#AI Employees Review

[marketingprofitmedia]

AI Employees Review – Generate Unlimited AI Contents In 60 Seconds

Welcome to my AI Employees Review Post, This is a genuine user-based AI Employees review where I will discuss the features, upgrades, demo, price, and bonuses, how AI Employees can benefit you, and my own personal opinion. This is the World’s First First AI App Preloaded With Google’s Highly Trained 25 AI Employees Completes All Your Marketing Tasks In Less Than 60 Seconds!

Imagine, Companies are constantly seeking ways to streamline operations, maximize efficiency, and gain that crucial edge over the competition. In this relentless pursuit of progress, Artificial Intelligence (AI) has emerged as a transformative force, promising to revolutionize the very fabric of how we work. One such offering capitalizing on this AI revolution is AI Employees. This service claims to provide a virtual workforce of AI-powered assistants, each programmed to tackle an array of marketing tasks. From crafting compelling content and managing social media campaigns to analyzing data and generating reports, AI Employees promises a one-stop shop for businesses seeking to supercharge their marketing efforts. But is AI Employees the key to unlocking explosive growth

AI Employees Review: What Is AI Employees?

AI Employees pitches itself as a game-changer in the marketing world, offering a virtual pool of AI-powered assistants specifically designed to tackle a multitude of marketing tasks., acting as an extension of your in-house team. From crafting social media posts and churning out blog articles to managing ad campaigns and analyzing data, AI Employees promises to handle a wide range of marketing activities with speed, efficiency, and 24/7 availability.

Imagine having a tireless content creation machine churning out fresh content or an AI analyst poring over data sets to identify hidden trends, all without needing breaks or exceeding their budget. This is the enticing proposition behind AI Employees. But before you jump on the AI bandwagon, this review will equip you with the knowledge to assess if this virtual workforce can truly deliver on its promises.

AI Employees Review: Overview

Creator: Akshat Gupta

Product: AI Employees

Date Of Launch: 2024-May-16

Time Of Launch: 11:00 EDT

Front-End Price: $17 (One-time payment)

Official Website: Click Here To Access

Product Type: Software (Online)

Support: Effective Response

Discount: Get The Best Discount Right Now!

Recommended: Highly Recommended

Bonuses: Huge Bonuses

Skill Level Required: All Levels

Refund: YES, 30 Days Money-Back Guarantee

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AI Employees Review: About Authors

At the helm of AI Employees is Akshat Gupta, a visionary driving innovation in AI technology throughout 2024. Gupta brings his wealth of expertise to the forefront, dedicating himself to developing pioneering solutions that simplify and streamline website creation for users globally.

Recognized as a prominent leader in the field, Gupta continually inspires and empowers others to leverage the potential of AI in achieving their goals and maximizing their online capabilities.

He has earned his reputation through the creation of numerous products such as KidTales PLR, AI DeepSongs, SiteFlow AI, CreativeAI 2.0, AI GameZone, AI VideoBooks, AI AppMaker, AI VideoSong, VoiceGPT AI, ExplainerVideoz, FlipBooks, MazeMaker, eBookMaker, and many others.

AI Employees Review: Features

World’s First AI App Preloaded With Highly-Trained 20 Google AI Employees

Built-In Voice & Keyword Command Feature

Create & Sell Limitless AI Content & Marketing Materials

AI Employee “Rhyan Anderson” — Creates World-Class Websites In Any Niche & Language

Sales Funnel Specialist “Olivia Roberts” Create High-Converting Sales Funnels

Email Campaign Manager “Emily Johnson” Sends Unlimited Email & SMS Campaigns For You

Graphic Designer “Aisha Khan” Crafts Ultra-HD AI Images, Art, Logos & Graphics For Maximum Conversion

AI Employee Liam Murphy Creates Ultra-HD 4K AI Videos

AI Employee “Emma Brown,” Writes High-Converting Copies & Blog Posts

Voice-Over Artist “Sarah Mitchell” Generates Unlimited AI Voice-Overs

Music AI Expert “Leonard Johnson” Composes AI Music & Video Songs In Any Language

Course Developer “Murli Vijay” Creates & Sells Best-Selling AI Courses

SEO Expert Tom Wilson Ranks Your Websites & Pages On The First Page Of Google & Yahoo

AI Expert “Isabella Rossi — Manages Your Social Media Accounts & Posts.

Chatbot Developer “Sandeep” Creates & Embeds Unlimited Chatbots For Better Engagement & Sales.

Emily Davis Create Stunning eBooks & Flipbooks With A Single Keyword

AI Employee “Mireille Darc” Provides Unlimited AI Stock Media Assets

AI Employee “Daniel Victor” Creates Stunning AI Avatar Videos In Any Niche

Paul McGrath Does All The Affiliate Marketing For You

Ai Employees Mobile Edition

Lifetime FREE Updates

24*7 Support & 100% Uptime Guaranteed

Step-By-Step Training Videos

Exclusive Bonuses

AI Employees Review: How Does It Work?

You’re Just 3 Clicks Away From Getting Access To Our Highly-Skilled Google’s AI Employee Team That Completes All Your Marketing Tasks Less than 60 seconds!

STEP #1: Login & Command

Give keyword or voice commands about your desired AI Content or Marketing Materials.

STEP #2: Generate

AI Employee Harnesses The Power Of Google’s Highly Skilled AI Employees & Creates Your Desired AI Content & Marketing Materials Instantly.

STEP #3: Profit

Start profiting by selling these high-in-demand marketing contents to your clients or on freelancing platforms like Fiverr & Upwork while filling up your pockets.

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AI Employees Review: Can Do For You

Google’s Latest AI Employee Team Creates All Your Marketing Materials In Less Than 60 Secs.

Give a Simple Keyword Or Voice Command & Get Your Tasks Done Instantly.

Done-For-You, 20 Highly-Experienced AI Employees Working For You 24*7 Non-Stop.

Command AI Employee “Rhyan Anderson” — Who Creates World-Class Websites In Any Niche & Language For You Instantly.

Create High-Converting Sales Funnels Using Your Sales Funnel Specialist “Olivia Robert.

Send Unlimited Email & SMS Campaigns Using Your Email Campaign Manager “Emily Johnson.

Craft Ultra-HD AI Images, Arts, Logos & Graphics For Maximum Conversion With Single Keyword.

Command Your Video Creator Liam Murphy — Who Creates Jaw-Dropping 4K AI Videos Instantly.

Craft High-Converting Copies & Blog Posts Using Your AI Employee “Emma Brown

Generate Unlimited AI Voice-Overs In Any Language With Voice-Over Artist “Sarah Mitchell

Compose AI Music & Video Songs In Any Language You Want Commanding Your Music AI Expert “Leonard Johnson.

Create & Sell Best-Selling AI Courses With Your Course Developer “Murli Vijay

Rank Your Websites & Pages On The First Page Of Google & Yahoo With SEO Expert.

Command Social Media Expert “Isabella Rossi — Who Manages Your Social Media Accounts & Posts.

Create & Embed Unlimited Chatbots For Better Engagement & Sales.

Create Stunning eBooks & Flipbooks With A Single Keyword By Commanding “Emily Davis”

AI Employee “Mireille Darc” Provides You Unlimited AI Stock Media Assets Instantly.

Create Stunning AI Avatar Videos In Any Niche Commanding AI Employee “Daniel Victor”

Your Affiliate Manager — Paul McGrath Does All The Affiliate Marketing On Your Behalf & Lets You Enjoy The Free Profits.

Fire All Your Expensive Tools & Services.

Commercial License Included — Create & Sell as Many Assets As You Like To Your Clients.

Newbie Friendly, Easy-To-Use Dashboard.

Iron-clad 30-Day Money-Back Guarantee.

AI Employees Review: Verify User Feedback

AI Employees Review: Who Should Use It?

Affiliate Marketers

E-Com Store Owners

Freelancers

CPA Marketers

Blog Owners

Video Marketers

Content Creators

YouTubers

Product Creators

Website Owners

Personal Brands

And many others

AI Employees Review: OTO’s And Pricing

Front End: AI Employees($17)

OTO1: AI Employees Unlimited ($27)

OTO2: AI Employees DFY ($47)

OTO3: AI Employees Automation ($37)

OTO4: AI Employees AI Audience ($37)

OTO5: AI Employees Agency ($67)

OTO6: AI Employees Reseller ($97)

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AI Employees Review: My Unique Bonus Bundle

My Unique Bonus Bundle will be visible on your access page as an Affiliate Bonus Button on WarriorPlus immediately after purchase.

And before ending my honest AI Employees Review, I told you that I would give you my very own unique PFTSES formula for Free.

AI Employees Review: Demo Video

Just Watch The AI Employees Demo Video Down Below To Get All The Details:

>>For More Details Click Here<<

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AI Employees Review: Money Back Guarantee

You’re In Safe Hands With Our 100% Risk-FREE, Iron-Clad 30 Days Money Back Guarantee

The simple fact is that we won’t take your money if, after buying AI Employees, you don’t think you got what you paid for. Delivering a high-quality product with zero dissatisfied consumers is our goal. In the event that we fail to meet your expectations, your money is not worth it. Well, you may get a complete refund if we don’t live up to your expectations by letting us know within 30 days. Heck, as a thank you, we’ll even offer you some more tools to help you grow your company and sales like never before. In any case, you only benefit.

AI Employees Review: Pros and Cons

Pros:

Efficiency Boost: AI automates repetitive tasks, freeing human teams for strategic work.

Productivity Powerhouse: Work 24/7, churning out content and analyzing data tirelessly.

Cost-Effective Solution: Potentially cheaper than hiring additional human employees.

Data-Driven Decisions: Provides insights to optimize marketing strategies and maximize results.

Cons:

You cannot use this product without an active internet connection.

In fact, I haven’t yet discovered any other problems with AI Employees.

Frequently Asked Questions (FAQ’s)

Q. What exactly are AI Employees?

World’s First AI App Supercharged With Google’s Highly Trained & Experienced 20 AI Employees That Completes All Your Marketing Tasks

Q. Do I need some prior skills or experience to get started?

AI Employees is 100% newbie-friendly with an easy-to-use dashboard.

Q. What happens if I don’t see results?

We’ve got you covered. If you don’t see your desired results with AI Employees just let us know within the next 30 days and we’ll refund you every penny.

Q. What if I get confused along the way?

Don’t worry we have exclusive detailed video training for you that shows all the required steps.

Q. What if I get confused along the way?

Don’t worry we have exclusive detailed video training for you that shows all the required steps.

Q. Is This Compatible with both PC, Mac, Android, And iOS?

It works on any device.

Q. How Do I Lock-In My Discount?

Click the button below to get the AI Employees at the lowest price.

AI Employees Review: My Recommendation

AI Employees offers a glimpse into the future of AI-powered marketing automation. While it boasts increased efficiency and data-driven insights, limitations in creative output and human oversight remain crucial considerations. Carefully weigh the potential benefits against the drawbacks to determine if AI Employees aligns with your marketing goals. The platform may be a valuable stepping stone for businesses seeking to automate tasks and gain data analysis, but true marketing success likely resides in a thoughtful blend of human creativity and AI assistance.

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Check Out My Previous Reviews: OverLap AI Review, AI CaptureFlow Review, FlexiSitesAI Review, WP Defense Review, HostDaddy Review , Valor App Review, Crypto Cloud Review.

Thank for reading my AI Employees Review till the end. Hope it will help you to make purchase decision perfectly.

Disclaimer: This AI Employees review is for informational purposes only and does not constitute professional advice. Before making a purchase decision, we recommend conducting your own research and exploring the software.

Note: Yes, this is a paid tool, however the one-time fee is $17 for lifetime.

[jcmarchi]

Revolutionizing Customer Relationships with AI: Key Lessons from Krishna Raj Raja’s Book ‘Support Experience’

New Post has been published on https://thedigitalinsider.com/revolutionizing-customer-relationships-with-ai-key-lessons-from-krishna-raj-rajas-book-support-experience/

Revolutionizing Customer Relationships with AI: Key Lessons from Krishna Raj Raja’s Book ‘Support Experience’

In Support Experience: How Innovative Companies Use Artificial Intelligence to Win the Hearts, Minds, and Wallets of Customers, author Krishna Raj Raja introduces a fresh approach to customer relationships powered by AI. The book highlights how leading companies are turning customer support into a proactive, strategic tool that boosts long-term business success. Raja, the CEO of SupportLogic and a former support manager at VMware, shares his firsthand knowledge of how AI can transform not only customer interactions but also create stronger, lasting connections with customers.

At the center of Raja’s message is the concept of Support Experience (SX), a broader vision for customer support. While traditional support is often limited to problem-solving after the fact, SX is about listening to customers, identifying patterns in their interactions, and using AI to enhance the entire customer journey. By embracing SX, businesses can evolve from merely addressing issues to building stronger relationships that keep customers loyal and satisfied over time.

From Traditional Support to Support Experience (SX)

One of the key distinctions Raja emphasizes is the difference between basic customer support and the more comprehensive Support Experience. While most support teams are busy reacting to problems, SX focuses on being proactive. It uses AI to analyze customer conversations in real-time, allowing companies to identify potential issues before they escalate. Raja points out that businesses driven by SX are better equipped to meet ever-rising customer expectations in today’s fast-moving world.

Drawing from his experience at VMware, Raja explains how growing support demands revealed the need for smarter systems. As customer questions increased, traditional methods struggled to keep up. The valuable feedback and insights from customers were often lost in endless ticketing systems and data silos. This realization led Raja to create SupportLogic, a platform designed to use AI to analyze customer interactions and unlock actionable insights, helping teams deliver better support and fuel ongoing product improvements.

AI-Driven Growth and Customer Success

In Support Experience, Raja showcases how top companies like Apple, Google, Adobe, and Salesforce have used AI to strengthen their customer relationships. By capturing and amplifying the voice of the customer, these companies not only solve issues more effectively but also gain valuable insights that guide future product development. Raja highlights that AI’s true advantage is its ability to turn customer support from a reactive cost center into a driver of long-term growth and success.

Another important lesson from the book is how SX can enhance the employee experience. By giving support teams the tools to address customer concerns before they become problems, AI empowers employees, making their jobs more rewarding. Automating repetitive tasks frees teams to focus on meaningful, high-impact work, boosting both efficiency and job satisfaction.

Raja also explores the revenue benefits of a strong SX approach. He explains the value of product-led growth (PLG), which he identifies as the ideal growth model for SaaS and other subscription-based businesses. In this model, the product drives growth by fostering customer satisfaction, which leads to higher retention and organic growth through positive recommendations. Raja argues that companies focused on building deep customer relationships, rather than chasing quick sales, will see the greatest long-term success.

Packed with real-world examples, Support Experience gives business leaders a practical guide to using AI to deepen customer relationships and drive sustainable growth. Raja’s insights offer a path forward for anyone looking to transform how their company engages with customers.

In summary, Krishna Raj Raja’s Support Experience is essential reading for anyone working in customer support, experience management, or product development. The book provides a clear and actionable plan for turning AI into a powerful ally in creating stronger customer relationships and driving long-term business growth. By shifting from reactive support to an AI-powered Support Experience, companies can build lasting relationships and thrive in today’s competitive landscape.

[princesscedar]

Working on a pre-employment assessment for a company I already know is shit and midway through they hit me with the "time for a recorded interview!! :)" like.........

[nobodysuspectsthebutterfly]

FYI artists and writers: some info regarding tumblr's new "third-party sharing" (aka selling your content to OpenAI and Midjourney)

You may have already seen the post by @staff regarding third-party sharing and how to opt out. You may have also already seen various news articles discussing the matter.

But here's a little further clarity re some questions I had, and you may too. Caveat: Not all of this is on official tumblr pages, so it's possible things may change.

(1) "I heard they already have access to my data and it doesn't really matter if I opt out"

From the 404 article:

A new FAQ section we reviewed is titled “What happens when you opt out?” states “If you opt out from the start, we will block crawlers from accessing your content by adding your site on a disallowed list. If you change your mind later, we also plan to update any partners about people who newly opt-out and ask that their content be removed from past sources and future training.”

So please, go click that opt-out button.

(2) Some future user: "I've been away from tumblr for months, and I just heard about all this. I didn't opt out before, so does it make a difference anymore?"

Another internal document shows that, on February 23, an employee asked in a staff-only thread, “Do we have assurances that if a user opts out of their data being shared with third parties that our existing data partners will be notified of such a change and remove their data?” Andrew Spittle, Automattic’s head of AI replied: “We will notify existing partners on a regular basis about anyone who's opted out since the last time we provided a list. I want this to be an ongoing process where we regularly advocate for past content to be excluded based on current preferences. We will ask that content be deleted and removed from any future training runs. I believe partners will honor this based on our conversations with them to this point. I don't think they gain much overall by retaining it.”

It should make a difference! Go click that button.

(3) "I opted out, but my art posts have been reblogged by so many people, and I don't know if they all opted out. What does that mean for my stuff?"

This answer is actually on the support page for the toggle:

This option will prevent your blog's content, even when reblogged, from being shared with our licensed network of content and research partners, including those that train AI models.

And some further clarification by the COO and a product manager:

zingring: A couple people from work have reached out to let me know that yes, it applies to reblogs of "don't scrape" content. If you opt out, your content is opted out, even in reblog form. cyle: yep, for reblogs, we're taking it so far as "if anybody in the reblog trail has opted out, all of the content in that reblog will be opted out", when a reblog could be scraped/shared.

So not only your reblogged posts, but anyone who contributed in a reblog (such as posts where someone has been inspired to draw fanart of the OP) will presumably be protected by your opt-out. (A good reason to opt out even if you yourself are not a creator.)

Furthermore, if you the OP were offline and didn't know about the opt-out, if someone contributed to a reblog and they are opted out, then your original work is also protected. (Which makes it very tempting to contribute "scrapeable content" now whenever I reblog from an abandoned/disused blog...)

(4) "What about deleted blogs? They can't opt out!"

I was told by someone (not official) that he read "deleted blogs are all opted-out by default". However, he didn't recall the source, and I can't find it, so I can't guarantee that info. If I get more details - like if/when tumblr puts up that FAQ as reported in the 404 article - I will add it here as soon as I can.

Edit, tumblr has updated their help page for the option to opt-out of third-party sharing! It now states:

The content which will not be shared with our licensed network of content and research partners, including those that train AI models, includes: • Posts and reblogs of posts from blogs who have enabled the "Prevent third-party sharing" option. • Posts and reblogs of posts from deleted blogs. • Posts and reblogs of posts from password-protected blogs. • Posts and reblogs of posts from explicit blogs. • Posts and reblogs of posts from suspended/deactivated blogs. • Private posts. • Drafts. • Messages. • Asks and submissions which have not been publicly posted. • Post+ subscriber-only posts. • Explicit posts.

So no need to worry about your old deleted blogs that still have reblogs floating around. *\o/*

But for your existing blogs, please use the opt out option. And a reminder of how to opt out, under the cut:

The opt-out toggle is in Blog Settings, and please note you need to do it for each one of your blogs / sideblogs.

On dashboard, the toggle is at https://www.tumblr.com/settings/blog/blogname [replace "blogname" as applicable] down by Visibility:

For mobile, you need the most recent update of the app. (Android version 33.4.1.100, iOs version 33.4.) Then go to your blog tab (the little person icon), and then the gear icon for Settings, then click Visibility.

Again, if you have a sideblog, go back to the blog tab, switch to it, and go to settings again. Repeat as necessary.

If you do not have access to the newest version of the app for whatever reason, you can also log into tumblr in your mobile browser. Same URL as per desktop above, same location.

Note you do not need to change settings in both desktop and the app, just one is fine.

I hope this helps!

[internetskiff]

I've sometimes seen this sentiment, especially among reviewers, that SOMA's WAU ""monster plot"" contributes nothing to the main game's story, and that the storyline would infact benefit from the WAU's removal. If you ask me, that couldn't be further from the truth. The WAU is at the root of everything. Frankly, it's the main reason the game's moral dilemmas are.. well, dilemmas at all. If the WAU wasn't making monsters, wasn't there to warp the life around Pathos-II as it saw fit, the game wouldn't have even started. Pathos-II would've just remained dormant forever. Simon wouldn't be there, and neither would any of the obstacles he faces on his journey to preserve humanity. The main reason the WAU isn't directly beneficial to Earth is exactly because its understanding of "life" is so skewed. Its not just bringing things back - its bringing them back incorrectly. Every single "monster" we meet builds a case both against and for the WAU's continued existence.

The Construct shows the WAU's failure to understand humanity in the physical sense, shoving a Human brain scan into a misshapen robot body and calling it a day, leaving it to babble to itself as it aimlessly wanders the halls of Upsilon.

The same could be said for Carl Semken and the other Mockingbirds, though to a lesser degree - though capable of speech, they're still very delusional and oftentimes end up going insane. Still, in some ways you see the WAU's understanding of human psychology progress with each new mockingbird - they become increasingly coherent and increasingly sane, Catherine and Robin Bass being great examples. While the Construct has lost so much of itself you can no longer tell who it used to be, the other Mockingbirds have their sense of self intact. With the WAU's unreliable nature cemented, we move on to its attempts at preserving humans physically, with Amy Azarro being the first proper example Simon gets to witness.

She's kept alive in what seems to be a perpetual state of discomfort, and judging by the structure gel slowly overtaking her I believe the WAU may be slowly converting her into one of the Fleshers. Its keeping her alive, yes, but its doing so at any cost necessary - it doesn't matter if she's in constant pain as long as she doesn't flatline. Its treatment of actual organisms is practically an inversion of its treatment of the Mockingbirds - instead of prioritizing the mental wellbeing of the subject, the WAU prioritizes their physical wellbeing with little to no care for the mental state its "patient" is in the entire time.

Fleshers live and breathe, but they seemingly aren't "all there" at all. The lights are on, but no one's home anymore. All they do is wander the ruins of the CURIE and lash out at anyone who enters their territory - the WAU has basically reduced them to animals.

Terry's been driven insane from all the structure gel infesting his insides, and though his goal was "technically" benevolent (putting everyone into a permanent dream state where the WAU could make them live the best possible versions of their lives), he achieved it through incredibly violent means, conducting what was basically an attack on Theta and causing its downfall. So far, its attempts at preserving humans physically have simply resulted in increasingly grotesque and violent monstrosities - but I would argue you see that begin to change when Simon reaches Omicron.

When you reach it, you see the aftermath of a particularly gruesome procedure WAU had carried out - everyone's blackboxes have exploded, turning their heads to mush. We find out that one of the employees, with the help of someone particularly close to the WAU, had figured out how to poison it. They have been receiving "visions" and "messages" from a comatose Johan Ross - the WAU's "AI psychologist", someone it desperately tried to restore from a comatose state by manipulating structure gel with electromagnetic fields. Either the WAU deliberately retaliated when it figured out the poisoning plot, or it had simply overdone it when restoring Johan Ross - sacrificing an entire station's worth of lives to bring someone back. Either way this shows a tremendous amount of intelligence on the WAU's part - and also paints it as either exceptionally cruel or exceptionally empathetic depending on the perspective you view it from. Either it considered Johan so important to it that it was willing to sacrifice most Omicron staff, or it was willing to violently retaliate in order to preserve itself. Either way, Omicron houses what I believe to be a sign of the WAU's steadily improving understanding of humanity - Dr. Johan Ross.

He has been restored with both his physical health and mental faculties (relatively) intact. He isn't violent, and he perfectly understands what condition he is currently in - but despite that he doesn't seem to be physically suffering. He is still driven to eliminate the WAU, but it seems to be less out of personal suffering and more out of fear in regards to the suffering its other creations may go through. I believe he's an example of a semi-perfectly restored human - both him and Simon himself. They're both cases of, as Catherine puts it, "a sound mind in a sound body". But although the signs are there, there is no outright definitive proof that the WAU's creations will only continue to get better.

And that's what makes the game's final moral dilemma so compelling to me. The whole game has been providing us with both evidence and counterevidence towards the WAU's idea of restoring humanity. Now, it's up to you to act as its jury and executioner. By killing it you either stop it from torturing the memory of humanity, or you doom humanity to extinction in all senses of the word. By keeping it alive, you either doom the remnants of humanity to an eternal torturous existence, or you give the WAU a chance at creating something new. There is no way of knowing what choice is correct - because you don't know what the WAU is thinking. You never get to. You don't know its plans, you don't know if it even has the capacity to actually learn from its mistakes, hell, you don't even know if its capable of thought - but here it is. Making things. Terrible things, but there's a chance that it'll only get better with time. Simon himself is evidence of that chance. It has already managed to make what could be classified as a "complete" person. And if you kill it, Simon's going to be the last "complete" person it managed to bring back.

[keehomania]

business proposal (제안서) — kim seokjin (김석진)

✧.* 18+

a closer look reveals the hidden multitude of narcissists roaming freely across the earth. they moved through life as ordinary figures—doctors, lawyers—sharing the same vulnerability of human blood. yet, there lingered a belief in their superiority, an unspoken arrogance. among them, businessmen appeared to embody that conceit most profoundly.

kim enterprises had the value of 1.5 billion won. a leading technology firm specializing in cutting-edge ai solutions and smart home devices. founded on the principles of advancing human-technology synergy, the company designs state-of-the-art gadgets that seamlessly integrate with daily life. under the visionary leadership of kim seokjin, the president’s son, the company has gained a reputation for pushing boundaries and setting new industry standards. currently, it lies at the forefront of revolutionizing smart technology, with a diverse portfolio ranging from intelligent automation systems to next-generation personal assistants.

impressive, really. it'd have been much more impressive if he was as likeable as his company. he was a narcissist in the purest form, no matter how much he cared for the company and his employees. only because no care would amount to the kind he put into himself.

the company had been running smoothly under his care for nine years, as his father had fallen ill and was unable to sustain it on his own. he knew he was making the right decision when he deemed seokjin the next heir, the next in control. he was smart, charming, persuasive. he knew every corner and end of a business deal, how to tie the knots and when to cut off loose ends.

“kim, it’s a pleasure to finally meet you in person. i must say, kim enterprises has been on our radar for quite some time.” seokjin shook his hand firmly, returning the smile. “the pleasure is mine, james. i've been following your company’s progress closely as well. it’s impressive how you’ve carved out a niche in ai development.”

james’s eyes lit up. “thank you. we’re particularly interested in your smart home integration systems. from what i understand, your latest model has seen a significant uptick in market share.” seokjin’s smile widened, “yes, our quantum series has been a game-changer. we’ve seen a 30% increase in market penetration over the past year. the integration of adaptive ai has really resonated with consumers, allowing for a more intuitive user experience.”

james nodded, clearly pleased. “exactly. that’s why we’re keen on a partnership. our research indicates that your technology complements our upcoming product line perfectly. what terms are you envisioning for this deal?” seokjin considered the question thoughtfully. “given the scope of the integration and the potential for cross-promotion, i’d suggest a revenue-sharing model. we propose a 60-40 split in favor of kim enterprises for the first two years. this would allow us to leverage your distribution network while providing you with a substantial stake in the revenue generated.”

james raised an eyebrow, thoughtful. “that’s a fair proposition. but considering the development and marketing costs, how about adjusting the split to 50-50 initially, with a performance-based adjustment thereafter?” seokjin weighed the offer, then nodded. “i see your point. let’s compromise at 55-45, with a performance review after the first year to reassess the terms. we can draft a detailed agreement to reflect this.”

james’s expression softened into one of admiration. “agreed. your understanding of both the technology and market dynamics is impressive, kim. it’s clear you’ve put a lot of thought into this.”

seokjin’s eyes sparkled with resolve. “thank you, james. i believe in building partnerships that are beneficial for both sides. our goal is not just to expand our market presence but to also deliver exceptional value through innovative collaborations.” james raised his glass with a smile. “well said. i look forward to working with you. let’s toast to a successful partnership.”

he truly was a natural, he knew exactly what to say and how to say it. however, even if he was reluctant to admit it, he couldn't have done it on his own.

you navigated the room with a calm, poised demeanor, your sharp eyes scanning for any potential issues or tasks that needed attention. you approached seokjin with a subtle nod, a tablet in hand. he acknowledged the gesture, his eyes flickering with appreciation. “i’ve just received the finalized draft of the agreement,” you said quietly, sliding the tablet over to him. “i made sure to include the revised revenue split and the performance review clause you discussed with james.”

he glanced at the document, his expression approving. “perfect timing. you’ve captured all the necessary details. thanks for handling this so efficiently.” james, intrigued, looked at you. “i must say, it’s clear that you play a crucial role in ensuring everything runs smoothly. your attention to detail must be invaluable.”

you smiled modestly. “thank you, james. it’s my job to make sure that the priorities are met and that every aspect of our deal is thoroughly managed. it’s a pleasure to contribute to the success of our partnerships.” as you stepped back, you made a quick call to coordinate a follow-up meeting with the legal team, ensuring that all paperwork would be processed without delay. your presence was a testament to the meticulous planning that underpinned seokjin's success.

although he was the brains behind the operation, you were the one that made sure the operation was in action. you coordinated all of his appointments and travel arrangements, handled all of his phone calls, drafted all of the reports and presentations, organized all of the meetings, supported all of the projects, and so much more. you were good at your job, and you loved it.

it was one of the many reasons why that same night, in the back of seokjin's limo, he had met your words with a look of horror displayed on his face. you remained stoic as you adjusted the hem of your dress, pushing your hair past your shoulder before meeting his gaze once more. “you want to quit?” you nodded in confirmation. the question itself held more shock than intended, but he couldn't help it. your announcement had put a dent in the night. you had been his left hand for exactly nine years and, out of the blue, you had announced that you were ready to leave the company.

the city lights blurred past the windows as you sat in the back of seokjin's sleek, black limousine. the leather seats were soft beneath you, but there was tension in the air that makes you sit a little straighter, hands folded tightly in your lap. seokjin was beside you, scrolling through his phone with a practiced ease, oblivious to the storm brewing in your mind.

“it's personal,” you explained, trying to keep your tone even. “i have some matters in my life that need my full attention right now.” he stared at you, disbelief etched on his features. “after nine years? just like that?”

“i'm sorry,” you said, your heart aching with each word. “but it's something i have to do.” seokjin's jaw tightened, but he nodded curtly. “if that's your decision, i won't stand in your way.” the rest of the ride passed in heavy silence, the atmosphere between you both laden with unspoken words and shared sorrow. you could only gaze at the fleeting cars through the window, oblivious to the hurt etched into what was supposed to be his stoic expression.

that night, he found himself tossing and turning in his grand, empty bed. sleep eluded him, chased away by a persistent nightmare. in it, he saw a woman with long, black hair, her back always turned to him. no matter how much he called out and cried, she never looked back, slipping further away with each step. he woke up in a cold sweat, the image of the woman haunting him. the clock beside his bed read that it was only four o'clock. frustrated and unsettled, he spent the rest of the night staring at the ceiling, unable to shake the sense of impending loss.

the following morning, he stood in front of the mirror in his expansive bedroom, the morning light filtering through the curtains. his shirt was buttoned, but his tie lies undone around his neck. he waited, as he always did, for you. when you arrived, your expression was composed, professional. "good morning, vice chairman."

he nodded, his eyes fixed on your reflection in the mirror. “morning, secretary (y/n).” you stepped forward, deftly tying his tie with practiced hands, the sound of your name stinging more than necessary. the proximity, once a simple part of your routine, now felt charged with the weight of your impending departure.

he gazed at himself in the mirror, his ego surfacing as a way to mask his vulnerability. “do you see that? the beauty?” you glanced at the mirror, assuming he meant the sunlight casting a golden glow across the room. “yes, the sunrise is beautiful.” a faint smirk touched his lips. “no, not the sunrise. me. my aura.”

you suppressed a sigh, knowing that it was nothing but the the standard for him. “yes, very dazzling, vice chairman.” satisfied, he turned away from the mirror and straightened his suit jacket. “let's go. we have breakfast at my parents' house.”

the drive to the kim family estate was quiet, the earlier tension replaced by a heavy resignation. seokjin's family home was grand, an imposing structure surrounded by meticulously maintained gardens. inside, you were greeted by his mother, her warm smile a stark contrast to the austere demeanor of the chairman. “good morning, hyeon. (y/n), it's always a pleasure to see you.”

“good morning, mother,” seokjin replied, his tone polite yet distant. the chairman nodded at you both, his presence commanding respect. “let's eat.”

breakfast was a formal affair, the table laden with an array of traditional dishes. conversation was polite, centered around business and family matters. seokjin's parents were unaware of your decision to leave, and you caught seokjin's gaze more than once, a silent understanding passing between you. as the meal progressed, you couldn't help but feel a pang of sadness. that world, so intertwined with his, had been your life for nearly a decade. leaving it behind wouldn't be easy.

breakfast ended, and the chairman suggested that he and his son retire to the study room for a private discussion. you followed his mother to the sitting room, where she invited you to join her for tea. she was a gracious host, her demeanor warm and inviting. “how have you been, sweetheart? it feels like forever since we had a proper chat,” she said, pouring tea into delicate porcelain cups.

you smiled, taking the offered cup. “i've been well, mrs. kim. thank you.” her eyes sparkled with curiosity. “tell me, what do you think about my hyeon? he talks about you often.”

you paused, considering your words carefully. you knew she was an older lady, so you didn't question the way she misnamed him. her memory had probably grown shabby. “he's an exceptional leader, very dedicated to his work. it's been an honor to work with him.” she nodded, her smile widening. “yes, he's always been very driven. but tell me, is my son seeing anyone? he never mentions these things to me.”

you shook your head. “despite all the girls around him, he's not dating anyone.” mrs. kim's eyes widened in horror. “he's not— gay, is he?”

you stifled a laugh, shaking your head again. “no, mrs. kim, he's not. he's just very focused on his work.” she sighed in relief, placing a hand over her heart. “thank goodness. it would be wonderful for him to finally get a girlfriend. he's not getting any younger, you know.” you couldn't help but wonder at her words. the idea of him with someone else felt oddly unsettling.

in the study room, seokjin's father, chairman kim, sat behind an imposing oak desk, his expression stern. “i heard a rumor, seokjin. (y/n) is quitting?” his jaw tightened, but he met his father's gaze steadily. “it's true. but i won't let it happen.”

chairman kim raised an eyebrow. “and how do you plan to stop it?” seokjin's voice was firm. “i'll find a way to convince her to stay. she's indispensable to me.”

a moment of silence passed before chairman kim's lips twitched into a faint smile. “are you dating her?” seokjin blinked, momentarily taken aback. “no, father, i'm not.”

the chairman feigned a dramatic gasp, clutching his chest. “oh, i feel faint. my son, the great seokjin, not dating his perfect secretary.” he rolled his eyes, a rare display of exasperation. “i've seen your medical records, father. you're perfectly healthy.”

chairman kim waved a dismissive hand. “you should do your father a favor and find a wife, give us grandchildren. it's time you settled down.” seokjin sighed, the weight of his father's words lingering. he had never been in a relationship, and neither had you. it was one of the reasons you knew you had to quit. your life revolved around your work, as did his. only, you weren't satisfied with that. it wasn't that he wasn't attracted to anybody, because he was, but nothing mattered more than his craft. he felt off about women touching him, in any case. it made him anxious, and brought up memories he fought to keep hidden.

you and seokjin departed for the office, the morning sun casting long shadows across the driveway as the car pulled away from the estate. the ride was initially silent, both of you lost in thought. he finally broke the silence, “what exactly did you mean by personal matters?” his tone was careful, almost hesitant.

you turned to him, offering a small smile. “i'm looking to settle down, vice chairman. i want to get married, have children.” he fell silent, the weight of your words settling over him. the rest of the ride to the office was steeped in an unusual quiet, your declaration hanging in the air like a specter.

upon arriving at the office, he moved through the halls in a daze. his usual commanding presence seemed diminished, his mind clearly elsewhere. he entered his office, finding his younger intern already there. “good morning, vice chairman,” jungkook greeted cheerfully, his youthful energy a contrast to seokjin's subdued demeanor.

he barely acknowledged him, slumping into his chair. jungkook, sensing something was off, leaned forward with a curious smile. “you look like you've seen a ghost. what's up?” seokjin rubbed his temples, sighing. “it's secretary (l/n). she wants to quit.”

jungkook raised an eyebrow. “oh? did you try offering her a promotion, bigger pay, fewer working hours?” he nodded in response. “i did. she dismissed it all. said she wants to settle down, get married, have children.”

jungkook's eyes twinkled with mischief. “and that shocked you?” seokjin glared at him, but his grin remained unshaken. “why does it bother you so much, vice chairman? do you like her more than just a secretary?” the question lingered in the air, met with silence. his mind raced, trying to comprehend why your decision affected him so deeply. he couldn't deny the pang of jealousy at the thought of you with someone else, starting a life that didn't include him.

jungkook leaned back in his chair, crossing his arms. “maybe it's time to ask yourself why her leaving matters so much to you.” he remained quiet, lost in thought. How could marriage and a family be more important than the bond you shared with him? the realization struck him hard—perhaps it wasn't just about losing an exceptional secretary. maybe, just maybe, it was about losing you.

a knock on the door disrupted the tense silence between the two men. you entered, carrying a tray with a steaming pot of tea and three cookies on the side, exactly how seokjin liked it. the aroma of the tea briefly lightened the atmosphere. he looked up, his expression softening momentarily at the sight of you. “thank you, secretary (l/n).”

you placed the tray on the table, pouring a cup of tea for him and setting it in on his desk. “i've sent out emails looking for a future secretary. one of the primary candidates is on her way.” jungkook observed the way his face twisted with hurt at your words. despite the pain evident in his eyes, seokjin maintained his composure. “join us while we wait for her.”

you nodded, taking a seat beside the young intern. the room fell into an uncomfortable silence, broken only by the ticking of the clock. seokjin sipped his tea, the familiar taste doing little to ease his troubled mind.

a few minutes later, the door opened, and a young woman entered. she had a bright, cheerful demeanor, her eyes sparkling with enthusiasm. “hello, i'm jung keulgi. it's an honor to be here.” seokjin straightened, adopting his usual authoritative posture. “miss jung, are you ready to devote yourself to a perfect company?” she beamed. “absolutely! i'm very excited for this opportunity.”

you couldn't help but roll your eyes at the narcissistic question. “are you prepared to handle working for someone with an ego as big as the company?” keulgi sensed the underlying tension but maintained her cheerful facade. “i'm sure i'll manage.”

seokjin continued, his tone growing sharper. “will you stay devoted instead of quitting due to silly things like personal matters?” the tension in the room escalated. you snapped, unable to hold back any longer. “are you done, vice chairman?”

his eyes flashed with anger. “about as done as you are, secretary (l/n).” keulgi, clearly uncomfortable but trying to stay positive, interjected softly, “if you hire me, i'll do my best.”

seokjin didn't take his eyes off you as he replied, “you're hired.” as he turned to you, his voice was cold and demanding. “you have a month to turn her into your carbon copy. after that, do as you please.” the room fell silent once more as the weight of his words settled over you. keulgi glanced between you and him, her cheerful demeanor now tinged with apprehension.

he stood, signaling the end of the meeting. “that will be all for now. welcome to kim enterprises, miss jung.” she nodded, offering a hesitant smile. “thank you, vice chairman.”

as she left the room, you remained seated, the gravity of your situation sinking in. seokjin's harsh command echoed in your mind, a painful reminder of the rift that had formed between you. jungkook, sensing the need for a distraction, cleared his throat. “well, this is going to be interesting.”

seokjin shot him a glare. “you're dismissed, jungkook.” with a playful salute, he left the room, leaving you and him alone once more. the silence was heavy, filled with the unspoken emotions and unresolved tension. he finally broke the silence, his voice softer but still edged with hurt. “you can have the rest of the day off.”

you glanced up at him in disbelief, but you weren't willing to argue any further. all you could do was nod and bow before leaving the room. he was alone, once more. he couldn't do anything but watch as you left, gulping as if to hold himself back from calling out your name. you could train all the candidates in the world, yet it would never be the same.

you stood at your kitchen sink, washing the last of the dinner dishes as the sun set, casting a warm orange glow through the window. the evening was peaceful, the kind of tranquility you had been craving. as you dried your hands and prepared to head to bed, the sudden blare of a car horn startled you. peeking out the window, you saw seokjin standing next to his sleek black car, looking up at your house.

heart pounding with a mix of surprise and curiosity, you hurried outside. “vice chairman? is everything okay?” he shook his head, a slight smile playing on his lips. “no emergencies, secretary (l/n). i just needed to see you.” you frowned, puzzled. “at this hour? what's so urgent?”

his eyes locked onto yours, intense and searching. “are you serious about quitting to settle down?” you nodded, feeling a familiar pang of sadness. “i am. i'm ready to put all my attention on a relationship.”

his expression shifted, the gravity of your words sinking in. he took a deep breath, and then, to your astonishment, he did the unthinkable. he dropped to one knee and pulled out a small velvet box, opening it to reveal a dazzling diamond ring.

“marry me, secretary (l/n). i'm rich, handsome, and more than capable of giving you everything you want.” you stared at him, completely taken aback. his usual confidence seemed both reassuring and out of place in this moment. he continued, his voice earnest, almost pleading. “i'm perfect for you. accept my proposal.”

his words hung in the air as you tried to process what was happening. finally, you leaned in close, your face inches from his, and inhaled deeply. seokjin's heart stopped, anticipation flickering in his eyes. but instead of a kiss, you pulled back, your expression skeptical.

“are you drunk, vice chairman?” he blinked, clearly taken aback. “no, i'm sober. i'm serious.”

you laughed softly, shaking your head. “i believe you. but vice chairman, i don't want a perfect life with a perfect man. i just want to be with an ordinary guy from an ordinary family.” his face fell, his confident facade crumbling. “why not me? i'm perfect!”

you smiled, despite the annoyance of his narcissistic words clawing at your nerves, and you chose the easy way out. assuring him that he was nothing but flawless was the only way to get him to stop talking about it. “that's exactly why. you deserve someone who sees you that way, but it's not me.” the rejection hung heavy between you as you turned and walked back into your house, leaving him kneeling in the fading light.

the following day, he recounted the entire incident to jungkook, who listened with wide eyes. when he finally finished, the intern burst into laughter, unable to contain himself despite the glares from his boss.

“vice chairman, you can't just propose out of the blue like that, this isn't the eighteenth century,” jungkook said, wiping tears of laughter from his eyes.

his frown deepened, but he couldn't argue with jungkook's logic. “so, what should i have done, then?” he shrugged, still grinning. “maybe start by asking her on a date? get to know her outside of work. build a relationship first. you can't skip straight to marriage, no matter how perfect you think you are.”

the elder mulled over his words, realizing the truth in them. he had acted impulsively, driven by a fear of losing you, but dating? he was actively unfamiliar with the entire thing. in fact, he thought it was pointless. nothing but a waste of time, but if it meant stopping you from quitting, maybe it was wasting time in the best way possible.

you sat in your office, typing away at your computer, but your mind kept drifting back to the previous night. the image of your boss on one knee, his earnest proposal, and your subsequent rejection played on a loop in your head. the weight of your decision and its implications loomed large.

“hey, (y/n),” a familiar voice broke through your thoughts. you looked up to see kim namjoon, the head of finances, standing at your desk. his expression was a mix of concern and curiosity. “is it true? are you really leaving?” you offered him a kind smile and nodded. “yes, namjoon. it's true.”

the news seemed to ripple through the office. baekhyun and sooyoung, who were nearby, immediately voiced their protests. “you can't be serious!” baekhyun exclaimed, his usually cheerful demeanor clouded with disappointment. sooyoung nodded vigorously. “yeah, you've been here forever! what are we going to do without you?”

keulgi, who had been quietly observing, chimed in. “i've heard so much about your amazing work. it's going to be hard to fill your shoes.” you felt a pang of guilt but tried to reassure them with a smile on your face. “we'll all stay in touch. it's not like i'm disappearing.”

sooyoung then brightened, a mischievous glint in her eye. “how about we have a dinner after work? to welcome keulgi and to honor your nine years of hard work.” you hesitated, not wanting to make a big deal out of your departure. but keulgi's encouraging smile swayed you. “come on, it would be nice.” with a reluctant smile, you agreed.

the moment was cut short as the door to the office opened and seokjin walked in. the room fell silent, all eyes turning to him. he let the silence hang for a moment before speaking, his gaze locked onto yours. “am i invited to this dinner as well?” the tension was palpable. baekhyun hesitated before responding, glancing around at the others. “of course, vice chairman. you're welcome to join us.”

seokjin's smile was tight as he nodded. “very well. i'll see you all there.” he left the room as suddenly as he had entered, leaving your heart heavy with unspoken emotions. namjoon broke the silence, his tone light but his words carrying weight. “is it just me, or did it suddenly get cold in here?” the others murmured their agreement, exchanging glances.

“i don't know what's going on,” baekhyun said, shaking his head. “but he's been awfully on edge lately.” you remained silent, the weight of your decision and seokjin's reaction pressing heavily on your mind. the upcoming dinner promised to be an eventful one, but you couldn't shake the feeling that it would also be pivotal in the worst way possible.

you stood in front of your mirror, giving yourself a once-over. you had opted for a casual outfit, perfect for the laid-back atmosphere of the local barbeque spot where your colleagues were hosting your farewell dinner. just as you were adjusting your hair, a loud honk interrupted your thoughts. curiosity piqued, you peered out the window to see none other than seokjin, leaning against his car, looking as out of place in your neighborhood as a peacock in a flock of pigeons.

you opened the window and leaned out. “what are you doing here?” he glanced up, a smirk playing on his lips. “i'm not here to propose again, if that's what you're worried about. i'm here to pick you up.” your eyebrows shot up in surprise, “why?”

“isn't it so ordinary of me to go with my coworkers?” he replied, clearly pleased with himself. you shook your head, amusement dancing in your eyes. “yes, well done, vice chairman. give me a minute.”

you grabbed your bag and headed downstairs. as you stepped outside, you noticed his attire—an expensive suit that screamed high-end fashion. you stifled a laugh, knowing he would stand out like a sore thumb at the spot you had all agreed on. nonetheless, you entertained his gesture and got into the car. the drive was filled with light conversation, mostly about work and the upcoming transition. despite the casual nature of the evening, you could sense his effort to blend in, which you found oddly endearing. when you arrived at the restaurant, the familiar scent of grilled meat and beer wafted through the air, making seokjin's face contort in mild disgust. you chuckled at his reaction. “welcome to the real world, vice chairman.”

inside, your colleagues greeted you warmly, their eyes widening in surprise when they saw their boss. he maintained his composure, though you could see his discomfort. at the table, he attempted to take charge. “what's everyone drinking?” he asked, clearly expecting a sophisticated answer. “perhaps an old variation of whisky?”

a stunned silence fell over the group, everyone staring at him in disbelief. you nervously laughed. “they only serve beer and soju here, vice chairman.” for a moment, you expected him to bristle at the lack of his preferred drink. instead, he stifled a sigh and nodded. “beer it is, then.”

as the evening progressed, you found yourself reminiscing. it had been nine years since you first joined kim enterprises, and you vividly remembered celebrating your first day in this very spot. you were drinking beer when a younger seokjin had approached you, his demeanor confident and slightly arrogant. “do you know who i am?” he'd asked, and you'd honestly had no clue. little did you know back then just how egotistical he was.

now, years later, you watched him attempt to navigate this ordinary setting. as the night wore on, you noticed the subtle signs of him getting tipsy. his cheeks flushed, his laughter louder and more uninhibited. eventually, you decided it was time to call it a night. “i think i should take him home,” you said, standing up.

your colleagues protested, but you promised to make it up to them. they relented, and you guided a slightly unsteady seokjin to his car. the drive to his house was quiet, his head leaning back against the seat, eyes half-closed.

when you arrived, you helped him inside, supporting his weight as you guided him to his bedroom. you gently eased him onto the bed, intending to leave as soon as he was settled. but just as you were about to turn away, he grabbed your wrist, pulling you down onto the bed. you fell on top of him, your faces inches apart. his eyes, though slightly glazed, held a seriousness that made your heart race. “pretty ordinary of me to get drunk off beer, right?” he slurred, a lazy smile on his lips. your breath caught in your throat. “yes, very ordinary.”

“thank you, secretary (l/n),” he mumbled, his eyes closing. he fell asleep almost instantly, his grip on your wrist loosening. you stayed there for a moment, your heart pounding, before carefully tucking him in. you watched him for a few seconds longer, your emotions a whirlwind. finally, you tore yourself away, quietly leaving his house and heading home, your mind a jumble of thoughts and feelings you couldn't quite name.

the following morning, you arrived at the office early, keen to begin the handover process with keulgi. the usual hustle and bustle of the workplace greeted you, but today there was an undercurrent of anticipation and anxiety. it was the beginning of your final month at kim enterprises, and you wanted to ensure everything transitioned smoothly.

as you were explaining the intricacies of the office dynamics to keulgi, seokjin entered, looking visibly worse for wear. he massaged his temples, clearly nursing a headache from the previous night. you couldn't help but feel a twinge of guilt. you followed him into his office, where he promptly sank into his chair, wincing slightly.

“good morning, vice chairman,” you greeted, trying to keep your tone professional despite your concern. “morning,” he muttered, barely looking up.

despite your concern, you exited the office, re-joining keulgi in order to show her around. “so, these are the folders you'll need to keep track of—client files, project updates, and financial reports. everything is color-coded for easy access. emails are prioritized into high, medium, and low urgency. make sure to flag anything that needs immediate attention.”

she nodded, absorbing the information. “got it. and what about his schedule?” you handed her a tablet with his meticulously planned itinerary. “his schedule is very tight. make sure to coordinate with all department heads and external partners. he's very particular about his meetings being on time.”

as you continued the walkthrough, keulgi mentioned, “oh, by the way, i noticed one of the legs on his chair was falling apart, so i put it together with some cables.” your eyes widened in shock, “what kind of cables?”

“rubber cables,” she replied, confusion etched on her face at your reaction. your heart sank. without another word, you rushed into seokjin's office, your pulse racing. the sight that greeted you confirmed your worst fears. he was on the floor, shaking, his head in his hands, his entire demeanor shattered.

“vice chairman!” you cried out, rushing to his side. “i'm so sorry, she didn't know—” he didn't respond, his breathing erratic. you quickly reached for the chair and cut off the rubber cables. the moment they were gone, his shaking subsided, though his face remained pale and his expression haunted. keulgi, realizing the gravity of the situation, joined in the apologies, her voice frantic. ”i'm so sorry, vice chairman. i didn't know—“

seokjin's gaze was ice cold as he finally looked up at you, his eyes filled with a mixture of anger and something you couldn't quite place. “is this how you're carrying out your duties, secretary (l/n)?” you stood there, stunned and silent. the warmth and camaraderie of the previous night seemed like a distant memory. his words cut through you like a knife, and for the first time, you had no response.

seokjin struggled to his feet, regaining his composure with great effort. “leave,” he commanded quietly, the tension in his voice unmistakable. you and keulgi hurried out of the office, the weight of the incident heavy on your shoulders. outside, you tried to reassure her, but the shock of your boss's reaction lingered.

inside his office, he sat down once again, burying his face in his hands. he mentally cursed himself for his harsh words. his eyes fell on the rubber cables now discarded in the trash can, and a shudder ran through him. memories he'd fought to bury resurfaced, and he struggled to push them back down. the trauma, long kept at bay, clawed its way to the surface. he knew he had overreacted, and he hated himself for it. he had to apologize to you, but the thought of facing you after what had just happened seemed insurmountable. how could he explain the depth of his fear, the reason for his reaction? for now, he could only sit there, the remnants of his vulnerability on display, hoping he hadn't irrevocably damaged the fragile relationship he had with you.

he sat behind his expansive mahogany desk, its polished surface reflecting the ambient light filtering through the large, floor-to-ceiling windows of his office. the cityscape of seoul lay sprawled out behind him, but his attention was far from the view. instead, his eyes were unfocused, staring blankly at the stack of documents in front of him. his mind was elsewhere, fixated on the conversation he'd had with his intern just days ago.

jungkook, seated opposite to him with his laptop open, was discussing the final preparations for the launch of their new art gallery. the young intern's enthusiasm was palpable, his voice animated as he detailed the latest developments, the artists who had confirmed their participation, and the final touches needed for the grand opening. but despite his energetic briefing, seokjin's mind kept wandering back to a single, pivotal point in their earlier exchange.

“you can't just propose out of the blue,” jungkook had laughed, his eyes sparkling with amusement. “you need to take it slow. ask her out on a date first.”

seokjin's usually sharp mind was dulled by the weight of those words. proposing had seemed like a logical solution to him. a clear, decisive action to keep you from leaving. but now, in the wake of jungkook's advice, he realized how absurd it must have seemed. how uncharacteristically rash and desperate. the thought of asking you out on a date, a simple date, felt strangely daunting.

“vice chairman? are you listening?” jungkook's voice cut through his reverie, pulling him back to the present. he blinked, forcing his attention back to his intern. “yes, jungkook. i'm listening. the gallery—” he trailed off, struggling to find the thread of their conversation.

he raised an eyebrow, a knowing smile playing on his lips. “the gallery launch is on track. but you don't seem very interested today. is something on your mind?” he sighed in response, running a hand through his perfectly styled hair. he prided himself on his composed and unflappable demeanor, but today, he felt anything but. “it's nothing. just some personal matters, as some would say.” he couldn't bare to focus on the project at hand. no, in fact, he was ready to execute a project of his own.

the soft hum of conversation and clinking of cutlery filled the air as you and your friends settled into a cozy corner booth at a chic restaurant. the atmosphere was relaxed, with warm lighting and comfortable seating that made it perfect for a catch-up lunch. your girlfriends were animated and full of news, and you found yourself caught between genuine happiness for them and a pang of wistful longing.

one of your friends, jiho, was regaling the table with stories about her recent wedding. her eyes sparkled with joy as she described the ceremony, the heartfelt vows, and the beautiful reception. you smiled and applauded her enthusiasm, but inside, you couldn't help but feel a twinge of jealousy. the idea of finding such happiness seemed elusive, and your heart ached slightly at the thought.

“you're going to love being married,” jiho said, her voice full of contentment. "it’s just wonderful." you nodded, offering a supportive smile. “i'm so happy for you, jiho. it sounds like it was a perfect day.”

as she continued sharing details, your other friend, minji, leaned in, her eyes twinkling with a mischievous glint. “speaking of perfect days,” she began, “i have something to tell you. my husband’s friend saw your profile on social media and, well, he’s been asking about you.”

your heart skipped a beat. minji's husband had been a close friend of yours for years, but you had no idea who the friend in question was. the idea of someone from his circle showing interest was both flattering and daunting. “what’s he like?” you asked cautiously. minji grinned. “he’s a nice guy, charming and successful. i think you’d get along. how about we set up a blind date?”

you hesitated. the idea of a blind date was daunting, but the prospect of meeting someone new, especially someone vetted by friends, was appealing. you glanced at your friends' eager faces and took a deep breath. “okay, i’ll do it.” minji clapped her hands excitedly. “great! i'll set it up and let you know the details.”

just as the conversation shifted to wedding anecdotes and dating possibilities, a cheerful waitress approached your table with a friendly smile. “excuse me, ladies,” she said. “we’re conducting a survey to improve our service and, in exchange, we’d like to offer you a free appetizer. would you be interested?” your friends, always up for a little extra perk, agreed enthusiastically, and you followed suit. the waitress handed over a clipboard with a short survey and left to fetch the appetizer.

thu looked over the questions with mild curiosity. the first asked, “ideal date spot with your significant other?” the second, “ideal activities with significant other?” and the last, “ideal gift given by significant other?” you answered thoughtfully, trying to balance your idealistic dreams with the reality of your current situation. as you finished filling out the survey and handed it back to the waitress, you felt a slight nagging sense of familiarity with the tone of the questions. they seemed familiarly bosay and demanding, almost like they were trying to gauge your relationship ideals with a hint of urgency. but you brushed off the feeling, focusing instead on the excitement of the impending blind date and the lively conversation with your friends.

in the dimly lit rec room of seokjin's luxurious house, the soft clack of pool balls punctuated the otherwise quiet evening. jungkook lounged on the leather sofa, his gaze fixed on him, who was confidently taking shots at the pool table with practiced ease. the game seemed to serve as a backdrop for their conversation, but jungkook's attention was focused on the stack of papers spread out on the coffee table.

“you did what?” his voice was a mix of incredulity and disbelief as he stared at the surveys before him. the questions and answers were neatly recorded on the forms, and jungkook couldn't believe what he was seeing. seokjin, with a proud smirk, took another shot, his movements graceful and deliberate. “i paid the restaurant to hand out those surveys,” he said, a hint of satisfaction in his tone. “i wanted to see what kind of answer i'd get. and now, i need you to find the one with her name on it.”

jungkook’s eyebrows shot up in shock. “you’re seriously crazy, this is way over the top.” ignoring the incredulous glares from his elder, he picked up the stack of surveys and began sifting through them. his hands moved quickly, flipping through each paper as he muttered under his breath. “this is insane. what are you trying to accomplish?”

seokjin, meanwhile, remained focused on his game, the smirk never leaving his face. his confidence was unwavering, but jungkook could sense a trace of anxious anticipation beneath the surface. after what felt like an eternity to him, he finally spotted the survey with your name. he held it up, slightly hesitant. “here it is. this is the one.”

his eyes lit up with a mixture of excitement and triumph. he rushed over, snatching the paper from his hands with a deft movement. his gaze was fixed on the survey, and as he read through your answers, his smirk broadened into a genuine, if somewhat smug, smile.

“how childish,” he remarked aloud, his voice laced with a blend of amusement and satisfaction. he began reading your responses aloud with a playful tone. “ideal date spot: an amusement park. ideal activities: rides, very charming. ideal gift: a teddy bear.” jungkook watched, his initial skepticism replaced by bemused curiosity. “seriously? you’re actually taking this seriously?” he had never been more serious.

the call came just after you wrapped up your brief lunch with your friends, the sound of seokjin’s voice crackling through the speaker, urgent and commanding. “you need to meet me immediately,” he said, his tone brooking no argument. he gave you the coordinates, and you found yourself driving across town with a mix of curiosity and trepidation. arriving at the amusement park, you were surprised to see it eerily quiet and closed for the night. you sat on a bench near the entrance, trying to piece together what he could have possibly wanted in such an unconventional setting. the minutes ticked by slowly until seokjin finally appeared, stepping out of the darkness with his usual confident stride.

“what’s going on?” you asked, rising from the bench to meet him. “why did you bring me here?” his eyes twinkled with a secretive glint. “we’re going to be here for the night. i have a ‘free pass,’ so to speak.”

you blinked, puzzled. “a free pass? but the park is closed.” seokjin simply smiled, taking your hand and leading you towards the entrance. “just follow me.”

as you walked through the empty park, the moonlight casting long shadows across the deserted grounds, you couldn’t help but feel a mix of excitement and apprehension. he guided you to one of the rollercoasters, and despite your protests, he insisted on riding it first. the rollercoaster roared to life, and as you climbed higher and higher, your heart raced with a blend of thrill and terror. when the ride finally came to a stop, you were visibly shaken, your hands still gripping the safety bar as if it were your lifeline.

he turned to you, his face stoic but his eyes searching. “did you have fun?” you hesitated, your voice trembling. “it was fun, i guess.”

he raised an eyebrow, sensing your unease. “why do you seem so hesitant?” you sighed, feeling a bit embarrassed. “it was too scary. i wasn’t expecting it to be so intense.” he looked at you with a mixture of concern and amusement. “then why did you go on it?”

“because you asked me to,” you admitted. a smile curved his lips, and he quickly shifted gears. “alright then, let’s go on rides you want to enjoy.” your face lit up with relief and excitement. you led him towards the merry-go-round, and as the ride spun in gentle circles, you felt a wave of childhood nostalgia. you waved enthusiastically, feeling the pure joy of the moment. he watched you, his gaze softening as he took in your happiness.

the merry-go-round went around seven times, and as you disembarked, you couldn’t stop smiling. seokjin then guided you into the park’s restaurant. to your surprise, the place was completely empty.

“what’s all of this?” you asked, glancing around in awe. he shrugged casually. “i rented everything out for the night. consider it a going-away present.”

your heart fluttered at his gesture. “thank you, vice chairman.” he smiled, slicing a steak and placing it in front of you. as you dug into the meal, he glanced at you with genuine interest. “why did you enjoy the merry-go-round so much?”

you hesitated, then opened up. “it was one of my favorite rides as a child. i used to watch it from afar, because my parents never had the money to let me actually ride it.” hiw expression softened, a shadow of sadness crossing his face. “i'm sorry to hear that.”

the meal continued in a comfortable silence, broken only by the occasional clinking of cutlery. after you finished, hw told you there was one more surprise. “just be patient,” he said with a hint of mischief in his eyes. curious, you followed him outside to a spot overlooking the sea. As you waited, the crackling sound of fireworks filled the air, bursting into vibrant colors against the night sky. your eyes widened with delight as you watched the display.

“isn’t it pretty?” you asked, turning to seokjin. his gaze was fixed on you, not the fireworks. “beautiful,” he replied, his voice low and sincere.

the car ride back was filled with a charged silence. as you stared out the window, a memory of the survey and its bossy tone flashed in your mind. you turned to Seokjin, your eyes wide with realization. he looked at you with a smug smile, clearly enjoying the surprise. before you could ask more, the car pulled up to your home. he exited and opened your door, handing you a large, stuffed teddy bear from the trunk. you were overwhelmed with gratitude and, in a moment of pure joy, you hugged your boss tightly.

to your astonishment, he hugged you back, his embrace warm and reassuring. as you pulled away, both of you were so close. too close for comfort. you knew better, stopping yourself as you glanced at the time. “it’s getting late,” you said softly. he nodded, his eyes reflecting a mix of emotions. “good night. i'll see you in the morning.”

the morning sun streamed through your bedroom window, casting a gentle glow over the room as you prepared for another day at work. you had almost forgotten about the stuffed teddy bear seokjin had gifted you the night before. as you reached for it, something shifted inside its pocket. curiosity piqued, you reached in and pulled out a small, elegant box.

opening it carefully, you found a delicate silver necklace inside. the intricate design and glint of the metal took your breath away. you were momentarily stunned, not expecting such a thoughtful gift. after a moment of hesitation, you decided to keep the necklace. you slipped it into your pocket, planning to wear it later.

at the office, you settled at your desk, the necklace still weighing on your mind. as you worked, you fished it out of your pocket and admired it, the silver catching the light. unbeknownst to you, he was watching from his office across the hall. his gaze softened as he observed you, a small, admiring smile on his lips. the sight of you, glowing with a mix of wonder and appreciation, made him think how gorgeous you were.

you finished adjusting the necklace around your neck, and as you headed to the bathroom, your phone rang. it was minji, her voice excited and insistent. “hey, i was just wondering if you’re still up for that blind date with my friend today? i know it’s short notice, but he’s really looking forward to it!”

it took a moment for the reminder to hit you. the blind date slipped your mind amidst the whirlwind of yesterday’s events. you agreed, albeit with some reluctance. “sure, i’ll meet him. just let me know the details.” as you entered the bathroom, keulgi emerged from a stall behind you, startling you. she had apparently overheard your conversation.

“are you going on a date?” she asked, her voice filled with surprise and curiosity. caught off guard, you nodded, glancing around to make sure no one else was within earshot. “yes, but please keep it quiet.” keulgi, ever enthusiastic, promised to keep it to herself. however, her enthusiasm got the better of her. as soon as you left the bathroom, she couldn't resist sharing the news with the rest of the office.

when you returned to your desk, the atmosphere in the office had noticeably shifted. colleagues whispered excitedly and shot you curious glances. the office buzzed with the news of your impending date. seokjin, who had been outside his office listening to the commotion, seethed with jealousy. his earlier soft smile had vanished, replaced by a scowl that betrayed his irritation. he paced back and forth, trying to control his frustration.

the excitement and chatter from your colleagues did nothing to ease his anger. his mind raced with thoughts of the date and the implications of your newfound interest. he couldn’t shake the feeling of possessiveness that gnawed at him, and the thought of someone else taking you out only fueled his frustration. the more he listened to the enthusiastic reactions of his staff, the more he felt his grip on his emotions slipping. he knew he needed to act, but he was caught between his pride and the undeniable feelings he had been trying to cast away.

the date began at a quaint, upscale café, where you met your blind date, taehyun. he greeted you with a polite smile and an amiable demeanor. as you made small talk, discussing interests and hobbies, taehyun seemed genuinely pleasant, though his compliments caught you off guard. “you look absolutely gorgeous tonight,” he said with a warm smile.

you blushed slightly, feeling a mix of embarrassment and surprise. “thank you,” you replied, attempting to refocus the conversation. as you chatted, you noticed that his tie was hanging loose and uneven. it irked you more than you expected, and you reached over to fix it, hoping to tidy up his appearance. he watched with a smile as you deftly adjusted the tie, clearly appreciative of the attention to detail.

just as you were about to continue the conversation, a loud, urgent yell interrupted the moment. “secretary (l/n)!”

you and taehyun both turned to see seokjin striding toward your table, his expression stormy and his eyes locked onto you with barely concealed anger. your heart skipped a beat at the sight of him. “vice chairman?” you asked, confusion mingling with concern. “what’s going on?”

he stopped in front of your table, his demeanor tense. “i need to see you urgently,” he said, his voice firm and unwavering. you glanced at taehyun, apologetic. “i’m so sorry, it seems to be an emergency.”

you followed him outside, where he led you to his waiting car. the drive began in silence, the air thick with unspoken tension. the car came to a sudden stop in the middle of the road, and you turned to seokjin, your anxiety growing. “what’s the matter?” you asked, trying to keep your voice calm despite the unease you felt.

his gaze was cold, his usual confident demeanor replaced by a stern, almost menacing composure. “never do that again,” he said, his voice carrying a tone of finality.

you frowned, confusion clouding your expression. “what do you mean? what did i do?” his eyes locked onto yours with intensity. “never let me see you with another man like that again.”

you didn’t respond immediately, and his jaw clenched as he seemed to wrestle with his emotions. finally, he added, “i don’t want to see you with anyone else. it’s not something i'm willing to accept.” the confession left you stunned. you stared at him, a mixture of surprise and realization dawning on you. the implications of his words were clear, and the protectiveness in his tone was undeniable. the car ride continued in silence, with the weight of his words lingering between you.

back at home, you went through your evening routine, attending to various tasks around the house. the day's events had left you both physically and emotionally drained. you found solace in a small ritual that had been a comforting presence throughout your life—your diary. sitting down at your desk, you pulled out the well-worn book, its pages filled with a mixture of memories, dreams, and sketches. as you flipped through the pages, you came across a series of drawings. they depicted a younger you and a boy, playing and laughing together. the accompanying writing read, “i miss you, brother.” the words tugged at your heart, and you felt a pang of sadness.

the drawings were a testament to a bond that had once been a central part of your life. as you closed the diary and set it aside, you felt the ache of missing something—or someone—important. the day’s events had stirred up memories you weren’t quite ready to confront.

later that night, as you drifted off to sleep, the familiar haze of dreams enveloped you. in your dream, you found yourself in a dimly lit basement, a place filled with shadows and echoes of the past. the little boy from your diary appeared, standing before you with a stern expression. you felt tears streaming down your cheeks, overwhelmed by a mixture of regret and longing. the boy began to scold you, his voice echoing with an authority that seemed to pierce through your sorrow. despite the scolding, you felt a deep sense of gratitude.

“thank you, kim soo—seo—” you started, trying to recall his name. but before you could finish, the boy cut you off with a tsk. “no, stupid. my name is kim seo—” the name was just on the tip of your tongue, but you couldn’t quite grasp it. the dream began to fade, and you woke up with a start, heart racing and breath uneven.

sitting up in bed, you felt the weight of the dream pressing on you. the name “kim seo” lingered in your mind, but it was elusive, slipping away before you could fully remember. the dream had left you with a deep sense of loss and confusion, and you were left grappling with the fragments of a memory that seemed to evade your grasp. as you lay back down, you couldn’t shake the feeling that there was something significant you were missing, a connection that was just out of reach. the memory of the dream and the name echoed in your thoughts, haunting you as you tried to find solace in sleep once more.

seokjin arrived at work the following day with a heavy air of exhaustion surrounding him. he trudged through the office, his usual confident stride replaced by a sluggish, disoriented gait. as the morning wore on, it became increasingly clear that he was struggling to stay awake. his head bobbed with fatigue as he sat at his desk, his eyes slipping shut despite his efforts to remain alert.

concerned, you approached his desk, gently shaking his shoulder. “vice chairman, are you alright?” when there was no response, you shook him harder, your worry mounting. his body felt unnervingly heavy, and it became clear that he was deeply asleep, his breathing uneven. panic surged through you as you realized the severity of the situation. without hesitation, you grabbed your phone and dialed for emergency services.

the paramedics arrived swiftly, their professional demeanor a small comfort amidst the chaos. you watched anxiously as they wheeled him into the ambulance. your heart pounded in your chest, and despite knowing it was likely nothing serious, you refused to leave his side.

in the hospital, as the medics prepared him for further examination, they reassured you that his condition wasn’t critical. “he’s just exhausted,” one of the paramedics said. “it’s likely just severe fatigue. you can go in once we’re done.” when you were finally allowed in, he was still asleep, his face pale and drawn. you took a seat next to him, trying to steady your breathing as you buried your face in your hands. the sight of him, knocked out cold, was deeply unsettling. It reminded you of something from your past—something too familiar.

as you stared at him, your thoughts drifted back to the boy from the basement. the way he was unconscious on the floor when the lady had taken you—the same position, the same labored breathing, the same pale complexion. the memories came rushing back, painful and vivid. the name “kim seo” echoed in your mind, but it didn’t quite fit. then you remembered the boy’s full name, “kim seohyeon.” the realization came with a jolt. “kim seohyeon,” you whispered to yourself, the name feeling strangely natural as it rolled off your tongue.

your relief was fleeting, however, as a chilling thought struck you. seokjin’s mother had asked you not even a couple days ago, “what do you think about my hyeon?” it wasn’t just a fragment of a bad memory—it was a piece of a puzzle falling into place. hesitantly, you turned your gaze back to him, who remained motionless. your heart raced as you said, “kim seohyeon.” your voice was shaky, trembling with the weight of the revelation.

for a moment, the room was silent, and you felt a brief sense of relief as though your words had broken the tension. but then, he stirred, his eyes fluttering open. his gaze was bleary, and he blinked at you in confusion. “what is it?” your heart sank as you saw his groggy, disoriented expression. the name you had just spoken had clearly registered with him, but his response was laced with irritation and confusion. you were left grappling with the enormity of the realization that seokjin—kim seohyeon—was more deeply connected to your past than you had ever imagined.

you took a deep breath, trying to steady the storm of emotions surging within you. “kim seohyeon,” you repeated, your voice trembling as you looked at seokjin. his eyes, which had been closed in exhaustion, flew open at the sound of his name. the shock and recognition dawned on his face as he fully grasped the situation. “it was you,” you said, your voice laden with disbelief.

your heart pounded as you pieced together the fragmented memories that had haunted you for so long. “i remember now,” you began, your voice quivering. “there was a boy—you were in the basement with me.” his expression shifted from confusion to horror as the realization sank in. “the dreams i’ve been having,” he said, his voice barely a whisper. “a black-haired woman, a basement—i’ve been dreaming about it for weeks.”

the pieces began to fall into place for you. “the boy i kept searching for, the one i couldn’t remember clearly—it was you. we were together in that basement. i’ve been trying to find you all this time, but i didn’t know it was you.” the enormity of the realization hit you like a tidal wave, and you began to sob uncontrollably. you had spent your entire life searching for the boy from the basement, the boy whose memory had haunted you for years. to discover that he was right under your nose all along, that seokjin was the one you had been seeking—it was overwhelming.

the flood of emotions surged through you, and the connections you had been struggling to piece together suddenly fell into place. the cables, the fear, the strange sense of familiarity—all of it made sense now. the sobs wracked your body, and you felt a deep, raw anguish as you realized how close you had come to losing him without ever knowing.

his gaze softened as he watched your breakdown. his usual composure and egotism crumbled in the face of your distress. weakly, he reached out to you, his hand trembling slightly. “it’s okay,” he said softly, his voice filled with a tender concern that was rare for him. “i’m here.” you hesitated for a moment, but then, seeking solace, you moved into his embrace. his arms wrapped around you, providing a comfort that felt both foreign and deeply familiar. you continued to cry, each sob a release of the pent-up fear and sorrow that had built up over the years. he held you close, his own breath shaky as he struggled to process the gravity of the situation. he stroked your hair gently, his touch soothing and steadying. the warmth of his embrace provided a sense of security that you hadn’t felt in a long time.

as your sobs began to subside, he pulled back slightly, tilting your chin so that you looked up at him. his eyes were filled with a mix of empathy and resolve. “you found me,” he said softly, his voice trembling with the weight of the moment. his words, though simple, carried a profound meaning. the realization that you had finally found him, the person you had been searching for, was both a relief and a heartbreak. in that moment, the intensity of your emotions reached a peak, and he leaned in, closing the gap between you.

his lips met yours in a kiss that was gentle at first, but quickly grew more passionate. it was a kiss that spoke of the pain, the longing, and the deep connection that had been forged through shared battles. you responded, kissing him back with equal fervor, allowing the years of separation and anguish to dissolve in the intensity of the moment. when the kiss finally broke, you both pulled back slightly, breathless and awestruck. the weight of the past had been acknowledged, and the connection between you was solidified in a way that was both profound and healing.

he looked into your eyes, his expression a mix of vulnerability and resolve. “we'll be okay,” he said softly, his voice filled with a newfound determination. you nodded, feeling a deep sense of relief and hope.

the weeks following the revelation passed in a strange, uncomfortable silence. despite the deep bond you and seokjin now shared, an unspoken tension lingered in the office. the connection between you had shifted, but neither of you quite knew how to bridge the gap between your past traumas and your present reality.

he had revealed to you the reason behind his name change to seokjin. his parents had insisted on the new identity as a protective measure, believing that if seohyeon no longer existed, the woman who had once terrorized him would never be able to find him. this revelation, while reassuring, had also created a chasm between you two that was hard to navigate.

one afternoon, as the silence in the office grew increasingly heavy, he called you into his office. his demeanor was serious as he gestured for you to take a seat. you entered, your heart racing slightly, unsure of what to expect. “thank you for coming,” he began, his voice steady but laced with an undertone of something you couldn’t quite place. “i need you to do something for me.” you straightened in your chair, adopting a professional tone. “what is it?”

seokjin looked at you with an intensity that made your breath catch. “i need you to be my girlfriend.” the words hung in the air between you, and you were momentarily stunned into silence. “what?” you managed to ask, your voice betraying your shock.

his gaze softened as he continued, his expression vulnerable. “i’ve been thinking a lot about us. after everything we’ve been through, i realized how much i care about you. i need you in my life, not just as my secretary, but as my girlfriend.”

his confession touched you deeply, and you felt a swell of emotion rise within you. “vice chairman” you began, struggling to find the right words. “i didn’t expect this.”

he nodded, his gaze never leaving yours. “i know. it’s sudden, and i understand if you need time. but i wanted to be honest with you about how i feel.” the sincerity in his voice, combined with the gravity of his words, made your heart ache with a mix of relief and hope. you were touched by his honesty and the way he had finally allowed himself to be vulnerable with you.

he then leaned forward slightly, his expression shifting to something more earnest. “there’s one more thing,” he said, his voice lowering. “i need you to kiss me.”

your eyes widened at his request. the gravity of the moment, coupled with your feelings for him, made your pulse race. you nodded slowly, feeling a surge of emotions—affection, longing, and a deep connection. you stood up and walked over to him, your heart pounding in your chest. his gaze followed you, his expression a mixture of anticipation and tenderness. as you reached him, you leaned in, closing the distance between you.

the kiss was tender, filled with the emotions you both had been holding back. It was a sweet, unspoken promise of a new beginning. he responded gently, his hands resting on your back as he deepened the kiss. when you finally pulled away, both of you were breathless, your faces flushed with the intensity of the moment. he looked at you with a soft smile, his eyes reflecting the vulnerability and affection that had been building between you.

his voice was soft and teasing as he traced his fingers gently along your back. “this means you’ll be my girlfriend, doesn’t it?” the playful tone in his voice, combined with the tender touch, made you smile despite the whirlwind of emotions you were feeling. you nodded, feeling a mix of excitement and affection. “yes, it does.”

his eyes lit up with a genuine smile, his teasing demeanor giving way to something more heartfelt. “i’m glad to hear that. i’ve been wanting to ask you for a long time, but i didn’t know how.” you laughed softly, shaking your head. “you didn’t need to wait so long. i think we both knew how we felt about each other.”

his smile widened as he pulled you into a gentle hug, his arms encircling you with a sense of relief and contentment. “i guess it’s true,” he said, his voice warm and sincere. “sometimes, the things you’re looking for are right in front of you.” they really were, as it seemed.

the next few days at work were marked by an underlying tension that neither of you could quite shake off. seokjin was noticeably less cold and demanding, a stark contrast to his previous demeanor. the change was subtle but significant. he found himself taking more interest in your presence, often waving at you from across the office with a grin that was almost boyish. each time you waved back, his smile would widen, and a look of genuine joy would light up his face.

the change didn’t go unnoticed by your colleagues, who observed the shift in seokjin’s behavior with a mix of curiosity and suspicion. however, no one dared to comment, respecting the unspoken agreement that something had clearly shifted in the office dynamics.

as the days passed, his new feelings for you started to manifest in ways he hadn’t anticipated. while he relished the sweetness of your new relationship, he found himself increasingly aware of the more physical aspects of your presence. he couldn’t ignore how his pulse quickened when he noticed the way your tight skirts accentuated your figure, or how the sight of your bare legs and hair pulled back made him sweat in the middle of meetings.

he tried to maintain his composure, but the intensity of his feelings became difficult to manage. his attempts to focus on work were often disrupted by thoughts of you, and he struggled to keep his desires in check.

one afternoon, unable to ignore his escalating emotions any longer, he called you into his office. his voice, usually commanding, now carried a hint of nervousness. “can you come in here for a moment?” you nodded, entering his office with a sense of anticipation. seokjin closed the door behind you and gestured for you to lock it. his eyes were intense as he watched you comply. he then moved to pull down the blinds, casting the room into a more private, dimly lit atmosphere.

“what’s going on?” you asked, your voice tinged with concern as you approached him. he looked at you with a mixture of longing and hesitation, his gaze fixed on yours. “i need you to understand something,” he said softly. “it’s not just about what we’ve been through, or about being together. i—”

he paused, taking a deep breath as he reached out to pull you closer. the seriousness in his eyes gave way to a softer, more vulnerable expression. “i need you to know how much i care about you. and right now, i can’t help but feel…”

before he could finish, he leaned in and kissed you. the kiss was different from before—less tender, more urgent and needy. it was filled with the intensity of emotions that had been building up inside him. you responded to the kiss, your own feelings mirroring his. the kiss deepened, and the world outside the office seemed to fade away as you both lost yourselves in the moment.

it was a kiss that spoke of months of unspoken yearning, a kiss that shattered the professional façade you had both so carefully maintained. his hand found the small of your back, pulling you closer. his other hand cupped your cheek, his thumb tracing the outline of your mouth as you kissed him deeper. his tongue slipped past your lips, tasting, exploring. you gasped, your body responding instinctively to his touch.

that was it. the moment you had both been waiting for, the moment that would change everything. you could feel the tension in the room, a tight coil winding tighter with every passing second. the sound of a zipper echoed through the room as seokjin stood, lifting you onto his desk. your legs wrapped around his waist, and you could feel his erection pressing against you, hot and insistent. your breath hitched as he kissed along your neck, his teeth grazing your skin, leaving a trail of goosebumps in their wake.

he stepped back for a moment, looking into your eyes, searching for permission. you nodded, unable to form words, and he took that as his cue. his hands found the buttons of your blouse, deftly undoing them one by one. your bra was next, revealing your tits to his hungry gaze. He took one in his hand, squeezing gently, and your moan filled the room.

he leaned in, taking your nipple into his mouth. you arched your back, the sensation shooting straight to your core. he sucked, his tongue flicking over the sensitive peak, and your hips rolled against him. he groaned, his grip on your hip tightening. the anticipation was palpable as he reached for his belt, his eyes never leaving yours. you could see the need in them, the same need that was building within you. as he stepped closer, you felt his hardness pressing against your thigh, and you knew there was no turning back.

he whispered something in your ear, something filthy and thrilling, and you could feel your cheeks flush with arousal. his hands found the zipper of your skirt, sliding it down with a sound that seemed unnaturally loud in the quiet office. your skin prickled with excitement as the fabric fell away, revealing your lacy underwear. his hand slid under the fabric, his fingers finding your wetness. he groaned again, his breath hot against your neck. “you're so wet for me,” he murmured, his voice thick with desire.

you nodded, your eyes closing as he began to stroke you, his touch tentative at first, then growing bolder as your moans grew louder. your body was on fire, every nerve ending alive with sensation. you knew you were his, and he was yours, in this every stolen moment of passion.

with a final tug, his hand found your bare skin, and you gasped as he touched you, his fingers exploring your folds with an urgency that mirrored your own. you could feel your core tightening around his touch, desperate for more. he pulled back slightly, a smirk playing on his lips as he watched your reaction. “you like that, don't you?” he asked, his voice a low growl. you nodded, your eyes glazed over with desire. he leaned in, capturing your mouth again in a bruising kiss as his thumb began to circle your clit. the sensation was overwhelming, and you felt yourself getting closer and closer to the edge. you didn't know if you could hold on much longer.

suddenly, he stopped, his hand moving away from your panties. you whimpered in protest, but he just chuckled, a dark sound that sent shivers down your spine. “patience,” he murmured, “we're just getting started.”

with surprising strength, he flipped you over, so that you were now lying face down on his desk, your ass in the air. he stepped back, and you could feel his eyes on you, taking in the sight of your exposed body. you felt a thrill of exhibitionism, knowing that he was seeing you in such a vulnerable state.

he leaned over you, his breath hot on your ear. "you're so fucking beautiful," he whispered, his voice filled with lust. his hand came down in a firm smack on your ass, and you yelped in surprise. the sting was quickly replaced by a warmth that spread through your body, making you wetter than ever.

he smacked you again, harder this time, and you moaned. the sound seemed to spur him on, and his hand began to move in a steady rhythm, alternating between gentle caresses and firm slaps. you felt yourself getting wetter with every hit, your body begging for more. “do you like that, baby?” he asked, his voice strained with his own need. “yes,” you managed to gasp out, your voice shaky. “more.”

he complied, his hand coming down harder and faster, each smack echoing through the room. you could feel yourself getting closer, your body trembling with the effort of holding back. and then, with one final, brutal slap, you shattered, your orgasm ripping through you like a storm. he leaned down, his breathing ragged, and kissed the back of your neck. “you're mine,” he murmured, his voice possessive. “mine to claim.”

and with that, he reached for his own pants, his hands shaking with desire. he freed himself, and you could feel the tip of his cock brushing against your wetness. without another word, he pushed inside you, filling you up in one swift, agonizingly sweet motion. you yelled, the pleasure overwhelming as he claimed your virginity, your body stretching to accommodate his size.

he didn't stop there, though. he began to move, his hips pistoning into you with a relentless rhythm that had you seeing stars. you could feel every inch of him, and it was more than you had ever imagined. each thrust was a declaration of ownership, each moan a promise of more to come. you pushed back against him, meeting him halfway, your body moving in perfect sync with his. you were lost in the sensation, the pain and pleasure melding into something indescribable. your hands gripped the edge of the desk, knuckles white, as you held on for dear life.

“fuck, you're tight,” he grunted, his voice strained. “so tight.” your response was a whimper, your throat too tight to form words. all you could do was moan and arch your back, taking him deeper, letting him fill you completely. the room spun around you as he picked up the pace, his hands digging into your hips as he drove into you. you could feel his climax building, his breaths coming in harsh pants against your neck. and then, with a final, guttural groan, he came, his warmth flooding into you.

you collapsed onto the desk, your body spent, as he pulled out and leaned over you, his chest heaving. he kissed your shoulder, his breathing slowly returning to normal. the room was silent, save for the sound of your ragged breaths.

for a moment, you both just stayed there, basking in the afterglow of what had just happened. but reality began to seep back in, and you felt a sudden rush of self-consciousness. you were his secretary, and you had just had unprotected sex on his desk. the implications of your actions were just beginning to hit you.

seokjin must have noticed the change in your demeanor because he leaned in, whispering in your ear, “don't worry, i've got you.” his words were soothing, but they didn't entirely ease the anxiety coiling in your stomach. he helped you sit up, and you both began to straighten your clothes, trying to erase the evidence of your passionate encounter. your heart was racing, and you couldn't help but steal glances at him, seeing him in a new light. “we can't do this again,” you said, your voice barely above a whisper. “what if someone finds out?”

he turned to face you, cupping your cheek. “they won't,” he assured you. “this is our secret.” his eyes searched yours, and you could see the determination in them. “but if they do,” he trailed off, a smug smile playing on his lips. “well, then they'll just have to deal with it. you're my girlfriend, after all.”

you couldn't help but smile back, his confidence infectious. but deep down, you knew that this was just the beginning. the line between professional and personal had been irrevocably crossed, and there was no going back.

✧.*

a/n: literally no one asked for this idc this is so funny to me i based the name off one drama and the plot off another goodbye

[justtasia]

Situatuon update/little story time under cut:

It took me like 40 minutes and honestly I have no idea whether they are willing to hire me or not. I was interviewed by two quiet chill guys which is nice because they doesn't make me more anxious but they were demanding for sure.

I applied for the position of a customer consultant but in a totally different field than one I had worked before. At the beginning, they asked about quite obvious things, such as "what sales indicators are you familiar with", "what the standards of customer service looked up in my previous job", "which of your skills you can use in this job" ect.

Easy.

In second, more practical part they wanted to test if I can use some "marketing witchcraft" (i love to call it that way) like language of benefits to sell phone X instead of phone Y that theoretical client want.

Feel like I could do it better cuz I knew what I want to archieve but got lost in my own explanation in a few moments. I know something about technology, but it's not my main interest. It defenitley wasn't my best performance, but it wasn't the worst one either. Just hope they see that I'm trying my best and I care.

And little offtop: before we got to that, one of them asked me to take out my phone and use it as a requisite X to scene. I honestly didn't expect something like that, but in the morning I unhooked my acrylic straps just to look more like a healthy functioning serious adult and god, I'm so glad I did it. No ideal if they would see anime stuff as professional but it was better for me personally. I swear I would have started laughing my ass off if a 30-something y/o man insisted that he want phone with catboy Reiji and Laito merch. That's just too bizzare.

^ The acrylics in question. Fun fact, they are glued together with double-sided tape. Firstly I did it cuz they hit each other and made noise with every movement. Then I found od that their backs were poorly secured in production. I also had a Yuma keychain from the same series and the print came off quickly. That tape unintentionally lenghten they livespawn. Little weird at first glance but works!

But that's just my silly thought. Back to the point: After that little roleplay they did another specific thing I wasn't really prepared for. They gave me company's leaflet and told me to remember as many details as possible while we were still having chit-chat. After a few minutes, they started asking me questions about what I remembered. Same as with the previous one - it's hard for me to judge whether they were satisfied enough, because it wasn't perfect either. I focused more on the first casual conversation and because of that my answer was quite accurate or slightly different from the content of the leaflet.

I feel quite mixed but I'm not focusing on thinking abt a negatives yet. If nothing changes by friday or I get a negative response then... Wellp. It is what it is. Psy szczekają, karawana jedzie dalej. As we says. I'll just keep looking.

(Not DL related thing this time)

I'll have a job interview in an hour. Please wish me luck and keep your fingers crossed for me. I'm really stressed out this time and I really need it >.<

[were--ralph]

hello, I'm 16 years old, and I love weed.

I am also decently good at picture editing. furthermore, I detest only having street weed available to me. so when my friend showed me an app that delivered weed, for cheaper than street weed, with higher quality than street weed, I was very happy. I asked her if we needed IDs and she said her sister said no, go to the website, you need an ID. I'm very tenacious person, I went to a break room to get water but they were out of plastic cups so instead of giving up I filled up a plastic bag with the water and drank it like a cat. so what I did is I took my debit card, a blank piece of paper, and a cut up plastic bag, and I did a little photo shoot with him on my table. The card was to capture the dimensions of an ID card, the film was to capture light in a way that an ID card might capture light, and the blank piece of paper was to have under the plastic so it could be more easily applicable as a light map than my table. so, I spend the next hour, mind you the started at 2:00 am, editing an ID onto the table. this wasn't even the ID I wanted to use for the website, this was just a mock-up using one I found on Google images. And what do you know, I got it really fucking convincing. so convincing that when I showed my friend, his response wasn't "look at that obviously digital ID," his response was "look at that obviously fake ID," which was something that could be remedied. for I had scaled the mountain and I had created something from nothing, I had used my birthright of Creation to fucking make a picture of an ID on my table, that looks like it actually existed. It had depth, had lighting, it had pixel by pixel editing. so I go and edit the image of the fake ID and put my face on there and a fake name of my choosing with dates that don't look too suspicious. And then I evolved my creation to be me. I, now a 22-year-old, was sitting on my table. My name was Aron Parker Russo, I was born 2 days after my birthday but 6 years before it. I had created a reality in which I was unquestionably able to buy good marijuana. so I take my creation to the site, and I upload the picture for whichever benevolent employee spends their days mulling over IDs not really giving a shit and just glancing at them to review them. And then, to my utmost horror, it was an AI that scanned the ID. I still tried, I tried to got it through, but it was no use, because the reality I had created was not a reality in which Aaron Parker Russo was known by the government. This is my 13th reason, and I think it could be a banger ass Tumblr post.

I'll be honest, I didn't read this it was way too long, but im glad things worked out for you.

[fans4wga]

25 June: IATSE and studios reach tentative agreement

"With more than a month to go before IATSE‘s current contracts expires, the union and the studios have come to a tentative agreement on a new deal.

As fears of another Hot Labor Summer had Hollywood anxious, the successful negotiation news Tuesday evening comes a mere two days into the resumption of talks between the parties this week.

Touting wage gains, AI guardrails, and pension and health plans increases, IATSE leaders just sent out the news to its members of its 13 Locals in Hollywood. As you can see below, with increased penalties for extended workdays, safety concerns and crew well-being played a not insignificant role in the bargaining:

Dear Basic Agreement Sisters, Brothers, and Kin: The Basic Agreement Negotiating Committee has reached a tentative agreement with the AMPTP. Below are a few of the details about the proposed deal. A complete summary of the tentative agreement will be released in a few days, and in addition to local town hall meetings, a multi-local webinar will take place on Saturday, July 13th at noon PST to review the proposed language in the Memorandum of Agreement (MOA). To avoid undermining our fellow members in the Area Standards Agreement (ASA) Locals, who remain in negotiations with the AMPTP, we will wait to release full summaries of both tentative agreements simultaneously. Some of the proposed changes in the Basic tentative agreement include: scale rate increases of 7%, 4%, and 3.5% over the three-year term; hourly workers will receive triple time (3x hourly) wage when any workday exceeds 15 elapsed hours, all On Call classifications will now receive double time on the 7th day of the workweek, and additional increases in pay will take effect on non-dramatic productions under the Videotape Supplemental Agreement. The tentative deal includes new protections around Artificial Intelligence, including language that ensures no employee is required to provide AI prompts in any manner that would result in the displacement of any covered employee. These changes in the Basic Agreement are in addition to the tentative agreements reached in the Local Agreement negotiations. For the Motion Picture Industry Pension and Health Plans (MPIPHP), the tentative agreement includes additional payments from employers that would address the $670M funding gap, including new streaming residuals. Additionally, no participant shall incur a break in service for plan year 2023. We thank everyone who participated in the 2024 Basic Agreement negotiations process. From start to finish, your input was invaluable and ensured that our Negotiations Committee was at the bargaining table with clear goals and a consensus for how to achieve them. The ratification timeline will be forthcoming and we look forward to presenting to you the complete package. In Solidarity

The correspondence to members was signed by Tobey Bays of Local 44, Cathy Repola of Local 700, Greg Reeves of Local 728, Bob Denne of Local 729, Chuck Parker of Local 800, DeJon Ellis Jr of Local 80, Alex Tonisson of Local 600, Marcy Brooks of Local 884, Patric Abaravich of Local 871, Karen Westerfield of Local 706, Brigitta Romanov of Local 892, Adam Nestra-West of Local 705, and Scott Bernard of Local 685.

The announcement to members from the Locals leaders was followed within minutes by a joint statement from IATSE and the Carol Lombardini-led Alliance of Motion Picture & Television Producers:

The International Alliance of Theatrical Stage Employees (IATSE) and Alliance of Motion Picture and Television Producers (AMPTP) announced a tentative agreement on all issues for the Hollywood Basic Agreement and Videotape Agreement negotiations. The tentative agreement is now pending ratification by the unions’ membership. Members and signatories will have the opportunity to review the agreement in the form of a Detailed Summary 2-3 days following this announcement, as well as a Memorandum of Agreement (M.O.A.) an estimated 2 weeks following this announcement. The parties now look forward to closing negotiations for the Area Standards Agreement.

To put tonight’s deal in context, the IATSE Basic Agreement covers the around 50,000 members of the mainly L.A.-based 13 West Coast Locals. The still to be completed Area Standards Agreement is for the 23 Locals across the nation and their 20,000 members.

Working on the schedule laid out by IATSE and the AMPTP tonight, and if the landing for a new Area Standards Agreement is smooth, August could usher in a rare lack of labor anxiety for a town and an industry still reeling from the pandemic, some bad business decisions, and last year’s WGA and SAG-AFTRA strikes."

[coochiequeens]

'It stains your brain': How social media algorithms show violence to boys." Make no mistake boys and young men were disgusting before they had access to smart phones but this and parents not willing to admit there's an issue are creating a whole new problem.

Cai says violent and disturbing material appeared on his feeds "out of nowhere"

By Marianna Spring BBC Panorama

It was 2022 and Cai, then 16, was scrolling on his phone. He says one of the first videos he saw on his social media feeds was of a cute dog. But then, it all took a turn.

He says “out of nowhere” he was recommended videos of someone being hit by a car, a monologue from an influencer sharing misogynistic views, and clips of violent fights. He found himself asking - why me?

Over in Dublin, Andrew Kaung was working as an analyst on user safety at TikTok, a role he held for 19 months from December 2020 to June 2022.

He says he and a colleague decided to examine what users in the UK were being recommended by the app’s algorithms, including some 16-year-olds. Not long before, he had worked for rival company Meta, which owns Instagram - another of the sites Cai uses.

When Andrew looked at the TikTok content, he was alarmed to find how some teenage boys were being shown posts featuring violence and pornography, and promoting misogynistic views, he tells BBC Panorama. He says, in general, teenage girls were recommended very different content based on their interests.

TikTok and other social media companies use AI tools to remove the vast majority of harmful content and to flag other content for review by human moderators, regardless of the number of views they have had. But the AI tools cannot identify everything.

Andrew Kaung says that during the time he worked at TikTok, all videos that were not removed or flagged to human moderators by AI - or reported by other users to moderators - would only then be reviewed again manually if they reached a certain threshold.

He says at one point this was set to 10,000 views or more. He feared this meant some younger users were being exposed to harmful videos. Most major social media companies allow people aged 13 or above to sign up.

TikTok says 99% of content it removes for violating its rules is taken down by AI or human moderators before it reaches 10,000 views. It also says it undertakes proactive investigations on videos with fewer than this number of views.

Andrew Kaung says he raised concerns that teenage boys were being pushed violent, misogynistic content

When he worked at Meta between 2019 and December 2020, Andrew Kaung says there was a different problem. He says that, while the majority of videos were removed or flagged to moderators by AI tools, the site relied on users to report other videos once they had already seen them.

He says he raised concerns while at both companies, but was met mainly with inaction because, he says, of fears about the amount of work involved or the cost. He says subsequently some improvements were made at TikTok and Meta, but he says younger users, such as Cai, were left at risk in the meantime.

Several former employees from the social media companies have told the BBC Andrew Kaung’s concerns were consistent with their own knowledge and experience.

Algorithms from all the major social media companies have been recommending harmful content to children, even if unintentionally, UK regulator Ofcom tells the BBC.

“Companies have been turning a blind eye and have been treating children as they treat adults,” says Almudena Lara, Ofcom's online safety policy development director.

'My friend needed a reality check'

TikTok told the BBC it has “industry-leading” safety settings for teens and employs more than 40,000 people working to keep users safe. It said this year alone it expects to invest “more than $2bn (£1.5bn) on safety”, and of the content it removes for breaking its rules it finds 98% proactively.

Meta, which owns Instagram and Facebook, says it has more than 50 different tools, resources and features to give teens “positive and age-appropriate experiences”.

Cai told the BBC he tried to use one of Instagram’s tools and a similar one on TikTok to say he was not interested in violent or misogynistic content - but he says he continued to be recommended it.

He is interested in UFC - the Ultimate Fighting Championship. He also found himself watching videos from controversial influencers when they were sent his way, but he says he did not want to be recommended this more extreme content.

“You get the picture in your head and you can't get it out. [It] stains your brain. And so you think about it for the rest of the day,” he says.

Girls he knows who are the same age have been recommended videos about topics such as music and make-up rather than violence, he says.

Cai says one of his friends became drawn into content from a controversial influencer

Meanwhile Cai, now 18, says he is still being pushed violent and misogynistic content on both Instagram and TikTok.

When we scroll through his Instagram Reels, they include an image making light of domestic violence. It shows two characters side by side, one of whom has bruises, with the caption: “My Love Language”. Another shows a person being run over by a lorry.

Cai says he has noticed that videos with millions of likes can be persuasive to other young men his age.

For example, he says one of his friends became drawn into content from a controversial influencer - and started to adopt misogynistic views.

His friend “took it too far”, Cai says. “He started saying things about women. It’s like you have to give your friend a reality check.”

Cai says he has commented on posts to say that he doesn’t like them, and when he has accidentally liked videos, he has tried to undo it, hoping it will reset the algorithms. But he says he has ended up with more videos taking over his feeds.

Ofcom says social media companies recommend harmful content to children, even if unintentionally

So, how do TikTok’s algorithms actually work?

According to Andrew Kaung, the algorithms' fuel is engagement, regardless of whether the engagement is positive or negative. That could explain in part why Cai’s efforts to manipulate the algorithms weren’t working.

The first step for users is to specify some likes and interests when they sign up. Andrew says some of the content initially served up by the algorithms to, say, a 16-year-old, is based on the preferences they give and the preferences of other users of a similar age in a similar location.

According to TikTok, the algorithms are not informed by a user’s gender. But Andrew says the interests teenagers express when they sign up often have the effect of dividing them up along gender lines.

The former TikTok employee says some 16-year-old boys could be exposed to violent content “right away”, because other teenage users with similar preferences have expressed an interest in this type of content - even if that just means spending more time on a video that grabs their attention for that little bit longer.

The interests indicated by many teenage girls in profiles he examined - “pop singers, songs, make-up” - meant they were not recommended this violent content, he says.

He says the algorithms use “reinforcement learning” - a method where AI systems learn by trial and error - and train themselves to detect behaviour towards different videos.

Andrew Kaung says they are designed to maximise engagement by showing you videos they expect you to spend longer watching, comment on, or like - all to keep you coming back for more.

The algorithm recommending content to TikTok's “For You Page”, he says, does not always differentiate between harmful and non-harmful content.

According to Andrew, one of the problems he identified when he worked at TikTok was that the teams involved in training and coding that algorithm did not always know the exact nature of the videos it was recommending.

“They see the number of viewers, the age, the trend, that sort of very abstract data. They wouldn't necessarily be actually exposed to the content,” the former TikTok analyst tells me.

That was why, in 2022, he and a colleague decided to take a look at what kinds of videos were being recommended to a range of users, including some 16-year-olds.

He says they were concerned about violent and harmful content being served to some teenagers, and proposed to TikTok that it should update its moderation system.

They wanted TikTok to clearly label videos so everyone working there could see why they were harmful - extreme violence, abuse, pornography and so on - and to hire more moderators who specialised in these different areas. Andrew says their suggestions were rejected at that time.

TikTok says it had specialist moderators at the time and, as the platform has grown, it has continued to hire more. It also said it separated out different types of harmful content - into what it calls queues - for moderators.

'Asking a tiger not to eat you'

Andrew Kaung says that from the inside of TikTok and Meta it felt really difficult to make the changes he thought were necessary.

“We are asking a private company whose interest is to promote their products to moderate themselves, which is like asking a tiger not to eat you,” he says.

He also says he thinks children’s and teenagers’ lives would be better if they stopped using their smartphones.

But for Cai, banning phones or social media for teenagers is not the solution. His phone is integral to his life - a really important way of chatting to friends, navigating when he is out and about, and paying for stuff.

Instead, he wants the social media companies to listen more to what teenagers don’t want to see. He wants the firms to make the tools that let users indicate their preferences more effective.

“I feel like social media companies don't respect your opinion, as long as it makes them money,” Cai tells me.

In the UK, a new law will force social media firms to verify children’s ages and stop the sites recommending porn or other harmful content to young people. UK media regulator Ofcom is in charge of enforcing it.

Almudena Lara, Ofcom's online safety policy development director, says that while harmful content that predominantly affects young women - such as videos promoting eating disorders and self-harm - have rightly been in the spotlight, the algorithmic pathways driving hate and violence to mainly teenage boys and young men have received less attention.

“It tends to be a minority of [children] that get exposed to the most harmful content. But we know, however, that once you are exposed to that harmful content, it becomes unavoidable,” says Ms Lara.

Ofcom says it can fine companies and could bring criminal prosecutions if they do not do enough, but the measures will not come in to force until 2025.

TikTok says it uses “innovative technology” and provides “industry-leading” safety and privacy settings for teens, including systems to block content that may not be suitable, and that it does not allow extreme violence or misogyny.

Meta, which owns Instagram and Facebook, says it has more than “50 different tools, resources and features” to give teens “positive and age-appropriate experiences”. According to Meta, it seeks feedback from its own teams and potential policy changes go through robust process.

[argumate]

OpenAI’s monthly revenue hit $300 million in August, up 1,700 percent since the beginning of 2023, and the company expects about $3.7 billion in annual sales this year, according to financial documents reviewed by The New York Times. OpenAI estimates that its revenue will balloon to $11.6 billion next year.

But it expects to lose roughly $5 billion this year after paying for costs related to running its services and other expenses like employee salaries and office rent, according to an analysis by a financial professional who has also reviewed the documents. Those numbers do not include paying out equity-based compensation to employees, among several large expenses not fully explained in the documents.

over $3 billion in sales is impressive! and while they're losing money on each sale, AI is only example where you actually would expect prices to drop rapidly as more efficient hardware becomes available, unlike say Uber where costs are pretty much fixed.

then again the tech giants annual revenue are all over $100 billion, on much lower expenses, and competition over the future of this new market has led to an ongoing rush of bigger and more expensive models, so perhaps they will actually lose more money per sale, at least for a while.

[thoughtportal]

Tumblr and Wordpress are preparing to sell user data to Midjourney and OpenAI, according to a source with internal knowledge about the deals and internal documentation referring to the deals. 

The exact types of data from each platform going to each company are not spelled out in documentation we’ve reviewed, but internal communications reviewed by 404 Media make clear that deals between Automattic, the platforms’ parent company, and OpenAI and Midjourney are imminent.

The internal documentation details a messy and controversial process within Tumblr itself. One internal post made by Cyle Gage, a product manager at Tumblr, states that a query made to prepare data for OpenAI and Midjourney compiled a huge number of user posts that it wasn’t supposed to. It is not clear from Gage’s post whether this data has already been sent to OpenAI and Midjourney, or whether Gage was detailing a process for scrubbing the data before it was to be sent. 

Gage wrote:

“the way the data was queried for the initial data dump to Midjourney/OpenAI means we compiled a list of all tumblr’s public post content between 2014 and 2023, but also unfortunately it included, and should not have included:

private posts on public blogs

posts on deleted or suspended blogs

unanswered asks (normally these are not public until they’re answered)

private answers (these only show up to the receiver and are not public)

posts that are marked ‘explicit’ / NSFW / ‘mature’ by our more modern standards (this may not be a big deal, I don’t know)

content from premium partner blogs (special brand blogs like Apple’s former music blog, for example, who spent money with us on an ad campaign) that may have creative that doesn’t belong to us, and we don’t have the rights to share with this-parties; this one is kinda unknown to me, what deals are in place historically and what they should prevent us from doing.”

Gage’s post makes clear that engineers are working on compiling a list of post IDs that should not have been included, and that password-protected posts, DMs, and media flagged as CSAM and other community guidelines violations were not included.

Automattic plans to launch a new setting on Wednesday that will allow users to opt-out of data sharing with third parties, including AI companies, according to the source, who spoke on the condition of anonymity, and internal documents. A new FAQ section we reviewed is titled “What happens when you opt out?” states that “If you opt out from the start, we will block crawlers from accessing your content by adding your site on a disallowed list. If you change your mind later, we also plan to update any partners about people who newly opt-out and ask that their content be removed from past sources and future training.” 

404 Media has asked Automattic how it accidentally compiled data that it shouldn’t share, and whether any of that content was shared with OpenAI, but did not immediately hear back from the company. 404 Media asked Automattic about an imminent deal with Midjourney last week but did not hear back then, either.

Another internal document shows that, on February 23, an employee asked in a staff-only thread, “Do we have assurances that if a user opts out of their data being shared with third parties that our existing data partners will be notified of such a change and remove their data?”

Andrew Spittle, Automattic’s head of AI replied: “We will notify existing partners on a regular basis about anyone who's opted out since the last time we provided a list. I want this to be an ongoing process where we regularly advocate for past content to be excluded based on current preferences. We will ask that content be deleted and removed from any future training runs. I believe partners will honor this based on our conversations with them to this point. I don't think they gain much overall by retaining it.” Automattic did not respond to a question from 404 Media about whether it could guarantee that people who opt out will have their data deleted retroactively.

News about a deal between Tumblr and Midjourney has been rumored and speculated about on Tumblr for the last week. Someone claiming to be a former Tumblr employee announced in a Tumblr blog post that the platform was working on a deal with Midjourney, and the rumor made it onto Blind, an app for verified employees of companies to anonymously discuss their jobs. 404 Media has seen the Blind posts, in which what seems like an Automattic employee says, “I'm not sure why some of you are getting worked up or worried about this. It's totally legal, and sharing it publicly is perfectly fine since it's right there in the terms & conditions. So, go ahead and spread the word as much as you can with your friends and tech journalists, it's totally fine.”

Separately, 404 Media viewed a public, now-deleted post by Gage, the product manager, where he said that he was deleting all of his images off of Tumblr, and would be putting them on his personal website. A still-live post says, “i've deleted my photography from tumblr and will be moving it slowly but surely over to cylegage.com, which i'm building into a photography portfolio that i can control end-to-end.” At one point last week, his personal website had a specific note stating that he did not consent to AI scraping of his images. Gage’s original post has been deleted, and his website is now a blank page that just reads “Cyle.” Gage did not respond to a request for comment from 404 Media. 

Several online platforms have made similar deals with AI companies recently, including Reddit, which entered into an AI content licensing deal with Google and said in its SEC filing last week that it’s “in the early stages of monetizing [its] user base” by training AI on users’ posts. Last year, Shutterstock signed a six year deal with OpenAI to provide training data.

OpenAI and Midjourney did not respond to requests for comment. 

[wolfnanaki]

I've had people on YouTube and Twitter try to mock me by calling me "Goodbye Volcano High's strongest soldier".

But you know what? Going to bat for KO_OP, a worker cooperative queer indie studio with 4-day work weeks? And they avoid crunch and ensure the mental health of their employees? I'll gladly do so.

Especially since I've seen what "gamers" will defend.

$70 games that are broken at launch and teeming with microtransactions, DLC, and gambling mechanics. Games that take up over 100GB of hard drive space. Executives who crunch their employees to dust and allow rampant sexual abuse and wage theft, followed by mass layoffs to preserve profit margins and corporate bonuses. Cultures of racism, misogyny, and queerphobia, both in the workplace and in the gamer community. AI and NFTs being incorporated into game development. Lack of accessibility for players with disabilities. "Live service" games touted as being supported for years only to die in months. Decades of games no longer being available except through piracy. The lies and broken promises. The list goes on. There's so much of all of it everywhere, and it seems to get worse by the year.

Yet for gamers, all of those are secondary issues, if at all. They're more concerned if the video game girls are sexy or not. Or if a reviewer gave the "right" score for their golden goose game. Or if a game has - heaven forbid - an easy mode. And when their games are awful, their go-to blame is towards the "woke", the "SJWs", the "game journos". They keep financially supporting the things that are ruining games then blame marginalized people and reviewers for games being bad.

So yeah, screw it, I'll gladly throw my support towards an indie studio that represents what I want to see more of in the game industry. Come at me.

If there are other studios you want to show support for that you think are doing the right things too, feel free to share in the replies and reblogs.

[agapi-kalyptei]

crowdstrike hot take 5: so who was incompetent, really?

OK so it's the first Monday after the incident. CrowdStrike (CS) is being tight-lipped about the actual cause of the incident, which Microsoft estimates to have affected 8.5 million devices.

Here's an unconfirmed rumor: CS has been firing a lot of QA people and replacing them with AI. I will not base this post on that rumor. But...

Here's a fact: wikipedia listed 8429 CS employees as of April 2024. Now the updated page says they have 7925 employees in their "Fiscal Year 2024".

Anyway. Here's a semi-technical video if you want to catch up on what bluescreen and kernel-mode drivers are in the contexts of the CS incident by a former microsoft engineer. He also briefly mentions WHQL certification - a quality assurance option provided by Microsoft for companies who want to make sure their kernel drivers are top-notch.

Now conceptually, there are two types of updates - updates to a software itself, and a definition update. For a videogame, the software update would be a new feature or bugfixes, and content update would add a new map or textures or something. (Realistically they come hand in hand anyway.) For an antivirus/antimalware, a definition update is basically a list of red flags - a custom format file that instructs the main software on how to find threats.

The video mentions an important thing about the faulty update: while many people say "actually it wasn't a software update that broke it, it was a definition file", it seems that CS Falcon downloads an update file and executes code inside that file - thus avoiding the lengthy re-certification by Microsoft while effectively updating the software.

Some background: On audits in software

A lot of software development is unregulated. You can make a website, deploy it, and whether you post puppy pictures or promote terrorism, there's no one reviewing and approving your change. Laws still apply - even the puppy pictures can be problematic if they include humans who did not consent to have their photos taken and published - but no one's stopping you immediately from publishing them.

And a lot of software development IS regulated - you cannot make software for cars without certifications, you cannot use certain programming languages when developing software for spaceships or MRIs. Many industries like online casinos are regulated - IF you want to operate legally in most countries, you need a license, and you need to implement certain features ("responsible gaming"), and you must submit the actual source code for reviews.

This varies country by country (and state by state, in USA, Canada, etc) and can mean things like "you pay $200 for each change you want to put to production*", or it can mean "you have to pay $40'000 if you make a lot of changes and want to get re-certified".

*production means "web servers or software that goes to end customers", as opposed to "dev environment", "developer's laptop", "QA environment" or "staging" or "test machines", "test VMs" or any of the other hundreds way to test things before they go live.

The certification, and regular audits, involves several things:

Testing the software from user's perspective

Validating the transactions are reported correctly (so that you're not avoiding taxes)

Checking for the user-protecting features, like being able to set a monthly limit on depositing money, etc

Checking the source code to make sure customers are not being ripped off

Validating security and permissions, so a janitor can't download or delete production databases

Validating that you have the work process that you said you would - that you have Jira (or similar) tickets for everything that gets done and put to production, etc, and

...that you have Quality Assurance process in place, and that every change that goes to production is tested and approved

You can see why I highlighted the last point, right.

Now, to my knowledge, security software doesn't have its own set of legal requirements - if I want to develop an antivirus, I don't need a special permission from my government, I can write code, not test it at all, and start selling it for, idk for example $185 per machine it gets deployed to.

And here's the thing - while there certainly is a level of corruption / nepotism / favoritism in the IT industry, I don't think CloudStrike became one of the biggest IT security providers in the world just by sweet talking companies. While there isn't any legal regulation, companies do choose carefully before investing into 3rd party solutions that drastically affect their whole IT. What I mean, CloudStrike probably wasn't always incompetent.

(Another rumor from youtube comments: A company with ~1000 employees was apparently pressured by an insurance company to use CrowdStrike - whether it's a genuine recommendation, an "affiliate link" or just plain old bribery... I do not know.)

WHY what happened is still very baffling

See, this is what would be the process if I was running a security solutions company:

a team is assigned a task. this task is documented

the team discusses the task if it's non-trivial, and they work on it together if possible

solo developer taking the task is not ideal, but very common, since you cannot parallelize (split it between several people) some tasks

while developing, ideally the developer can test everything from start to finish on their laptop. If doing it on their laptop isn't possible, then on a virtual machine (a computer that runs only inside software, and can be more or less stored in a file, duplicated, restored to a previous version, backed up, etc, just by copying that file)

in case of automated software updates, you would have "update channels". In this case it means... like if you have a main AO3 account where you put finished things, and then you'd have another AO3 account where you only put beta fics. So in my hypothetical company, you'd have a testing update channel for each developer or each team. The team would first publish their work only on their update channel, and then a separate QA team could test only their changes.

Either way, after maybe-mostly-finishing the task, the code changes would be bundled in something called a "pull request" or "PR" or "merge request". It's basically a web page that displays what was the code before and after. This PR would be reviewed by people who have NOT worked on the change, so they can check and potentially criticize the change. This is one of the most impactful things for software quality.

Either before or after the PR, the change would go to QA. First it would be tested just in the team's update channel. If it passes and no more development is needed on it, it would go to a QA update channel that joins all recent changes across all teams.

After that, it would be released to an early access or prerelease update channel, sometimes called a canary deploy. Generally, this would be either a limited amount - maybe 100 or 1000 computers, either used internally, or semi-randomly spread across real clients, or it could be as much as 10% of all customers' computers.

THEN YOU WAIT AND SEE IF THERE ARE NO ERROR REPORTS.

Basically ALL modern software (and websites! all the cookies!) collect "metrics" - like "how often each day is this running", or "did our application crash"

you absolute MUST have graphs (monitoring - sometimes this is a part of discipline called "reliability engineering") that show visually things like the number of users online, how many customers are lagging behind with updates, how many errors are reported, how many viruses are being caught by our software. If anything goes up or down too much, it's a cause for concern. If 10% of your customers are suddenly offline after a canary deploy is out, you're shitting your pants.

ONLY after waiting for a while to see everything is okay, you can push the update to ALL clients. It is unfathomable how anyone would do that straight away, or maybe how someone could do it without proper checks, or how the wrong thing got sent to the update.

As ClownStrike is still silent about the actual cause of the issue, we can only make guesses about how much they circumvented their own Quality Assurance process to push the faulty update to millions of computers.

It gets worse

Here's the thing: CrowdStrike itself allows users to create computer groups and let them choose the update channel. You, as a business customer, can say

these 100 unimportant laptops will have the latest update

these important servers will have N-1 update (one version behind)

the rest of the company will have N-2 update (two update versions behind)

CrowdStrike has ignored those settings. According to some youtube comments, supposedly they pushed the update to "only" 25% of all devices - which is worrying to think this could have gone even worse.

Third time isn't the charm

And hey, do you know what happened two years before CrowdStrike was founded? The CEO George Kurtz was at the time, in 2010, the CTO of McAfee, the controversial / crappy security company (IMO offering one of the worst antivirus programs of all times, that was aggressively pushed through bundled OEM deals). In both 2009 and 2010 their enterprise software deleted a critical operating system file and bricked a lot of computers, possibly hundreds of thousands.

And yes, the trigger wasn't an update to the antivirus itself, but a faulty "definition update". Funny coincidence, huh.

[maddiesbookshelves]

Second queer manga rec for pride month!

The Guy She Was Interested in Wasn't a Guy at All, by Arai Sumiko

Original title: Ki ni Natteru Hito ga Otoko ja Nakatta / 気になってる人が男じゃなかった

Genres: Comedy - Romance - Shojo-ai - Slice of Life

Themes: School Life - Music

Japanese volumes: 1 (Ongoing)

During one of her visits to the record store, popular high school gyaru Aya Oosawa falls in love with the store employee, not realizing that this cool guy is actually Mitsuki Koga, the quiet girl sitting next to her in class.

The premise of the story sounded really fun and the art was so good that I just HAD to give it a try and, let me tell you, it's absolutely worth the hype

The story is pretty simple but the way the characters and their relationship are handled is just so nice. I think it's a pretty refreshing story and I like that we get to have cute stories like this that aren't centered on the characters' sexuality but the characters' relationship. As I probably said in my Love Mix-up! review, darker stories on the struggles of being queer are great too, but I want to be able to just... breathe and have a nice time with classic romance tropes. After all, I enjoy romance manga way more than romance book (don't ask me why, I don't know) so it's always great to read queer romances like this

French version under the cut

Titre Original : Ki ni Natteru Hito ga Otoko ja Nakatta / 気になってる人が男じゃなかった

Genres : Comédie - Romance

Thèmes : École - Musique

Volumes VO : 1 (En cours)

Lors d'une de ses visites chez le disquaire Aya Oosawa, gyaru populaire dans son lycée, tombe amoureuse de l'employé sans se rendre compte que ce mec cool est en réalité Mitsuki Koga, la fille discrète assise à côté d'elle en classe.

Le pitch de l'histoire avait l'air fun et les dessins étaient tellement beau, il FALLAIT que j'essaie de le lire et, franchement, la hype est totalement justifiée

L'histoire est assez simple mais la façon dont les personnages et leur relation sont traités est tellement bien. Je trouve que ça change un peu des histoires habituelles et j'aime le fait qu'on puisse avoir des histoires mignonnes qui ne sont pas centrées sur la sexualité des personnages mais plutôt sur leur relation. Comme je l'ai probablement dit dans ma review de Love Mix-up !, les histoire plus sombres sur les difficultés d'être queer sont très bien aussi, mais je veux pouvoir juste... respirer et passez du bon temps en lisant des trope de romance classiques. Après tout, j'apprécie largement plus la romance en manga qu'en roman (me demandez pas pourquoi, je sais pas) du coup c'est toujours agréable de lire une romance queer comme ça

[kimyoonmiauthor]

Turning a scam on people...

So on LinkedIn, if you post under the hashtag #OpentoWork grifters pour in with a scam that goes something like this: • Where do you want to work? Where do you live?

Send me your resume, I'm a recruiter.

• Our AI bot says your resume is not up to snuff we can offer you editing services, go to non-company website to see this other person.

Usually something like Fiverr, or an employee not related to Adecco, Superior, or whatever company they claim to work for.

You could just simply report them to the companies they say they work for... Or you could counter grift on them. lol. Which is what I did, because I've gotten so much spam over the years in terms of phone calls and grifters, that for my own amusement, I play with them.

When it became clear they were only grifting over the resume versus placement and helping to find a job, I countered their grift and said, "I'm sorry you haven't really sold me." (Basically) "and it's clear from what you said you never really read my resume, or you'd find out that I'm into UX," (which one of the people didn't know what it was, which made it worse for them)

lol I said, tell you what since I have a degree in Anthropology, have taken classes in psychology and sociology, I will charge you 50 dollars an hour to fix your grift so it sounds more believable. And then reported them to the companies they said they belonged to.

Don't fall for this grift. You can do the AI check yourself. And real companies shouldn't be trying to take money from their workers in this way.

I've caught other scammers too... so yeah. I caught a fake pest control guy once which was wild. I caught a fake restaurant. And I tried to get news media to pay attention to the fact that the Atlanta shooter was lying because he was and no one had checked any of the yelp reviews for the stores, so I posted it up, found an Asian news organization, posted the screenshots of the reviews and asked them to try to force the news media to get people who spoke the languages to report. 'cause I'm getting better at smelling scammers.

But if you would like to report all of those people on linked in and have some fun, go ahead, do as I did and counter offer them.