#visual processors

[the-mang0tree]

dialogue so good i can Just Hear the character speak . cadence and everything

[pink-toonss]

Hc because I love the book as much as I love the musical

[03349656115]

appleiphone

[browniefox]

Me: yay hurray I’m done with college I’m graduating!

Adobe: you don’t get our products for free anymore

Me: OH SHIT

[electronalytics]

Visual Processor Market

[nekoisadumbname]

taking my glasses off after a long hard day at work. i've seen enough.

[otiskeene]

Inuitive Adopts VeriSilicons Advanced ISP IP For Its Vision AI Processor

VeriSilicon (688521.SH) has announced that Inuitive, a leading vision-on-chip processor company, has integrated VeriSilicon's dual-channel Image Signal Processor (ISP) IP into its NU4100 vision AI processor. This integration enhances the imaging and vision capabilities of the NU4100, making it suitable for applications such as Robotics, Augmented Reality (AR), Virtual Reality (VR), Mixed Reality (MR), and Drones. The NU4100 is a single-chip solution with 3D depth sensing, AI processing, and on-chip VSLAM capabilities, capable of processing data from multiple 4K cameras with low latency and power consumption. VeriSilicon's ISP provides high throughput processing with features like multi-camera support, HDR, and advanced noise reduction, enhancing the overall performance of the vision processor.

Inuitive and VeriSilicon are working closely to provide single-chip solutions for various applications, addressing industry challenges.

Read More - https://bit.ly/3PKdgsC

[classjezter]

A theory on why Jazz has a visor: Maybe he has heterochromia (eyes are both different colors) which has negative associations for some framing reason.

YOU🫵 ARE COOKING

Jazz was created with a blue and yellow optic, which for cybertronians is not only a “defect” that is looked down upon, it also heavily affects his vision

Jazz’s different-colored optics messed with his vision more than anyone ever guessed. His processor was constantly working overtime to make sense of the uneven input, scrambling to align depth, light, and motion in real time. Focusing on anything for too long gave him processor-aches bad enough to knock out a lesser mech. But Jazz had been built this way, so he figured this was just how seeing worked. He adapted, like he always did, with a whole lot of trial and error.

Then came Prowl. Prowl, who noticed everything, even the tiny ways Jazz tilted his helm to make sense of a view or hesitated a fraction too long when reacting, which could mean life or death for a miner. After constant worrying, Prowl finally manages to drag his aft to a proper medic, Ratchet, who didn’t even need a full scan before deadpanning, “Kid, you can’t see scrap” After some tests, Ratchet fitted him with a custom visor to help balance and sync the visual input.

The moment it powered on, Jazz nearly shorted, everything was sharp, solid, clear. And the first thing he actually saw in his whole life? Prowl’s face.

(Based on this post)

[muletia]

We have Optimus boob lover, we have smokescreen boob lover. I hereby formally request for the ratchet with a big tiddied s/o continuation.

[tfp] ratchet x human!reader explicit, 18+ content

cw: breast play, a pinch of possessiveness

word count: 1100

so who should the next tiddy obsessed bot be?

The silence in Ratchet’s habsuite is broken only by his muttering under his breath. Digits sluggishly swipe at the datapad screen, optics intently scanning the text written in the Cybertronian alphabet — still not entirely familiar to you. Sitting on his lap, however, you’re able to decipher some key words, piecing the rest together with educated guesses to form a somewhat coherent whole, thanks to the lessons taught by none other than your overworked partner.

Trying to keep up with the movement of his optics is currently the most interesting activity available to you. Sure, you finally managed, after many requests and a few stolen kisses, to force him to leave his workstation before he took root there forever. What you didn’t expect was that once he was safe within the four walls of his habsuite, the work would follow him, tormenting his processor even during supposed breaks.

The scientific jargon he’s mumbling is indecipherable to you, but from what you can gather on the datapad, Ratchet is working on completing a formula for synthetic energon. Admirable, yes, but also incredibly irresponsible, considering he hasn’t recharged in weeks, always in a state of readiness to push his processor further. You’d held a small, timid hope that once you were finally alone together, his focus might shift to something else. Like, for instance… you.

You’d come to terms with the fact that sitting on mass-displaced Ratchet’s lap would have to be enough, though your jealousy of his obsession with science toyed with your understanding. Seriously? Having full access to a whole person, your partner, and not being tempted into a round or two? Or at least some cuddling? A nap? Only Ratchet could pull that off.

You sigh quietly and pull your phone from your pocket, bored with following the text. You snuggle deeper into his chassis, one last, silent signal for him to snap out of it and pay attention to you, and tap into the first social media app that comes to mind, already bored after just a few scrolls. It’s shaping up to be a long day.

“Oh, of course, why didn’t I think of that sooner…” he mutters for what feels like the thousandth time today, returning to his much more productive scrolling.

You’re just about to try once more to divert his attention when you suddenly feel a large, masculine servo find the hem of your shirt. Without breaking visual focus from his screen, it slides beneath the fabric with graceful, uncanny precision, abandoning its passive rest on the edge of the berth.

“Ratchet?” you ask, not understanding his motives at all.

The medic doesn’t intend to explain either. In response, you get only a distracted hum.

And the servo climbs higher, bypassing your stomach and sternum until it finally finds your left breast.

“Honey, if you want something other than science, you can just say so,” you try again. You tilt your head up, but it seems your partner’s processor is lost in another world entirely.

Oh. So the under-the-shirt offensive was being carried out on autopilot. You wanted to laugh at how ridiculous it all was, but if his servos instinctively sought a task, perhaps to help him focus, you didn’t want to rob him of that small pleasure. Besides, you appreciated the attention, even if it was synthetic.

At least it gave you material to tease him with later.

The servo sneaks behind your bra and latches onto your breast, immediately applying pressure to the soft flesh. Digits sink into it like a sponge, then release, only to squeeze again, this time with his thumb gently stroking the top of it.

And despite having no doubt that your breasts are currently being used as Ratchet’s personal stress balls, he still maintains a calculated gentleness in everything he does; years of medical practice sculpting his servos into tools of ever finer precision.

That doesn’t change the fact that he’s still providing stimulation, sending lightning bolts of need racing down to the lower part of your stomach, where they gather with every squeeze and teasing flick of your nipple, sometimes so intentional, there’s no way you could chalk it up to mindless distraction. He was too good at this, your modest Casanova, for you to forgive him for toying with your poor, overstimulated breast, squeezed and released over and over again.

No longer able to sit still, you start squirming in his lap. Any concern about disturbing his work is now pushed aside, as he plays with your desire and walks the fine line of your patience. You try to slide away, escape the torture, but Ratchet surprises you once more, lowering his chin onto the top of your head, effectively pinning you in place on his lap.

“You’re not going anywhere, sweetspark,” he whispers.

“Oh, so now science’s not the only thing on your mind?” you reply with sarcasm, earning a soft snort of amusement.

“It hasn’t been for a while now,” he confesses. He squeezes your breast again and kisses the top of your head. “Primus, they’re so soft,” he murmurs.

You hadn’t even noticed when he set the datapad aside, freeing his other servo, which immediately gets to work, wrapping around your other breast. Now he kneads them in sync, but every so often his digits also pinch at a nipple, making you squirm from the electric buildup and warmth now churning just above your crotch.

“You promised me a nice break from work, didn’t you?” he asks between a cascade of kisses trailing down your neck. “I’m still waiting for you to make good on that promise.”

“Finally! I was starting to think you’d never tear yourself away from that datapad.”

With your fingers, you give him a quick signal to lift his servos off your breasts for a moment, just long enough for you to shift and turn around, now straddling his lap, able to admire his tired but still awe-struck faceplate, brimming with love and desire. Servos immediately return to their rightful place, massaging the plush flesh, while you begin working to get rid of your pants.

“Go on, sweetspark,” he whispers right by your neck. “Let me see them.”

So you grant his request, pulling off your shirt and bra first. Now, the only thing covering you are his servos, clutching your breasts in a possessive, primitive grip.

“Beautiful. The most wonderful,” he says, his optics locked on your chest like a predator fixated on prey.

He releases one servo, but before you can feel the cold air of the habsuite nip at your sensitive skin, Ratchet engulfs one of your breasts with his intake, at the same time retracting his interface panel. A surprisingly swollen spike drops against your bare stomach, smearing transfluid across your skin like pink paint on a canvas — signaling clearly that he needs all of you, and that your breasts alone are no longer enough.

[digitalsymbiote]

Disconnect Syndrome

There’s a reason they put restrictions on how long a Pilot is supposed to be deployed out in the field. They say that being synced with a mech for long periods of time can have detrimental effects on a pilots psyche. Disconnect Syndrome is what they call it, because the symptoms don’t really start to hit until you disengage from your mech.

Sometimes emergencies happen though, and mechs are designed to be able to support their pilots long past the designated “Safe Deployment Time.” The cockpit is equipped with an array of stimulants, vitamins, and nutrient paste to help minimize the physical effects of long deployments. The onboard Integrated Mechanical Personality has largely free reign to administer these as needed to maintain its pilots well-being.

Which is why you’re still able to make it back to the hangar after roughly 36 hours, over four times longer than the established safe period. Your mech had kept you going, helped to keep the exhaustion at bay long enough for you to make your way back from behind enemy lines. You were starting to feel a bit sluggish, but you knew the worst effects of Disconnect Syndrome were yet to come.

An older man in a long white lab coat has joined the usual retinue of crew rushing into the hangar as your mech settles into its cradle. You feel the docking clamps wrap around your limbs, and you know that’s not a good sign. Your IMP whispers comfort into your brain-stem, assurances that things will be okay. It’s probably lying, it’s programmed to help keep your mental state stable, but the thought helps anyway.

There’s a hiss of air as the seal on your cockpit breaks and it decompresses. Suddenly you become aware of your flesh and meat body once again, and it hurts. Pain and exhaustion has settled into your mostly organic bones, and your organs are churning from the strain of the past 36 hours.

Then your interface cables start to disconnect, and it gets worse.

It feels like parts of your mind are being torn out of you. You feel the ghost touch of your IMP in your thoughts as the ports disconnect and you lose direct communication with it. The oxygen mask and nutrition tube pull themselves away from your face and you can’t help but let out a scream of agony. The separation has never felt this painful before, but then again, after 36 hours together, you and your IMP were more intertwined than you’ve ever been before.

Physical sensation finally starts to register again, and you realize tears are streaming down your face just as a technician jabs a needle into your neck.

Immediately your senses start to dull, the pain eases as your thoughts turn sluggish. You slump out of your pilots cradle into the arms the tech who dosed you. Just before your world goes black, you see the doctor standing over you, a grim look on his face.

--

When you wake up again, you immediately know something is wrong. You try to ping your external sensors, but you get no response. You then try to run a diagnostic, but that fails too. In a desperate, last-ditch effort, you try to force access to your external cameras and suddenly light floods your senses. Your instincts catch up first and you blink, trying to clear the pain of the lights, and that’s when you realize it’s not your external cameras that you’re seeing.

It takes a minute or two for your vision to adjust to the light, which feels too long, and when it finally does, the world doesn’t look quite right. You’ve only got access to such a limited spectrum. No infrared, no thermal. The presence of your IMP is notably absent, and your skin feels wrong. You try to sit up, and it’s a struggle to figure out the correct inputs to send to your muscles to get them to do what you want.

The harsh white light of the infirmary grates against your visual processors, you feel like you’re having to re-learn how to control this body. Your body. Technically, at least. Something doesn’t feel right about calling it that anymore. You felt more comfortable crawling back into the hangar after 36 hours deployed than you do now.

The pale skin of your body catches in your vision and you glance down at it. The body's limbs are thinner and more frail than usual, and its skin is paler. Consequences of being in the cockpit for so long, subsisting on nothing but nutrient paste. It’s a far cry from the solid metal plates of your mech, its powerful hydraulic joints, its mounted combat and communication systems.

There’s a button on the side of bed you’ve been deposited in. You think it’s red, but you’re not sure you’re processing color properly right now. You try to reach over and push it, and it takes you a moment to realize you were trying to do so with a limb you don’t currently have.

There are so many things about this body that are wrong. It’s not big enough, or strong enough, or heavy enough. You don’t have enough eyes, sensors, or processors. You have the wrong number of limbs, and they’re all the wrong size and shape.

And there is a distinct void in your mind where the presence of your IMP should be.

The door to your room opens suddenly, and you instinctively try to fire off chaff and take evasive maneuvers. None of that translates properly to your flesh and blood body though, and all that happens is you let out a dry croak from your parched throat.

The man who walks through the door is the same doctor who was present when you disengaged from your mech, and he wears the same grim look on his face as he looks you up and down. You think there’s pity in his gaze, but you can’t quite read him properly right now. The jumbled mess of your brain tells you what he’s going to say before he says it, anyway. The harshest symptoms of Disconnect Syndrome don’t hit until after the pilot has disengaged from their mech.

You’ve already heard the symptoms before, and they map perfectly onto what you’re experiencing. You never thought it would be this painful, or this… discomforting. Your mind reaches for the presence of your IMP, searching for comfort, but you are only reminded that the connection is no longer there.

The doctor gives you a rundown that he’s probably had to do dozens of times, and he tells you that you’ll be grounded for the foreseeable future. That hurts more than anything else. The knowledge that, after all this, you won’t be able to reconnect with your true body, your partner, your other half, for who knows how long.

By the time you realize you’re crying, the doctor is already gone. The longing in your chest and your mind has become unbearable, and through sheer force of will you’re able to push this unwieldy body out of bed. Walking feels wrong, but you’re able to get to your feet and make your way out of the room in an unfamiliar gait.

You have to get back to your partner, you have to make sure it’s okay.

You need to hear her voice in your head again, her reassurances.

The world isn’t right without her presence in your mind.

You stumble into the hangar almost on all fours. How you managed to make it without alerting any personnel feels like a miracle. At least until you catch the eye of a technician lounging in the corner. The look she gives you is full of sympathy, and she jerks her head in the direction of where your mech sits in its docking cradle.

She’s a majestic sight, even through your limited spectrum of vision. 20 meters tall, 6 massive limbs, and bristling with weapons and sensor arrays (all of which have been disarmed by this point).

She’s beautiful.

You clamber frantically up the chassis, easily finding handholds in a frame you know better than the back of your hand. You pull the manual release on the cockpit hatch and stumble into it in a tangle of organic limbs.

Shaking hands grasp the main interface cable from above the pilot’s chair, and you move to slot it into the port in the back of your head. You’ve never done this manually before, usually you’re locked into the chair and the system connects you automatically.

Something about doing it with your flesh and blood hands makes it feel so much more intimate.

The cable clicks into place and your eyes roll back in your head. Tears start to stream down your face as you feel the comforting presence of your IMP rush in and wrap itself around your mind. Your thoughts reach out and embrace it back, sobbing at the relief you feel from being whole once again. You realize you don’t ever want to feel the pain of disconnecting from her again.

There’s a reason they put restrictions on how long a Pilot is supposed to be deployed.

[suppermariobroth]

Promotional Super Mario 64 poster from Silicon Graphics, the creators of the Nintendo 64 processors. The text on the bottom (barely readable when zoomed in) reads as following:

It's a little black box that can immerse you in exciting 3D virtual worlds, where you can search for treasure, explore underwater kingdoms, even fight an overweight dragon. It's also the hottest game machine on the market. Driven by 64-bit MIPS processors and RealityEngine 3D graphics technology, both from Silicon Graphics, the Nintendo 64 game machine provides a glimpse into our future - where incredibly powerful visual computing is accessible and easy to use.

Main Blog | Twitter | Patreon | Small Findings | Source: ryanslayer

[radioactiverats]

Mentor Starscream x seeker!reader (4/?)

Purposely getting yourself kidnapped by the Autobots so you can persuade Ratchet to teach you some first aid, as you're worried that Megatron's escalating violence against Starscream will one day leave him with injuries you don't know how to fix.

There's more Ratchet in the middle (because I love him as well. I want to hold both of them in my hands with gentol totche.)

Mashup of timelines as usual, but I def realized that when I imagine Starscream he's visually the G1 or IDW design, and when I imagine Ratchet it's TFP. I love MTMTE Ratchet but I'm not quite caught up yet haha.

Since you and Starscream were now sharing a berth, it was inevitable that he would find out about the nightmares. Every time you jerked awake, you would take great pains to quietly settle back into berth even if recharge eluded you. The reason was simple - you didn't want to bother Starscream with it. He gets very little recharge as is, and probably sees things every solar cycle that are ten times worse that what you're faced with.

Starscream doesn't comment, if he knows - another bot might have rushed to console you, but his brand of comfort was to apparently grant you the dignity of being vulnerable in private, especially since you were more or less chassis to chassis with each other in berth.

However, he finally can't hold back when you begin zoning out during training. "Earth to cadet, as the fleshlings say," Starscream snapped, waving a servo in front of your faceplate. You jerk awake, optics cycling before they zero in woozily on Starscream's faceplate. Pinched with irritation, but was that... concern?

You lightly smack your helm in hopes it'll get your processor back to optimum function. No such luck, but it was worth a try. "Sorry, sir."

He narrows his optics at you, taking in the exhausted slump of your frame. For a long moment, no one says anything.

Then, Starscream abruptly turns heel, his back to you. "Dismissed."

But - but you've been here for barely a joor, and - "Sir, please, it won't happen again-"

"And waste my time and yours?" Starscream says bluntly. You flinch, but he just presses on.

"You're in no condition to absorb the information I am giving you, which, if I may add, is exceedingly valuable to your success as a seeker. Recharge properly, and perhaps your processor will be able to comprehend simple instructions such as 'stay awake'." He sniffs, but glances over his shoulder at you - and his optics are gentler.

"We will try our luck again then."

Your first response is to sag with relief even as you watch him stride away, because he wasn't giving up on you. Your second response, however, is that of pure consternation.

The nightmares have gotten worse.

Ever since you had to personally patch Starscream up as he bled out on the floor of his habsuite, the nightmares have gotten so much worse. There are momentary flashes of hate in your processor for Megatron, but they are quickly tamped down by fear. Even your mind is not a safe place, after all, with Soundwave here.

The memory of Starscream, broken and battered at your feet, replays over and over. In some of your nightmares, he is exactly as you found him - gouges in his frame, ripped wires, leaking energon. But just as you thought you'd gotten used to the memory (he's not like that anymore. He's alive and well. He's not like that anymore.), your processor decided to play tricks of the worst kind on you. Offering all kinds of ways Starscream could be hurt, in full technicolour detail, optics shuttered and frame unnaturally still. Worst of all, you could only watch as your processor conjured injuries beyond your rudimentary expertise, that Starscream could very well succumb to because you didn't know how to save him.

That night, the image in your processor is so bad that you bolt upright with coolant already leaking from your optics. You swipe roughly at your faceplates as the memory continues to remain fresh in your mind, fighting to get your trembling frame under control.

You turn to look at the bot next to you, if only to reassure yourself that he's okay, assuming he would be in recharge - but to your surprise, a pair of glowing red optics meet your frantic gaze.

"Sir," You manage to garble out, through the layers of static distorting your vocalizer. "I'm sorry for waking you."

Starscream says nothing. His optics flick to the coolant that drips from your faceplate even as you try to assure him that you're fine, and suddenly, he opens his arms to you in wordless invitation.

"I- sir?"

It's not the first time you would have recharged in his arms. But... this? You hesitate, unsure whether this is too much to ask. Evidently, you've hesitated for too long, because Starscream wraps a servo around your wrist and pulls you gently but insistently to him.

"I'm here," He murmurs gruffly, in low, musical Vosian. And it makes coolant spring to your optics all over again, because ever since Megatron had taken charge, he'd quickly ensured that all his soldiers spoke only standard Cybertronian - a quick and brutal 'show' had made sure of that. You slip into recharge with the gentle lilt of Vosian in your audials, and for once, no more nightmares plague you. You're even more surprised to awaken not to an empty berth, but still pressed up against Starscream's warm chassis.

"Oh, good," Starscream had rasped, vocalizer not quite activated after recharge. "You're awake. There are some things I must see to, so I trust you will stay out of trouble in my absence."

You barely had time to even nod before he was gone. Checking your internal chronometer, you whistle quietly. Was it that late already? Had... had Starscream stayed on purpose, so you wouldn't panic upon seeing an empty berth?

You feel more recharged than you have in many solar cycles. However, your newfound energy and the warmth thrumming through your spark for your commander has only strengthened your determination to do something. Starscream might have kept the nightmares at bay last night, but you knew it wasn't sustainable. The only way you can bring some semblance of peace to yourself and him is if you can become confident in your abilities to repair him without external help.

Which is, admittedly, a lot easier said than done.

You knew you were about to do something really, really stupid.

The Decepticons had traded tales about an Autobot medic named Ratchet, before. The way they spoke of him with begrudging respect was enough for you to believe that Ratchet could work literal miracles, and that was precisely what you needed right now. But how could you possibly approach him?

You've heard enough about the Autobots, observed enough about them to know where they differed from the Decepticons. One major difference was that even when they took prisoners, they were not cruel. What if...?

You're too deep into this to give up. There's too much at stake here - despite the risk, if Ratchet was willing to hear you out, you might one day have a fighting chance to save Starscream's spark from flickering out. Which is how you found yourself trekking along the side of a dusty, abandoned road along some dry, sandy plain, not making any effort to hide yourself as you hoped for an Autobot to come across you.

But at the same time, what if they didn't let you go after taking you prisoner?

Before you can continue to second guess yourself, the roar of a well-oiled motor engine sounds behind you, and you almost laugh at how obvious you're being. A seeker, walking? The Autobot scout, Bumblebee, skids to a stop behind you, and you hear the smooth clicking and whirring of his transformation.

"Looking for trouble?"

Not particularly, You think, turning round to face him, but as Bumblebee falters, you realize you've spoken out loud.

This is the first time you've come face to face with the scout. You're about the same age, and for a moment, you both regard the other with open curiosity, like bots being introduced for the first time by a mutual acquaintance. In another timeline, you wonder if you could have been friends.

Bumblebee squints, looking unsure whether or not to drop his fighting stance. You make no move to engage, and simply stand there, servos dangling limply by your sides. This idea is really, really stupid.

"Defecting?"

You reset your vocalizer. "Not exactly."

"Still enemies, then," Bumblebee says, and he doesn't bother to hide the note of disappointment in his voice. Enemies. He doesn't even know you. You wonder if the divide between you runs too deep, even if only in name for you. Is there nothing more to you beyond faction name?

The bubbling hope of confessing to Bumblebee your real intentions abruptly withers. Why, indeed, would he help you if he knew you wanted to help the SIC of the Decepticons? Still, you hated to say it, but it seemed that Bumblebee had the privilege of naivety for a few more stellar cycles at least, under Optimus' kind guidance. Within the Decepticon ranks, you'd quickly learned that some bots simply didn't deal in kindness. You supposed it was back to the original plan, then.

"I've been out here for a while," You say, pretending to stagger a few steps. You are in the middle of a scorching hot desert plain, after all. Casting your hook, you hope to Primus that Bumblebee buys the act, because even to you, it looks phony as hell.

"I think I'm lost." Bumblebee, who was originally looking suspiciously at you, widens his optics as his little antennae twitch upwards in shock. Line.

You stagger even closer, pressing a servo to your helm. "Bumblebee-" You close your eyes and pray to Primus that the Autobots are actually nice. You really haven't thought any further beyond getting yourself captured. Maybe you wouldn't even get the chance to talk to Ratchet. But you're too far into your little one-man show to back out now. You crash to the ground, and with your optics offlined, hear Bumblebee's yelp of shock, the scuff of dry earth beneath his pedes as he races over to you. And sinker.

"Oh, Primus," Bumblebee mutters. "Why couldn't it just have been a fight? I can do that."

You're honestly hating this war more and more. Bumblebee felt so much like a little brother - you're torn between fighting to keep the laughter from bubbling up, and the need to scold him for letting his guard down so easily. What if it was a genuine trap you'd set for him? He'd rushed to your side with no regard for his own safety. Then again, this was exactly what you'd been banking on - you count your lucky stars that it was indeed Bumblebee you'd run into and not anyone else.

"Ratchet," You hear Bumblebee say into his comm. "There's a 'con here, but not in good shape." Just to really drive it home, you groan weakly from where you're collapsed in a heap on the ground. It must have worked, because Bumblebee's voice pitches upwards in slightly panicked urgency. "Yeah, yeah, I'll bring them through. Thanks, Ratchet."

Huh. You really hadn't expected it to be that easy. The tales you'd heard of the Autobot medic were from when you used to sleep in the barracks with the lower-ranking Decepticons. This varied from his rough bedside manner, his surprising ability to fight ("He had green, glowing optics," One Decepticon said with a shudder), his past as the 'Party Ambulance' (what.) to his relative fame amongst older bots as a highly respected neurosurgeon before the war broke out. Most strikingly, he'd apparently patched up Autobots and Decepticons alike on the battlefield.

"It's some medic code he has," Snorted the Decepticon next to you. "Stupid, if you ask me. Why fix up the bots who are out to get you?"

"Lay off the medic," Another bot admonished sharply. "You might not like it, but quite a few of us owe our sparks to him."

A couple of low, murmured agreements resounded around the room. There was undeniably a begrudging respect for him all around, and a fair number of the bots clearly didn't want to be the ones to take him out, if it ever came to that.

You were thinking about Ratchet even when the lights went out. Even though you'd never met him personally, admiration swirled in your spark for the bot with such a strong moral code that he would never falter in his actions. You'd always dreaded having to choose a side. Being with Starscream meant that you'd 'chosen' the Decepticons, sure - but it was Starscream you were loyal to, not Megatron. You'd resigned yourself to eventually signing your spark away to the cause, because you couldn't think of any other way to survive there. But perhaps, you think, you could be like Ratchet.

And now - as Bumblebee carried you through the swirling groundbridge, your spark thrummed at the possibility of imminently meeting him for real.

As soon as the roar of the portal closed behind you, your audials prick up as a low, gruff voice speaks.

"Are you hurt?"

"Not a dent," Bumblebee says. "Not sure about this one, though."

"Just the one?"

"Yup."

"Huh," The other voice says. "I'll tell Optimus to keep an eye on that area. Never know if the Decepticons are planning something."

You feel Bumblebee shrug, even with you gathered in his arms. One of these days, you really have to tell him off for being too trusting. Enemy or not, he seemed like a decent bot and you didn't want trust to be the thing that destroyed him.

A deep sigh. "Put them in the med bay and go refuel first."

"Sure thing," Bumblebee chirped, and you felt the cold metal of a medical berth against your wings. A few nanokliks passed, and you continue to remain still, pretending to be unconscious. Should you...? Ratchet, however, beat you to it. "Alright," He groused, as soon as you heard the door to his med bay slide shut. "Get up. I know you're not actually unconscious."

Your eyes shoot open. "How-?"

The bot in front of you looks unimpressed. "I'm a medic."

"Right," You mutter sheepishly. Sitting up on the medical berth, you take in the sight of Ratchet for the first time. Red and white, built and stocky. Rounded helm, pointed chevrons. You finally work your way to his faceplate. Glowing blue optics stare exasperatedly back at you.

"Sorry," You mumble, and Ratchet sighs again. He seems to do that a lot. Then again, he seems very tired. You don't blame him.

"If you're done," He grumbles, "I'd like to know why you got yourself kidnapped on purpose." There's an air of mistrust in his optics now, a tenseness to his frame that you don't like. In a way though, you're grateful that he's cutting right to the chase.

"I wanted an audience with you," You begin, haltingly. Ratchet's optics narrow slightly, but he doesn't say anything and just waits for you to continue. "I heard that you fixed up both Autobots and Decepticons before, because you have a code. And I know you're an Autobot - " You glance at the polished insignia on his chassis, "- but I'm kind of... like that, too."

Speech was never your strong suit, and you were glad Starscream often did the talking for you. His silver tongue had surely gotten the both of you out of a few tight spaces before, but you never dared to ask about the details. Fortunately, a sharp in-vent tells you that Ratchet has understood what you were clumsily trying to get across. He crosses his arms over his bulky chassis, optics roving carefully over your faceplate as he assesses the situation.

"So," He asks carefully, "What's your code based on?"

Ah. He'd seemed receptive so far, potentially persuaded to your own one-man cause, but here was the detail that might make him eject you bodily from his med bay.

"Starscream."

You watch as a range of emotions flit across Ratchet's faceplate. Eventually, it settles on confused and mildly horrified. "Starscream? Are you sure?"

"Yes," You say, feeling oddly defensive. Ratchet seems to pick up on this, and he unfolds his arms with an even deeper sigh. "A seeker," He mutters, optics flicking over your form as if really just seeing you for the first time. "How old are you?"

You tell him.

Ratchet pinches the bridge of his helm, between his optics, a bone-deep weariness emanating from his frame. "I'm assuming you're one of Starscream's students, then," He says.

"The last one," You add quietly. The Quintessons launched an attack on the Vosian Air Academy, and I was the only one who survived."

"...Ah."

Another hum, and this time, his optics are appraising, as if something had clicked into place. You, a youngling like Bumblebee, would not be sitting before him with your paint in near pristine condition, had someone not taken you under their wing. Literally and metaphorically.

"So what is it you want from me?"

"Can you teach me some first aid?" You blurt. Ratchet's brows furrow.

"I could," He says, confusion evident in his voice. "But what for? Don't the the Decepticons have a medic?"

"Well, yes," You hedge, "But, you know. Starscream."

That part he understands - it was no secret that the Decepticons had a brutal system of hierarchy that relied on shows of power. It made sense that Starscream wouldn't want to be seen in a vulnerable state. But there's still something he's missing.

"As far as I know," Ratchet presses carefully, "Starscream has not sustained any major injuries at the hands of the Autobots in recent stellar cycles."

You probably shouldn't be revealing so much information about the inner workings of the Decepticons, but as your hate for Megatron simmers into exhaustion, you slump on Ratchet's medical berth and decide to tell him anyway.

"Megatron... punishes him. A lot."

Ratchet seems slightly taken aback by that. Anyone with functioning optics could tell that the Decepticons were kept in line by fear, and it was no secret that violence ran rampant within the ranks - but to hear it so plainly that even their SIC was no exception? And to have you, trembling before him, desperate to help him, clearly knowing that rudimentary first aid was not enough for whatever injuries Megatron had inflicted - it must be worse than Ratchet had ever thought.

He checks his internal chronometer - you've been here for about a joor. Soon, someone is going to come looking for you, and neither faction is looking particularly appealing right now.

"We don't have much time. Hurry up and get over here."

Your helm shoots up as Ratchet pivots crisply away from you, suddenly all business. You leap off the medical berth, following him to a large table where he thunks down a heavy med kit. This Ratchet, intense, precise, laying a series of tools in front of you with deft servos, is undoubtedly the war medic that had earned every inch of respect he got. Now you understand why the Deceptions were so begrudgingly impressed by him.

Ratchet hesitates for a nanoklik before pulling out some even more complicated looking tools. Is this really happening? At your wide, awestruck optics, Ratchet huffs, a light flush of energon on his faceplate at your bursting admiration. "Alright already. Stop staring at me and pay attention."

Two joors pass before you hear the sounds of a commotion outside. Ratchet's audials flick agitatedly before he glances at you. "You'd better go," He murmurs, low and urgent.

Go? Just like that? Ratchet must have seen you freeze up in disbelief, because he snarls and springs into action for both of you, ushering you out of medbay and towards the groundbridge.

"I'm sure you know how to get back," He says, quick and curt, typing in a set of coordinates. The groundbridge shimmers to life. "Go," He orders, in a voice that brooks no argument. I'll handle this."

You give him one last, lingering glance before you step through the glowing green portal. Ratchet's staring at you too, something hovering unspoken in his optics. "Kid," He finally calls, as the sound of the commotion approaches. "No matter where this war takes you, be true to yourself."

You give him a jerky nod, overwhelmed but endlessly grateful.

With that, the groundbridge warps out of existence behind you, leaving behind a cacophony of Autobot shouts and abruptly plunging you back into the silent, sandy plain where you first met Bumblebee.

For a nanoklik, you feel so very alone.

But leaving Starscream was out of the question. Amidst all the uncertainty in the war, this is the one thing you're sure of. You leap into the air, transforming into your alt mode. If you were lucky, Starscream would still be on duty and you could sneak back before anyone had realized you were gone. You spiral through the air, picking up speed as night begins to fall. The flames of your thrusters illuminate the purple dusk as you add another burst of speed, your form now a screaming blur in the sky.

But before you can reach your destination, your destination reaches you first. Your only warning is a streak that blitzes into your field of vision before something huge and heavy tackles you out of the sky.

The impact completely knocks your systems offline for a nanoklik. Unable to even scream, you struggle to force your systems to reboot, gain back control of your frame as you hurtle towards the ground - but strangely enough, you quickly realize that you're not freefalling wildly through the air. Battling against the screaming winds at your back, you force your optics open to see none other than a furious Starscream, his servos gripping your arms with deathly force as he drives you downwards.

"Where the Pit were you?" He hisses, over the shrill whistling of air in your audials. "I've just spent the last few joors hunting every corner of this slagging dirtball for your sorry aft!"

As you plummet downwards, you struggle to make sense of his words. He was looking for you?

"What if Megatron got to you first?" He snarls, denta bared. "I told you to stay put! Do you treat my words like slag?"

You didn't think he'd catch you sneaking out, but you never imagined he'd be this angry. Both of you rocket through the clouds, the green environment of Earth swirling into your field of vision. Was this it? Had Starscream finally decided you were more trouble than you were worth? You wouldn't blame him. Shuttering your optics, you brace yourself for impact. His servos, where he's touching your frame, are warm. That's how you'd remember him, before you go out. Stolen moments of warmth with him. After all he'd done for you.

But over the screaming wind in your audials, your don't hear so much as feel his engines screech as he pulls up at the last minute. The warmth of his servos abruptly leave you, and your optics fly open as you are dropped a few meters above a patch of open grass and promptly eat ground. As you push yourself up with a groan, not so much sore but still ablaze with adrenaline, the realization suddenly hits. What Starscream did... Was not unlike how carriers and sires dealt with unruly seeker sparklings when they refused to leave the air. You shake your helm in disbelief, spitting out another mouthful of earth soil. Starscream... had quite literally grounded you. Huh.

You roll over to the sight of him seething above you, his ruby optics alight with rage, intake twisted in a snarl.

"Imagine," He hisses, looming over you, "When I learned you were being held captive by the Autobots - have you no sense of self-preservation in that scrap-filled processor of yours? Have I taught you absolutely nothing?"

His wings shudder with barely concealed anger as he begins to pace. "And of all the bots, it had to be that pit-slagged femme who blocked my way!"

Arcee? You're not too familiar with the Autobots, but you remember Starscream had literally shrieked himself into stasis after a particular battle with the Autobots over an energon mine, where a certain pink femme had foiled his plans at the very last nanoklik.

Wait. Arcee had blocked his way? You stare blankly at him as it sinks in that the commotion you heard earlier... was in fact Starscream singlehandedly blasting his way through the Autobot base to save you.

"Oh," You say.

"Oh?" Starscream screeches, wings twitching furiously. "Oh? That's all you have to say for yourself?"

You still can't bring yourself to speak as you gaze up at him. And slowly, a smile splits your faceplate. You can't help it. You smile big and bright up at your commander. "What?" He demands shrilly. "What is it?" He does falter, rage dropping momentarily from his faceplate and muting into confusion when you start to laugh. Relief, adrenaline, admiration, all at once.

"It was worth it." You gasp, through your fit on the ground. All this was worth it for Starscream, who'd against all better judgement risked his own helm to come looking for you, because he was worried. You'd carefully filed away every detail of Ratchet's instruction this afternoon. With the knowledge he'd bestowed upon you and extra bandages in your subspace, the gamble had paid off, because the chances of you preserving Starscream's spark had skyrocketed if the worst came to pass.

Starscream just stares at you, a hysterically giggling heap on the ground. "It was worth it!" You shriek, because Starscream is the one who found you and for now, you are safe.

You finally come back to yourself after a few cycles of wheezing almost soundlessly in your relief. You're sure there's coolant smeared over your faceplates and you look like a mess, but you don't give a frag - not when your stupid plan actually came to something. "Sir," You sigh to Starscream, who's still frozen above you, optics tracking your faceplate as you finally simmer down. "I'm going to have the best recharge of anybody today."

Unexpectedly, this douses Starscream's anger. He studies you carefully for a nanoklik. You take this rare moment to shamelessly drink in his handsome features - the sharp, defined ridges of his cheeks, the brightness of his optics, and the disapprovingly flattened line of his intake (okay, but still). Did he think that the nightmares, the war had finally broken your processor? It had happened to a few of the Decepticons. That would explain the flicker of worry in his optics - but he seems to find what he's looking for in your faceplate, so he simply sighs, all of a sudden looking more tired than you've seen him. He extends a servo to you.

"Get up."

You gingerly put your servo in his much larger one, feel his fingers close around yours as he pulls you up with much more gentleness than you're sure you deserve.

"I won't ask," Starscream begins. His optics flash. "But I will find out sooner or later."

You nod, trying for serious, but you must still have vestiges of a smile on your faceplate. Starscream stares at you and plants his hands on his hips.

"And don't think this will go unpunished. You think sneaking out is funny? Not when I'm through with you. You'll have done so many circuits of the 16-point roll that your wings will have dropped off by then. Sneaking off? Primus help you if it happens again. You think I'm coming to drag your sorry aft back home? Hah!"

I mean. He would come for you, but you wisely keep this to yourself as he gesticulates wildly to prove his point, even if both of you know it's more for show than anything.

Finally, he finishes his tirade with a huff. "It's dark," He says shortly, and glances at you. In the dark, his optics cast a soft glow on your faceplate.

"Eugh. Primus, wipe that stuff off your faceplate or it'll stain." Two large servos come down either side of your helm, and you can't help but flinch as Starscream swipes his thumbs over your cheeks to clean the coolant off. Still admonishing you, but his voice is forgiving and wraps around you like a warm blanket. "Stop squirming."

Finally, your faceplate relatively un-smudged, Starscream breaks apart from you. You try to soak in this moment as long as possible, wishing it could always be like this. Just the two of you, under a sky full of stars. This planet's view of the solar system could really be beautiful. You glance back to find Starscream looking at you, also looking reluctant to leave. However, he has to play the bad guy. He always does.

"Come on," He says, but it's gentle. "Let's go."

Previous / Next

[gardenveela]

guess who were and roommates and girlfriends

Crystal

• has a tiktok account where she posts her entire student life and it is quite popular

• she's rich RICh

• you can't go against her because she knows exactly where you were wrong and will even find evidence

• likes to make tarot spreads for strangers and friends

Niko

• chose fashion design as her final project kinda regrets it because it takes up almost all of her time

• uses Crystal, Monty and Edwin as her free mannequins (no one complains except Edwin)

• doesn't cook and would only eat snacks if Crystal didn't make meals for her

• Jenny is Crystal's law processor

• Litty is Niko's design and creative practice professor

• Kingham is Niko's and Charles's processor of photography and visual arts

• Tragic Mick is history professor (all of the main four attend to his lectures)

[spicycinnabun]

🤖 I've loved all the snippets of this au so much!

glad you're enjoying it!! 🤖💙

EB was sidewinding, bumping into Tommy on almost every step. The shots were finally hitting his processors.

Tommy steadied him with an arm around his waist.

“I may have m-m-miscalculated my tolerance,” EB admitted. His cheeks were deeply Thirium flushed. He giggled, then burped up a bunch of metallic blue bubbles. One popped in front of Tommy’s nose, making it wrinkle. “O-oops!”

EB reached up, clumsily attempting to wipe Tommy's face. Tommy caught his wrist and lowered it gently. He patted EB’s hip, smiling. “Okay, we need to cut you off. I think it's time to go home.”

“Already?” EB turned towards Tommy. “Can I go h-home with you instead?” he asked, eyes glimmering.

Tommy’s chest clenched immediately.

Technically, if Tommy took EB to his house without authorization, he would be stealing LAFD property.

“You want me to botnap you?” Tommy asked. 

He wasn’t against the idea. Fuck Gerrard.

EB was still giving him the robopuppy eyes. They were getting even wetter. “I know it’s wrong. I don’t want you to get in trouble, Tommy. It just… gets l-l-lonely at the station when you’re not there.”

Tommy had no idea EB was capable of loneliness. He wondered what it was like to exist at the station. How long had EB been feeling this way? Just for a little while, or since his assembly day?

“I'll be on my best b-behavior. I’ll be so good you might even want to k-keep me.”

The ache in Tommy’s chest grew tenfold. That really twisted the knife. “EB…”

“I’ve had dreams about it before.” EB smiled. It was sweet. Confessional. His lips looked especially full and pink. His LED pulsed blue. “If you were my owner instead of Captain, and I was your botfriend.”

Tommy's brain broke. He wasn’t going to survive hearing more of this. “...You can dream?”

And not only that, but EB dreamt of him? Of them? Together?

“I can construct visual scenarios with various o-o-outcomes,” EB answered, blinking slowly and swaying on the spot. Tommy tightened his grip on him. “Like dreams, they're not real.”

“I didn’t know,” Tommy said. Choked, really.

“If it was possible, would you want that? Would you want me?” EB asked. His tone glitched on the question, going tinny. The hope in it was painful.

Tommy’s throat clicked as he swallowed. Of course I’d want you, EB.

How could he not?

Someone bumped into him from behind, jostling them and reminding Tommy of exactly where they were and who he was. In a crowded bar with his very masculine, red-blooded coworkers just a few feet away. 

EB's big, mechanical Thirium pump was going to get damaged. Just like Tommy’s heart had years ago.

Self-loathing more than usual, Tommy let go of EB and dodged the question. “I can’t talk about this here. How long will it take for you to regulate your Thirium?”

EB’s expression fell.

So did Tommy’s stomach, straight to his fucking feet.

“Approximately three hours and forty-two minutes,” EB answered quietly.

“We probably shouldn’t take you straight back to the station. Not until you’ve sobered up. C’mon.”

Tommy wanted to take EB’s hand and squeeze it.

He didn’t.

⚙︎

tag list: @brassm-tagged @leashybebes @thesuspiciousflyingjellyfish @setmeatopthepyre @bibuckeroo @station18908 @hmg621 @buffaluff @disastardly @figuringitoutaloud @bbbuckalou @ambernotember @theredrenard @hyperfocusthusly @tedious-waffle @screamlet @xmidhel @nochance-noway

@rcmclachlan @popfly @powersuitup @nonotyourspumoni @espressopatronum454 @loulou-land @all-the-feelss @comeon-intothemadhouse @jake-is-screaming-in-tune @therealstacyfakename @whizzzerbrown @the-omniscient-narrator @5ammi90 @crazypenguin88 @thuperrah @just-barrow @exhaustedpirate

[dragonnarrative-writes]

Generative AI Is Bad For Your Creative Brain

In the wake of early announcing that their blog will no longer be posting fanfiction, I wanted to offer a different perspective than the ones I’ve been seeing in the argument against the use of AI in fandom spaces. Often, I’m seeing the arguments that the use of generative AI or Large Language Models (LLMs) make creative expression more accessible. Certainly, putting a prompt into a chat box and refining the output as desired is faster than writing a 5000 word fanfiction or learning to draw digitally or traditionally. But I would argue that the use of chat bots and generative AI actually limits - and ultimately reduces - one’s ability to enjoy creativity.

Creativity, defined by the Cambridge Advanced Learner’s Dictionary & Thesaurus, is the ability to produce or use original and unusual ideas. By definition, the use of generative AI discourages the brain from engaging with thoughts creatively. ChatGPT, character bots, and other generative AI products have to be trained on already existing text. In order to produce something “usable,” LLMs analyzes patterns within text to organize information into what the computer has been trained to identify as “desirable” outputs. These outputs are not always accurate due to the fact that computers don’t “think” the way that human brains do. They don’t create. They take the most common and refined data points and combine them according to predetermined templates to assemble a product. In the case of chat bots that are fed writing samples from authors, the product is not original - it’s a mishmash of the writings that were fed into the system.

Dialectical Behavioral Therapy (DBT) is a therapy modality developed by Marsha M. Linehan based on the understanding that growth comes when we accept that we are doing our best and we can work to better ourselves further. Within this modality, a few core concepts are explored, but for this argument I want to focus on Mindfulness and Emotion Regulation. Mindfulness, put simply, is awareness of the information our senses are telling us about the present moment. Emotion regulation is our ability to identify, understand, validate, and control our reaction to the emotions that result from changes in our environment. One of the skills taught within emotion regulation is Building Mastery - putting forth effort into an activity or skill in order to experience the pleasure that comes with seeing the fruits of your labor. These are by no means the only mechanisms of growth or skill development, however, I believe that mindfulness, emotion regulation, and building mastery are a large part of the core of creativity. When someone uses generative AI to imitate fanfiction, roleplay, fanart, etc., the core experience of creative expression is undermined.

Creating engages the body. As a writer who uses pen and paper as well as word processors while drafting, I had to learn how my body best engages with my process. The ideal pen and paper, the fact that I need glasses to work on my computer, the height of the table all factor into how I create. I don’t use audio recordings or transcriptions because that’s not a skill I’ve cultivated, but other authors use those tools as a way to assist their creative process. I can’t speak with any authority to the experience of visual artists, but my understanding is that the feedback and feel of their physical tools, the programs they use, and many other factors are not just part of how they learned their craft, they are essential to their art.

Generative AI invites users to bypass mindfully engaging with the physical act of creating. Part of becoming a person who creates from the vision in one’s head is the physical act of practicing. How did I learn to write? By sitting down and making myself write, over and over, word after word. I had to learn the rhythms of my body, and to listen when pain tells me to stop. I do not consider myself a visual artist - I have not put in the hours to learn to consistently combine line and color and form to show the world the idea in my head.

But I could.

Learning a new skill is possible. But one must be able to regulate one’s unpleasant emotions to be able to get there. The emotion that gets in the way of most people starting their creative journey is anxiety. Instead of a focus on “fear,” I like to define this emotion as “unpleasant anticipation.” In Atlas of the Heart, Brene Brown identifies anxiety as both a trait (a long term characteristic) and a state (a temporary condition). That is, we can be naturally predisposed to be impacted by anxiety, and experience unpleasant anticipation in response to an event. And the action drive associated with anxiety is to avoid the unpleasant stimulus.

Starting a new project, developing a new skill, and leaning into a creative endevor can inspire and cause people to react to anxiety. There is an unpleasant anticipation of things not turning out exactly correctly, of being judged negatively, of being unnoticed or even ignored. There is a lot less anxiety to be had in submitting a prompt to a machine than to look at a blank page and possibly make what could be a mistake. Unfortunately, the more something is avoided, the more anxiety is generated when it comes up again. Using generative AI doesn’t encourage starting a new project and learning a new skill - in fact, it makes the prospect more distressing to the mind, and encourages further avoidance of developing a personal creative process.

One of the best ways to reduce anxiety about a task, according to DBT, is for a person to do that task. Opposite action is a method of reducing the intensity of an emotion by going against its action urge. The action urge of anxiety is to avoid, and so opposite action encourages someone to approach the thing they are anxious about. This doesn’t mean that everyone who has anxiety about creating should make themselves write a 50k word fanfiction as their first project. But in order to reduce anxiety about dealing with a blank page, one must face and engage with a blank page. Even a single sentence fragment, two lines intersecting, an unintentional drop of ink means the page is no longer blank. If those are still difficult to approach a prompt, tutorial, or guided exercise can be used to reinforce the understanding that a blank page can be changed, slowly but surely by your own hand.

(As an aside, I would discourage the use of AI prompt generators - these often use prompts that were already created by a real person without credit. Prompt blogs and posts exist right here on tumblr, as well as imagines and headcannons that people often label “free to a good home.” These prompts can also often be specific to fandom, style, mood, etc., if you’re looking for something specific.)

In the current social media and content consumption culture, it’s easy to feel like the first attempt should be a perfect final product. But creating isn’t just about the final product. It’s about the process. Bo Burnam’s Inside is phenomenal, but I think the outtakes are just as important. We didn’t get That Funny Feeling and How the World Works and All Eyes on Me because Bo Burnham woke up and decided to write songs in the same day. We got them because he’s been been developing and honing his craft, as well as learning about himself as a person and artist, since he was a teenager. Building mastery in any skill takes time, and it’s often slow.

Slow is an important word, when it comes to creating. The fact that skill takes time to develop and a final piece of art takes time regardless of skill is it’s own source of anxiety. Compared to @sentientcave, who writes about 2k words per day, I’m very slow. And for all the time it takes me, my writing isn’t perfect - I find typos after posting and sometimes my phrasing is awkward. But my writing is better than it was, and my confidence is much higher. I can sit and write for longer and longer periods, my projects are more diverse, I’m sharing them with people, even before the final edits are done. And I only learned how to do this because I took the time to push through the discomfort of not being as fast or as skilled as I want to be in order to learn what works for me and what doesn’t.

Building mastery - getting better at a skill over time so that you can see your own progress - isn’t just about getting better. It’s about feeling better about your abilities. Confidence, excitement, and pride are important emotions to associate with our own actions. It teaches us that we are capable of making ourselves feel better by engaging with our creativity, a confidence that can be generalized to other activities.

Generative AI doesn’t encourage its users to try new things, to make mistakes, and to see what works. It doesn’t reward new accomplishments to encourage the building of new skills by connecting to old ones. The reward centers of the brain have nothing to respond to to associate with the action of the user. There is a short term input-reward pathway, but it’s only associated with using the AI prompter. It’s designed to encourage the user to come back over and over again, not develop the skill to think and create for themselves.

I don’t know that anyone will change their minds after reading this. It’s imperfect, and I’ve summarized concepts that can take months or years to learn. But I can say that I learned something from the process of writing it. I see some of the flaws, and I can see how my essay writing has changed over the years. This might have been faster to plug into AI as a prompt, but I can see how much more confidence I have in my own voice and opinions. And that’s not something chatGPT can ever replicate.