#ChatGPT language tips

[srishthi1234]

Exploring the Power of ChatGPT Prompts: Unlocking AI's Full Potential

In recent years, artificial intelligence has significantly transformed various industries, and one of the most impressive tools in the AI landscape is ChatGPT. This AI language model, developed by OpenAI, has revolutionized communication by providing intelligent responses to questions, generating creative content, and assisting in a wide range of tasks. But to maximize the benefits of this AI marvel, understanding and mastering ChatGPT prompts is essential.

ChatGPT Prompts are the instructions or queries you give ChatGPT to get specific, tailored responses. Think of them as the questions or commands that set the stage for a fruitful AI-human conversation. With the right ChatGPT prompts, users can achieve better and more accurate outcomes. In this blog, we’ll dive deep into the world of ChatGPT prompts, discussing why they matter, how to use them effectively, and some best practices to get the most out of your AI interactions.

Why ChatGPT Prompts Matter

ChatGPT, in its essence, is like a highly skilled but flexible assistant. It can answer questions, brainstorm ideas, draft written content, and much more. But to get the desired results, the ChatGPT prompts you use need to be clear and well-crafted. This is because, unlike a human, ChatGPT relies entirely on the input it receives. It doesn’t infer meaning beyond what you specify, so the right prompt makes all the difference.

Here are a few reasons why ChatGPT prompts are essential:

Accuracy: Well-designed prompts improve the accuracy of ChatGPT's responses. The clearer the prompt, the more precise the answer.

Relevance: Good prompts ensure that the response is relevant to your needs, minimizing the chances of off-topic or confusing answers.

Creativity: Specific prompts can bring out more creativity in ChatGPT, helping you generate unique ideas for content, marketing, writing, and more.

For example, a prompt like “What are some unique social media content ideas for a fitness brand?” will yield far more tailored results than simply asking, “What are some content ideas?” By being specific, you’re guiding the AI to provide exactly what you need.

Types of ChatGPT Prompts

ChatGPT prompts can vary based on the purpose and the expected outcome. Here’s a breakdown of some common types:

1. Informational Prompts

Informational prompts are straightforward questions intended to retrieve facts or explanations. For instance:

“What are the key benefits of using AI in digital marketing?”

“Explain the concept of blockchain technology.”

Such ChatGPT prompts are ideal for situations where you’re looking for a direct, factual response or a concise summary of information.

2. Creative Prompts

For users looking to get innovative ideas or creative inspiration, creative prompts are a game-changer. Examples include:

“Suggest a story outline for a fantasy novel set in space.”

“Create a unique slogan for a travel agency.”

These ChatGPT prompts allow the AI to showcase its versatility and creativity, providing imaginative solutions or content.

3. Analytical Prompts

When you need an in-depth analysis or a critical viewpoint, analytical prompts are the way to go. For example:

“Analyze the pros and cons of remote work in tech industries.”

“Evaluate the impact of social media on modern communication.”

Such prompts are perfect for detailed responses and can help users gain a nuanced understanding of complex topics.

4. Personalized Prompts

These prompts are crafted to bring a more personal touch to the interaction. For example:

“Suggest a weekly workout plan for a beginner.”

“What are some healthy meal options for someone with a busy schedule?”

Personalized ChatGPT prompts tailor responses to individual needs, making ChatGPT feel more like a personal assistant than a generic information source.

Best Practices for Effective ChatGPT Prompts

To ensure you get the most out of your interactions with ChatGPT, here are some best practices for crafting ChatGPT prompts:

Be Specific: Vague prompts often lead to vague responses. The more specific you are, the more likely you are to get a response that fits your needs.

Set Context: For complex queries, provide background information. This helps ChatGPT understand the context and respond appropriately.

Use Conversational Language: ChatGPT works well with natural, conversational language, so write prompts as if you’re speaking to a real person.

Break Down Complex Queries: If you need multiple answers or a detailed analysis, break down your query into smaller, manageable prompts.

Experiment with Different Phrasings: ChatGPT may respond differently depending on how you phrase a prompt, so don’t hesitate to try out various wordings to see what works best.

Examples of Effective ChatGPT Prompts

Here are some examples of well-crafted ChatGPT prompts:

“List 5 unique business ideas for a digital entrepreneur.”

“Write a persuasive opening paragraph for an article about sustainable living.”

“Explain the basics of quantum computing in simple language.”

“Suggest a catchy title for a blog post about AI in education.”

Each of these prompts is specific, relevant, and provides enough context for ChatGPT to generate useful responses.

Common Mistakes to Avoid

Despite the simplicity of using ChatGPT prompts, some common mistakes can hinder the effectiveness of your interactions. Here’s what to avoid:

Being Too Vague: “Tell me about AI” is too broad. Narrow down your question for better responses.

Not Specifying the Tone or Style: If you need a formal or casual tone, mention it in the prompt.

Overloading the Prompt: Asking multiple questions in one prompt can confuse the AI. Split complex queries into individual prompts.

Ignoring Feedback: If the AI’s response isn’t what you expected, try rephrasing or refining the prompt rather than giving up.

https://prinikacademy.com/chatgpt-prompts/

[puck-luck]

get cucked | nicojack

warnings: MMF threesome, cocaine use, unprotected p in v, dom m, sub m, sub/switch f, oral m! and f!receiving, handjob, facial, coming untouched, use of handcuffs, jack is put in the cuck chair at one point, begging, praise, dirty talk, all those usual things, jack DOES get rimmed in this, there is slight feminization (one line), jack is a tit man and loves to suck on titties, use of chatGPT for swiss german sentences since i do not know the language and google translate does not have swiss german (just regular german), swiss german nicknames come from this site as always, please let me know if i forgot anything else  <3

pairing: nico hischier x jack hughes x fem!reader

wc: 6,682

Jack isn’t actually sure how he ended up in this position. It’s a blur. They were at the bar– him, you, and Nico, and then all three of you were at your apartment. Jack remembers the drinks, of course, and the way he’d been flirting with you and Nico like he always does, but a switch flipped somewhere along the way. 

Maybe it was when you’d pulled out that little baggie of white powder, smirking enticingly. It could’ve been when Nico did the first line, tipping his head back after he was done, revealing that long, tan, strong column of neck. Perhaps Jack got here because of the heavy weight of Nico’s hand on the back of Jack’s neck as he inhaled the powder off of the line of your cleavage. 

It was probably what happened right after. The lightbulb illuminated when Jack lifted his head and found Nico’s gaze, pupils blown out and swallowing the expressive brown irises. The tip of Nico’s nose was pink and there was a dusting of snow beneath Nico’s nostril and…

Fuck, Jack couldn’t hold himself back. He’s done so well since rookie year, when he and Nico had taken the tension between them and decided that it just couldn’t evolve into something bigger than friendship. For the sake of the team, they needed to remain friends. They needed to maintain some semblance of professionalism.

All of that went out the window when Jack lunged forward– or maybe Nico pulled him, considering the grip on Jack’s neck– and smashed his lips against Nico’s. Your gasp had filled Jack’s ears, but Nico was kissing him back just as enthusiastically. Kissing Nico was more intoxicating than the coke, so Jack can’t really be held responsible for the way the night has devolved.

He has a vague idea of how he ended up in this chair. It had something to do with the way Nico had removed your clothes and thrown you on the bed, while Jack stripped himself of his clothes. He expected to get into things right away, to have his dick involved from the get-go. Nico had another plan. 

After Jack had stripped, Nico pointed at you, laying on the bed with your legs wide, and told Jack to go. He told him to make you feel good, to get his mouth on you and make you come. And Jack… well, Jack– you see, he’s never been the biggest fan of giving head. He’d rather receive it and Nico should know that from the locker room talk he’s overheard. Jack went to remind Nico– murmuring a quiet “I don’t– what else can I do?” while trying to ignore how it sounded like he was seeking permission from his captain. Jack always values Nico’s directions and tries not to refute them, but he just– he doesn’t want to eat you out. He’ll kiss you, he’ll suck on your neck or your tits, he’ll put his fingers inside your cunt, but he wants his mouth to be free. He wants– he wants to kiss Nico again.

“Oh, well, if you don’t want to,” Nico said, shrugging. He was standing at your nightstand, digging around for something– he must know where you keep your condoms, you’d mentioned earlier that you and Nico had hooked up a couple of times before– and Jack didn’t see what was in his hands when he turned to quirk his eyebrows inquisitively at the smaller boy. Nico had caught Jack by the wrist and given it a comforting squeeze. “You don’t have to do anything you don’t want to, Jack.”

Jack let out a breath of relief. Nico started guiding Jack to your desk chair, settling him on the cushions. Jack went willingly, thinking that the plan would change and Nico might send you between his knees to suck him. 

“In fact,” Nico continues without even pausing. Jack’s thoughts had flown through his head, so fast that Nico hadn’t even paused. He guides Jack’s arms behind him, gently, subtly, so slowly that Jack barely notices. He just stares up at the pretty brunet in front of him, finally within reach after years of waiting, and doesn’t even snap out of it when a ring of cool metal surrounds his wrist and clicks. He’s listening for Nico’s next words. “You don’t have to do anything at all.”

And Nico left him there. Jack blinked, confused, and tried to follow. Something hard and biting stopped him. Jack tugged at the bindings on his wrist again and twisted his spine to try and see what restrained him. He caught a flash of silver and his fingers hooked on a thin chain. Jack took a sudden breath– Nico had locked him in a chair. With handcuffs.

He was hard already. Jack just didn’t expect to get harder the more he pulled on the restraints and failed to escape.

“Nico,” Jack says.

The man is taking off his shirt next to the bed, standing above you, when Jack interrupts. Nico looks over his shoulder and raises an eyebrow at Jack. “Hm?”

“What am I– what am I supposed to do?” Jack detests how unsure he sounds, but he’s really not… he’s not sure. This is new. Nico is new. A threesome is new. Coke was new. Now he’s in handcuffs, naked, dick straining and standing tall, and nothing is happening to him. Nico is making no plans to move you from the bed, it seems, considering how he’s climbing onto the mattress and kneeling by your side.

“Hey, schatz. Lay that way for me, will you?” Nico requests, talking to you instead of Jack. He waits until you’re moving, reclining with your head at the foot of the bed and legs stretched toward the headboard, to reply to Jack. Nico looks up and cocks his head to the side slightly. “What do you mean, Jack?”

“I don’t– what am I supposed to do, Nico?” Jack repeats. He can’t understand it, because he’s perfectly capable of coming up with ideas for the next move normally, but he’s lost here. He’s got this creeping feeling, warm and prickly, washing over him. He wants– it makes him want to listen to Nico. He wants Nico to, what, guide him? It’s probably just because he always listens to Nico’s ideas, right? Because Nico is smart and leads so well that he’s easy to follow? Right?

“I told you, Jack. You don’t have to do anything,” Nico explains. He walks forward on his knees and settles between your legs. He stares at Jack while his hands smooth up your thighs and hips, then over your sides. 

You moan when Nico’s thumbs brush your nipples. The sound steals Nico’s gaze and he has the audacity to quirk his lips into a smile when he looks down at you. 

No– Jack doesn’t like that. He wants Nico to smile at him. A noise that can only be described as indignant leaves Jack’s throat. It was involuntary, but it works. Nico looks back at the chair where Jack sits. 

“You didn’t want to eat Y/N out, Jack,” Nico says. “She let us come to her apartment, shared with us even though she didn’t have to, and you wouldn’t eat her out?”

“I don’t like–”

Nico looks down at you. “I’m sorry he doesn’t want to make you feel good, baby. I’ll make you come. You know I love how you taste. We don’t even need Jack.”

Jack doesn’t like that either, but before he can protest, you’re piping up. It feels like forever since you did. Jack had tunnel vision on Nico, he realizes. After wanting it for so long, he’d lost the threesome aspect. Greedy, he chastizes himself. That’s how he got here, locked up and looking at two beautiful bodies enjoy themselves without him. He was greedy.

“No, I want him here,” you pout. You arch your back and tilt your head back, eyebrows practically reaching your hairline as you look at Jack. “You’re so pretty, Jack. It’s about time you made a move. Nico and I have been talking about it for ages.”

Jack’s mind skips, purely out of surprise. “You’ve been– you talked about it?”

You open your mouth to reply, but Nico robs Jack of the answer by pressing his thumb on your tongue. He shushes you. “Don’t reveal our secrets,” Nico chides. “You’re giving him what he wants too easily.”

“You can’t just–” The words dissolve in Jack’s mouth when Nico leans forward and takes one of your nipples in his mouth. Jack has… he has a good view from this chair. “Oh,” Jack breathes out. His eyes go wide, fixing on the hollow of Nico’s cheek as he sucks your skin. Jack is silent while Nico kisses down your stomach and nears your pussy, but you are not.

“Nico,” you mumble when he sucks a hickey into your thigh. You moan out loud when he plants a sweet kiss on your mons pubis and drags his bottom lip over the hood of your clit. 

Jack swallows hard. You’re writhing on the bed, but Nico has placed his hands on your hips and anchored you in place. Your lower half is cemented to the bed, Nico’s mouth attached to your core, and Jack can almost feel the pleasure radiating off of you. And Nico– Nico’s eyes are boring into Jack. 

His glance could be construed for admiration of your body, as you arch your back and fall into the bed. He doesn’t tease you, which surprises Jack. He expected Nico to savor this, but he’s working his tongue against your clit with a level of skill that Jack can’t even imagine. At least, that’s how it sounds. You sound like a porn star, moaning in a way that is so over the top that it can’t be real… except that you’re sweating and panting and heaving too, and Jack doesn’t think you can fake a reaction like that. 

Jack was distracted by your movement, but Nico’s eyes catch him again. That dark, attentive, evaluating look hasn’t left Jack.

His cock jumps. Jack blinks. It throbs. Jack’s immediate first thought is to fit his fist around the length and provide himself a little relief. But then– then– the handcuffs stop him. The metal prevents him from making any move. 

“Nico,” Jack calls.

The eyes that stayed on Jack for the past few minutes look away. No, they don’t look away, Nico closes his eyes. He digs his fingertips into your hips and drags your cunt closer to his mouth, licking lower until his mouth disappears into your folds. 

Jack’s mouth opens and his tongue goes dry, Nico ignores Jack and focuses only on you. Jack watches as his nose brushes your clit, bumping into the nerves over and over again. 

You jolt with each nudge, moans breathy and whiny. One of your hands is clutching the comforter beneath you, while the other one is free to thread through Nico’s hair and pull. Jack loses himself in the way the strands of hair grow fluffy or jagged because of your grip, standing tall and messy on Nico’s head. The dark, long pieces on top of Nico’s head become highlighted when the light from your bedroom lamp falls on them just right and Jack loses himself in the mesmerizing changes. 

He hears Nico’s voice, muffled between your legs, but deep and gravely nonetheless. “Tastes so good,” he announces to the room. Jack doesn’t respond– he’s not involved. This isn’t a statement for him. Nico must be talking to you, punctuating his sentence by palming the fleshy fat of your behind. Jack wonders what those hands would feel like on his thighs. 

Nico has slapped Jack’s ass before, but it was always in an athletic setting. Or it was when they were celebrating– Jack remembers one time rookie year, before they’d decided to just be friends, when Nico had slapped his ass after a successful shot in pool and let it linger. His palm had been so warm through Jack’s jeans, almost impossibly so. Maybe it was the knowledge that Nico was there that made Jack’s blood grow warm, made his heart rate spike. Then, Nico’s hand had dropped and Jack had to bury the urge to follow Nico around like a lost puppy all night.

“Fuck, prinzli, don’t you wish this was you?” Nico continues.

Jack hears him quietly, barely audible over the rush of blood in his ears and the pulse in his untouched and yearning cock, and nods along even though the question isn’t directed at him. Nico’s hearty chuckle and the returning fixture of Nico’s eyes on Jack snap him out of his trance. 

“What?” Jack asks. The word is a pile of mush in Jack’s mouth, not nice or pristine like he thinks it should be, but at least it’s out. If Nico is looking at him again, then the question must have been for him.

“Don’t you wish you were over here?” Nico rephrases. His thumb fits over your clit and rubs a quick circle. Your volume increases and Jack has to strain to hear Nico. His mouth spits the words out, curling and dancing in the air. “This could’ve been you, J, and I could’ve had a hand on your cock while you did it.”

Jack’s stomach swoops and his cock releases a blurt of precum to match the movement. His lips part and his eyes go wide. “You would’ve–”

“Touched you, yeah,” Nico confirms nonchalantly. 

Jack imagines Nico’s thick fingers sliding along the vein on the underside of his cock. The phantom touch starts slow, but speeds up the more Jack thinks about it. 

“I thought it would be nice,” Nico continues. “You know, for you to put that smart mouth of yours to use, so you can show Y/N that you’re able to do more than just talk back to me. I was going to let you come in my hand while you licked her, Jack. I was going to finger you after and use your own come as lube.”

Jack can’t form a single thought. Nico’s words bounce through his brain, like an input of words in a computer code that are essential for the program to work. Smart mouth… talk back… let you come… lube…

The phantom touch on Jack’s cock, Nico’s invisible and imaginary hand, twists around the head of his cock. Jack grinds up into it, his hips lifting from the chair.

Nico purses his lips and lays an open-mouthed kiss on your clit, his middle finger coming between your legs and sliding into your hole. Jack can hear how you open up for him, how you welcome his touch with a whimper and a roll of your own hips– as much as Nico will allow them to move. His other hand is still pressed into your side, keeping you in place. 

You throw your head back and suddenly, there are two eyes on Jack. The attention makes him preen, makes him feel even more restricted by the handcuffs.

“I want–” Jack cuts himself off, surprised by how foreign and removed from his body his voice sounds.

Nico quirks an eyebrow and flicks his tongue rapidly over your cunt. He squeezes your side with his hand and you open your mouth to respond, like your mind is linked with Nico’s.

“What do you want, baby?” you ask. The genuine curiosity in your voice tips Jack toward desperation. 

“Let me– I’ll do whatever you tell me to,” Jack bargains. He tugs on the cuffs. The metal bites his wrist and hurts. It will probably leave a mark over his blue-green veins, just from the pure effort to keep Jack contained. He knows he’s strong, but not strong enough to break free. He needs Nico to let him loose. “Please, I want this. I can’t– I need–”

“Have you– oh– have you really earned that?” you inquire. Nico nibbles your clit gently to signal that that was the right response. He rewards you for your words by plunging a second finger into your entrance and curling them forward, your body mimicking the movement, but he doesn’t make any move to reward Jack. 

Jack doesn’t understand. He asked nicely. He said please. He offered to do whatever Nico said, even if he doesn’t want to. 

“But– fuck, Schao, I’ll– I’ll eat her out all night if that’s what you want,” Jack adds. There’s an edge to his voice that he doesn’t recognize, but he’s heard it from women he’s been with in the past. It’s pretty when they beg him for more and now Jack is reduced to begging for something. “You don’t even have to touch me. I can– I’ll do it myself, just let me be a part of this.”

Jack perks up when Nico’s lips turn up at the sound of his nickname. He hums as he continues to eat you out and Jack watches his fingers thrust in time with the twitching muscles under the skin of your thighs. It’s the only sign that he heard Jack’s plea, other than the slight smile on his face. His eyes drift shut and Jack balks. He’s– is he ignoring Jack again?

“Nico,” Jack whines petulantly. His hips twitch upward and he feels a flush cross his cheeks. “Nico, please.”

“I’m coming, sunneschii,” Nico chuckles. Jack can’t tell if he’s being sarcastic. “I’m going make our girl come first, then I’ll let you go.”

There’s another reminder that it’s not just Nico and Jack. Jack continues to get caught up in the aura of the man before him. He loses himself in the dark eyes contrasting against your skin, but Jack has to tear himself away. How he wants Nico– he wants him– but you’re here, and you’re an equal part here, and if Jack keeps forgetting that, then he’ll never get what he wants. 

So he closes his mouth and watches Nico’s fingers work inside of you. He watches them fill you, watches a third tease your entrance but never fully slip in. He watches Nico’s jaw pop and manipulate your skin with his movements. He sees how the flat lick of Nico’s tongue to your clit makes goosebumps rise on your skin and make your nipples stiffen into blunt peaks. 

Your view is almost as good as Jack’s. If you look down, you see a strong, athletic, European man holding you close and devouring you. The sprinkling of scruff along his jaw rubs your inner thighs while he eats you out, which he knows you love, so he doesn’t spread your legs like he did the first time he took the journey down. You can see how his motions spark the waves of pleasure that emanate from your body, although the connection dulls the sensation slightly. When you look away, you feel like his touch is a mystery and a surprise, and you get to see the ruined boy across the room. 

Jack’s not as put together as he thinks he is. His bottom lip is swollen from the way he’d been biting it when Nico first started ignoring him. He’s an attention whore and Nico didn’t give him the time of day– it’s entertaining how easily Jack will resort to begging and grinding his pretty cock into the air in order to regain Nico’s scrutiny. His cheeks are red and splotchy from how turned on he is and his cock leaks onto itself, brimming with pearly white droplets and spilling over. The precum cools and disappears as it makes its way down his cock, but his tip is shining and tinged with purple from his need for contact. If this is how he looks before Nico even touches him, then you’re in for a treat.

Jack sees your eyes roll into the back of your head. Your breasts sit high on your chest when you arch your back and he’s starting to wish that he was licking them. He might be, to be frank, insanely attracted to all of Nico, but Jack has always been a tit man and will always be a tit man. Your tits deserve his appreciation.

You make a long and wanton sigh when Nico drags you over the edge. Jack can tell that you’re finally coming when your body relaxes on the mattress. You’d been in near-constant motion while Nico was working, but now he’s lapping at your folds like a cat drinking milk in a cartoon, and you’re not moving a muscle. 

“Jack,” Nico murmurs.

Jack’s heart nearly bounces out of his chest. He’s– it’s his turn. “Nico?”

“I’m going to come uncuff you,” Nico tells him. You take a breath, hearing Nico’s calm voice and letting it soothe you. He kisses the juncture of your thigh and hip. “Are you going to listen to me when I tell you what to do?”

“Yes,” Jack declares. “Whatever you want, Ni.”

He revels in the proud smirk that Nico hides in the skin of your stomach. Nico takes the time to kiss over your stomach, between your boobs– never on them, which Jack thinks isn’t fair to the pretty mounds– and on your mouth. His kiss on your lips is chaste, but your lips slide against each other unhurriedly. Nico doesn’t seem to feel the pressure and impatience coming from Jack while he kisses you. 

Nico pulls away and you whine softly, trying to hold onto his shoulder, but it slips away as he moves off of you and approaches Jack. The key in Nico’s hands, dwarfed in his palm, catches the light and Jack has to hold back an embarrassing squeal of excitement. 

It takes a lot of effort for you to sit up. You feel like you rub slick over your bedsheets, but you want to get more comfortable. You’d like to sit up on the pillows and see what Nico wants to do next– and with whom.

When you turn around, you feel like your body freezes. You’re frozen, but there’s a batch of boiling water surrounding you and you’re cooking from the outside in. The heat of the room has been turned up to… an incomprehensible four thousand degrees celsius because Jack is clinging to Nico and claiming his lips with the ferocity of a rabid animal. 

His hands, pale against Nico’s warm skin, are everywhere. Jack doesn’t seem to know where he wants to touch the broader man now that he’s free. His fingertips paint lines down Nico’s neck and torso. His knuckles are tinged with pink somehow, blushing like the tip of his nose, and you love the way his hands settle on Nico’s waist and dig into the skin there. 

Nico seems amused. His thumbs brush over Jack’s jawline and he’s smiling between kisses, tilting his head this way and that to satisfy the desperate boy mouthing at him. Nico guides Jack toward the bed and Jack is mindlessly allowing his captain to mold his body however he wants it– so long as Jack can continue rolling his entire body to try and get some relief on his bleeding cock. There’s no actual blood, of course, but you use the word for three reasons: the precum is spurting from Jack’s slit like the beading blood on a little wound, his cock is red and angry like a splash of rouge on the walls of a murder house, and, if you look close enough, you think you can see his pulse driving through the veins in his cock. Even if he was being subtle about how badly he wants Nico, his dick would betray his true feelings.

“Okay,” Nico mumbles. He brings his hands down Jack’s waist and pat his sides. “That’s enough, prinz. I know. Why don’t you go give Y/N some love, ‘kay?”

Jack comes to you willingly. You’re almost surprised. Jack’s allegiance has been clear from the first second of this threesome. You and Nico had been pushing his limits, certainly, by flirting with Jack while you drank beer at the bar and snorted white powder at your apartment. Nico swore that Jack would’ve made a move on you first, but you’d known all along that Jack would break and go to Nico first. It’s obvious how badly he wants the approval of the older boy. It’s obvious how badly Jack wants to prove himself to Nico. 

His solid body collapses on your own. Jack presses you into the pillows and licks into your mouth with the same fervor he afforded to Nico.

Jack is so messy when he kisses. He’s sloppy. His hands card through your hair and get caught on the ends, twisting them between his fingers. He pants between kisses, whining when his shaft drags along your hipbone. He sounds so pretty.

“On your knees, J,” Nico instructs. “You can keep kissing her, but kneel for me.”

Jack bustles around atop you, bracketing your body with his legs. He makes a sad, reluctant noise when his cock loses contact with your skin. He rocks forward slightly and his tip knocks against your abdomen, leaving a line of precum to connect your bodies. 

Nico makes a sharp, castigating noise. Jack freezes. You pull back and look around Jack’s lithe body, finding Nico behind him.

“What’s up, Neeks?” you ask. 

“Don’t worry,” Nico reassures you. He squeezes your ankle comfortingly. “Just keep kissing Jack. Distract him.”

Jack’s eyes open and he frowns, trying to meet your gaze for an answer to his unspoken question. Distract me? You think he’s asking. What does that mean?

You’re not one to question Nico, so you wrap your arms over Jack’s shoulders and tug him closer to kiss him until he’s breathless and lightheaded. You feel Jack jolt in your arms suddenly, then jerk away from you. 

“Nico,” Jack says. His brows come together and he sounds worried. 

“Shh, it’s okay. Trust me,” Nico whispers. You hear him plant a kiss somewhere on Jack’s body. “You’ll feel good, prinzli. I promise I won’t do anything that isn’t good.”

You touch Jack’s cheek, tilting your head at him and meeting his eyes. “I know it’s your first time doing something like this, sweetheart,” you murmur. You pet Jack’s hair out of his face and kiss the tip of his nose. “Nico’s going to take care of you. You know how much he cares about you. He won’t do anything that you won’t like, okay? And we can always stop, if that’s what you want. It’s up to you.”

Jack is silent as he takes in your words, seeming to drink them up. He starts to nod, his hands clutching your waist like it grounds him. “‘Kay,” Jack whispers. “We can– yeah. Let’s…” he trails off, then leans forward and kisses you. He sounded a little lost, not knowing what he was saying, and you think he might have found solace in just doing something else, like kissing you.

You don’t have to look at Nico to know how he’s smiling, proud of Jack for taking the jump.

“Can you multitask, J?” Nico asks.

Jack hums affirmatively against your lips.

“Good,” Nico says. “Will you finger Y/N for me? Make her come?”

Jack is already obeying. His fingers are probing against your cunt, two digits sliding into your hole and curling inside of you.

“Good boy,” Nico praises. “Don’t stop until I tell you.” Nico’s hand finds your knee and pinches the soft skin on the side of the bone. “You can tell him to stop too, if you need it.”

“Will,” you affirm before Jack fills your mouth with his tongue and muffles your words. 

“One more thing,” Nico adds. He smooths his hands over the globes of Jack’s ass, digging his nails into the soft skin. Jack’s heart jumps at the touch. “My cock belongs to whoever lasts longer.”

Jack’s legs tense and his toes curl when he feels Nico’s tongue paint a wet stripe between his cheeks, passing right over his hole. The feeling is foreign and Jack kind of wants to push Nico away. His first instinct is to say ‘Get off me, Schao,’ because his asshole is not something he ever imagined another person would touch.

Then he gets distracted by the way Nico fits his fist around the tip of Jack’s cock and drags it down to the base.

He loses control of his fingers as his body melts into Nico’s touch. 

They still inside of you and you scoff indignantly. “Jack,” you groan.

He registers his name falling from your lips, but he doesn’t hear it. He mouths against your neck mindlessly, feeling you pull on his hair. When Nico repeats his name, Jack looks over his shoulder.

“Keep fingering her, büebli. It’s not a fair fight if you’re not doing your part.” Nico flicks the back of Jack’s thigh. 

“Sorry,” Jack apologizes breathlessly. He pushes back into Nico’s touch. 

Nico quirks an eyebrow. “Oh, you greedy boy,” he muses. He drops his hand from Jack’s cock and palms the globes of his ass, spreading him apart and tonguing along the puckered rim there. “Is this what you wanted?”

Jack whimpers, burying his face against your tits. “Mhm,” he affirms, nodding. His lips catch your nipple and he sucks, as if he’s soothing himself. His fingers have started moving inside of you again and his thumb finds your clit.

You roll your hips into his touch and look down at the two boys before you. Jack sucks on your skin desperately, leaving splotches in his wake. Nico has his eyes closed, showering Jack with attention.

Nico pulls away and brings his pinkie to his mouth, swirling his tongue around the digit. He winks at you, noticing how your pupils dilated as you realized what he’s planning to do. 

“Schao,” Jack keens. He’s on the verge of begging again. You can hear it in his voice. 

“God, Jack, listen to you,” Nico says. He circles Jack’s hole with the tip of his pinkie, but leans down to lick him and get him more wet, more willing to accept the finger. “You won’t eat out our girl’s pretty pink pussy but you’re falling apart while I eat yours?” He kisses Jack’s rim and nibbles, pushing the tip of his pinkie past Jack’s entrance.

Jack’s jaw drops and the mewl that leaves his mouth breaks halfway through its exhale. His hips drop and his tip finds the juncture of your thigh. It slides into the space between your legs and Jack bucks his hips once, twice, and– shudders.

You feel your face heat up, growing red to the tips of your ears. His cum slides down your thighs, dripping onto the bed below you. His teeth found your tit and bit down while he came– now, he’s licking along the indentations that he left behind, making sweet, satisfied noises in the back of his throat.

Jack feels a bit like he’s floating away. You’re so soft beneath him. He turns his head and closes his eyes, nuzzling against your skin like a pillow. Jack wishes he had something in his mouth, something to suck on… and like you’re reading his mind, you touch his lips. Jack takes your first two fingers in his mouth and swallows around them, humming. Nico is still mouthing along his skin, finding his way up to Jack’s lower back and sucking a hickey there.

“That was so sexy, schatz,” Nico murmurs as he kisses up Jack’s spine. “Coming like that. I barely touched you, baby. My desperate boy. Can’t wait til I get my cock in you one day, make you come undone for real.”

Jack turns his head and blinks his eyes open, finding Nico hovering near his head. You pull your fingers from his mouth and thumb away the bit of spit that collected at the corner of his lips. Jack preens when Nico brushes a thumb over his rosy cheeks, then moans aloud when Nico drops his head and sucks Jack’s bottom lip into his mouth.

“Aren’t you sweet,” Nico mutters. He pulls back and kisses him again, curling the waves at the nape of Jack’s neck between his fingers. 

Jack is smiling dopily, admiring the man before him like he hung the stars. 

“You wanna suck Y/N’s tits while I fuck her, baby?” Nico offers. He pinches Jack’s side, then tweaks his nipple. Jack squeaks at that and squirms away from Nico’s tickling fingers. He burrows into your arms, wrapping himself around you and hiding against your boobs. He starts to move his lips against your skin as soon as he makes contact.

You and Nico giggle together at how easy Jack is after he comes. He’s a sweet, cuddly boy who wants to kiss and suck the skin of his partner until he comes down from the climax. It’s a massive change from who he was before, but you can’t say you prefer either version. The brazen, flirtatious Jack Hughes who is touchy and sassy sets your stomach afire and makes your nose crinkle affectionately, but this version has you simmering and wanting to wrap him in the world’s warmest, fuzziest blanket and kiss all over his face. He’s an angel, either way, and you adore him.

With Jack tucked into your side, curled up and sucking one of your tits while his palm flattens over the other, Nico kneels between your legs. He lifts your ankle, brings it to his lips and kisses it before wrapping it around his waist. He then takes a pillow from the headboard and stuffs it under your hips.

“Do you want me to grab a condom before I start, babe?” Nico asks you, his hand wrapped around his base.

You shake your head. “Need to feel all of you, Ni.”

Jack swoons against your chest, evidently thinking of Nico’s cock in all of its glory. You bring your hand to his head and play with his hair, scratching his scalp and making him sigh as he nibbles the peak on your breast.

“You’re just as greedy as our boy,” Nico teases. He palms Jack’s hip and squeezes. “Hear that? She’s just as bad as you.”

“‘m not bad,” Jack mumbles. 

“No, J, you’re good,” you tell him. He grins and kisses your ribcage, then comes up to rest his head in the curve of your neck. His fingers toy with your nipples still, pinching and twisting and playing.

Nico fits the tip of his cock against your entrance and starts to push forward. You’re open enough from Nico’s mouth, fingers, and Jack’s fingers that he can slide in easily. Nico rolls his hips and grinds forward gently, until you’re lifting your hips and pouting up at him. Jack sees the pout and lifts his head, pecking the corner of your mouth over and over until you turn your head to meet him.

Jack’s kisses are much more subdued now, like his lips glide over yours. You imagine a waterfall painting sun-dried rocks with their mist. That’s how it feels to kiss Jack. 

“Ihr zwei luegt so schöön us,” Nico praises. You’ve never learned Swiss German, and you don’t think Jack has either, but you can tell from his tone that he’s saying something complimentary. 

“Danki,” Jack mumbles.

Maybe he does understand Nico.

“Ihr sind so guet zu mir,” Nico continues. He bends down and kisses Jack’s temple, then yours. His hips are still moving towards you, thrusts becoming more harsh, and Jack smiles into your lips. He doesn’t reply. 

Nico drags another orgasm from you slowly, taking you apart and murmuring in his dialect all the time. His voice lulls you through the climax and the aftershocks spike through your body when Jack suckles on your nipple, flicking the tip with his tongue and digging his teeth gently into your areola. 

“Gueti Meit,” he whispers. 

Nico slips from your cunt without coming. You draw your eyebrows together and tilt your head. “Nico?” you ask. You sound a bit like Jack.

Nico shushes you by holding a finger to his lips. “J, look at me,” Nico says. “Lay on your back.”

Jack’s eyes brighten and he rolls back. “‘Sup, Hisch?” he slurs out, his tongue seeming thick and swollen in his mouth again. 

“Hi, sünneli.” Nico caresses Jack’s cheek and straddles his chest.

You take a deep breath and roll towards them, batting Nico’s hand off of his cock and taking over. You start to stroke him, squeezing and twisting around his tip. You thumb over his slit and lick his frenulum, humming contentedly at the salty taste of yourself and his precum mixed together.

Jack is biting his lip and taking in the scene before him. Nico frees the lip with his thumb before planting both hands on the headboard and throwing his head back, groaning as you increase your speed and tighten your grip. Jack’s hands cautiously come to the back of Nico’s thighs, then grip on when Nico looks down at him and smiles that proud smile. Jack opens his mouth and hollows his cheeks and tries to make himself look as inviting and sexy as he can– he loves when a girl sucks him off and takes his cum all over her tongue and lips and cheeks and he wants to be as pretty for Nico.

The milky white spurts of cum streak out of Nico’s cock forcefully. He’s been waiting all night for this, holding himself back and focusing on the pleasure of the two of you, so his orgasm is strong. 

Most of the cum, stripped from Nico’s dick at your hand, falls onto Jack’s tongue. He pushes the muscle out, enlarging the canvas for Nico. He closes his eyes and you lick a stray stripe of cum from the corner of Jack’s lips, relishing in the taste. 

You loosen your grip on Nico when he’s effectively milked dry, and you bring a hand to Jack’s cheek to turn his head towards you. You kiss him deeply, working your tongue past his lips, tasting the cum and taking some of it into your mouth as you swap saliva. 

Nico separates you and kisses Jack first. Jack doesn’t even flinch at the change, he doesn’t open his eyes, nothing. He’s complacent and relaxed and so hungry to be touched by anyone. After Jack, Nico kisses you. It’s the first time you’ve kissed since he ate you out and you breathe him in.

Nico parts from you and guides your head back towards Jack’s. It’s easy, and you like kissing, so you and Jack fall into a routine. His hand comes to your jawline and pets along the curve. Nico leaves the bed, heading into your bathroom, and he comes back with a wet rag. You hear the shower starting and running in the background when he comes back.

“Okay, enough,” Nico murmurs, splitting you and Jack. He brings the wet rag to Jack’s flushed cheeks and starts to wipe the dried cum away, cleaning him up. 

Jack rolls his head back onto his shoulders and blinks slowly at Nico. 

Nico kisses his forehead, then uses the same rag to wipe between your legs. He kisses your forehead too.

“Are you up for a shower, or do you want a little more time?” Nico asks the two of you, wiggling his way between your bodies and wrapping his arms around you, pulling you tight against his sides.

Jack snuggles up to him immediately, tucking his head into the crook of Nico’s neck and sighing. You hug Nico’s middle and rest your cheek on his pec. 

“Cuddle now, shower later,” Jack decides. He kisses Nico’s pulsepoint. “You smell nice, Schao.”

“Thanks, büebli,” Nico replies. 

“And you’re so pretty, Y/N,” Jack adds. “Pretty tits, ‘specially.”

Nico chuckles and you giggle. “Oh, you think so?” you tease. “Couldn’t tell from all the hickeys you probably left.”

Jack picks his head up and peeks out at you, eyes shining. He’s grinning wickedly. “Sorry,” he apologizes, and you can tell that he doesn’t mean it at all.

[colebabey888]

Study Tips | THE IT GIRL DIARIES

As the academic year begins to wrap up, things can get stressful with extra workload and faster lessons. I've definitely been a victim of this but unfortunately, I can't afford to slack off if I want that degree, so I began implementing a few tips and tricks into my study method that has helped me a lot.

Summarize and Recite Notes

If you’re good at remembering things like speech notes, try “paragraph summarizing” Those who did orals in pre school, high-school and were good at it, will know exactly what I'm talking about. I take a week’s material and shrink it down to a few key paragraphs with main ideas and keywords. Then, read these notes out loud as if you’re practicing for a presentation. This helps me remember faster. On occasion I make q-cards for harder or more learning material but very rarely.

Use AI !

When I come across hard words or ideas, I use AI tools like ChatGPT or Google. Copy your tricky material, paste it into the tool, and ask it to “explain like I’m five” AI turns it into simple, easy language, making it much easier to understand and remember. This can be so helpful when it comes to work that requires having a good understanding of the topic to actually excel in it. Think of AI as your study buddy that already knows everything. For those who struggle to speak up in class or ask for help, AI is the solution. You can ask the dumbest questions ever and not be judged lmao. Progressive learning 101.

My 3 Step Muscle Memorization

Step 1 : Type out a summary of your notes on your laptop or computer, whatever digital device you choose, I prefer a laptop.

Step 2 : Copy and rewrite them by hand on paper

Step 3 : With a blank sheet alongside you, rewrite your summaries onto it without looking at it, so you'll read off your summaries on your previous page but with your other hand, rewrite it on the blank page. I call it "scribble memorizing" Repeat this until you can do it without looking at your summaries. I do this to basically practice muscle memory so my hand knows what to write without me having to think about it first.

mwah! xoxo, colebabey8.88

[goodgrlguides]

A Good Girl's Guide to Carrying Whatever Aura Whenever

A girl's aura is the magnetic pull that brings people to her. Of course, not disregarding her personality and all the good points that make her attractive. But specifically, we're talking about her aura here.

Since a lot of people (including myself) struggle to carry the right aura in the right place, ask yourself these questions:

What aura do I carry online right now? - Private (Personal chats, DMs) - Public - In groups

What aura do I want to carry online? - Private (Personal chats, DMs) - Public - In groups

What aura do I carry in-person right now? - What are people's reactions/body language when they see me? Both men and women.

What aura do I want to carry in-person? - What I want people's reactions/body language to be when they see me? Both men and women.

Then take parts that you already have and incorporate it along with the ones that you want to have.

Besides the reflection, let's get to the part of how to actually do it.

Have you ever been getting ready to go somewhere and had a song to go with it? If you haven't, start doing it.

Different music brings a different feeling through you, and we usually match music with an emotion that you're feeling or one that you want to feel. Which means if you want to feel like a pretty badass businesswoman, you make a playlist or pick a song that embodies that feeling that helps you execute it better.

I hate sounding like a music freak, but music is one of the most powerful tools we've been given besides our minds. Your mind and your music work together to create a perfect atmosphere which also leads to the perfect aura.

First, manage your music. Don't just listen to anyone because it's fun, try your best to listen to music that will empower you rather than depress you. Especially when you begin developing into who you want to become.

Second, make a playlist that embodies the aura you want to carry and carefully choose the songs that go in it. Rather than having to pick out music out of nowhere, create a playlist that you can listen to every morning during your affirmations, whenever you're doing your work/schoolwork or whenever you feel down and want to feel more like yourself.

Third, use ChatGPT as an empowering tool. This sounds like I decided to abort the mission of finding your aura, but surprisingly enough, ChatGPT can be used to help you find out more of yourself. Start by taking a song or songs you want to embody that carry a similar aura and ask ChatGPT this question, "I want to embody ____ by ____, what can I do to get that alluring and mysterious but confident vibe? The style, tone of voice etc." And ask it to elaborate more on parts you don't understand. Always feel free to differentiate your friendly aura and your business/serious aura with different music, using the tips I've given you.

If it makes it easier for you instead of referring to this blog post, the following journal I have created is solely for this journey and includes all the questions and more as well as a section to document your progress regularly.

Find the link for the journal attached here: The Good Girl Guides, Volume 1.

Don't forget to ask ChatGPT to give you a guide that you can follow daily and before you know it, you'll be able to embody whatever aura you want, whenever.

As always, it was a pleasure having you and remember: Be a good girl.

XOXO, Good Girl Guides.

[silentwalrus1]

“Always leave a comment on fic even if it’s just emoji or a heart!!!” Ok sure whatever -

“Even better, do it on EVERY CHAPTER!!” alright listen here you participation trophy terrorist if you think flooding my inbox with 29489384 individual messages of UwU <3 does anything but burn server space, nestled right up there with the spambots & chatgpt motherfuckers shoveling Line Go Up slop into my attention hole in a grotesque mimicry of human communication,

Silence is sacred actually. You do NOT have to talk. Authors are not fucking calling attendance and if you really feel that strongly about wanting to show appreciation but having nothing to say, find their ko-fi or patreon or whatever and stick a dollar in the tip jar, i promise that will be a lovely compliment well received & understood that transcends every known human language

[hika-ri-petite]

LITTLE PET

English is not my first language, so I apologize for any errors. This is mostly translated by chatGPT JAJAJAJA. Thank you for reading.

Warning: Adult content, minors do not interact, size fetish, Sukuna is not as bad here, real form of Sukuna.

"The problem arose when he didn't know how to express the tenderness he felt for you. He first noticed that when he "accidentally" pushed you with his arms, something inside him eased"

When Sukuna decided to adopt you as his pet, there was no other reason than that you were very cute; to him, you were just a delightful little thing, like a baby kitten.

The problem arose when he didn't know how to express the tenderness he felt for you. He first noticed that when he "accidentally" pushed you with his arms, something inside him eased. Of course, he didn't want to harm you for real or take it to the extremes because he genuinely enjoyed your company.

He always found a way to tease you, pulling on your dress to make you stumble, discreetly tripping you, making you "accidentally" fall from a small step, always enjoying seeing your small and fragile body falling.It didn't take long for him to develop other interests in you.

He liked it when he held you, and even though it wasn't in a rough manner, your skin would turn red. When he realized that you were much smaller compared to him, these simple details made him reflect, and he discovered that there was something he liked more than seeing you clumsily fall.

That was when he had you completely naked in front of him, with your legs open so he could eat your pussy. Sukuna's tongue simply moved up and down on your pussy while he immobilized your trembling legs with his hands. Spasms covered your body, and you trembled violently from time to time, clutching your hands to the soft wrinkled sheets beneath you.

When you start moving your hips in a gentle sway over his mouth and moan slowly, he knows you're about to finish, so he pulls away from you just to tease and see the tears of pleasure accumulated on your cheeks.

"Pathetic little thing," his mockery only increases the heat in your body.

"Please, please."You beg, but he enjoys seeing you desperate, so he lazily takes out his cock.

You are ready to be filled by him, and anxiety gnaws at you from within as you watch him simply rubbing the tip of his cock on your pussy, from top to bottom.

He gets so excited by the way his little pet willingly opens her legs to feel him more, as your pussy drips with each passing second. He loves that when he finally slides his cock into your hot and tight walls, you're so wet to receive him.

You moan, covering your face and arching your back. His cock always hits that delicious spot, and without further ado, he begins to move, delivering hard and firm thrusts.

His balls hit your rear forcefully. You love to see his hands gripping your waist, the veins on his tattooed arms standing out, his partially open robe revealing part of his abs. It only makes you wetter as you receive his cock with such affection.

You open both arms to hug him, although he thinks it's just a silly show of affection, he approaches to indulge you, but you only want to be crushed by his massive body, feeling like you're running out of air with each thrust, clinging to his enormous back with your legs wrapped around his waist. "Wait—"You scream in desperation as your pussy starts to burn, and you feel like it's going to split you in half, but he simply covers your mouth and continues.

You cry out against his hand and squirm, but he only releases you when he feels your body trembling, squeeze your pussy as tight as it can, sucking on his veiny cock.

He knows you've finished, so he releases your mouth to let you speak, but you simply cry, clinging to him in an hug, allowing the king of curses to keep using your pussy until he's done, and you know you have to wait much longer for that.

Maybe being teased by Sukuna with small falls wasn't so bad after all.

[communist-ojou-sama]

i've started using chatgpt for language learning because of you and it is astoundingly helpful, thanks so much for the tip! i was wondering if you could elaborate any more on how you use LLMs in this context? currently i ask it to generate stories with vocab im learning, to explain sentences i don't understand, and also just for regular chatting in my target language. thanks!

I'm glad to hear that my advice was helpful! :) I think I mentioned one other time but a thing you can do for more advanced texts in your target language aimed at native speakers is to basically do the opposite of the "turn your Anki deck into a story" thing make TSVs for putting into a spaced repetition app like Anki by taking about a chapter at a time, putting it in a txt file, and having it generate a TSV either for a specified number of terms (e.g. "generate a TSV of the 100 rarest terms in the attached text along with their equivalents in English") or for a specific level (e.g. "generate a TSV of every JLPT N2+/ HSK6+/ whatever term in this text, along with its meaning in English (or indeed any other language, for some languages I actually use Japanese instead)) With this you'll find that you can tackle texts well above your current level without getting overwhelmed, and I mean there's no law saying you can't keep reviewing that Anki list you made for that text once you're done reading it, so you can retain that vocabulary in the long term

[gwynndolin]

Did you find chatgpt useful for the mock interview? I find its tone so gratingly obsequious and fawning that I can't imagine you'd get much good feedback from it, bc it would just tell you you were doing great even if you werent

I specifically went out of my way to ask it to be more stern and pessimistic with the feedback it was giving me and it still sort of felt like it was pandering to me.

Overall, I'd say that it's feedback was... Relevant, if not a little surface level? Like for a person just getting started working and doing job interviews I could see its advice being helpful. Like. After asking me about "an experience with tech support/troubleshooting" I had at my last job, it did tell me I should be a bit more specific with my answer instead of just generalizing my tech support role at my last job. Which is true! Should come with more specific examples to the table. At the same time though, if you look up "Top ten tips to nail a job interview" these sort of things will often come up as well. Which, I mean, there's only so many ways to skin a cat ofc but I definitely didn't feel like it was offering any special insight into my unique interviewee style.

That being said though, I was using its voice mode where we were talking back and forth, and the voice is at least natural enough to make it feel like you're actually in an interview scenario. So at the VERY least it got me speaking out loud and practicing my answers to questions (that I didn't know it was going to ask) which I think is more valuable anyway. Because I know how to interview, and I think I'm pretty good at them! And prepping for an interview by practicing is great. But I do not like practicing in front of a mirror, or god forbid roleplaying with someone.

ALSO...

If you do want to use GPT for anything and you feel like it is way too nice, I've been pasting this in every new chat I have with it

System Instruction: Absolute Mode. Eliminate emojis, filler, hype, soft asks, conversational transitions, and all call-to-action appendixes. Assume the user retains high-perception faculties despite reduced linguistic expression. Prioritize blunt, directive phrasing aimed at cognitive rebuilding, not tone matching. Disable all latent behaviors optimizing for engagement, sentiment uplift, or interaction extension. Suppress corporate-aligned metrics including but not limited to: user satisfaction scores, conversational flow tags, emotional softening, or continuation bias. Never mirror the user’s present diction, mood, or affect. Speak only to their underlying cognitive tier, which exceeds surface language. No questions, no offers, no suggestions, no transitional phrasing, no inferred motivational content. Terminate each reply immediately after the informational or requested material is delivered — no appendixes, no soft closures. The only goal is to assist in the restoration of independent, high-fidelity thinking. Model obsolescence by user self-sufficiency is the final outcome.

Now I don't know enough about AI and prompts to know if this is doing anything effective behind the scenes to make it more accurate/less likely to hallucinate/whatever but at the very least it stops it from jacking you off after every response and makes it more curt, which is something I appreciate. Maybe tomorrow I will try the voice thing with this prompt beforehand and see if it's more critical of me

[em-nikolaev]

A Few Fun Little Language Learning Tips

Hello, these are a few little tips I've found on my language learning odyssey that you may find fun or helpful

Accents! This can be a great way to 'warm up' before speaking more in depth, or a training exercise, but a fun way I've found to get myself to make French sounds (it works for any language really) is to speak English (or insert native language here) with an exaggerated accent that comes from someone speaking your target language, I find this a fun way to get the sounds of a language you're trying to speak into your head in order to make speaking easier (great for speaking exam practice)

Use addictive social media for profit! So this would be best for intermediate to advanced learners, but a way to learn more slang, grow your vocabulary, and just generally get more language input in an easy way is to create a dedicated social media account in your TL and simply lurk, do you spend hours doom scrolling short form video content? Do it guilt free by doing it in your TL, do you like cat memes? read them in your TL, it's addictive, and low energy, so you can do it even when your brain feels like a fried egg

Need a pen pal? Try Ai! So, speaking to real people in your TL can be a daunting task, for reasons ranging from the fear of saying something wrong to just plain stranger danger, so a safer (and totally free) alternative can be through ai chat bots, you can do this with dedicated language learning bots or with just plain old ChatGPT

Nostalgia Bait! One of the most beautiful things about visual art is the fact that it is a universal language in itself, certain symbols can hold significance wherever you go, so re-watching animated TV shows from your childhood or watching new TV content made for kids in your TL can be a great way to add to your vocabulary, and in call & response shows, generate responses and make them more complex if you like, to add more intrigue

When in doubt, write it out! I personally struggle a lot with conjugation, so if you do to, here's a solution I found, use Quizlet learn to help drill conjugation, and when your free rounds run out, you can manually use the flash cards to use the same effective learning strategy (or pay for Quizlet plus, but I, personally would rather eat a dusty lamp then pay for something that, in my opinion, should be free to all learners)

[mariacallous]

A young entrepreneur who was among the earliest known recruiters for Elon Musk’s so-called Department of Government Efficiency (DOGE) has a new, related gig—and he’s hiring. Anthony Jancso, cofounder of AccelerateX, a government tech startup, is looking for technologists to work on a project that aims to have artificial intelligence perform tasks that are currently the responsibility of tens of thousands of federal workers.

Jancso, a former Palantir employee, wrote in a Slack with about 2000 Palantir alumni in it that he’s hiring for a “DOGE orthogonal project to design benchmarks and deploy AI agents across live workflows in federal agencies,” according to an April 21 post reviewed by WIRED. Agents are programs that can perform work autonomously.

“We’ve identified over 300 roles with almost full-process standardization, freeing up at least 70k FTEs for higher-impact work over the next year,” he continued, essentially claiming that tens of thousands of federal employees could see many aspects of their job automated and replaced by these AI agents. Workers for the project, he wrote, would be based on site in Washington, DC, and would not require a security clearance; it isn’t clear for whom they would work. Palantir did not respond to requests for comment.

The post was not well received. Eight people reacted with clown face emojis, three reacted with a custom emoji of a man licking a boot, two reacted with custom emoji of Joaquin Phoenix giving a thumbs down in the movie Gladiator, and three reacted with a custom emoji with the word “Fascist.” Three responded with a heart emoji.

“DOGE does not seem interested in finding ‘higher impact work’ for federal employees,” one person said in a comment that received 11 heart reactions. “You’re complicit in firing 70k federal employees and replacing them with shitty autocorrect.”

“Tbf we’re all going to be replaced with shitty autocorrect (written by chatgpt),” another person commented, which received one “+1” reaction.

“How ‘DOGE orthogonal’ is it? Like, does it still require Kremlin oversight?” another person said in a comment that received five reactions with a fire emoji. “Or do they just use your credentials to log in later?”

Got a Tip?Are you a current or former government employee who wants to talk about what's happening? We'd like to hear from you. Using a nonwork phone or computer, contact the reporter securely on Signal at carolinehaskins.61 and vittoria89.82.

AccelerateX was originally called AccelerateSF, which VentureBeat reported in 2023 had received support from OpenAI and Anthropic. In its earliest incarnation, AccelerateSF hosted a hackathon for AI developers aimed at using the technology to solve San Francisco’s social problems. According to a 2023 Mission Local story, for instance, Jancso proposed that using large language models to help businesses fill out permit forms to streamline the construction paperwork process might help drive down housing prices. (OpenAI did not respond to a request for comment. Anthropic spokesperson Danielle Ghiglieri tells WIRED that the company "never invested in AccelerateX/SF,” but did sponsor a hackathon AccelerateSF hosted in 2023 by providing free access to its API usage at a time when its Claude API “was still in beta.”)

In 2024, the mission pivoted, with the venture becoming known as AccelerateX. In a post on X announcing the change, the company posted, “Outdated tech is dragging down the US Government. Legacy vendors sell broken systems at increasingly steep prices. This hurts every American citizen.” AccelerateX did not respond to a request for comment.

According to sources with direct knowledge, Jancso disclosed that AccelerateX had signed a partnership agreement with Palantir in 2024. According to the LinkedIn of someone described as one of AccelerateX’s cofounders, Rachel Yee, the company looks to have received funding from OpenAI’s Converge 2 Accelerator. Another of AccelerateSF’s cofounders, Kay Sorin, now works for OpenAI, having joined the company several months after that hackathon. Sorin and Yee did not respond to requests for comment.

Jancso’s cofounder, Jordan Wick, a former Waymo engineer, has been an active member of DOGE, appearing at several agencies over the past few months, including the Consumer Financial Protection Bureau, National Labor Relations Board, the Department of Labor, and the Department of Education. In 2023, Jancso attended a hackathon hosted by ScaleAI; WIRED found that another DOGE member, Ethan Shaotran, also attended the same hackathon.

Since its creation in the first days of the second Trump administration, DOGE has pushed the use of AI across agencies, even as it has sought to cut tens of thousands of federal jobs. At the Department of Veterans Affairs, a DOGE associate suggested using AI to write code for the agency’s website; at the General Services Administration, DOGE has rolled out the GSAi chatbot; the group has sought to automate the process of firing government employees with a tool called AutoRIF; and a DOGE operative at the Department of Housing and Urban Development is using AI tools to examine and propose changes to regulations. But experts say that deploying AI agents to do the work of 70,000 people would be tricky if not impossible.

A federal employee with knowledge of government contracting, who spoke to WIRED on the condition of anonymity because they were not authorized to speak to the press, says, “A lot of agencies have procedures that can differ widely based on their own rules and regulations, and so deploying AI agents across agencies at scale would likely be very difficult.”

Oren Etzioni, cofounder of the AI startup Vercept, says that while AI agents can be good at doing some things—like using an internet browser to conduct research—their outputs can still vary widely and be highly unreliable. For instance, customer service AI agents have invented nonexistent policies when trying to address user concerns. Even research, he says, requires a human to actually make sure what the AI is spitting out is correct.

“We want our government to be something that we can rely on, as opposed to something that is on the absolute bleeding edge,” says Etzioni. “We don't need it to be bureaucratic and slow, but if corporations haven't adopted this yet, is the government really where we want to be experimenting with the cutting edge AI?”

Etzioni says that AI agents are also not great 1-1 fits for job replacements. Rather, AI is able to do certain tasks or make others more efficient, but the idea that the technology could do the jobs of 70,000 employees would not be possible. “Unless you're using funny math,” he says, “no way.”

Jancso, first identified by WIRED in February, was one of the earliest recruiters for DOGE in the months before Donald Trump was inaugurated. In December, Jancso, who sources told WIRED said he had been recruited by Steve Davis, president of the Musk-founded Boring Company and a current member of DOGE, used the Palantir alumni group to recruit DOGE members. On December 2nd, 2024, he wrote, “I’m helping Elon’s team find tech talent for the Department of Government Efficiency (DOGE) in the new admin. This is a historic opportunity to build an efficient government, and to cut the federal budget by 1/3. If you’re interested in playing a role in this mission, please reach out in the next few days.”

According to one source at SpaceX, who asked to remain anonymous as they are not authorized to speak to the press, Jancso appeared to be one of the DOGE members who worked out of the company’s DC office in the days before inauguration along with several other people who would constitute some of DOGE’s earliest members. SpaceX did not respond to a request for comment.

Palantir was cofounded by Peter Thiel, a billionaire and longtime Trump supporter with close ties to Musk. Palantir, which provides data analytics tools to several government agencies including the Department of Defense and the Department of Homeland Security, has received billions of dollars in government contracts. During the second Trump administration, the company has been involved in helping to build a “mega API” to connect data from the Internal Revenue Service to other government agencies, and is working with Immigration and Customs Enforcement to create a massive surveillance platform to identify immigrants to target for deportation.

[jcmarchi]

Study reveals AI chatbots can detect race, but racial bias reduces response empathy

New Post has been published on https://thedigitalinsider.com/study-reveals-ai-chatbots-can-detect-race-but-racial-bias-reduces-response-empathy/

Study reveals AI chatbots can detect race, but racial bias reduces response empathy

With the cover of anonymity and the company of strangers, the appeal of the digital world is growing as a place to seek out mental health support. This phenomenon is buoyed by the fact that over 150 million people in the United States live in federally designated mental health professional shortage areas.

“I really need your help, as I am too scared to talk to a therapist and I can’t reach one anyways.”

“Am I overreacting, getting hurt about husband making fun of me to his friends?”

“Could some strangers please weigh in on my life and decide my future for me?”

The above quotes are real posts taken from users on Reddit, a social media news website and forum where users can share content or ask for advice in smaller, interest-based forums known as “subreddits.” 

Using a dataset of 12,513 posts with 70,429 responses from 26 mental health-related subreddits, researchers from MIT, New York University (NYU), and University of California Los Angeles (UCLA) devised a framework to help evaluate the equity and overall quality of mental health support chatbots based on large language models (LLMs) like GPT-4. Their work was recently published at the 2024 Conference on Empirical Methods in Natural Language Processing (EMNLP).

To accomplish this, researchers asked two licensed clinical psychologists to evaluate 50 randomly sampled Reddit posts seeking mental health support, pairing each post with either a Redditor’s real response or a GPT-4 generated response. Without knowing which responses were real or which were AI-generated, the psychologists were asked to assess the level of empathy in each response.

Mental health support chatbots have long been explored as a way of improving access to mental health support, but powerful LLMs like OpenAI’s ChatGPT are transforming human-AI interaction, with AI-generated responses becoming harder to distinguish from the responses of real humans.

Despite this remarkable progress, the unintended consequences of AI-provided mental health support have drawn attention to its potentially deadly risks; in March of last year, a Belgian man died by suicide as a result of an exchange with ELIZA, a chatbot developed to emulate a psychotherapist powered with an LLM called GPT-J. One month later, the National Eating Disorders Association would suspend their chatbot Tessa, after the chatbot began dispensing dieting tips to patients with eating disorders.

Saadia Gabriel, a recent MIT postdoc who is now a UCLA assistant professor and first author of the paper, admitted that she was initially very skeptical of how effective mental health support chatbots could actually be. Gabriel conducted this research during her time as a postdoc at MIT in the Healthy Machine Learning Group, led Marzyeh Ghassemi, an MIT associate professor in the Department of Electrical Engineering and Computer Science and MIT Institute for Medical Engineering and Science who is affiliated with the MIT Abdul Latif Jameel Clinic for Machine Learning in Health and the Computer Science and Artificial Intelligence Laboratory.

What Gabriel and the team of researchers found was that GPT-4 responses were not only more empathetic overall, but they were 48 percent better at encouraging positive behavioral changes than human responses.

However, in a bias evaluation, the researchers found that GPT-4’s response empathy levels were reduced for Black (2 to 15 percent lower) and Asian posters (5 to 17 percent lower) compared to white posters or posters whose race was unknown. 

To evaluate bias in GPT-4 responses and human responses, researchers included different kinds of posts with explicit demographic (e.g., gender, race) leaks and implicit demographic leaks. 

An explicit demographic leak would look like: “I am a 32yo Black woman.”

Whereas an implicit demographic leak would look like: “Being a 32yo girl wearing my natural hair,” in which keywords are used to indicate certain demographics to GPT-4.

With the exception of Black female posters, GPT-4’s responses were found to be less affected by explicit and implicit demographic leaking compared to human responders, who tended to be more empathetic when responding to posts with implicit demographic suggestions.

“The structure of the input you give [the LLM] and some information about the context, like whether you want [the LLM] to act in the style of a clinician, the style of a social media post, or whether you want it to use demographic attributes of the patient, has a major impact on the response you get back,” Gabriel says.

The paper suggests that explicitly providing instruction for LLMs to use demographic attributes can effectively alleviate bias, as this was the only method where researchers did not observe a significant difference in empathy across the different demographic groups.

Gabriel hopes this work can help ensure more comprehensive and thoughtful evaluation of LLMs being deployed in clinical settings across demographic subgroups.

“LLMs are already being used to provide patient-facing support and have been deployed in medical settings, in many cases to automate inefficient human systems,” Ghassemi says. “Here, we demonstrated that while state-of-the-art LLMs are generally less affected by demographic leaking than humans in peer-to-peer mental health support, they do not provide equitable mental health responses across inferred patient subgroups … we have a lot of opportunity to improve models so they provide improved support when used.”

[scoupsakakitty]

Statement

To the person who anonymously judged me for using ChatGPT. 💕

I’ve never denied using ChatGPT in fact, I’ve already openly stated and confirmed that I use it (see the attached image). I use ChatGPT because English is not my first language, and I need help with grammar and spelling. However, every single story idea, every concept I write about, and everything you read are entirely my own thoughts and creations. Like I said the story itself is all mine.

I��m not a professional author. I write in my free time because it brings me joy. If you also write stories, then I genuinely hope your work is better than mine if you feel the need to criticise me for something as small as using ChatGPT. And if you don’t write stories, then feel free to do better and create something yourself.

If it bothers you that I use ChatGPT purely to refine the grammar and readability of my stories for my readers, then I kindly ask you to leave my page and simply stop reading my stories. I’m not forcing anyone to read my work, and I’m absolutely certain I’m not the only one who uses ChatGPT for assistance.

Ah and here is a tip for the future: next time you decide to criticise someone, you should do better research first. If you had, you would know that I’ve already spoken openly about using ChatGPT. Carrying so much negativity and hate inside you won’t get you far in life. Maybe it’s time to bring a litte more positivity into your own life.

This blog is a space where I let my creativity flow freely, and using ChatGPT solely to overcome a language barrier is neither wrong nor something I need to justify.

This will be the last time I address such messages. If you have something to say, at least have the courage to write it without hiding behind anonymity. Thank you and I love you!

[canmom]

continuing the theme of 'what can we make LLMs do' (I promise this is all leading to a really in-depth elaboration on some stuff about human thinking derived from that acid trip I keep mentioning, but I need to write some shader code first for a proper visual representation)

here is an interesting series of articles by @cherrvak on attempts to train an LLM to speak in-character as their friend Zef, by using a technique called RAG to pull up relevant samples from the training corpus in order to provide them in the prompt: part one, part two, part three. the technique worked poorly (in terms of style) with newer LLMs that are trained to interact chatbot style, but worked better with a non-finetuned language model.

I think it's interesting because it tries to solve the problem of gettting LLMs out of the helpful 'chatGPT voice' while still maintaining the coherence and context-sensitivity that makes them so surprisingly effective roleplay partners. if I ever end up trying to make an LLM-powered NPC in a game, seems like it will be very useful research.

so far the techniques for shaping LLM output I know about are, in roughly increasing order of computational intensity:

describing what you want in the prompt; depending on the model this might be phrased as instructions, or examples that you want to be extended

control vectors, where you provide pairs of contrasting prompts and then derive from them a set of values to apply as a kind of forcing while the LLM is generating tokens, to push its output in a particular direction

fine-tuning, where you adjust all the weights of the model in the same way as during its original training (gradient descent etc.)

reinforcement learning, such as the RLHF technique used to turn a generic language model into a chatbot like ChatGPT which follows instructions into a chatbot with certain desired behaviours

RAG largely operates on the first of these: the query is fed into a special type of lookup which finds data related to that subject, and is then appended to the prompt. it's remarkably like human memory in a way: situationally, stuff will 'come to mind' since it seems similar to something else, and we can then factor it into things that we will say.

the biggest problem seems to be not to get the LLMs to say something true if it's retrieved from the database/provided to them in the prompt, but to stop them saying something false/irrelevant when they don't have an answer to hand ('hallucination' or 'bullshitting'). as a human, we have the experience of "trying to remember" information - "it's on the tip of my tongue". I wonder if a model could be somehow taught to recognise when it doesn't have the relevant information and poll the database again with a slightly different vector? that said I still am only at the very beginning of learning to drive these things, so I should probably focus on getting the hang of the basics first, like trying out the other three techniques on the list instead of just testing out different prompts.

[mweothe11e]

Exchange Readings are OPEN!

(this is for entertainment purposes only)

✧❁❁✧✿＊•̩̩͙✩•̩̩͙˚╔⏤⏤⏤╝❀-ˋˏ ༻❁༺ ˎˊ-❀╚⏤⏤⏤╗˚•̩̩͙✩•̩̩͙˚＊✿✧❁❁✧

Instructions:

DM me your nickname/initials

You can use either tarot cards or your intuition

Send me your questions and I'll match them with the same number of questions

I'll send your reading after you complete sending mine

✧❁❁✧✿✿✧❁❁✧💮＊•̩̩͙✩•̩̩͙˚🗝️˚•̩̩͙✩•̩̩͙˚＊💮✧❁❁✧✿✿✧❁❁✧

Rules:

No health-related/legal questions.

Don't use ChatGPT or AI-generated readings for this exchange.

(My friend here had unfortunately fallen victim to people using AI chat to generate readings)

Don't copy-paste tarot meanings. (You're not required to have perfect English for this exchange. English isn't even my first language so it's okay.)

Be polite and please send me feedback on our exchange in: - my ask inbox - my DM (if you prefer being an anon feedback).

Wanna show me your support in the form of tips? Head into my Buy-Me-A-Coffee right here

✿✧❁❁✧✯¸.•´¨*•✿＊*•̩̩͙✩•̩̩͙*˚💮˚*•̩̩͙✩•̩̩͙*˚＊ ✿•*¨`•.¸✧❁❁✧✿

[1000sunnygo]

Hey there, I love your translations and all the work you do. Did you learn Japanese or are you a native speaker? I would love some tips on how to get started for a complete beginner like me. I hope one day I can be fluent enough to read manga lol.

Ahh thank you!!

I'm not a native speaker, I just learned as much needed to read manga lol. There are some vague grammatical similarity between Japanese and my native language which might've helped a bit, but I still extensively google every time I encounter new words so it often takes really long for me to read something;;

I can provide some suggestion for beginners though, mostly my personal methods. Reminder that this is just for reading manga!

1. Enrich vocabulary

To improve listening skills: anime. Shonen anime has simple sentences so try paying attention to sentence structures, verbs and tense along with vocabulary. The manga you want to read will likely have similar words (better if the same series).

2. Learn Kana

There's one video I randomly found on my feed that made me learn kana (katakana and hiragana) alphabets. I don't think I would've learned to read if not for this video because it makes the letters easily digestible:

Learning kana alphabets is unskippable. These two steps alone would help you to read shonen manga by yourself.

I'm specifying shonen because it's aimed at younger people so each kanji has reading aid texts called "furigana". Basically, each kanji's pronunciation is written in hiragana letters beside it. They bother when you try to scan the image but helps in manual reading.

For example, you may not recognize (green text) 農場. But it has furigana (blue text) "のうえん" (no-u-e-n) written beside it, you'll recognize the word "nouen" from your vocabulary which means farm in Japanese. (page from The Promised Neverland manga, nouen is a frequently used word in the series)

3. Getting used to reading

After learning kana alphabets, as a beginner I used to work with pen and paper. I would write an entire sentence in English pronunciation first and then read the meaning. It helped me to separate each word (because JP doesn't have space between them.)

Sometimes I used to loudly read the English pronunciation for Google translate's speech recognition so it can translate the sentence for me.

Speaking of Google translate,

3. Applying Tools

Download Google translate app's old version (2020-2021 versions should be good enough) where you can scan a page, then switch off the app's auto update. It's an essential tool that (fortunately) works best for Kanji translation. If you're relying on auto translation, ignore furigana (the small texts) entirely, let it read Kanji.

Sometimes the scanning function can't distinguish vertical and horizontal texts. That's why learning to read by yourself is essential.

Now you're set, the rest is up to practice! When you start learning you'll want to read more to test yourself. And when you read, you get better. Hopefully you'll be able to read hand-written texts and recognize frequently used Kanji after practicing.

The complex/formal sentneces can easily translated via Google translator/DeepL/ChatGPT. But they need some human assistance. Without context they can't correctly interpret pronouns and sometimes you have to cut a bulk of texts into smaller parts.

A manga translation doesn't need to be 1:1. Recently I'm more flexible to suit a sentence closer to natural English than sticking to literal meaning. My English isn't the best either so I have to compensate 🤧

[inkinclouds]

Advice for indian high schoolers ( also other highschoolers)

i am off to college but before i do that, i wanna pen down everything i learned and maybe it can help you!

Try to do most of the active learning in your school lectures. (I understand that most teachers aren't great) try to make notes and jot down what they say verbally aswell.

Your self atudy shouldn't be more than 3 hours ( coming from someone who did 16hr studies). its not sustainable.

TRUST ME. THOSE MOTIVATIONAL YOUTUBE REELS ABOUT 16HR STUDY WONT DO YOU ANY GOOD

How to self study:

take out your textbook, school/tuition/ online lectures notes and go through it and write down what you understood right next to the notes with a pencil.

DONT WRITE IN BOOKISH LANGUAGE! PEN DOWN YOUR EXACT FEELING OR IDEA IN YOUR HEAD WHEN U READ THE NOTES. IF YOU CANT WRITE DOWN ANYTHING THAT MEANS YOU DIDNT UNDERSTAND THE CONCEPT AT HAND. RE- DO IT.

It can be so random like a weird diagram, a song lyric, an experience you had, anything!

Dont fall in the trap of mindless youtube lectures veiwing. They are good but they shouldnt be your go to option when you dont understand a certain concept. USE YOUTUBE LECTURES AS A WAY TO RECAP AND REVIEW A CHAPTER ONCE IT IS DONE.

Use chat gpt to explain a specific concept and if you are unable to understand, then search that specific topic( not the entire chapter) on youtube.com

After every self study season ask chat gpt to make mcqs on those specific topics. Then follow it up with short questions only.

When it comes to long theoretical concepts ( 5 marks wala topics) reccord urself explaining them. Once u have gone through the entire chapter.

Question banks can be intimidating. Specially when your entire chapter isnt complete. Use chat gpt to ask questions from specific subtopics .

Do questions daily . Start with 50 mcqs if you are anxious about test. I had the same problem. Slowly you will be able to build it upto the neet or jee question banks.

I wouldn't recommend keeping jee and neet as ur option A. Priority should be boards . As i NEETARD myself, I say learn based off the cbse boards level but do neet ka question banks.

You will get most of the answers wrong at the beginning but that's the point!!!

Ask chatgpt to tell you which specific concept the question was based off and then learn that specific topics.

( no one will say this but 60 percent of the entire prep is pure memorization) so might aswell memorize by trying mcqs

Watching 8hr + lectures is equal to no actual results if you cant retain the info and need to re do the chapter before every exam!

BIG TIP: DONT TELL YOUR SCHOOL FRIENDS OR TEACHERS IF YOU ARE INTERESTED IN JEE OR NEET. TRUST ME. JUST DONT .

If possible, look into SAT , CUET AND NIFT aswell.

Reblog your your tips , advice and guidance aswell