#Advanced Prompt Engineering
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Advanced AI Prompt Engineering
Unlock the True Power of AI with Advanced AI Prompt Engineering Your Ultimate Handbook to Smarter, Sharper, and More Strategic AI Prompts If you’re still throwing simple prompts at AI and hoping for magic, you’re only scratching the surface. The real breakthroughs — the real wow moments — happen when you learn how to engineer prompts that think, reason, and build like a genius. That’s why I…
#Advanced Prompt Engineering#AI Content Creation#AI for Entrepreneurs#AI for Marketers#AI for Writers#AI Handbook#AI Prompting#AI Research#AI Tools#AI Writing#Chain of Thought Prompting#Creative AI#Future of AI#GPT-4 Prompting#Program Aided Prompting#Prompt Engineering Handbook#Retrieval Augmented Generation#Self-Consistency Prompting#Smarter AI Prompts#Tree of Thoughts Prompting
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Jatan Shah Skill Nation | limitless uses of ChatGPT
The limitless uses of ChatGPT are only possible through its appropriate advanced prompt engineering techniques. Once you have learned how to create well-articulated, relevant and coherent prompts, you can turn Chat GPT to great use in accomplishing any of your objectives.
#jatan shah reviews#jatan shah skill nation reviews#jatan shah skill nation#jatan shah#skill nation reviews#skill nation student reviews#coherent prompts#advanced prompt engineering#uses of ChatGPT
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Prompt Engineering: How to prompt Generative AI – Part 4 🎯
Master the art of troubleshooting AI prompts with our comprehensive guide. Learn advanced frameworks, diagnostic tools, and optimization techniques to unlock maximum potential from your AI interactions.
Troubleshooting Common Issues with AI Prompts: Unlock Maximum Potential 🔧 Part 4 of the ChatGPT Mastery Series Introduction: Leveling Up Through Troubleshooting 🛠️ In our journey of prompt engineering mastery, we’ve covered the foundations, advanced techniques, and the art of crafting engaging experiences. Now, it’s time to arm ourselves with the tools to diagnose and address the common…
#advanced prompt engineering#AI communication#AI generation#AI Prompts#ai tools#artificial intelligence#creative AI#generative AI#prompt crafting#prompt engineering#prompt optimization
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Prompt Engineering से पैसे कमाएँ |Unique way to earn money online..
Prompt Engineering : online सफलता के लिए प्रभावी Prompt डिज़ाइन करना | Online संचार के तेजी से विकसित हो रहे परिदृश्य में, Prompt Engineering एक महत्वपूर्ण कौशल के रूप में उभरी है, जो जुड़ाव बढ़ाने, बहुमूल्य जानकारी देने और यहां तक कि डिजिटल इंटरैक्शन का मुद्रीकरण करने का मार्ग प्रशस्त कर रही है। यह लेख Prompt Engineering की दुनिया पर गहराई से प्रकाश डालता है, इसके महत्व, सीखने के सुलभ…

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#advanced prompt engineering#ai prompt engineering#ai prompt engineering certification#ai prompt engineering course#ai prompt engineering jobs#an information-theoretic approach to prompt engineering without ground truth labels#andrew ng prompt engineering#awesome prompt engineering#brex prompt engineering guide#chat gpt prompt engineering#chat gpt prompt engineering course#chat gpt prompt engineering jobs#chatgpt prompt engineering#chatgpt prompt engineering course#chatgpt prompt engineering for developers#chatgpt prompt engineering guide#clip prompt engineering#cohere prompt engineering#deep learning ai prompt engineering#deeplearning ai prompt engineering#deeplearning.ai prompt engineering#entry level prompt engineering jobs#free prompt engineering course#github copilot prompt engineering#github prompt engineering#github prompt engineering guide#gpt 3 prompt engineering#gpt prompt engineering#gpt-3 prompt engineering#gpt-4 prompt engineering
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Advanced Prompt Engineering with DeepSeek V3
#youtube#🎥 DeepSeek V3 Advanced Prompt Engineering - Summarising and Inferring 🚀 Welcome to this in-depth lecture on DeepSeek V3 Advanced Prompt En
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The Machine Dreams
text to video with firefly. Today, I gained access to Firefly’s text-to-video generative feature, and it feels like stepping into the future. The speed at which technology is advancing is breathtaking, and with each new tool, creative possibilities expand in ways we couldn’t have imagined just a few years ago. I tested it by generating videos using a reference image and others directly from text…

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#AI animation#AI creativity#AI dreams#AI experimentation#AI filmmaking#AI video generation#artificial intelligence#creative tools#digital art#Firefly AI#future of animation#generative AI#innovation in media#machine learning#prompt engineering#technology advancements#text to video#video synthesis#visual storytelling
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Phantom Academy
DP x DC Prompt
A mysterious island housing an academy had mysteriously popped up in the bay that separates Gotham and Metropolis. There was nothing that showed how it came to be, no strange energy spikes, no noises in the night, no light show in the night either, and when the the Watchtower showed the satellite view from above, it wasn't there one second, but there the next.
The next day from after it arrived, ads for the building, Phantom Academy, began to pop up across both cities and across the television on commercials for further away cities.
It didn't take long for people to start sending their kids to the Academy, as it's a mostly free admission, and if you aren't close enough to send your kid(s) there? The Academy provides transportation for the kid(s) that get to the Academy on time, with tech that's much more advanced than the Justice League and the Bats tech as well.
From what the League could acquire about the Academy's staff, they are people that haven't existed before the day the Academy arrived in between Gotham and Metropolis.
The Principal of the Academy, Daniel Nightingale, who runs both the Academy and two classes, Chemistry and Engineering. Jasmine Nightingale, the vice principal, and the councilor for students to consult in with problems they have of any kind. Tucker Foley, the teacher for Computer Science, and the one who supposedly runs the cyber security for the Academy. Samantha Manson, the Gardening teacher, and a Meta with plant powers who isn't afraid to hide her powers. Paulina Sanchez, the coach for the cheerleaders of the Academy who is aided by Star Anderson. Dash Baxter, Gym Teacher, and coach for the football team, the Specters. Wesley Weston, another gym teacher, and coach to the Academy's basketball team. Valerie Grey, the self-defense instructor for the Academy and the one in charge of the security for the Academy. The Justice League couldn't get any information on the rest of the staff for the Academy (because of the fact that the rest of the staff are Ghosts and are in the process of getting identification for them).
Ember is the music teacher, Lunch Lady is the Foods teacher, and, obviously, the Lunch Lady, Clockwork is the History and English teacher, Pandora helps Valerie for the self-defense classes, Undergrowth helps Sam in her gardening classes, Nocturne runs naptime for any little kids attending the academy, Frostbite is the on site doctor for the Academy, Technus helps Tucker for both Computer Science and the cyber security, Boxy manages the boxes in the storage areas for the Academy, Skulker helps Valerie with security, Walker is the detention teacher, Ghost Writer is the librarian, and Fright Knight is the hall monitor.
The Justice League needs to find out what the intentions of the Academy staff are because Batman is too paranoid to accept that they are clean and not planning anything nefarious. So they plan to send Young Justice, the Teen Titans, and other younger League members to investigate the Academy as students of the Academy.
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Prompt Engine Commercial by Karthik Ramani Review
Prompt Engine Commercial by Karthik Ramani – The Only App you need to create a Steady Income Stream. Shine in any Niche with the Power of AI and Done-For-You Prompts in just a Few Clicks. for yourself by harnessing the power of AI Prompt Engine Commercial by Karthik Ramani. Break Free from the 9-5 Grind and Ignite Your Path to Massive Success in 2023 & Beyond. Cash in on the $250 Bn Worth Creator…
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#Prompt Engine Club#Prompt Engine Commercial Review#Prompt Engine Mid Journey#Prompt Engine Pro Advanced#Prompt Engine Pro Bundle#Prompt Engine Pro FastPass
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Shiver
Warnings: non/dubcon, and other dark elements. Not all kinks or triggers are tagged. My username actually says you never asked for any of this.
My warnings are not exhaustive but be aware this is a dark fic and may include potentially triggering topics. Please use your common sense when consuming content. I am not responsible for your decisions.
Summary: The snow may not be the only thing keeping you trapped.
Character: silverfox Bucky Barnes
Day Five of the December Daze Challenge.
Prompt - extreme weather leads to forced proximity
Note: As usual, I would appreciate any and all feedback. I’m happy to once more go on this adventure with all of you! Thank you in advance for your comments and for reblogging.
"Shit," Bucky plants his feet in the snow as you shiver against his back.
The wind billows around you, his body breaking it but not shielding you completely. You shiver under the wool blanket and open hospital gown. Your quick escape didn't allow much time for a weather report. His treads crunch and sink deeper into the snow as the back tire kicks up powder and the front clogs with the thick sheet below.
He growls and revs again, more in frustration than genuine effort. Your lip quivers and your teeth chatter. You look up as large cumulus flakes drift down, blotting out swathes of the sky.
"Gonna have to ditch it," he grumbles and kicks down the stand. He hardly needs to as the wheels are so deep, the bike might stay up on its own. He kills the engine and the silence blows around you, whistling behind your ears. "God damn..."
You rescind your arms, shaking as the cold seeps across your front, his warm fading quickly. You slide off the bike, your open rubber clog sinking into the snow, your exposed leg scalded by the bite of the cold. He climbs off and looks at you, a grimace lined in his forehead and cheeks. He shakes his head as he strips the saddle bags off the bike and puts them over his shoulder.
The grey streaks in his hair are illuminated by the white landscape, and the patches in his beard look even thicker. The scar through his brow pales with his exasperation. He beckons to you as you continue to quake. He doesn't wait for you to obey. He steps closer and hooks his arm around you, his metal one coming up to scoop you off of the ground. As he lifts you, snow clumps off your shoes and back to the heaps.
"Where--"
"Where are we? Where do we go? Two questions I don't got the answers too." He growls.
You rub your hands together and blow into them. He looks down at you, his eyes glinting with steel, his cheek twitching. He's forged in iron. He gives one-worded orders and grunts, so now that he's talking, you're concerned. Even more than you were before he showed up.
"Sorry," you utter.
He grunts. Right. He hikes you up so you fall against his chest. You welcome his warmth. He takes high steps away from the motorcycle. You watch it over his shoulder. You suppose it's replaceable.
He continues on, slow, but steady. The snow falls at a similar pace. You can't help but nestle into him. You've heard of this man before. Bucky Barnes, the Winter Soldier. His nickname is more apt in that moment, though he doesn't welcome the irony.
As he carries you, you feel his heart beat, and your own. He is a man underneath all the stories. An avenger. A hero. Your hero. Or just another captor.
You turn to see ahead of him. He walks into the ivory void, the snow slanting and swirling all around. You squint as it catches in your lashes and you hug the blanket tighter. It's damp with snow and offers little against the onslaught.
Hopelessness builds with the piles of snow all around. Still, he isn't daunted. Even as the sky darkens, even as you feel him tense with the burden of your weight. He just carries on. You know what that's like. To just keep going because there's no other option.
A haven appears at last, though you don't immediately see it. You think he's gone mad when he kicks the wall of snow. Then it collapses inward into clumps. The mouth of a cave opens from behind the dusty shower.
He steps through, out of the whining gales. You bend your fingers and wiggle your toes as they ache and throb. He takes you deep enough that the cold is not so virulent.
He puts you down and wades through the darkness. You huddle in a ball as you listen to him. You can't tell he's right next to you until he grabs your leg then trails down to your foot. He takes it out of the clog and wraps it in fabric. You're not sure what exactly the cloth is but it's better than nothing.
He does the same to your other foot before he moves away. Again, you hear him. His shadow blurs in and out of your sight until he turns on a flashlight. He props it in a nook in the wall so it casts across the space. You hug yourself and watch him.
He surveys the interior of the cave as he grips his hips. He doesn't look impressed. He drops his bags on the ground and unbuckled the blanket roll from between them. He unfolds it with a pensive gaze. His eyes flick over it to you. He nears and throws it at you. You catch it thankfully, letting he wet one fall off your shoulders.
He clicks free the clasp on his leather harness, undoing each strap until its slack. He slips it free then unzips his high-collared jacket. He removes that too and puts it with the bags. You stare at him in confusion.
"Your clothes are wet," he pauses and glances over, "what little you got. Take em off. We gotta stay warm."
"Huh?" You gurgle.
"Or you can freeze. I got the serum to keep me warm," he shrugs as he peels off his undershirt.
You don't hesitate again. You reach to the laces of the hospital gown just behind your neck. You've been poked, prodded, observed. You lost your modesty a long time ago. He doesn’t have any either.
As you drag the fabric away from your body, he approaches. Naked, hairy, shameless. He takes the blanket and lowers himself next to you. He wraps you in his arms, bring the thick layer around both of you as he guides you down to cave floor.
You cannot deny the heat of his body. You’re almost desperate for it. You quake against him as you snake your arms around him in turn and press your cheek to the top of his chest. Your legs tangle together as you entwine beneath the blanket, meshing together to keep the warmth within.
His breath is calm where yours is shuddery. You cling to him and close your eyes. The lull takes over. There is only the distant wind, the soft fall of snow, and the beating of his heart. Or is it yours?
You ease down into a senseless trance. You are not so much waiting for it to end as hanging on every second. You’re alive. You can stay alive. For the first time in maybe ever, you care about that. You’re not sure why. It might be nothing more than being away from that horrible place he took you from.
His lips brush your hair and send a new kind of shiver through you. The gesture is odd as he inhales, breathing in your smell. His hand crawls up your back and down again. Your skin speckles with bumps. His movement is cautious but deliberate, as if he’s unsure if your awake or not.
A low rumble rolls in his chest and escapes his throat. He splays his fingers wide and covers one side of your ass. He presses his palm to your firmly and curls his fingers. You whimper. What is he doing?
Your bat your lashes as you open your eyes. His other hand comes up to still your head, trapping it against his chest. His hand hooks under the curve of your rear. He shoves between your thighs, keeping his knee between yours as he feels around.
Your heart races in your ears. The whistling wind is replaced by a thundering drum. Your fear tempos as his determination guides his touch.
He pokes along your entrance and dips his fingertips just inside. He wiggles them as you whine again and brace beneath his chest, a layer of soft flesh pillowed over hard muscles. No, it can’t be. You saw it on the screens. On the pages. He is a hero. He saves people. He doesn’t do this.
He turns you onto your back and shifts his weight over you. You exhale as you look up at the stubble on his chin. You push until your nails crease in his flesh. He does not relent.
He parts your legs with his. He slips free his fingers and unwinds his arm from behind you. You sniff as your eyes burn with disbelief and fear.
“Please don’t,” you babble.
He doesn’t listen. Or maybe he doesn’t hear you. His other hand creeps around and pushes your chin up. He frames your jaw tightly as he rocks and rubs his rigid length against your pelvis. He groans as you feel him twitching.
He grips his dick and drags his tip down, tracing along the vee of your thigh and to your slit. He delves between your lips, rubbing up and down as you squirm in his grasp. Your hands are flat to his stomach as you push futilely.
Your voice evaporates with all of your strength. You feel the paralysis that comes with knowing there’s nothing you can do. You lift your eyes to the dark caverns of the ceiling and stare into the abyss.
He pokes along your entrance. You hiss as he presses against it, threatening to stretch you, even split you. He leans into you, slowly barging his way into you. Your body strains to take him as he lets out a long groan. Inch by inch he invades your body, conquering you as he keeps you pinned beneath the blanket.
The grey ends of his hair tickle you as he sinks until you can take no more. Your tears wobble in the brims of your eyes and you blow out a willowy sob. He lowers his head to brush his prickly stubble against your cheek. His gritty breaths blaze over your ear and he growls as he tilts back.
He pumps into you as you quaver out stunted cries. He rears back with long, slow strokes, only to slam back in quickly, holding himself deep before retreating again. You no longer feel the cold or the warmth, just his violation.
“W-w-w-w...” you rasp quietly under your tortured breath. The noise of flesh, wet and dry, meeting and parting echoes in the cave. “Why...”
He thrusts into you again. He keeps himself buried at the point of agony. You snivel and free a hand to mop your face. He lifts his head and hushes you as he shoves your arm away, caressing your splotchy cheeks with his thick thumb.
“You didn’t think I was saving you, did you?” He nuzzles your forehead as he snarls. “Doll, they made you for me to claim.”
You squeak and latch onto his wrist. Squeezing as he snaps his hip, jolting your entire body. Your pain swells with panic. You don’t understand what he means. If he didn’t save you, why did he kill all those people?
“Yielding, used,” you flinch as your temples tingle with the timbre of his voice. “Vessel, dusklight,” he continues reciting the disjointed words. Your eyes feel loose as if they might roll out, “forty-five, wilting.” You ears ring and you shake your head, digging your nails into his forearm, “one, belonging,” he ruts into you harder with each word, “together,” your skin crawls as your insides burn, “surrender.”
With his last word, your body goes limp. You can’t move but you can feel. You can feel it all. He pushes his hand around your head and cradles it as he bows his head to nuzzle your neck. His breath dampens your skin with each desperate burrowing into your core.
“They programmed you for me, doll,” he puffs into the crook of your shoulder. “They put a switch in you...” he groans and tenses as his other hand stretches beneath you to raise your ass, opening you even more to him. “That only I can flip.”
You don’t even have the power to cry. You can only lay there and stare and suffer. If he isn’t going to save you, no one else is.
#bucky barnes#dark bucky barnes#dark!bucky barnes#bucky barnes x reader#fic#dark fic#dark!fic#advent#navy and roo's sleepover#december daze#mcu#marvel#winter soldier#avengers#au#captain america
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Haunted car au?
I am writing this purely on mobile, so format might get weird, sorry in advance.
Danny didn't mean to get stuck, honest. But a dare is a dare, and damnit if he wasn't going to get that fifty dollars from Jason, "I stole the wheels at the age of 12" Peters. Danny would bet that same fifty that Jason was just waiting for him to come back and tell Jason he got zapped so he could laugh at him. Jerk.
But... accidentally possessing the Batmobile after the zap was completely unintentional. Wait, would this mean he gets double the money? He did get the sticker put on before he possessed the car.... He did also technically successfully hijack the car, which would totally constitute a bonus.... Would this be grand theft auto if he is the car... can a car steal itself? He was dumped out of his slightly hysterical panic by a weird feeling in his... engine? and felt himself? move in a way that he did not control. Where was he going? Why was he going? HOW FAST CAN THIS THING GO?
Needless to say, Danny's night was going poorly. Failed dare, grand theft kidnapping, unwilling participant of picking up an injured Batman, and now knowing the exact route to get to the super secret Bat Cave, that is, in fact an actual CAVE. If Jason doesn't pay him triple the amount AND cook him food for a week, he will riot.
Now.... how to....
HOOOOOONNNNNKKKK
...... oops
_____________
Next?
The prompt by @kizzer55555 is linked Here
@trappednyourheart
@candeartist422
@sebas-nights
@fandom-life-corrupted-me
#dp x dc#dpxdc#dc x dp#dcxdp#danny phantom crossover#dc crossover#Kizzer55555 ideas#The bet was to stick a Superman or Green Lantern sticker on the Batmobile#Danny succeeded but at what cost?#Danny is going to have the time of his life being a sentient car#John Constantine may get run over at some point#work in progress#lets see how long my attention span will last on this#This is all from mobile and I dont know how to do text edit things#this is mostly from Danny's pov. Therefore very unreliable and possible adhd-ness
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Had an idea for you.
Due to Shenanigans Danny and Jazzy end up in the DC verse which has much less ectoplasm than their own verse. Even more concerning is they are close to 80 years in the past from their point of view. Teenage Danny gets an apprenticeship with a clock maker and Jazzy becomes a school teacher.
Eventually Jazzy ends up marrying Thomas Constantine and having first Cheryl and then John and his twin. I don't know if Danny would ever get married or if he's simply focusing on his trade. By the time Jazzy dies as in John's backstory Uncle Danny is there to step up and help take care of him and Cheryl while Thomas falls apart. All throughout there childhood Cheryl and Johnny know they can count on Uncle Danny and with Danny's prompting John learns from the previous Laughing Magician and is not just winging his magic. Cut to modern day and John joins the JLD. Eventually he gets injured and they need to talk to his power of medical attorney to get permission for treatment or maybe John got a concussion and they need to have somebody they can send him home with. They see Danny Fenton and a New York address and assume this is a boyfriend. Superman Zips over to the address and find out that no, this is not his boyfriend, this is his uncle. Superman carries now late 90s Danny Fenton to Mt Justice to take care of his beloved Little Johnny. The JLA are never going to let him live that down!
Either that or there is a family day and John asks if he can have a relative come to the Watchtower. Batman thinks he means a relative of Cheryl's and after a thorough background check of all the Constantine - master family agrees. Then old Uncle Danny comes up! Danny still loves the stars and has kept up with the advances of the engineering over the decades as well as learn necromancy so he can talk to his sister in this reality. He is having a blast!
He may also attempt to adopt that poor Revenant over there though.
observing this ask like a bug under a microscope
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Prompt Engineering: How to prompt Generative AI – Part 2 🎯
Master advanced prompt engineering techniques with our comprehensive guide. Learn sophisticated frameworks, troubleshooting patterns, and experimental methods for superior AI interactions.
Advanced Prompt Engineering: Mastering the Art of AI Communication 🎯 Part 2 of the ChatGPT Mastery Series Introduction: Beyond the Basics 🚀 Remember when we first explored the foundations of prompt engineering? Now it’s time to elevate your game. Like a chess master who sees ten moves ahead, advanced prompt engineering is about orchestrating complex interactions with AI to achieve precisely…
#advanced prompt engineering#AI communication#AI prompting techniques#ChatGPT mastery#complex AI interactions#prompt frameworks#prompt optimization
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I saw something about generative AI on JSTOR. Can you confirm whether you really are implementing it and explain why? I’m pretty sure most of your userbase hates AI.
A generative AI/machine learning research tool on JSTOR is currently in beta, meaning that it's not fully integrated into the platform. This is an opportunity to determine how this technology may be helpful in parsing through dense academic texts to make them more accessible and gauge their relevancy.
To JSTOR, this is primarily a learning experience. We're looking at how beta users are engaging with the tool and the results that the tool is producing to get a sense of its place in academia.
In order to understand what we're doing a bit more, it may help to take a look at what the tool actually does. From a recent blog post:
Content evaluation
Problem: Traditionally, researchers rely on metadata, abstracts, and the first few pages of an article to evaluate its relevance to their work. In humanities and social sciences scholarship, which makes up the majority of JSTOR’s content, many items lack abstracts, meaning scholars in these areas (who in turn are our core cohort of users) have one less option for efficient evaluation.
When using a traditional keyword search in a scholarly database, a query might return thousands of articles that a user needs significant time and considerable skill to wade through, simply to ascertain which might in fact be relevant to what they’re looking for, before beginning their search in earnest.
Solution: We’ve introduced two capabilities to help make evaluation more efficient, with the aim of opening the researcher’s time for deeper reading and analysis:
Summarize, which appears in the tool interface as “What is this text about,” provides users with concise descriptions of key document points. On the back-end, we’ve optimized the Large Language Model (LLM) prompt for a concise but thorough response, taking on the task of prompt engineering for the user by providing advanced direction to:
Extract the background, purpose, and motivations of the text provided.
Capture the intent of the author without drawing conclusions.
Limit the response to a short paragraph to provide the most important ideas presented in the text.
Search term context is automatically generated as soon as a user opens a text from search results, and provides information on how that text relates to the search terms the user has used. Whereas the summary allows the user to quickly assess what the item is about, this feature takes evaluation to the next level by automatically telling the user how the item is related to their search query, streamlining the evaluation process.
Discovering new paths for exploration
Problem: Once a researcher has discovered content of value to their work, it’s not always easy to know where to go from there. While JSTOR provides some resources, including a “Cited by” list as well as related texts and images, these pathways are limited in scope and not available for all texts. Especially for novice researchers, or those just getting started on a new project or exploring a novel area of literature, it can be needlessly difficult and frustrating to gain traction.
Solution: Two capabilities make further exploration less cumbersome, paving a smoother path for researchers to follow a line of inquiry:
Recommended topics are designed to assist users, particularly those who may be less familiar with certain concepts, by helping them identify additional search terms or refine and narrow their existing searches. This feature generates a list of up to 10 potential related search queries based on the document’s content. Researchers can simply click to run these searches.
Related content empowers users in two significant ways. First, it aids in quickly assessing the relevance of the current item by presenting a list of up to 10 conceptually similar items on JSTOR. This allows users to gauge the document’s helpfulness based on its relation to other relevant content. Second, this feature provides a pathway to more content, especially materials that may not have surfaced in the initial search. By generating a list of related items, complete with metadata and direct links, users can extend their research journey, uncovering additional sources that align with their interests and questions.
Supporting comprehension
Problem: You think you have found something that could be helpful for your work. It’s time to settle in and read the full document… working through the details, making sure they make sense, figuring out how they fit into your thesis, etc. This all takes time and can be tedious, especially when working through many items.
Solution: To help ensure that users find high quality items, the tool incorporates a conversational element that allows users to query specific points of interest. This functionality, reminiscent of CTRL+F but for concepts, offers a quicker alternative to reading through lengthy documents.
By asking questions that can be answered by the text, users receive responses only if the information is present. The conversational interface adds an accessibility layer as well, making the tool more user-friendly and tailored to the diverse needs of the JSTOR user community.
Credibility and source transparency
We knew that, for an AI-powered tool to truly address user problems, it would need to be held to extremely high standards of credibility and transparency. On the credibility side, JSTOR’s AI tool uses only the content of the item being viewed to generate answers to questions, effectively reducing hallucinations and misinformation.
On the transparency front, responses include inline references that highlight the specific snippet of text used, along with a link to the source page. This makes it clear to the user where the response came from (and that it is a credible source) and also helps them find the most relevant parts of the text.
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Ai makes me sad for humans. thing about content creation is its really the one thing humans can do with no wrong answer. But we're so concerned with algorithms and money that now people think there's a mathematical answer to it. "If I just put in the right prompts and steal the right things, I win art, which js something you can and should want to do!" Instead of something you create being an unholy amalgamation of your life, influences, and what makes you you, it's just a combination of what's already been pushed on you by corporations and all the bias we have in post colonial times.
I also worry about a generations of creators who don't go through the process of creation. It's not like the whole "people are scared of the advancement of technology, we used to warn that paper would make kids not know how to clean slates!" Type fear. Art us a series of choices, both conscious and subconscious. I've even argued this in video games, how older games with more limited engines had to bake in their lighting and design instead of having it done for them, and those choices made for a different vibe, especially in horror. The more you have done for you, the less you put yourself in the piece
I had my husband spell check a comic for me a bit ago where I realized, mid reading, that I had put a LOT of my own issues in that story and character without even realizing it. So much so I had to cover my face and ears in embarrassment while he looked it over. To make something is to make choices and those choices tell you things about yourself you might not even realize, sometimes not even until someone else takes a look.
Idk if it's an autism thing, but I've always seen art as a form of communication. You're taking a little bit of you and showing it to someone, and they're taking a little bit of them and showing it to you. As someone who always felt like she was talking to people in a different language, it's freeing to be able to share things in a way I have more control over. If you're not putting that you in your work, I worry some people are never going to find that euphoria of communication in the way I did. That's so isolating.
I feel like art is a good chunk of what makes us human, and it's the one piece that lasts after we're gone and forgotten. If we stopped making new things, what's the point?
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stanford era art having a bad day (maybe he failed a test or something, nothing too serious) but he gets really upset (like he’s gonna cry) so when he gets back to his dorm patrick is there (cuz he’s visiting) and patrick wants to take care of art, see what art needs but art is like “please just fuck me” or something along those linessss
Hello my love, thank you for the prompt <3 This got crazy long for some reason. Just needed Art wandering about feeling sorry for himself lol
CW: 18+ !NSFW!
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It’s frustrating, he’s never ever failed a test before. Particularly in math. It’s not like he wants to be a math major or an engineer or anything but he’s been in advanced math since he was 14 years old, he should be able to handle this.
He tries not to cry as the professor goes over the results of their calculus based physics exam and the other students in the class are answering questions, demonstrating their work like it’s easy. Meanwhile he’s struggling to understand it. He talks to the professor after class and the professor is understanding but he explains, “these are the basics, the class is only going to get more difficult. So I suggest you withdraw and retake it after you take a more fundamental calculus course?”
Art nods and forces a smile, his throat burning as his professor pats him on the arm.
“It’s okay, plenty of students go that route and still become architects and engineers. There’s nothing wrong with it.”
Art is barely aware as he treks back to his dorm. He’s never flunked out of a class. And yes, math is one of his more challenging subjects but he’s always been able to work hard enough to figure it out. Working hard is his one talent. It’s how he ended up as one of the best students at Mark Reballato, salutatorian. He used to be the one to tutor his classmates. He aced every AP and Honors course. He’d studied so hard and done so well on the SATs and yet these kids at Stanford are actual child prodigies and geniuses…and for some of them it’s like… it’s like they don’t even have to try.
By the time he gets back to his room his eyes are full of tears. Why can’t he fucking excel at anything? Why can’t he be the prodigy for once? Why does he always have to try so fucking hard?
He knows his roommate won't be home until evening and he’s so ready to throw himself on his bed and sob like a loser but as he pushes open the bedroom door he remembers Patrick is visiting. He’s there on Art’s bed watching The View, of all things, and talking on the phone with his sister.
He waves, grinning but pauses when he sees Art’s face. Art can’t even hide it, it’s too late. Tears spill from his eyes and he drops his book bag in his chair.
“Hey Tor I’ll call you back,” Patrick says, into the phone.
Art wipes the tears away quickly, angry that they’re there in the first place.
“Hey! What’s wrong?” Patrick asks.
Art shakes his head. “Nothing.”
”Seriously? You look like a kicked puppy. Come on, tell me what’s wrong. Is it your grandma… or… or tennis?”
”No Patrick, you just… you wouldn’t understand.” He knows Patrick wouldn’t take this seriously. Patrick’s just another prodigy. All their coaches telling him how brilliant he’s been at tennis since they were 11. And Tashi too, a once in a generation talent, that’s what they’re calling her.
“Try me,” Patrick says. Art stares at him. He’s lying across the width of Art’s single bed, back resting up against the wall. He’s in his boxers still, legs open, his muscular thighs spread out. Hands folded inside the Stanford t-shirt he borrowed from Art. His penetrating gaze is resting on Art and he looks concerned. And so fucking hot.
Art rubs his eyes again. He’s frustrated and angry but now he’s feeling… horny. He probably should’ve thought twice before having sex with his best friend. Everything is all silly now. He’s not sure why he did it. Well actually, he was trying to fuck with Patrick, see if he could ruin his relationship with Tashi.
He didn’t even think Patrick would go for it, just mentioned it casually on Patrick’s birthday but he came back a couple days later with all these different kinds of lube and condoms and they spent a long rainy afternoon trying to figure it all out. Exploring different positions, techniques, playing with each other. Now they're doing it all the time and the whole thing backfired because Art’s the one craving it. He walks between Patrick’s legs. “Can you fuck me?”
Patrick raises his eyebrows. “Really?”
Art shrugs.
Patrick sits forward. “Yeah. Sure.” He says, the ghost of a smirk on his mouth. “It’s so early for you. You usually like it when I buy you dinner first.”
Art digs the heels of his palms into his eyes as stupid tears drop down again.
“Art, seriously…are you okay?” Patrick asks, tentatively. “I can help… tell me how to help.”
“I’m fine. It’s nothing,” Art says, and he climbs onto the bed. Straddling him. “Just fuck me.”
Patrick grips him by the waist. “Mmkay, I can do that.” He says, unzipping Arts pants. He tugs Arts jeans down over his thighs and Art steps out of them. Then he’s lifting his t-shirt over his head and climbing back onto Patrick’s lap.
Patrick touches his face, rubs a thumb along the wet space on Arts cheeks. “Did someone hurt you?” He asks softly.
“No, Patrick please, I don’t want to talk about it.” Art whines. His brain is freaking out because of the tenderness and the last thing he needs is to freak out over his feelings for Patrick too.
“Alright,” Patrick says and he kisses Art. And kisses him again. Art licks at his lips and pushes his tongue inside.
He can feel Patrick getting hard underneath him as they make out. It’s so much and it happens so fast, Arts dizzy for it. “That’s a neat trick,” Art whispers. Grinding his hips against the sensation.
“That’s what you do to me,” Patrick sighs against his lips.
Art smiles. Maybe he sucks at math now but at least he’s still good at this.
“Need you lubed up,” Patrick hums. Art gets up and crawls over to his bedside table. He can feel Patrick’s large palm rubbing on the swell of his bottom as he’s bent over. Art’s got all this stuff he has to hide when his parents are in town now. He pulls lubricant out and while Patrick’s putting it on his cock Art lingers on the bed, playing with his waistband, watching while the ladies on The View are arguing about something.
“You can turn it off, my sister wanted me to watch Phil Collins perform or something,” Patrick says, distractedly.
“Okay fuck me while he performs or something.” Art says.
Patrick smirks. “Fuck, you really need to cry don’t you?”
Art takes a breath.
“Okay sorry,” Patrick says gently, “Can you lay down?”
Art settles onto his back. Keeps his legs open as Patrick crawls between and takes his boxers down. “Mm, what time does your roommate get back?”
“Later,” Art says.
“I don’t have to keep you quiet then,” Patrick smiles.
Art chews on his thumb as Patrick lines himself up to press it inside. He’s all lubed up but Art is just used to the fact that it’s always going to feel like a lot at first. He breathes through the stretch and watches amused as Patrick rubs his at Art’s pelvis. He always does that, trying to feel his own cock penetrating from the outside. “You’re always so fucking tight for me baby. Feels like I didn’t even take your virginity.” Patrick says. It’s all for his ego. He moves down to rub Art’s cock and Art moans. Wraps his legs around Patrick’s waist, wiggling his hips.
“I know, relax, I’m gonna fuck you,” Patrick breathes. He starts sliding it in and out and out and in. Patrick’s had him in so many positions but this is Art’s favorite, he can feel Patrick sinking so much deeper inside him this way. Sees stars on every other thrust and his head empties out quickly. Once he came so hard he swears he had a second orgasm two minutes later. Patrick says he just wasn’t done.
This time it feels blindingly good. He’s feeling so good, he bites down on Patrick’s shoulder to relieve some of the tension. He wonders if Tashi ever notices his marks, the way he notices hers. Sometimes when he’s really turned on he bites where she scratches.
After a few minutes he thinks he’s listening to Patrick moan but realizes belatedly that it’s him. His mouth is watering so much that he’s drooling. Patrick is grunting as his hips slam into Art at a ridiculous pace. Art feels so fucking full, he loves the feeling of Patrick warm and solid inside of him, breaching him. His body lit up like a raw nerve as Patrick hits that delicious tender spot over and over and over. He’s gonna pass out. It sounds so fucking obscene over the sound of the bed springs squeaking and Phil Collins in the background.
Art loses it first, sticky ropes of pearly white shooting out of his cock, covering Patrick’s stomach, dripping back down onto Art’s body. And then it’s too much, Art can feel everything and he’s squirming trying to get away as Patrick picks up the pace.
“No, no don’t run away… two fucking seconds stay here,” Patrick groans, gripping him tightly. It feels insane. It feels so fucking good but it’s too much and his eyes are watering again. Art swears he can honestly feel himself drifting in and out of consciousness. He’s coming again, he knows he’s coming again as Patrick finishes inside him, filling him with wet, heated, sticky cum. Art clenching on him. Keeping him inside.
Patrick’s shivering. “Fuck,” he whispers, collapsing on top of Art like a warm heavy sticky blanket.
“Mm,” Art sighs, rubbing Patrick’s back gently, to calm him down. Patrick groans and rolls off of Art onto his side right next to him. He curls his fingers into Art’s hair.
“You feel better?” Patrick asks, softly.
“Yeah,” Art says quietly. He didn’t really do anything but put it out of his mind for 30 minutes. And now he’s coming back to the reality that he’s only in his second semester of college and he already has to drop a class.
“Feel like telling me what’s wrong?”
Art rolls his eyes and looks up at the ceiling. “It’s stupid. I failed an exam. I studied so fucking hard and I just— everything on the test looked like it might as well have been written in a foreign language. I thought the whole class would have done poorly but it was just me.”
”What class?” Patrick asks.
“Calculus for physics,” Art sighs.
“Sounds really fucking hard,” Patrick says. “You should tell them to fuck off and come with me on the road.”
“I knew you wouldn’t get it,” Art mutters. “You don’t take any of this seriously. I’m not as good at tennis as you are. I’m not fucking good at anything. Like the one thing I thought wouldn’t be difficult which is school work and I can’t even fucking do that properly. I’m gonna have to drop and I’m not even done with my first fucking year.”
Patrick doesnt say anything for a minute, he’s still fingering Art’s curls. Then he takes a breath. “You’re good at a lot of things, Art. You’ve got to stop beating yourself up. I mean… I get it. You were top of your class in high school but all these dorks at Stanford were the best in their high schools too. I was one of the best players but now I’m on tour facing off with the best players in the world and a lot of them are fucking kicking my ass. Just… you know… Tashi always says to have a little perspective. You’re here for a fucking reason. Don’t psych yourself out before the game is over.”
Art hadn’t really thought about that, Patrick has been having a hard time on tour, Art feels a little softer for him now. He rolls over to face him wrapping a leg over Patrick’s thigh. “You think I should stay in the class? Prove them wrong?”
Patrick smiles. “No, what the fuck do you need calculus with physics for anyway?”
Art laughs a bit. “I mean… if I decide to go to med school I’ll need a physics and a calculus class… but I guess I don’t really need this specific course unless I was going to become an engineer.”
“I’ve heard you talk about being a doctor before, never an engineer.” Patrick says, “Fuck that class, find something better to do with your time.”
“Yeah…fuck it,” Art says thoughtfully, he can play with his teammates on the indoor courts in the mornings. He feels so much lighter actually. Patrick is right, he really doesn’t need this course at all. He was just so used to high school, thinking everything put in front of him was something he needed to ace. In college, none of it mattered except for what he needed for his major. Patrick’s tracing circles idly along Art’s thigh. “Mm, something better to do with my time….” Art says, smiling, “You think we can fuck again before my roommate gets home?”
Patrick smirks, “Oh absolutely.”
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Heyy, I just wanted to say I really love your writing! Your stories are always so good, and I admire how creative you are. I was wondering if you’d ever think about doing something with Dino/Mirage x human spy? I’m obsessed with his design in the Bayverse movies
Hey there, and thank you so much for the lovely compliment! I know I say this alot, but it really does mean alot to hear that people enjoy reading my silly little fics.
I've honestly only know of Mirage in the ROTB movie, but I'd be lying if I didn't say I didn't love that mech's attitude. Anyways, hope you enjoy this piece that was inspired by your prompt, and I do have a few ideas floating around in my drafts for future works of Mirage.
Apologies again for the long wait.
---
High Stakes and High Tension
Content: Autobot Mirage x GN/Human Spy Reader.
Inspired Song: A View To A Kill- Duran Duran
Word Count: 1900

Sunlight streamed through the broken windows of an abandoned hangar on the outskirts of a forgotten airstrip. Inside, the air was thick with dust, along with the scent of oil and rust lingered like ghosts of a time long gone. Optimus stood tall within the center, his frame gleaming faintly in the dim light. His blue optics studying the black SUV's approaching in the distance.
"Prime, I don't see why I need a partner." Mirage complained from the sidelines, casually leaning against a support beam. Occasionally feeling Optimus' side glance, raising an optic ridge at the sleek silver-and-blue Porsche's smooth, almost teasing tone. "I'm perfectly capable of handling a little infiltration on my own. It's my speciality afterall-"
"I do not question you nor your abilities, Mirage. But, this mission requires cooperation from the humans governmental intelligence. I believe their chosen agent has been briefed-"
The sound of your steel-cap boots clicking against the concrete interrupted the air, drawing the attention of the Autobots and fellow soldiers. Mirage's optics slowly wandered over your frame, taking in how the tailored black tactical suit outlined your confident figure. A headset tucked neatly behind your ear, keeping your hair out of your face. As your piercing eyes scanned the room with the precision of someone who left nothing to chance.
"Mirage, this is Agent Y/N. Aka, Agent Cobra." Optimus introduced, acknowledging you with a simple nod and curt smile. "They're one of the U.S government's top spies. They'll be assisting you on this mission."
"So, you're the 'advanced asset' I'm working with?" you clipped with a professional mannerism. Striding towards the silver-and-blue Autobot, with a tilted head and placing hands upon your hips.
"That's me. The only mech who looks good." Mirage pushed himself off the beam, gesturing towards himself with a dramatic flourish, before holding out a relaxed fist. "Nice meeting you, babe. The name's Mirage."
Your brows furrowed slightly, "save the charm. I'm here to get the job done, not to exchange pleasantries."
"Oh you're feisty. I like that." A small smile teased the corners of the blue Autobot's lips. "I like it alot."
"What's the mission?" rolling your eyes, already feeling the beginnings of a headache.
Optimus projected a hologram from his forearm, displaying a video of a group of individuals from high society, exchanging crates of weaponry with a towering Deception in the background. "For months these humans have been collaborating with the Decepticons. I believe they're providing our enemy with resources for their war effort. Your task is to infiltrate their operation, confirm the extent of their alliance, and eliminate the threat."
"Understood. Let's move out." You spoke with a curt nod.
With a dramatic spin and styled flair, the sound of whirling gears and shifting pistons filled the air, as Mirage transformed into his alt-mode. The Porsche engine growling with a prideful rumble, as he felt your gaze rake over his sleek, silver with cobalt-blue racing stripes. Swinging his passenger door open with a gentleman like gesture towards you.
---
Infiltrating a posh gala where the rich and elite of high society mingled, including the suspected allies of the Decepticons were said to be meeting. Mirage's altmode blended in flawlessly with the other high-end sports cars, which parked outside of the modern mansion. His sensors feeding you information through your comms.
You moved through the crowd with calculated movement, your elegant black attire matching the formal style of the grand ballroom.
"Target spotted." You whispered into the earpiece.
"Which one? 'Mr Tacky Red Tie' talking to the broad dressed in purple?" Mirage teased.
"No." You lowly hissed, scanning the room. "Black suit and tie by the bar... and keep your chatter to a minimum."
The Autobot's laughter crackled softly through your earpiece. "You're at a fancy party, babe. Loosen up."
Rolling your eyes, ignoring his teasing tone while sliding into a seat near your target. The middle-age man didn't notice your presence until you casually ordered a drink, only giving you a slight flirtatious gaze before returning to his own drink.
"Uh, Cobra?" Mirage's serious tone buzzed through your earpiece, snapping you out of a daze that held your attention for the past uneventful moments. "We've got company. Big, stompy, and ugly."
Your eyes flickered towards the mirror behind the bar, catching a glimpse of two brutish mechs that past the far window behind you. One with jagged red plating, while the other had rust covering his gun-metal frame. Their massive frames concealed by Cybertronian cloaking tech, making them nearly invisible to the human eye.
"I see them." Your muttered words remained in your calm tone, while you casually and discreetly followed your target towards the nearest exit.
"Time to bail?" Mirage suggested.
"Not yet. We need confirmation they're handing over Cybertronian tech first-"
"You're gonna get yourself squished!"
But you continued, ignoring Mirage's warning.
Moving towards another spot closer to your location, Mirage's altmode tucked away under an empty driveway, his sensors watching you creep into the garage that was clearly restricted access from the rest of the party.
The dimly lit garage hummed faintly with the energy radiating from the Cybertronian tech scattered around. Kneeling by a crate, your small camera clicked quietly, as you documented the evidence of human-Decepticon collaboration. Each photo capturing damning details: encrypted datapads, energon cubes, and schematics that only a Cybertronian would recognize.
"Cobra," Mirage's voice crackled softly through your comm, his usual playful tone replaced with urgency. "You've got company-two guards heading your way. Twelve meters out and closing fast-"
"Give me thirty more seconds," your words came out in a hushed whisper. Your tone focused, aiming your camera at another crate, snapping pictures as fast you could. "I need to finish this-"
"You don't have thirty seconds, babe. They're gonna be right on top you in about ten. I suggest you-"
"I said almost done-"
Before you could even finish your sentence, barely having time to react before someone grabbed your wrist. Only a small gasp escaped you, as Mirage's human-like holographic form materialized out of nowhere. Pinning your back against the side of his altmode, the space between the wall of the undercover driveway and the Porsche forced the pair of you to be incredibly close.
Opening your mouth, but Mirage raised a finger to your lips. Silencing any protest that dared to murmur from you.
From your perspective, his hologram form looked incredibly lifelike- appearing as tall, well-dressed man who favoured the 90s street fashion. White hair loosely slicked back, while a roguish smirk framed his youthful features. But even through your annoyance, you couldn't help but notice the flicker of faint blue lines that occasionally danced across his 'skin,' a subtle reminder of his true nature.
"Two guards," Mirage whispered, leaning in close enough that you could feel the faint projection of his breath. "They're about to round the corner. Just... follow my lead, and don't overthink this."
Tilting his head and leaning in even closer, lightly pressing his forehead against yours. To an outsider, the position was rather... intimate, almost tender. You stiffened in surprise, your body instinctively tensing as warmth rose to your cheeks.
"What are you doing?" you hissed under your breath, voice barely audible.
"Improvising."
Your eyes widened as his lips softly pressed against yours- not cold, not mechanical but strangely warm and tender. Like the tactile perfection of a hologram designed to flawlessly mimic human touch. You couldn't help but freeze, mind racing as you tried to not lose yourself within the moment.
As the guards rounded the corner, their flashlights swept across the gravel driveway, illuminating the outdoor space. The beams of light stopped abruptly as they landed on upon the pair of you. Feeling the guard's gaze, but Mirage didn't flinch. If anything, he leaned in deeper, one hand cupping to your cheek, as if to sell the act even more.
"Hey!" one guard barked, stepping closer.
From the corner of your eye, seeing Mirage's expression softening, the smirk upon his lips turning into something earnest and... you dare say, endearing.
"Apologies." His smooth, confident charm returned to his tone. Resting his forehead against yours. "We... didn't think anyone else was here. Just... stealing a moment, excuse us."
A scowl flashed across the guard's face, lowering his flashlight slightly. "This is a restricted area. You two shouldn't be here-"
"No problem. We understand." Mirage tilted his head slightly, softly kissing your temple, putting on a sheepish smile. "We just... couldn't resist a little adventure." He glanced down at you, reluctantly playing along, keeping your head turned away from the guards. As if you were embarrassed to be caught.
The second guard lightly chuckled, elbowing his companion. "Leave' em alone, man. Nothing but a couple of lovebirds sneaking off for some... privacy. Let's keep moving."
Hesitating for a moment, the guard's suspicion lingered on the pair of you for a moment longer. Eventually grumbled and turning away, "fine... just don't let the boss catch you"
"Wouldn't dream of it." Mirage called after them, giving you a subtle wink.
Once the guards disappeared back around the corner, their footsteps fading into the distance. Once you were sure they were out of ear shot, you shoved Mirage away, a mixture of irritation and embarrassment across your features.
"What the fuck was that?!"
"Me saving your stubborn, uncooperative ass from getting caught."
"You didn't have to-"
"Didn't I?" Mirage casually interrupted, crossing his arms. "Face it, Agent Cobra, you were this close to blowing the mission. Admit it- I'm good at what I do."
You couldn't help but glare at him, lips pressed into a thin line. "Next time, warn me before you... improvise like that!"
"Sure thing. But admit it, babe- you liked it, didn't you?"
"And stop calling me that!"
Turning your back and not answering, Mirage's holographic form fazed out into nothing as you approached his passenger side. Trying to ignore the lingering warmth upon your lips. But the faint smirk tugging upon your lips, didn't escape the Autobot's attention.
---
Standing under the moonlit sky, adjusting your earpiece after sending the details of mission to your unit and Optimus, of how you and Mirage successfully dismantled the human-Decepticon operation. Confirming that appropriate authorities confiscated, and the conspirators were neutralized.
Your eyes flickering towards Mirage as he rolled out of his altmode, his blue optics looking down at you with soft amusement and curiosity.
"Y'know... for someone who acts like they're all business, you sure know how to have fun. When you decide to let loose."
A small smirk crept upon your lips, melting away your usual sternness, giving way to a rare moment of playfulness. You stepped closer, looking up at him with a glint within your eyes.
"And... for someone who can't take anything seriously and talks too much. You... can be rather charming, just lucky that you're easy on the eyes."
Mirage titled his helm, his optics brightening at your teasing tone. "Did you... just flirt with me, Agent Cobra?"
"Maybe." You spoke with a sly smile. "But don't let it go to your head."
"Wouldn't think of it... Don't be a stranger, babe."
You paused before approaching the black SUV's, glancing back with faint blush dusting your cheeks. "See around, Mirage."
As you climbed into the vehicle and disappeared into the darkness, the blue Autobot chuckled to himself. Feeling his spark hum within in its chamber, making his frame radiant with an unfamiliar warmth.
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