find a hideous gag gift for her friend, the last person she wants to bump into is her nemesis Lexa Woods. Things only heat up from there. Tags: Enemies to lovers, smut, a/b/o dynamics.

the composition of me (through your eyes) - Complete Music student Lexa meets art student Clarke. Sparks fly, but Lexa's journey to self-acceptance still has a way to go before she's ready to let her guard down. Tags: Slow burn, fluff and angst, mutual pining, hurt/comfort.

At The Heart of Winter - Complete Clarke gets captured by the Ice Queen before Roan can take her to Polis. Tags: Canon divergent, angst + fluff and smut, there was only 1 cave.

Tensile - Complete Three different flavors of Lexa strapping. Tags: PWP, smut, genderqueer Lexa.

Hardwired - In progress... Bodyguard Lexa gets assigned as movie star Clarke Griffin’s personal security detail. The one time they met when she was in college they agreed to steer clear of each other despite sharing a best friend in Raven. Now she’s going to be stuck with the other alpha for weeks while her demanding father breathes down her neck after settings an ultimatum; take over the family company and mate the omega he has selected for her like she was always supposed to before she rebelled, or be disowned. Tags: Bodyguard AU, alpha/alpha, a/b/o dynamics, enemies to lovers.