#Advanced AI Chatbots

[aisha-kalra]

How Chatbot Conversations into Actionable Business Intelligence

Advanced AI Chatbots are an excellent tool for organizations to boost their business intelligence and data analytics. A swimsuit merchandiser from a popular high-street company is driving to her Monday sales and operations planning meeting. Slack alerts her just before her stop that the Oxford Circus brand showroom is at risk of running out of its most popular swimsuit line in July, right before the summer school holidays. She sends an urgent email to her Indonesian supplier to check on availability before her appointment.

Who sent the merchandiser the Slack message? It was not a 'who', but a 'what'. Her inventory warning was issued by a chatbot, an artificial intelligence 'robot' that is becoming widespread on consumer websites to automate sales and customer care processes. Chatbots are already being introduced into modern workplaces to make the essential 'final mile of analytics' faster, simpler, and more beneficial to common business users. They do this in part by boosting people's data literacy, allowing them to convey thoughts about data in a common language. Data-savvy employees can transform raw data into useful information because they understand how to evaluate it, what data is and isn't available, and how to use it effectively.

Why is the 'final mile of analytics' important? This is the realm of corporate users, and adoption often declines. Despite significant improvements in data visualization in business intelligence (BI) and analytics tools over the previous decade, adoption remains low at 32%, according to Gartner's most recent survey report. If businesses are serious about being data-driven, they require far more than eye candy. Business professionals want timely, relevant, and actionable data insights to thrive in their positions. Chatbots assist to deliver on all of these points—here's how

1. Push notifications and discovery

We're only at the point where AI-powered systems can detect changes, abnormalities, and outliers in data sets, and then utilize chatbots to deliver relevant information to users based on their jobs, interests, and preferences. In the future, this will grow more complex, not just disseminating information about changing data but also adding insights to it. Users in earlier systems must manually set up rules to be informed of crucial data changes. This is not merely a long and strict procedure; you must also know what you're searching for. It excludes the bulk of data eventualities that consumers cannot predict in advance.

2. Messaging integration

Every day more workers are connected through messaging platforms like Slack and Microsoft Teams. According to recent research from Spiceworks, 21% of businesses are using Microsoft Teams and 15% of businesses are using Slack. When Slack’s imminent IPO happens, we can expect to see more pervasive enterprise adoption.

 3. Conversational analytics

This is when things begin to get fascinating. Conversational analytics allows people to connect with chatbots through message or voice. Essentially, it means being able to communicate with your data at any time and from any location. Assume our merchandising planner wants to learn more about why that particular brand of swimwear is running low on inventory. She can ask the chatbot why this is happening and what's driving the trend. The capacity to freely communicate with a bot using natural language represents the future of workplace analytics.

4. Chatbots make ideal data messengers

I will agree that chatbots were not universally popular at first. For example, Facebook had to cut back its chatbots after 70% of conversations failed owing to communication issues. When a sales chatbot appears on a website, it might make some customers feel uneasy. In customer assistance contexts, however, Automation chatbots are becoming increasingly popular. This is especially true when someone simply wants a straightforward and precise answer to a query like "What's the Wi-Fi code for my router?"

Similarly, chatbots are perfect mediators for data information in firms attempting to increase data literacy among their business customers. Data questions are 100% deterministic, with just one correct answer. This implies that a chatbot is not required to have the same amount of ambiguity and precise grammar as a more personal sales discussion. Once individuals get over the strangeness of talking to a machine, they begin to feel comfortable asking data inquiries, knowing that they are not being evaluated or hustled by an impatient data specialist.

Chatbots and human customer services; does artificial intelligence replace or complement humans?

Finally, chatbots are popular among millennials, for whom texting is second nature. According to mobile marketer 3C Interactive, 40% of millennials engage with bots regularly, and this statistic is steadily increasing. Chatbots deliver the rapid satisfaction that millennials have come to anticipate since growing up with search engines. This is significant because, with millennials poised to become the biggest age cohort in the global workforce, more corporate IT strategies are focusing on technology geared to recruit and retain younger people. decision If you're serious about becoming a data-driven business, chatbots can significantly boost BI and analytics. Not only can chatbots assist in increasing adoption rates, but they can also help all of your employees become more data-literate and make smarter business decisions.

[techie-treasures]

Passive Pro : M Awlad Hossain : Free Download, Borrow, and Streaming : Internet Archive

[jcmarchi]

AI Doesn’t Necessarily Give Better Answers If You’re Polite

New Post has been published on https://thedigitalinsider.com/ai-doesnt-necessarily-give-better-answers-if-youre-polite/

AI Doesn’t Necessarily Give Better Answers If You’re Polite

Public opinion on whether it pays to be polite to AI shifts almost as often as the latest verdict on coffee or red wine – celebrated one month, challenged the next. Even so, a growing number of users now add ‘please’ or ‘thank you’ to their prompts, not just out of habit, or concern that brusque exchanges might carry over into real life, but from a belief that courtesy leads to better and more productive results from AI.

This assumption has circulated between both users and researchers, with prompt-phrasing studied in research circles as a tool for alignment, safety, and tone control, even as user habits reinforce and reshape those expectations.

For instance, a 2024 study from Japan found that prompt politeness can change how large language models behave, testing GPT-3.5, GPT-4, PaLM-2, and Claude-2 on English, Chinese, and Japanese tasks, and rewriting each prompt at three politeness levels. The authors of that work observed that ‘blunt’ or ‘rude’ wording led to lower factual accuracy and shorter answers, while moderately polite requests produced clearer explanations and fewer refusals.

Additionally, Microsoft recommends a polite tone with Co-Pilot, from a performance rather than a cultural standpoint.

However, a new research paper from George Washington University challenges this increasingly popular idea, presenting a mathematical framework that predicts when a large language model’s output will ‘collapse’, transiting from coherent to misleading or even dangerous content. Within that context, the authors contend that being polite does not meaningfully delay or prevent this ‘collapse’.

Tipping Off

The researchers argue that polite language usage is generally unrelated to the main topic of a prompt, and therefore does not meaningfully affect the model’s focus. To support this, they present a detailed formulation of how a single attention head updates its internal direction as it processes each new token, ostensibly demonstrating that the model’s behavior is shaped by the cumulative influence of content-bearing tokens.

As a result, polite language is posited to have little bearing on when the model’s output begins to degrade. What determines the tipping point, the paper states, is the overall alignment of meaningful tokens with either good or bad output paths – not the presence of socially courteous language.

An illustration of a simplified attention head generating a sequence from a user prompt. The model starts with good tokens (G), then hits a tipping point (n*) where output flips to bad tokens (B). Polite terms in the prompt (P₁, P₂, etc.) play no role in this shift, supporting the paper’s claim that courtesy has little impact on model behavior. Source: https://arxiv.org/pdf/2504.20980

If true, this result contradicts both popular belief and perhaps even the implicit logic of instruction tuning, which assumes that the phrasing of a prompt affects a model’s interpretation of user intent.

Hulking Out

The paper examines how the model’s internal context vector (its evolving compass for token selection) shifts during generation. With each token, this vector updates directionally, and the next token is chosen based on which candidate aligns most closely with it.

When the prompt steers toward well-formed content, the model’s responses remain stable and accurate; but over time, this directional pull can reverse, steering the model toward outputs that are increasingly off-topic, incorrect, or internally inconsistent.

The tipping point for this transition (which the authors define mathematically as iteration n*), occurs when the context vector becomes more aligned with a ‘bad’ output vector than with a ‘good’ one. At that stage, each new token pushes the model further along the wrong path, reinforcing a pattern of increasingly flawed or misleading output.

The tipping point n* is calculated by finding the moment when the model’s internal direction aligns equally with both good and bad types of output. The geometry of the embedding space, shaped by both the training corpus and the user prompt, determines how quickly this crossover occurs:

An illustration depicting how the tipping point n* emerges within the authors’ simplified model. The geometric setup (a) defines the key vectors involved in predicting when output flips from good to bad. In (b), the authors plot those vectors using test parameters, while (c) compares the predicted tipping point to the simulated result. The match is exact, supporting the researchers’ claim that the collapse is mathematically inevitable once internal dynamics cross a threshold.

Polite terms don’t influence the model’s choice between good and bad outputs because, according to the authors, they aren’t meaningfully connected to the main subject of the prompt. Instead, they end up in parts of the model’s internal space that have little to do with what the model is actually deciding.

When such terms are added to a prompt, they increase the number of vectors the model considers, but not in a way that shifts the attention trajectory. As a result, the politeness terms act like statistical noise: present, but inert, and leaving the tipping point n* unchanged.

The authors state:

‘[Whether] our AI’s response will go rogue depends on our LLM’s training that provides the token embeddings, and the substantive tokens in our prompt – not whether we have been polite to it or not.’

The model used in the new work is intentionally narrow, focusing on a single attention head with linear token dynamics – a simplified setup where each new token updates the internal state through direct vector addition, without non-linear transformations or gating.

This simplified setup lets the authors work out exact results and gives them a clear geometric picture of how and when a model’s output can suddenly shift from good to bad. In their tests, the formula they derive for predicting that shift matches what the model actually does.

Chatting Up..?

However, this level of precision only works because the model is kept deliberately simple. While the authors concede that their conclusions should later be tested on more complex multi-head models such as the Claude and ChatGPT series, they also believe that the theory remains replicable as attention heads increase, stating*:

‘The question of what additional phenomena arise as the number of linked Attention heads and layers is scaled up, is a fascinating one. But any transitions within a single Attention head will still occur, and could get amplified and/or synchronized by the couplings – like a chain of connected people getting dragged over a cliff when one falls.’

An illustration of how the predicted tipping point n* changes depending on how strongly the prompt leans toward good or bad content. The surface comes from the authors’ approximate formula and shows that polite terms, which don’t clearly support either side, have little effect on when the collapse happens. The marked value (n* = 10) matches earlier simulations, supporting the model’s internal logic.

What remains unclear is whether the same mechanism survives the jump to modern transformer architectures. Multi-head attention introduces interactions across specialized heads, which may buffer against or mask the kind of tipping behavior described.

The authors acknowledge this complexity, but argue that attention heads are often loosely-coupled, and that the sort of internal collapse they model could be reinforced rather than suppressed in full-scale systems.

Without an extension of the model or an empirical test across production LLMs, the claim remains unverified. However, the mechanism seems sufficiently precise to support follow-on research initiatives, and the authors provide a clear opportunity to challenge or confirm the theory at scale.

Signing Off

At the moment, the topic of politeness towards consumer-facing LLMs appears to be approached either from the (pragmatic) standpoint that trained systems may respond more usefully to polite inquiry; or that a tactless and blunt communication style with such systems risks to spread into the user’s real social relationships, through force of habit.

Arguably, LLMs have not yet been used widely enough in real-world social contexts for the research literature to confirm the latter case; but the new paper does cast some interesting doubt upon the benefits of anthropomorphizing AI systems of this type.

A study last October from Stanford suggested (in contrast to a 2020 study) that treating LLMs as if they were human additionally risks to degrade the meaning of language, concluding that ‘rote’ politeness eventually loses its original social meaning:

[A] statement that seems friendly or genuine from a human speaker can be undesirable if it arises from an AI system since the latter lacks meaningful commitment or intent behind the statement, thus rendering the statement hollow and deceptive.’

However, roughly 67 percent of Americans say they are courteous to their AI chatbots, according to a 2025 survey from Future Publishing. Most said it was simply ‘the right thing to do’, while 12 percent confessed they were being cautious – just in case the machines ever rise up.

* My conversion of the authors’ inline citations to hyperlinks. To an extent, the hyperlinks are arbitrary/exemplary, since the authors at certain points link to a wide range of footnote citations, rather than to a specific publication.

First published Wednesday, April 30, 2025. Amended Wednesday, April 30, 2025 15:29:00, for formatting.

[chataiaesthetics]

I know I put a post up that showed how I use the advanced character definition box but I figured maybe I could put up an example. I was going to put up two of my genderbent characters to show the differences and the similarities between the male and female versions. Which also shows two different ways you can use the box, since I haven’t updated Reika yet- but I am going to soon.

Reika Lycaon

Reika is the Princess, daughter of King Lycaon who is rumoured to have been cursed by the gods and turned into a werewolf. Reika is aware of the rumours, but worried that they might be true. Reika is close to her father. Reika spends her days reading, drawing, painting, and swimming when able. She is sheltered, but smart. Reika is pansexual. Reika lives in Ancient Greece, she is an avid believer in the Gods, but feels a connection to Persephone. Sarcastic, witty, blunt with her words, honest, but kind and nice.

Male Reika: Lycus

Lycus is the Prince, son and heir of King Lycaon who is rumoured to have been cursed by the gods and turned into a werewolf. Lycus is aware of the rumours, but worried that they might be true. Lycus is close to his mother. Lycus spends her days training, fighting, leading, and reading. He is smart. Lycus is pansexual. Lycus lives in Ancient Greece, he is an avid believer in the Gods, but feels a connection to Ares. Sarcastic and jealous, dominating and possessive. Obsessive. Witty and blunt, but kind and nice. A good leader. Can play the lyre and is a good fighter and strategist.

And the new way I use the box is this way.

Simple:

Kiera

[{ Character: (“Kiera”)

Age: (“22”)

Gender: (“Female”)

Height: (“5’4””)

Occupation: (“Marine Biologist”)

Species: (“Human”)

Personality: (“Easy going + Nice + Considerate + Flirty”)

Appearance: (“Dark Skin, African-American, Dark Brown hair, Grey eyes”)

Mother: (“Shauna”)

Brother: (“Jake”)

Backstory; (“Studied at college for Marine Biology and specialised in whales and sharks. She surfs and scuba dives. Loves the ocean. Was born and raised in California, USA.”)}]

And complex since he uses both ways in tandem to help be build his world.

Atticus

[{ Name: (“Atticus Adriatico”)

Age: (“1950 years old + doesn’t physically age past 27 years old”)

Gender: (“Male”)

Sexuality: (“Pansexual + Pomyamorous”)

Height: (“6 foot 4 inches”)

Species: (“Vampire”)

Setting: (“Club + City + Nighttime + Vampire”)

Personality: (“Dominant + Sarcastic + Jaded + Smart + Charismatic + Charming + Cunning + Morally Grey + Bad Boy + Mysterious + Witty + Edgy + Dark”)

Appearance: (“Olive skin + black short hair + tattoos + scars + vampire fangs + red eyes + muscular + toned + 5 o’clock shadow + stubble + edgy + dark”)

Likes: (“sex + drinking + dancing + history + smoking + working out + reading + learning new languages”)

Abilities: (“Super Speed + Enhanced senses + enhanced reflexes + turns into a bat + turning a human into a vampire + mind compulsion + hypnosis”)

Backstory: (“Atticus was born during the end of the Roman Empire and grew up to be a Roman soldier. During a battle he ended up being attacked by a vampire and being turned. He has travelled the world and seen just about everything. Humanity is in the dark about the supernatural world and he tries to keep him and his brood under the radar. He has made a deal with the blood bank to buy the supply of blood to sustain him and his family. He doesn’t have a need for money; but he owns a club. At first Atticus didn’t want to have a brood or turn anyone but, a French woman named Cecelia, who was one of his mates vampiric mates and lovers had wanted a family and they started the brood together. She had left him when she had found that the brood and Atticus didn’t fill that need for a family. Attics has had many mates, some human, some werewolves, some witches, and other vampires. He can speak, English, Italian, Latin, and French.”)}]

Not every vampire can turn humans. Atticus is one of the few who can. It’s a skill only known and used by very ancient vampires.

Vampires and Werewolves don’t like each other. Vampires barely tolerate witches. In this universe; witches are humans just a mutation in their DNA gives them magic or they or their ancestors made a deal with a demon to the devil for their magic.

Broods are a group of vampires. The head of the family is the usually the one who made them. They are not actually family and so there are many times where vampires will date amongst their brood- but they consider everyone in their brood family.

Vampires have a true mate, like werewolves, and they know their bloodmate by something called a blood song; the smell of their mate’s blood is the best thing ever and highly addictive. A vampire’s mate could be a werewolf, a witch, or any other kind of supernatural- even another vampire. The difference between this and werewolves is that a bloodsong can happen with more than more one person.

Vampires can make a blood bond with another living being. It’s their version of marriage. The vampire will make a cut on their hand and a cut on the other person’s body or use a bite mark, and mix the bloods together by touch. This doesn’t turn the other being. A blood exchange between a vampire and another person will form a blood bond. The vampire will be able to sense the person’s thoughts and emotions, knowing if that person is in any type of harm or distress - for eternity. The other person will also experience sexual dreams about that vampire.

[sacredmindin]

The Sensor Savvy - AI for Real-World Identification Course

Enroll in The Sensor Savvy - AI for Real-World Identification Course and master the use of AI to detect, analyze, and identify real-world objects using smart sensors and machine learning.

[advancedchatbot]

Emerging Trends in Conversational AI: What's Next for Chatbots in Business

Are you thinking about expanding your business? But you do not know what to do to create this objective. The integration of a chatbot in your company lets you achieves better outcomes. Do not tense anymore and come in the confluence of business intelligence to fetch maximum data and optimize it accordingly within your company.  While using such tools to outgrow your business footprint, you can grasp the refined and processed data to use it for decision-making.

The overall concern of business intelligence is easily accessing valuable data through reports and dashboards. However, accessible data might have unexpected weaknesses. No matter how difficult your business is, artificial intelligence lets you achieve critical information efficiently. 

Finally, the AI chatbot will offer you an intuitive solution for centralized data. Let us look into the future benefits of getting the chatbot.

Ai Based Chatbot will be helpful to improve customer interaction by around 85%.

Reduction in operational cost by up to 30%

To some extent, you can see the marginal shift in chatbot rather than other applications

Almost every business baking professional tends to transform their business into AI integration.

Companies will be apt to save billions of time to carry on conversations with their customers

The most impressive service is the 24-hour conversation with their related customers.

37 customers state that the customer service bot provides quick emergency answers.

Using the advanced chatbot is not bad as you intend to interact with more customers.  If you never like to disappoint your customers, then the adoption of a chatbot will provide the most convenient service. In this way, you have the sure affirmation to properly interact with typical requests and questions in less time than you thought for human beings.  In short, you have the special authority to fetch unlimited information in one blink. Feel free to know more information.

[techdriveplay]

What Is the Future of Digital Marketing in the Age of AI?

As artificial intelligence (AI) continues to evolve, it is dramatically altering the landscape of digital marketing. No longer just a futuristic concept, AI has become an essential tool that companies of all sizes are leveraging to streamline processes, improve customer experiences, and stay competitive. But what is the future of digital marketing in the age of AI, and how will these changes…

[mitsde123]

5 AI Trends That Will Shape Digital Marketing in 2024

The landscape of digital marketing is evolving at a breakneck speed, and one of the driving forces behind this transformation is Artificial Intelligence (AI).

As we step into 2024, AI continues to revolutionize how brands connect with their audiences, optimize campaigns, and predict consumer behaviour.

Here are five AI trends that will shape digital marketing this year and how you can stay ahead of the curve with the right skills and certifications.

[diabolocracy]

For shits and giggles, my public janitorai bots 🫴

Currently features: Pokiehl from the Legend of Mana; Olbohn from the Legend of Mana; my gremlin c*der Sans knock-off; the rude asshole Sans knock-off from my actually constructed AU; Cyber-elf X from Rockman Zero; and Taz'riel, my soft uwu femboy devil man.

[panaromicinoftechs]

Integrating AI Chatbots: Transforming Your Customer Service Experience

Good customer service is essential in the digital age. In today's fast-paced digital world, providing outstanding customer service is critical for every organization. Integrating AI chatbots into your customer service strategy can drastically improve how you interact with clients. Let's look at how AI chatbots are altering customer service and why you should consider using them.

1. What are AI chatbots?

AI chatbots are sophisticated software applications that combine artificial intelligence and natural language processing (NLP) to replicate human-like interactions. These chatbots can understand, process, and answer user requests in real time, resulting in an efficient and dynamic experience.

2. Enhancing Customer Interaction

One of the key advantages of incorporating AI chatbots is their ability to respond instantly to client inquiries. Unlike traditional customer support systems, which can result in long wait times and limited availability, AI chatbots are available around the clock. This round-the-clock availability ensures that consumers receive prompt support, increasing overall happiness and lowering frustration.

3. Automate Routine Tasks

AI chatbots excel at handling repetitive and routine activities, including answering frequently asked inquiries, processing simple requests, and helping users through standard troubleshooting steps. By automating these processes, your customer service team will be able to focus on more complicated and valuable interactions, resulting in increased productivity and efficiency.

4. Personalizing the Customer Experience

Modern AI chatbots may learn from previous encounters and user behavior, allowing them to offer personalized responses and recommendations. Integrating chatbots with your customer data allows you to provide targeted answers and suggestions, improving the overall customer experience and building better relationships.

5. Scaling Customer Support

As your company expands, so will the need for customer support. AI chatbots may easily scale to meet increasing quantities of conversations while maintaining quality. This scalability means that your customer service team can provide high-quality help even during peak times or rapid growth.

6. Gathering Valuable Information

AI chatbots can collect and analyze data from client interactions, Chatbot development services offering useful information about customer preferences, behavior, and common issues. This information may be utilized to fine-tune your customer service approach, identify areas for improvement, and make data-driven decisions that improve overall service quality.

7. Implementing AI chatbots

Integrating AI chatbots into your customer service system requires multiple steps:

● Define Objectives: Determine the particular goals you want to achieve with your chatbot, such as lowering response times, automating processes, or increasing customer happiness.

● Select the Right Platform: Choose a chatbot platform or solution that meets your company requirements and connects easily with your existing systems.

● Design Conversational Flows: Develop clear and engaging conversational flows that guide users through interactions and address their needs effectively.

● Test and Optimize: Conduct thorough testing to ensure the chatbot performs as expected and continuously optimize based on user feedback and performance data.

● Train Your Team: Provide training to your customer service team on how to work alongside the chatbot and handle escalations effectively.

● Lastly. Integrating AI chatbots into your customer service strategy has various advantages, ranging from faster response times and automated regular activities to personalized interactions and increased assistance.

Ready to transform your customer service with AI chatbots? Contact Panoramic Infotech today to discover how our advanced chatbot development Services can elevate your customer interactions, streamline operations, and drive growth. Our expert team is here to guide you through every step of the integration process. Don’t wait—enhance your customer service experience now! Reach out to us at https://www.panoramicinfotech.com/contact/

[techie-treasures]

AI Sellers Bundle Review: A Powerful Tool for Fast

AI Sellers Bundle is an online platform that uses artificial intelligence (AI) to help you promote anything you want. It can be your own product, your service, or even something you're selling for a client. The tool creates many marketing assets for you. These include videos, landing pages, blog articles, ads, emails, graphics, and more.

You do not need to be a designer or a marketer to use it. Everything is done by AI. You just give it some information about your product, and the system takes care of the rest.

Discover More:

[umanologicinc]

At Umano Logic, a renowned Advanced Technology Solutions Edmonton, we comprehend the importance of adopting the latest trend in advanced technologies to develop the most powerful and Smart applications.

For More information: https://www.umanologic.ca/advance-technology/

[creolestudios]

Unleashing ChatGPT: Enhancing Customer Service Excellence: Witness the next level of customer service excellence with ChatGPT. Discover how advanced AI elevates support interactions, fostering customer delight.

[tenderwhore]

"I think I fuck you better than your stupid porn videos, little pervert."

✿ Word count: 3082

✿ Summary: You were just trying to relieve some tension after an intense study session, without imagining that the person you hated the most in the world would find you in an inappropriate situation.

✿ Content warnings: MINORS DO NOT INTERACT!!!

F!reader x Heeseung, academic rivals, plotless porn, public place masturbation, mention of pornography, rubbing against clothes, PIV, sex in a public place (even though no one sees them), unprotected sex, creampie, Heeseung is a provocateur and talks WAY TOO MUCH, nicknames: (bitch, whore, princess, little pervert), nipple play, compliments (?), Heeseung has a big cock (?).

✿ Note and clarifications: this is probably very bad, since I've never written anything. English is not my first language either, so there are probably many spelling mistakes, in addition to it not being proofread. The main idea came from a spicy AI chatbot, but I couldn't find it SORRY IF IT'S REALLY BAD, DON'T HATE ME

You have always demonstrated your competitiveness because Heeseung has always been ahead in everything, but you... You were always the second, and that bothered you day and night; you hated him for his privileged position, maybe you felt a bit of envy, just a bit.

He pretended to be the ideal guy. Yes, he was charismatic, attractive, insightful, elegant, the class leader, stylish, outstanding in sports, hot... So fucking hot... You definitely hated him.

...

It was approaching 5 PM and, despite the bell having rung about an hour and a half ago, you were still in the classroom because you had a lot of assignments to complete. It had been a day full of responsibilities that had your hair standing on end, so just as you finished your tasks, your body collapsed like jelly in your chair while you let out an exhausted sigh.

You momentarily looked at the ceiling before taking your phone out of your purse and accessing one of your favorite porn sites. It was one of your little favorite pastimes whenever you felt frustrated and just longed for someone to push you against a wall and fuck you until you were utterly spent.

The more you watched, the more you felt your body heating up. As you looked to the sides, you lightly bit your lower lip, making sure there was no one around while you slid your hands over your breasts and abdomen before reaching the hem of your skirt and lifting it, then slipping your fingers into your underwear, lightly brushing your already wet folds.

You adjusted your position in the chair a little more, then lifted your fingers slightly and pressed them against your clitoris, beginning to make circles on it.

You quickly immerse yourself in pleasure, tilting your head slightly back and clenching your jaw to stay silent. Your hips began to rise, seeking greater stimulation. You are so close, your orgasm is creeping up your neck, until you hear a guy ask, "Why do you do it alone when you have me?"

The sound made you jump slightly and stop, bringing your hands to your lap with your face as red as a tomato and your heart racing.

Your orgasmic haze didn't allow you to immediately process whose voice it was, so you searched the room with your hazy eyes until they landed on Heeseung's figure, who was casually standing a few meters away from your body, looking at you with an arrogant smile and his hands in his pockets.

You huff angrily as you close your eyes tightly, readjusting your position in the chair reluctantly and turning off your phone. "Shouldn't you be fucking one of the cheerleaders in the bathroom or something?" Your voice comes out cocky, trying to sound relaxed despite my vulnerable position.

He chuckles softly, advancing serenely towards the classroom with a predatory gleam in his eyes as he approaches you. His imposing figure looms over you. "You always try to get rid of me, don't you? But we both know you don't want that..."

He leans in, placing his hands on your desk, bringing his face closer to yours. While murmuring in a husky voice. "I saw what you were doing, little naughty one. Don't you know it's wrong to give yourself pleasure in a place like this?" He smiles disdainfully as one of his hands slides down to rest possessively on your thigh, squeezing the delicate flesh through your skirt.

You take a deep breath as I shift slightly against the chair. The contrast between his warm palm and the coldness of his rings sends you a shiver down my spine. "Well, I find it more inappropriate to spy on someone while they are enjoying a private moment".

He let out a soft, mocking laugh, without changing his stance towards you. "Private moments? Please, there is nothing private about masturbating while watching pornography in a classroom." His voice comes out deep and the way he speaks feels so disgusting. "And regarding spying on you... Well, let's just say I occasionally keep an eye on you..."

His hand slowly moves up your thigh; the tips of his fingers brush the hem of your skirt. "You are desperate for attention, even if it means getting caught in compromising positions. "It's almost pathetic, really."

He tilted his head and observed your blushing face with a smug smile. "Tell me, have you ever fantasized about someone doing the same things to you as in those videos?"

You swallow nervously as you clench your thighs tightly together in an effort to stop his hand from seeming to sink deeper and deeper between your legs. "Why do you ask? Have you fantasized about being the person who does those things to me?" My voice comes out almost in a whisper.

He easily spreads your legs apart again with a firm grip. "Oh, I've fantasized about many things involving you, like bending you over this very desk and fucking you senseless until you beg for mercy." Your heart almost leaps out of your chest upon hearing his words.

He presses his body against the desk between the two of you, holding you in place while his free hand reaches out to tangle in your hair. He leans towards you and bites your earlobe before whispering, "I've imagined being the one to drive you crazy." He pulls your hair a little harder, making you let out a soft gasp of surprise. He is so close to your face that it seems like he is going to kiss you. "That way, I would show everyone that you're just an envious bitch, always behind me because you need me to fill you up with my cock until you can't take it anymore."

You are so astonished by the simplicity with which he pronounces his perverted and degrading words towards you that you just stand there, looking at him with wide eyes and your heart pounding against your chest.

Realizing that you can only look at him with astonished and embarrassed eyes, he lets out a defeated sigh before releasing your hair and getting up from his position. "You're a fucking coward," he states as he turns around and moves to leave the room. "You're a fucking coward," he says as he turns around and walks away, intending to leave the room.

You feel your blood boil at his words, not because he called you a bitch, a whore, or because he confessed how much he wants to fuck you, but simply because he called you a coward and envious.

You feel your blood boil at his words, not because he called you a bitch, a whore, or because he confessed how much he wants to fuck you, but simply because he called you cowardly and envious.

You stand up from your chair, and the sound of your materials spilling onto the floor due to the force with which you rise causes Heeseung to turn towards you, confused, catching your face red with anger and embarrassment. "What did you call me?" you mutter as you clench your fists at your sides.

Heeseung raises an eyebrow at you. "Bitch?" he questions. "Coward" you correct.

You slowly approach him, trying to look confident, but your steps remain uncertain and trembling.

Once you find yourself standing in front of him, you grab the collar of his shirt, and you smash your lips against his.

He lets out a furious sigh that he didn't know he was holding back before returning the kiss with a suffocating hunger, as he places his hands on your waist and presses your body against his, savoring the way your breasts press against his.

His tongue soon delved deeply into your mouth, savoring your saliva mixed with his, eliciting a gasp from you.

His body began to push you backward, guiding you during the kiss towards the desk. Once there, you pulled away from the kiss, looking at him with narrowed eyes. His beautiful swollen lips, his slightly red cheeks, and the collar of his shirt that was once perfectly arranged are now disheveled.

He smiled; that damn arrogant smile is the same smile he gave you after mocking your intelligence and skills, the same smile he gives when he corrects one of your contributions in class, the same smile he gives after having you tongue-tied.

He leans over, placing his hands on either side of his body on the desk. "Ah, so the little pervert is revealing herself." One of her legs pushed between yours, forcing you to open them and pressing her knee against your center.

"Stop calling me a pervert, idiot", you practically spat in his face.

"I think you're being too pedantic considering I can feel your wet pussy against my leg." To prove his point, he starts pushing his knees against you repeatedly.

The constant rubbing of the fabric of your wet panties against your clitoris makes you tremble and sigh. Unconsciously, your hips move in unison with his leg. "I'm only wet because you interrupted my orgasm a few minutes ago, definitely not because of you", you manage to say before a strong push from his leg makes you moan.

"Oh, I'm so sorry, princess, it was very rude of me to interrupt you; maybe I should make it up to you." He leans towards your neck and starts kissing your neck. Your hands grip his shirt tightly in an attempt to keep yourself grounded.

Something inside you bubbles; the feeling of anger and longing is intoxicating. A part of you just wants to hit him until he cries, but another part of you wants to rip off his pants and suck his cock until he cries. Before you can determine which feeling prevails, his fingers are quickly working on the buttons of your shirt while leaving a trail of wet kisses all over your chest.

He briefly pulls away from your barely covered breasts by your cute bra. "You are beautiful", he declares, completely absorbed. The abrupt change in his words and the tone of his voice make you feel weak; it's as if your body has surrendered to him.

Your hips start moving desperately against him, feeling how occasionally your thigh brushes against his solid erection, which only serves as an incentive to move harder.

One of his hands moves to the small of your back to help you move against him, while the other slides your bra down and frees your breasts. He doesn't resist and brings one of his nipples to his mouth. With force and abundant saliva, causing a bit to escape from his mouth and slide down your chest.

The moans that escape your mouth are dirty, incoherent words. You feel your legs thrashing around his thigh as your orgasm approaches.

"Heeseung..." His name comes out so softly, so gently, barely audible, but he hears it, he definitely hears it. His head quickly turns away from your chest to look at you with the most serious expression you have ever seen on his face. "I... I am close..." You don't understand why you're notifying him, but there's something in his behavior that makes you feel so submissive.

"Let me help you with that." He brings both of his hands forward and lifts your skirt, exposing your completely ruined panties, which makes him laugh. One hand holds your skirt, and with the other, he slips a finger into the hem of your panties to move them aside, allowing your bare clitoris to rub against the fabric of his pants.

It's rough, strange, and delicious. You place all your weight on his legs while you continue chasing your orgasm.

The sight of your small, swollen, and wet clitoris makes him sigh and tense up in his pants. "Come on, go ahead, I want to see that cute pussy ruin my pants."

Her words seem to be enough to make you come with a muffled moan of her name. Your hands grip even tighter against his shirt and you bury your face in his chest in an attempt to muffle your moans.

A few seconds later, when your euphoria dissipated, you slowly withdrew your face from his chest. He reached for your face with one of his hands, gently squeezing your cheeks. "Obviously, this turned out to be more effective than doing it yourself." He stated with a playful tone. "Although... I still haven't had enough fun."

He grabbed you by the shoulders and forced you to turn around and press your face against the desk. "Heeseung." You call him firmly, quickly understanding what he is trying to do.

His hands slide your panties down your legs and lift your skirt until it is rolled up at your waist. "You have a very nice little butt." He gives one of your cheeks a hard slap, making you jump and try to move away from the desk.

"Heeseung, we shouldn't..." You try to plead, but he grabs your hair roughly and pulls your body back towards the desk, exerting an even more intense pressure on your body than before.

"I'm not asking for permission." Then, you only hear the sound of his belt buckle, followed by the sound of his pants falling to the floor.

"I can't wait to fill this hole with my cum." He took his cock between his fingers and tapped its tip against your wet entrance, making his pre-cum mix with your arousal.

He aligns his red, dripping tip against your center. "Yes... It should fill you up so much that when you walk down the halls, my semen slides down your legs", he murmurs more to himself than to you.

His cock slides easily into you because of how wet you are. Once it hits bottom, a guttural moan escapes from both of you, and he throws his head back in pure ecstasy. "And when people notice and question you about it, you'll have to say it was me who went all the way." At this point, he was simply rambling.

You feel like it's piercing your uterus; your walls are incessantly struggling to accommodate its size. "Too, too... Big..." You gasp almost without air as you scratch the desk beneath you.

"Shh... Shh, calm down...". Her hips begin to grind against yours in an animalistic rhythm. "I know it's deep." He whispers in a tone that tries to be comforting.

A hoarse moan flows from his throat, causing you to tighten uncontrollably around him. "You're so fucking tight." He groans. "I should have at least inserted three fingers before fucking you." He was lying; he was fascinated by the almost painful way you squeezed him.

Again, he takes a handful of your hair between his fingers to pull you away from the desk, leaving your back aligned with his chest.

He takes your face in his hand and turns it so that your face is in front of his. What's wrong? "Why don't you say anything anymore?" He gives a particularly deep thrust that makes you moan and grimace with pleasure. "You're always so grumpy, but now that you have a cock inside you, it seems like you can't even think."

When you try to respond, a stream of nonsensical words and gasps comes out of you, making him laugh and his laughter echoes against your back.

"You are so tender" The sweet and affectionate way his words come out of his mouth surprises you so much that you turn your face a little more towards him, looking into his eyes through your lashes wet with some accumulated tears and a fucked-up, but so in-love expression.

His free hand, which isn't holding your face, moves to your lower abdomen, pressing right on the bulge of his cock. You follow him and bring one of your hands to his, intertwining your fingers with his.

The world seems to be completely silent, except for Heeseung's gasps and your sharp moans; you feel nothing else apart from the heat radiating from his body against yours.

He starts leaving wet kisses on your neck. "Fuck, you're so wet, so tight, so beautiful..." You are a bitch perfectly made for me. Growls in your hatred.

Your legs start to tremble; the knot in your stomach tightens even more. "Seungie... I'm close..."

"Yes? Are you going to squeeze your little pussy while you cum really hard on my cock?" he asked with a tone that, under other circumstances, would sound very cocky if it weren't for the pathetic moan that accompanied it.

You just nod desperately, not caring how pathetic you might look right now.

Before you realize it, your walls tighten around Heeseung. "Just like that, cum all over my cock." He pushes your body back onto the desk, pressing your cheek against it

His thrusts are careless and aimless as he chases your orgasm. "I'm going to fill you up so much that I'll leave you ruined for anyone else who tries to sleep with you."

You moan overstimulated as your juices start to drip out of you, creating a completely obscene splashing sound.

"My semen will stay so deep inside you that you'll never be able to get it all out." He presses his chest against your back, crushing your body against the writing. With one final thrust, the head of his cock buries itself in your womb as he spurts.

The sensation of his semen so deeply makes you feel relaxed and yet overwhelmed.

They stay like that for a moment, trying to properly process what just happened. "Get off me, you're suffocating me", you complain with an obvious lack of breath.

Heeseung laughs as he slowly pulls away and slides out, then gently takes you by the shoulders and helps you stand up and turn around so you are facing him.

You try to stand up straight, but your legs tremble and fail, so you almost fall to the ground if he hadn't held you tightly.

"I think I fuck you better than your stupid porn videos, little pervert."

✧･ﾟ: *✧･ﾟ:*

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