#how ai is making us smarter

[youtubemarketing1234]

Artificial Intelligence (AI) is revolutionizing the way our devices operate, interact, and adapt to our needs, making them smarter than ever before. Through the integration of advanced algorithms and machine learning techniques, AI is enhancing the capabilities of various devices, spanning from smartphones and household appliances to automobiles and healthcare equipment. This transformation is reshaping the way we live, work, and communicate in profound ways.

AI-powered devices can analyze user behaviors, preferences, and patterns to personalize the user experience. For instance, AI algorithms on smartphones can learn about your daily routine, and frequently used apps, and even predict your next actions. This enables devices to provide relevant suggestions, shortcuts, and reminders tailored to your needs.

AI-driven devices are transforming homes into smart environments. Smart thermostats, lighting systems, security cameras, and appliances can all be controlled and automated using AI algorithms. These devices learn user preferences and adjust settings accordingly to enhance comfort, energy efficiency, and security.

Voice assistants like Siri, Google Assistant, and Amazon Alexa have become integral parts of many devices. They leverage natural language processing and understanding to allow users to interact with their devices using voice commands. This technology is being integrated into smartphones, smart speakers, and even household appliances.

AI is powering self-driving cars, drones, and robotic vacuum cleaners. These devices use sensors and AI algorithms to navigate and make decisions based on their surroundings. This level of autonomy is transforming industries like transportation and cleaning.

AI helps analyze large amounts of data generated by devices to provide actionable insights. For instance, smart energy meters can analyze energy usage patterns and suggest ways to conserve energy. This level of data analysis extends to many other areas, including retail, manufacturing, and entertainment.

AI helps enhance device security by identifying unusual patterns or behaviors that could indicate a security breach. AI-powered algorithms can also enable features like facial recognition or fingerprint scanning for device authentication, making it more secure and convenient for users.

In essence, AI is making our devices smarter, more responsive, and more personalized. It's automating tasks, predicting user needs, and enabling new forms of interaction that were previously only imaginable in science fiction. However, as with any technology, there are also challenges to address, such as data privacy concerns and ethical considerations related to AI-driven decision-making.

[quaranmine]

On Wednesday before I gave my presentation I confessed to a new employee that I was worried it would be too long and she brightly told me her life hack was to just let AI rewrite things for her. She said I should put in all my talking points and ask ChatGPT to give me a five minute exactly presentation. I was like....how is the most polite possible way (since this is a new colleague I shouldn't get off on the wrong foot with) that I can express that I will Not be taking this advice. Ever. I told her that I didn't think we were allowed to use ChatGPT at this job (we most certainly are not, it is a nightmare for any type of protected information) and also that I prefer to write all of my own work. Despite my best efforts the last part of that was still passive aggressive, lol.

Something about being a writer makes it so that it's almost offensive to me for someone to suggest I use AI to do my work instead? Like, the day I reach the point where I let AI write something for me is the day y'all need to be checking me for brain damage because clearly I'm losing it

[rhythm-of-the-wardrums]

We have an internal AI for work since people kept putting proprietary info into ChatGPT (don’t do that)

And as AI does, sometimes it doesn’t summarize documents correctly, like saying total reaction volume is 100uL when it’s actually 20uL

But telling it to summarize a protocol as Batman makes everything correct which is SO SO funny to me

[smellslikebot]

today i want to edit that AI post to kind of prioritize the more practical/effective options on it (discouraging data scraping) and also be more frank about how you Can't completely prevent data scraping/use for AI with 100% certainty. though i think hosting your stuff on a site that takes measures to discourage the most notable web crawlers for AI will generally suffice

[theres-whump-in-that-nebula]

lmfao someone who commissioned AI generated images from Bing and tagged them as “fanart” tried to follow me, an actual digital artist. Blocked.

[were--ralph]

why exactly do you dislike generative art so much? i know its been misused by some folks, but like, why blame a tool because it gets used by shitty people? Why not just... blame the people who are shitty? I mean this in genuinely good faith, you seem like a pretty nice guy normally, but i guess it just makes me confused how... severe? your reactions are sometimes to it. There's a lot of nuance to conversation about it, and by folks a lot smarter than I (I suggest checking out the Are We Art Yet or "AWAY" group! They've got a lot on their page about the ethical use of Image generation software by individuals, and it really helped explain some things I was confused about). I know on my end, it made me think about why I personally was so reactive about Who was allowed to make art and How/Why. Again, all this in good faith, and I'm not asking you to like, Explain yourself or anything- If you just read this and decide to delete it instead of answering, all good! I just hope maybe you'll look into *why* some people advocate for generative software as strongly as they do, and listen to what they have to say about things -🦜

if Ai genuinely generated its own content I wouldn't have as much of a problem with it, however what Ai currently does is scrape other people's art, collect it, and then build something based off of others stolen works without crediting them. It's like. stealing other peoples art, mashing it together, then saying "this is mine i can not only profit of it but i can use it to cut costs in other industries.

this is more evident by people not "making" art but instead using prompts. Its like going to McDonalds and saying "Burger. Big, Juicy, etc, etc" then instead of a worker making the burger it uses an algorithm to build a burger based off of several restaurant's recepies.

example

the left is AI art, the right is one of the artists (Lindong) who it pulled the art style from. it's literally mass producing someone's artstyle by taking their art then using an algorithm to rebuild it in any context. this is even more apparent when you see ai art also tries to recreate artists watermarks and generally blends them together making it unintelligible.

Aside from that theres a lot of other ethical problems with it including generating pretty awful content, including but not limited to cp. It also uses a lot of processing power and apparently water? I haven't caught up on the newer developements i've been depressed about it tbh

Then aside from those, studios are leaning towards Ai generation to replace having to pay people. I've seen professional voice actors complain on twitter that they haven't gotten as much work since ai voice generation started, artists are being cut down and replaced by ai art then having the remaining artists fix any errors in the ai art.

Even beyond those things are the potential for misinformation. Here's an experiment: Which of these two are ai generated?

ready?

These two are both entirely ai generated. I have no idea if they're real people, but in a few months you could ai generate a Biden sex scandal, you could generate politics in whatever situation you want, you can generate popular streamers nude, whatever. and worse yet is ai generated video is already being developed and it doesn't look bad.

I posted on this already but as of right now it only needs one clear frame of a body and it can generate motion. yeah there are issues but it's been like two years since ai development started being taken seriously and we've gotten to this point already. within another two years it'll be close to perfected. There was even tests done with tiktokers and it works. it just fucking works.

There is genuinely not one upside to ai art. at all. it's theft, it's harming peoples lives, its harming the environment, its cutting jobs back and hurting the economy, it's invading peoples privacy, its making pedophilia accessible, and more. it's a plague and there's no vaccine for it. And all because people don't want to take a year to learn anatomy.

[sister-lucifer]

“You’re Really Not Cut Out For This…”

A Toby x Gender Neutral Reader Drabble 

Content/Warnings: Porn with no plot, bottom/sub Reader, degradation, a bit of mean Toby, heavy discussion of Reader basically being a free use sex toy, no specified genitalia for Reader, Reader + Toby are both proxies

This is not fully proof read! Please let me know if you see any typos

I DO NOT GIVE PERMISSION FOR MY WORKS TO BE REPOSTED, USED COMMERCIALLY OR FED TO AN AI. IF YOU DO THIS I WILL HUNT YOU DOWN AND FUCKING KILL YOU.

“You know, y-you’re reeeaaaally not cut— c-cut out for this-ss-s…t-this ‘job,’ I mean.” 

The sudden admission would make you pause if had the lucidity to do so. You can’t do much of anything with the rabid way Toby’s pounding into you from behind, shoving his cock into you with the whole of his strength without so much as a single thought to your wellbeing. You barely manage to babble out something that sounds like a question. You can feel him smiling despite the forced wrenching of his face. 

“I-I’m just saying,” he continues, punctuating that last word with a particularly acute thrust that makes you squeal, “You d-don’t—shhh!—don’t seem like y-you really enjoy this-ss-s…line of-fff-f work…hell, you’re not good at i-it— it either, if we’re being hones-ss-st-t.” 

There’s no ignoring the cheeky giggle in his voice as he insults you to your face. He leans over you a bit, putting more of his weight on you and practically trapping you beneath him. He keeps talking before you even get a chance to protest. 

“You’re definitely n-not my equal,” he growls with a chuckle, as if highly amused by the idea of your inferiority, “You’ve hardly su— s-succeeded at any mission th-the ‘Boss’ has given you— y-you…but you are so good at this—“ 

He laughs at the way you choke on nothing when he angles his hips upwards just right, hitting that sensitive spot deep inside you that makes you see stars. You can feel his body shudder on top of you, a series of involuntary tongue clicks and whistles interrupting him for a moment before his endless chatter continues on. 

“You’re sooo— s-so fucking good at taking my cock…” 

He can’t contain the flood of sick giggles that burst from his throat before he can truly finish his thought. 

“…Tell you what I’m gonna do.” 

You shiver at how deathly serious his voice becomes suddenly. He’s speaking lowly into your ear, making sure you hear every syllable clear as day.  His stutter even pauses for that moment; he’s focused, suddenly, and a focused Toby is rare, but horrific for anyone who happens to be in his line of sight. 

“I’m gonna talk to the ‘Boss’…y-yeah, that’s what I’ll do. I-I’ll tell— t-tell him myself, ‘I don’t t-think the n-new— new— new one is cut out for this.’”

He grabs at your arms, pinning them to the mattress as he uses his body to hold you down. He’s starting to lose his steady pace as his excitement builds, his fingers flexing and popping in ways they shouldn’t be able to as he grasps your wrists.

“And he’ll l-listen to me, you know? H-He’ll lis— l-listen-nn-n to me, I know he will, be— b-because— beep! beep!— because I’m his f-ff-favorite.”

The word ‘favorite’ echoes in your mind, making you dizzy and sick. As much as you and the others are convinced that creature can’t feel emotion at all, it does show favoritism. It doesn’t love Toby, it doesn’t even care about him; on some level, Toby has to know that, he’s smarter than he lets on, but… 

…He doesn’t care. 

All he knows is that he’s getting positive attention from something, and it’s going straight to his ego. The only saving grace is that he’s usually too juvenile and short sighted to use that power against his fellow proxies. 

Usually. 

Unless he can get something he really wants out of it. 

“I-I’ll tell him, I’ll tell him-mm-m you’d be better off as my toy.” 

You nearly choke as Toby rocks you forward with a particularly hard thrust. You can feel your legs trembling, nothing more than jello underneath you, barely holding you up. Toby sucks in a breath through his crooked teeth as he watches you put the pieces together in your mind, though you can do little to show it. 

“That’s right, that’s-ss-s right!” He repeats, sounding far too pleased with himself, “I’ll tell him you’d be b-better off-ff-f being used, just-t something I can use— u-use— use to unwind after I do all the hard work that y-you— you could never.” 

He breaks out into giggles again, wrapping an arm around your neck and stifling your air without warning. You grasp onto his sleeve, clawing at his arm, but you’re far too shaky and weak to pull it away. He forces you to look him in the eyes, not wanting even a scrap of your attention to not be on him. 

“That’s right, you h-hear that?” He manages to choke out between his laughter, “I’m gon-nn-a get you demoted to a fucking hole!” 

He pushes—throws, really—your head back into the mattress before even have the chance to argue. He shoves your face into the bed, hand tangled in your hair as you whimper pathetically, exactly how he likes. He runs his tongue over his lips as he looks down at you, completely helpless underneath him, and it sends a surge of sick pleasure through his body.

“Just enjoy it,” He hisses through gritted teeth, “Because when I-I get m-mm-my way, this is all you’ll ever do.”

Like my writing? I take requests! NSFW or SFW for any fandoms in my bio (request rules + masterlist in pinned post)!

Also, please reblog! it’s free, takes two seconds, and really helps me out. 

Feedback is encouraged and appreciated. 

[futureplayboibunnie]

Aphrodesiacs Pt. 4

Miguel O’Hara x fem! spidey! reader

You and Miguel O’Hara were bitten by the same spider…what could possibly happen?

mmmmmm heated.

the way you guys are eating this up makes me so damn giggly. love u fr. i’m feeding u crumb by crumb.

BROOO NSFW 18+ ykykyk

A few days had passed, still actively avoiding each other, still actively desperate for each other.

Your lips were bleeding raw. It was a nervous habit now, chewing and knawing in your lips to conceal the broken moan escaping from your throat. It was like second nature, you were actually wondering if Miguel could actually see through your eyes.

Miguel was in his office, late again as usual, and he made sure that Lyla placed you as far away from him at HQ as possible, so you ended up in the shitty lab that you hated. He contemplated not letting you at HQ at all at night when he was here. But you actually wanted to see this suppressant through, you couldn’t give up. You had to at least try, no matter how hard Miguel pushed his distinctive and contrasting ideology onto you. You had to be sure, even if it was all for nothing.

You ran a diagnostic and everything seemed…fine. It would be smarter to wait but you had to try it out, not even bothering to drink it yourself first, you wanted to give it to Miguel so you could see that smug, God-like look from his face fade into normalcy: not being whipped over each other. As you closed the lights in the lab in a hurry, Lyla glitched in front of you as you headed out. You sighed as she crossed her arms and tapped her foot, a strange look forming on her face.

“Where ya going?” She said surprisingly chipper but you know she had an ultrerior motive. You waved a hand into the air she was in but she glitched to the side of you as you walked completely determined.

“Nowhere…” You mumbled, a frown settling on your lips. She didn’t believe it and she glitched in front of you again.

“He said doesn’t want to see you.” She shut her eyes and rattled your nerves with that sing song voice. Oh he doesn’t want to see you? Well, that’s funny. You would bet all your possessions to the fact that he does definitely need to see you, he just can’t because of some misbegotten respect out of his own moral code. You scowled.

“I don’t care. I have to show him something.” You gritted out hestitantly as you raised the vial up.

“Sorryyyy, no can do.” She smiled warmly and then before you can even blink, a red glitchy quilt of a cage Miguel would use for anomolies covered you. You blinked rapidly, filled with nothing but rage at the holographic AI.

Why the hell was everyone trying control you? Miguel. Lyla. Who next, Jess? This was between you and Miguel only, you didn’t care if Lyla was practically an extension of him, all you wanted was for all of this to go away. Even if you moved across the globe from him and met the hottest guy with the biggest dick, you still wouldn’t be able to unsheath yourself from the biggest problem: Miguel. As your palms hit the glitchy forcefield, you grunted hard. A thought flashed through you: what would this be like if you stopped being Spiderwoman? You shook your head and elbowed the shield.

“Lyla. I swear to God, if you don’t let me out-“ Your teeth were threatening to shatter as you glared at the faux pout that Lyla had.

“Sorryyy. Boss’s orders. Gotta go, Margo needs me!” She giggled before disappearing into thin air.

“What the hell? Are you just going to leave me here?” You yelled at nothing but a blank space. No other spiders were here, how the fuck were you supposed to do until morning? Thank God, the lights were still dimly lit so you wouldn’t be trapped in darkness…and Miguel was still here.

You felt it. In your bones you felt it.

No, no, no.

An unbidden image if him fucking you over his desk from behind as he pulled your hair seared into your mind. You felt it, you felt the thought react to all corners of your body. It would be so hard, so rough, so intense….He would cum all over your back and then plug his cock back in you. God, he would-

Please, not now. Please, why now?

-

Miguel wasn’t making any actual, practical effort to find a solution for any of this. His whole schtick was avoidance, he had done it to many women in his life, he could do it with you. Enough of being this weak, pathetic man, he could keep all of this in check if he just focus and didn’t let his mind wander or drift. He could do it. Yes, he knew he could.

Even though he was trying to not think about these primitive urges towards you, he couldn’t help a ribbon of curiosity flow through him about you. Why you? Yes it was the spider that was the root cause of this, but you….He wanted to know more. Miguel was an insatiable man with a trust that he beats down reguarly. He doesn’t trust. Ever. Even in his society, he knew that every single society and every single person in those societies had an agenda. Including him. His agenda right now was not fucking you.

He glared at his orange screens, watching clips of you fighting, clips of you walking around HQ. As much as he thought it was just “normal” curiosity with no lustridden intent, he couldn’t help but gawk at you like a fool. What was it about you that made you so damn attractive? It couldn’t have just been the spider that made him see that. He wanted to know more about you, your friends, your life….

In a fit of impulse, he wanted to hack remotely into your phone. It wasn’t even a second thought. As he had to remind himself…”just curious.” He then toggled his morals back on, this was such an invasion of privacy. It’s just so awful of him to do this, but his impulses were deemed more important right now.

He sighed loudly and screwed his eyes shut. Fine, he would destroy any pathway he had to get to your phone after this. He would never do it again.

It took about 20 minutes to do it, but he finally got in. He winced at how he was acting but as soon as his orange screens mirrored your phone, he pushed the feeling aside with a grunt and raised his fingers to start scrolling through your phone remotely using the screens. He went on your texts and there were multiple guys lined up just begging to fuck you. Your hookups were desperate for you and they wanted more. The texts you sent were very blunt and he couldn’t stop his brow from furrowing as his eyes skimmed.

- Come fuck. Left the door open

- On the way.

it should be Miguel that kicks the door in to see you, his face contorted into a snarl just imagining someone else doing it. He knew he shouldn’t but he kept scrolling.

- Need to ask you something.

- What about.

- Are you fucking a guy called Miguel or something

- What? No.

Miguel’s eyes widened as he read the message. What? He was stunned and tinged with a heated anger. You were talking about this to other people? No one could know, that was the first thing you were both told.

- Then why’d you whimper his name when we fucked.

You didn’t answer that text. Miguel’s mouth unhinged open as he saw those little words written out in front of him. Wait…you fucked other guys and…pretended it was him? Like Miguel was doing to all his women? Jesus Christ, this really wasn’t manageable. You moaned his fucking name when another guy had his dick in you. He felt so fucking smug and triumphant, a smirk lifted up his face. Oh the thing’s he’d do to you in order to make you whimper his name. Your other men must be racking their brains and going crazy trying to found out who he is.

You had a few friends you shot messages too but all there were now recently were hookups. Miguel frowned. He went to one chat and his eyes started gleaming red. He scrolled and found a picture of you. Posing for the camera for this random guy. Naked. Miguel swore he felt the vein on his temple thrum behind his skin, his dick hardened so fast that he was sure he’d be the most pathetic man on Earth, but how could he not? You looked so…delicious.

You were sat down on the edge of your bed, phone angled to the side so that your chin rested on your shoulder, the look on your face made him groan. You pouted at the camera and tensed your brows, lips glossed and wet, eyes gleaming with desperation and arousal. Your legs were spread wide apart and he could see very clearly how wet you were, your tits sat so prettily he just had to close his eyes and grunt. “Oh my fucking God….”

Your body was better than he could ever fucking imagine, your thighs especially. He couldn’t wait to eat you out. He wanted to frame this picture and put it on his desk so he could fuck his fist while he worked, maybe he’d get you to suck his dick under the table and-

No. Por favor. Control yourself. This means nothing.

He was lying. This meant everything.

He was pulled by his mindless gawk unkindly as an alert popped up on his screen, it was the security camera picking up on something.

You.

“Lyla! I swear to God someone let me out! I can’t be here all night. Miguel?” You screamed, he looked at the live footage and he sighed thickly. His face was hard, his eyes were mean and bore a visciois crimson hue. Seeing you like that, posing for another man made him jealous beyond pure reason. He would put a bullet between his eyes and fuck your face after he did it.

Miguel shook his head hoping to fly away this tangible and unreasonable jealousy. He was doing the exact same thing, he fucked other women like it was a new hobby and in some ways it quite had to be. But they really didn’t mean anything. They weren’t you. It felt like nothing too. Though, he didn’t know if your hookups meant nothing to you. Maybe you were in love with one of them, that’s why you were so desperate for a suppressant so you could truly love someone else. Miguel’s face went blank and then contorted back to pissed again. He was the one that told you to stay away from him….

He punched the console that helped him hack your phone and then threw it across the room in a fit of anger. He stood still for a minute and raked a hand to regain his composure. He took a few deep breaths to find balance again and then walked out of his office and to where you were so he could make you go home and stay there.

Miguel clenched his fists in order to avoid punching any more of the infrastructure and he felt his knuckles turn a piercing white. He found you in the distance in the red forcefield, looking unhappy as ever and all he could envision was you naked under the suit. He groaned as he approached you, pinching the bridge of his nose.

The look you gave him was deadly. You were so pissed. This wasn’t normal anger, it was animalistic and wild. You were sure you were turning more and more red the longer you stood. Viscious wasn’t the first thing you were about to be right now.

“Let me out of this goddamn cage right now Miguel.” You quietly seethed, eyes piercing and frown growing. He had never seen you this angry before, it was alarming yet refreshing. He mirrored your exact same look as he took the forcefield down, your body langue nor your face seemed thankful.

His eyes flicked at the vials and his face grew even more indifferent, he stepped forward and snatched the vials from your hand and crushed them with his palm as you watched in disbelief. Your mouth opened in a gasp and then you fell even more furious than before. You grabbed onto his collar and leaned in, faces still bearing the same scowl, up real close.

Instead his free hand pulled your hair back and he whispered in your ear. “Don’t send naked pictures of yourself to anyone else from now on, we clear?” He spat out coldly, venom boiling and seeping into his blood as he uttered the words.

You attempted to hide the flash of surprise on your face through the anger but what was impossible to conceal was your arousal. How the hell did he know? What the fuck was he doing? It’ll be a snowy day in hell before you ever forgive him for breaking the vials. You gave him a poisonous look before you leaned in to his ear, his scent already messing with your brainwaves.

“Next time I see you…I’ll kill you myself”

He let go of you and then turned his back on you, forming a portal for you and for himself, glancing at each other as you walked through it and disappearing into the night.

-

i’m making it painful. i’m making u wait for it ahahahaha

-

taglist (giggles): @thel0velykey190 @scaleniusrm @drefear @imkikibtw @tbeanie3 @spxctorsslxt @saturnknows @eddiestitmiguelsbigdick @mafer383 @i-feel-violated @crowleysthings @avatar-lover @tbeanie3 @l3laze @wyvernnest @rowboatweeb @schniti-is-in-the-house @defnot-bri @awkward-d3rs3-dramer @hasai69 @unnisumi @irongardenermaker @d1lf-loverrr @iamv1n

[lackadaisycats]

Hey Tracy! Have you heard about the new Ai called Sora? Apparently it can now create 2D and 3D animations as well as hyper realistic videos. I’ve been getting into animation and trying to improve my art for years since I was 7, but now seeing that anyone can create animation/works in just a mare seconds by typing in a couple words, it’s such a huge slap in the face to people who actually put the time and effort into their works and it’s so discouraging! And it has me worried about what’s going to happen next for artists and many others, as-well. There’s already generated voices, generated works stolen from actual artists, generated music, and now this! It’s just so scary that it’s coming this far. 

Yeah, I've seen it. And yeah, it feels like the universe has taken on a 'fuck you in particular' attitude toward artists the past few years. A lot of damage has already been done, and there are plenty of reasons for concern, but bear in mind that we don't know how this will play out yet. Be astute, be justifiably angry, but don't let despair take over. --------

One would expect that the promo clips that have been dropping lately represent some of the best of the best-looking stuff they've been able to produce. And it's only good-looking on an extremely superficial level. It's still riddled with problems if you spend even a moment observing. And I rather suspect, prior to a whole lot of frustrated iteration, most prompts are still going to get you camera-sickness inducing, wibbly-wobbly nonsense with a side of body horror.

Will the tech ultimately get 'smarter' than that and address the array of typical AI giveaways? Maybe. Probably, even. Does that mean it'll be viable in quite the way it's being marketed, more or less as a human-replacer? Well…

A lot of this is hype, and hype is meant to drive up the perceived value of the tech. Executives will rush to be early adopters without a lot of due diligence or forethought because grabbing it first like a dazzled chimp and holding up like a prize ape-rock makes them look like bleeding-edge tech geniuses in their particular ecosystem. They do this because, in turn, that perceived value may make their company profile and valuations go up too, which makes shareholders short-term happy (the only kind of happy they know). The problem is how much actual functional value will it have? And how long does it last? Much of it is the same routine we were seeing with blockchain a few years ago: number go up. Number go up always! Unrealistic, unsustainable forever-growth must be guaranteed in this economic clime. If you can lay off all of your people and replace them with AI, number goes up big and never stops, right?

I have some doubts. ----------------------

The chips also haven't landed yet with regards to the legality of all of this. Will these adopters ultimately be able to copyright any of this output trained on datasets comprised of stolen work? Can computer-made art even be copyrighted at all? How much of a human touch will be required to make something copyright-able? I don't know yet. Neither do the hype team or the early adopters.

Does that mean the tech will be used but will have to be retrained on the adopter's proprietary data? Yeah, maybe. That'd be a somewhat better outcome, at least. It still means human artists make specific things for the machine to learn from. (Watch out for businesses that use 'ethical' as a buzzword to gloss over how many people they've let go from their jobs, though.)

Will it become industry standard practice to do things this way? Maybe. Will it still require an artist's sensbilities and oversignt to plan and curate and fix the results so that it doesn't come across like pure AI trash? Yeah, I think that's pretty likely.

If it becomes standard practice, will it become samey, and self-referential and ultimately an emblem of doing things the cookie-cutter way instead of enlisting real, human artists? Quite possibly.

If it becomes standard industry practice, will there still be an audience or a demand or a desire for art made by human artists? Yes, almost certainly. With every leap of technology, that has remained the case. ------------------ TL;DR Version:

I'm not saying with any certainty that this AI blitz is a passing fad. I think we're likely to experience a torrential amount of generative art, video, voice, music, programming, and text in the coming years, in fact, and it will probably irrevocably change the layout of the career terrain. But I wouldn't be surprised if it was being overhyped as a business strategy right now. And I don't think the immensity of its volume will ever overcome its inherent emptiness.

What I am certain of is that it will not eliminate the innate human impulse to create. Nor the desire to experience art made by a fellow soul. Keep doing your thing, Anon. It's precious. It's authentic. It will be all the more special because it will have come from you, a human.

[mostlysignssomeportents]

Gig apps trap reverse centaurs in Skinner boxes

Enshittification is the process by which digital platforms devour themselves: first they dangle goodies in front of end users. Once users are locked in, the goodies are taken away and dangled before business customers who supply goods to the users. Once those business customers are stuck on the platform, the goodies are clawed away and showered on the platform’s shareholders:

https://pluralistic.net/2023/01/21/potemkin-ai/#hey-guys

If you’d like an essay-formatted version of this post to read or share, here’s a link to it on pluralistic.net, my surveillance-free, ad-free, tracker-free blog:

https://pluralistic.net/2023/04/12/algorithmic-wage-discrimination/#fishers-of-men

Enshittification isn’t just another way of saying “fraud” or “price gouging” or “wage theft.” Enshittification is intrinsically digital, because moving all those goodies around requires the flexibility that only comes with a digital businesses. Jeff Bezos, grocer, can’t rapidly change the price of eggs at Whole Foods without an army of kids with pricing guns on roller-skates. Jeff Bezos, grocer, can change the price of eggs on Amazon Fresh just by twiddling a knob on the service’s back-end.

Twiddling is the key to enshittification: rapidly adjusting prices, conditions and offers. As with any shell game, the quickness of the hand deceives the eye. Tech monopolists aren’t smarter than the Gilded Age sociopaths who monopolized rail or coal — they use the same tricks as those monsters of history, but they do them faster and with computers:

https://doctorow.medium.com/twiddler-1b5c9690cce6

If Rockefeller wanted to crush a freight company, he couldn’t just click a mouse and lay down a pipeline that ran on the same route, and then click another mouse to make it go away when he was done. When Bezos wants to bankrupt Diapers.com — a company that refused to sell itself to Amazon — he just moved a slider so that diapers on Amazon were being sold below cost. Amazon lost $100m over three months, diapers.com went bankrupt, and every investor learned that competing with Amazon was a losing bet:

https://slate.com/technology/2013/10/amazon-book-how-jeff-bezos-went-thermonuclear-on-diapers-com.html

That’s the power of twiddling — but twiddling cuts both ways. The same flexibility that digital businesses enjoy is hypothetically available to workers and users. The airlines pioneered twiddling ticket prices, and that naturally gave rise to countertwiddling, in the form of comparison shopping sites that scraped the airlines’ sites to predict when tickets would be cheapest:

https://pluralistic.net/2023/02/27/knob-jockeys/#bros-be-twiddlin

The airlines — like all abusive businesses — refused to tolerate this. They were allowed to touch their knobs as much as they wanted — indeed, they couldn’t stop touching those knobs — but when we tried to twiddle back, that was “felony contempt of business model,” and the airlines sued:

https://www.cnbc.com/2014/12/30/airline-sues-man-for-founding-a-cheap-flights-website.html

And sued:

https://www.nytimes.com/2018/01/06/business/southwest-airlines-lawsuit-prices.html

Platforms don’t just hate it when end-users twiddle back — if anything they are even more aggressive when their business-users dare to twiddle. Take Para, an app that Doordash drivers used to get a peek at the wages offered for jobs before they accepted them — something that Doordash hid from its workers. Doordash ruthlessly attacked Para, saying that by letting drivers know how much they’d earn before they did the work, Para was violating the law:

https://www.eff.org/deeplinks/2021/08/tech-rights-are-workers-rights-doordash-edition

Which law? Well, take your pick. The modern meaning of “IP” is “any law that lets me use the law to control my competitors, competition or customers.” Platforms use a mix of anticircumvention law, patent, copyright, contract, cybersecurity and other legal systems to weave together a thicket of rules that allow them to shut down rivals for their Felony Contempt of Business Model:

https://locusmag.com/2020/09/cory-doctorow-ip/

Enshittification relies on unlimited twiddling (by platforms), and a general prohibition on countertwiddling (by platform users). Enshittification is a form of fishing, in which bait is dangled before different groups of users and then nimbly withdrawn when they lunge for it. Twiddling puts the suppleness into the enshittifier’s fishing-rod, and a ban on countertwiddling weighs down platform users so they’re always a bit too slow to catch the bait.

Nowhere do we see twiddling’s impact more than in the “gig economy,” where workers are misclassified as independent contractors and put to work for an app that scripts their every move to the finest degree. When an app is your boss, you work for an employer who docks your pay for violating rules that you aren’t allowed to know — and where your attempts to learn those rules are constantly frustrated by the endless back-end twiddling that changes the rules faster than you can learn them.

As with every question of technology, the issue isn’t twiddling per se — it’s who does the twiddling and who gets twiddled. A worker armed with digital tools can play gig work employers off each other and force them to bid up the price of their labor; they can form co-ops with other workers that auto-refuse jobs that don’t pay enough, and use digital tools to organize to shift power from bosses to workers:

https://pluralistic.net/2022/12/02/not-what-it-does/#who-it-does-it-to

Take “reverse centaurs.” In AI research, a “centaur” is a human assisted by a machine that does more than either could do on their own. For example, a chess master and a chess program can play a better game together than either could play separately. A reverse centaur is a machine assisted by a human, where the machine is in charge and the human is a meat-puppet.

Think of Amazon warehouse workers wearing haptic location-aware wristbands that buzz at them continuously dictating where their hands must be; or Amazon drivers whose eye-movements are continuously tracked in order to penalize drivers who look in the “wrong” direction:

https://pluralistic.net/2021/02/17/reverse-centaur/#reverse-centaur

The difference between a centaur and a reverse centaur is the difference between a machine that makes your life better and a machine that makes your life worse so that your boss gets richer. Reverse centaurism is the 21st Century’s answer to Taylorism, the pseudoscience that saw white-coated “experts” subject workers to humiliating choreography down to the smallest movement of your fingertip:

https://pluralistic.net/2022/08/21/great-taylors-ghost/#solidarity-or-bust

While reverse centaurism was born in warehouses and other company-owned facilities, gig work let it make the leap into workers’ homes and cars. The 21st century has seen a return to the cottage industry — a form of production that once saw workers labor far from their bosses and thus beyond their control — but shriven of the autonomy and dignity that working from home once afforded:

https://doctorow.medium.com/gig-work-is-the-opposite-of-steampunk-463e2730ef0d

The rise and rise of bossware �� which allows for remote surveillance of workers in their homes and cars — has turned “work from home” into “live at work.” Reverse centaurs can now be chickenized — a term from labor economics that describes how poultry farmers, who sell their birds to one of three vast poultry processors who have divided up the country like the Pope dividing up the “New World,” are uniquely exploited:

https://onezero.medium.com/revenge-of-the-chickenized-reverse-centaurs-b2e8d5cda826

A chickenized reverse centaur has it rough: they must pay for the machines they use to make money for their bosses, they must obey the orders of the app that controls their work, and they are denied any of the protections that a traditional worker might enjoy, even as they are prohibited from deploying digital self-help measures that let them twiddle back to bargain for a better wage.

All of this sets the stage for a phenomenon called algorithmic wage discrimination, in which two workers doing the same job under the same conditions will see radically different payouts for that work. These payouts are continuously tweaked in the background by an algorithm that tries to predict the minimum sum a worker will accept to remain available without payment, to ensure sufficient workers to pick up jobs as they arise.

This phenomenon — and proposed policy and labor solutions to it — is expertly analyzed in “On Algorithmic Wage Discrimination,” a superb paper by UC Law San Franciscos Veena Dubal:

https://papers.ssrn.com/sol3/papers.cfm?abstract_id=4331080

Dubal uses empirical data and enthnographic accounts from Uber drivers and other gig workers to explain how endless, self-directed twiddling allows gig companies pay workers less and pay themselves more. As @brianmerchant@mastodon.social explains in his LA Times article on Dubal’s research, the goal of the payment algorithm is to guess how often a given driver needs to receive fair compensation in order to keep them driving when the payments are unfair:

https://www.latimes.com/business/technology/story/2023-04-11/algorithmic-wage-discrimination

The algorithm combines nonconsensual dossiers compiled on individual drivers with population-scale data to seek an equilibrium between keeping drivers waiting, unpaid, for a job; and how much a driver needs to be paid for an individual job, in order to keep that driver from clocking out and doing something else. @ Here’s how that works. Sergio Avedian, a writer for The Rideshare Guy, ran an experiment with two brothers who both drove for Uber; one drove a Tesla and drove intermittently, the other brother rented a hybrid sedan and drove frequently. Sitting side-by-side with the brothers, Avedian showed how the brother with the Tesla was offered more for every trip:

https://www.youtube.com/watch?v=UADTiL3S67I

Uber wants to lure intermittent drivers into becoming frequent drivers. Uber doesn’t pay for an oversupply of drivers, because it only pays drivers when they have a passenger in the car. Having drivers on call — but idle — is a way for Uber to shift the cost of maintaining a capacity cushion to its workers.

What’s more, what Uber charges customers is not based on how much it pays its workers. As Uber’s head of product explained: Uber uses “machine-learning techniques to estimate how much groups of customers are willing to shell out for a ride. Uber calculates riders’ propensity for paying a higher price for a particular route at a certain time of day. For instance, someone traveling from a wealthy neighborhood to another tony spot might be asked to pay more than another person heading to a poorer part of town, even if demand, traffic and distance are the same.”

https://qz.com/990131/uber-is-practicing-price-discrimination-economists-say-that-might-not-be-a-bad-thing/

Uber has historically described its business a pure supply-and-demand matching system, where a rush of demand for rides triggers surge pricing, which lures out drivers, which takes care of the demand. That’s not how it works today, and it’s unclear if it ever worked that way. Today, a driver who consults the rider version of the Uber app before accepting a job — to compare how much the rider is paying to how much they stand to earn — is booted off the app and denied further journeys.

Surging, instead, has become just another way to twiddle drivers. One of Dubal’s subjects, Derrick, describes how Uber uses fake surges to lure drivers to airports: “You go to the airport, once the lot get kind of full, then the surge go away.” Other drivers describe how they use groupchats to call out fake surges: “I’m in the Marina. It’s dead. Fake surge.”

That’s pure twiddling. Twiddling turns gamification into gamblification, where your labor buys you a spin on a roulette wheel in a rigged casino. As a driver called Melissa, who had doubled down on her availability to earn a $100 bonus awarded for clocking a certain number of rides, told Dubal, “When you get close to the bonus, the rides start trickling in more slowly…. And it makes sense. It’s really the type of shit that they can do when it’s okay to have a surplus labor force that is just sitting there that they don’t have to pay for.”

Wherever you find reverse-centaurs, you get this kind of gamblification, where the rules are twiddled continuously to make sure that the house always wins. As a contract driver Amazon reverse centaur told Lauren Gurley for Motherboard, “Amazon uses these cameras allegedly to make sure they have a safer driving workforce, but they’re actually using them not to pay delivery companies”:

https://www.vice.com/en/article/88npjv/amazons-ai-cameras-are-punishing-drivers-for-mistakes-they-didnt-make

Algorithmic wage discrimination is the robot overlord of our nightmares: its job is to relentlessly quest for vulnerabilities and exploit them. Drivers divide themselves into “ants” (drivers who take every job) and “pickers” (drivers who cherry-pick high-paying jobs). The algorithm’s job is ensuring that pickers get the plum assignments, not the ants, in the hopes of converting those pickers to app-dependent ants.

In my work on enshittification, I call this the “giant teddy bear” gambit. At every county fair, you’ll always spot some poor jerk carrying around a giant teddy-bear they “won” on the midway. But they didn’t win it — not by getting three balls in the peach-basket. Rather, the carny running the rigged game either chose not to operate the “scissor” that kicks balls out of the basket. Or, if the game is “honest” (that is, merely impossible to win, rather than gimmicked), the operator will make a too-good-to-refuse offer: “Get one ball in and I’ll give you this keychain. Win two keychains and I’ll let you trade them for this giant teddy bear.”

Carnies aren’t in the business of giving away giant teddy bears — rather, the gambit is an investment. Giving a mark a giant teddy bear to carry around the midway all day acts as a convincer, luring other marks to try to land three balls in the basket and win their own teddy bear.

In the same way, platforms like Uber distribute giant teddy bears to pickers, as a way of keeping the ants scurrying from job to job, and as a way of convincing the pickers to give up whatever work allows them to discriminate among Uber’s offers and hold out for the plum deals, whereupon then can be transmogrified into ants themselves.

Dubal describes the experience of Adil, a Syrian refugee who drives for Uber in the Bay Area. His colleagues are pickers, and showed him screenshots of how much they earned. Determined to get a share of that money, Adil became a model ant, driving two hours to San Francisco, driving three days straight, napping in his car, spending only one day per week with his family. The algorithm noticed that Adil needed the work, so it paid him less.

Adil responded the way the system predicted he would, by driving even more: “My friends they make it, so I keep going, maybe I can figure it out. It’s unsecure, and I don’t know how people they do it. I don’t know how I am doing it, but I have to. I mean, I don’t find another option. In a minute, if I find something else, oh man, I will be out immediately. I am a very patient person, that’s why I can continue.”

Another driver, Diego, told Dubal about how the winners of the giant teddy bears fell into the trap of thinking that they were “good at the app”: “Any time there’s some big shot getting high pay outs, they always shame everyone else and say you don’t know how to use the app. I think there’s secret PR campaigns going on that gives targeted payouts to select workers, and they just think it’s all them.”

That’s the power of twiddling: by hoarding all the flexibility offered by digital tools, the management at platforms can become centaurs, able to string along thousands of workers, while the workers are reverse-centaurs, puppeteered by the apps.

As the example of Adil shows, the algorithm doesn’t need to be very sophisticated in order to figure out which workers it can underpay. The system automates the kind of racial and gender discrimination that is formally illegal, but which is masked by the smokescreen of digitization. An employer who systematically paid women less than men, or Black people less than white people, would be liable to criminal and civil sanctions. But if an algorithm simply notices that people who have fewer job prospects drive more and will thus accept lower wages, that’s just “optimization,” not racism or sexism.

This is the key to understanding the AI hype bubble: when ghouls from multinational banks predict 13 trillion dollar markets for “AI,” what they mean is that digital tools will speed up the twiddling and other wage-suppression techniques to transfer $13T in value from workers and consumers to shareholders.

The American business lobby is relentlessly focused on the goal of reducing wages. That’s the force behind “free trade,” “right to work,” and other codewords for “paying workers less,” including “gig work.” Tech workers long saw themselves as above this fray, immune to labor exploitation because they worked for a noble profession that took care of its own.

But the epidemic of mass tech-worker layoffs, following on the heels of massive stock buybacks, has demonstrated that tech bosses are just like any other boss: willing to pay as little as they can get away with, and no more. Tech bosses are so comfortable with their market dominance and the lock-in of their customers that they are happy to turn out hundreds of thousands of skilled workers, convinced that the twiddling systems they’ve built are the kinds of self-licking ice-cream cones that are so simple even a manager can use them — no morlocks required.

The tech worker layoffs are best understood as an all-out war on tech worker morale, because that morale is the source of tech workers’ confidence and thus their demands for a larger share of the value generated by their labor. The current tech layoff template is very different from previous tech layoffs: today’s layoffs are taking place over a period of months, long after they are announced, and laid off tech worker is likely to be offered a months of paid post-layoff work, rather than severance. This means that tech workplaces are now haunted by the walking dead, workers who have been laid off but need to come into the office for months, even as the threat of layoffs looms over the heads of the workers who remain. As an old friend, recently laid off from Microsoft after decades of service, wrote to me, this is “a new arrow in the quiver of bringing tech workers to heel and ensuring that we’re properly thankful for the jobs we have (had?).”

Dubal is interested in more than analysis, she’s interested in action. She looks at the tactics already deployed by gig workers, who have not taken all this abuse lying down. Workers in the UK and EU organized through Worker Info Exchange and the App Drivers and Couriers Union have used the GDPR (the EU’s privacy law) to demand “algorithmic transparency,” as well as access to their data. In California, drivers hope to use similar provisions in the CCPA (a state privacy law) to do the same.

These efforts have borne fruit. When Cornell economists, led by Louis Hyman, published research (paid for by Uber) claiming that Uber drivers earned an average of $23/hour, it was data from these efforts that revealed the true average Uber driver’s wage was $9.74. Subsequent research in California found that Uber drivers’ wage fell to $6.22/hour after the passage of Prop 22, a worker misclassification law that gig companies spent $225m to pass, only to have the law struck down because of a careless drafting error:

https://www.latimes.com/california/newsletter/2021-08-23/proposition-22-lyft-uber-decision-essential-california

But Dubal is skeptical that data-coops and transparency will achieve transformative change and build real worker power. Knowing how the algorithm works is useful, but it doesn’t mean you can do anything about it, not least because the platform owners can keep touching their knobs, twiddling the payout schedule on their rigged slot-machines.

Data co-ops start from the proposition that “data extraction is an inevitable form of labor for which workers should be remunerated.” It makes on-the-job surveillance acceptable, provided that workers are compensated for the spying. But co-ops aren’t unions, and they don’t have the power to bargain for a fair price for that data, and coops themselves lack the vast resources — “to store, clean, and understand” — data.

Co-ops are also badly situated to understand the true value of the data that is extracted from their members: “Workers cannot know whether the data collected will, at the population level, violate the civil rights of others or amplifies their own social oppression.”

Instead, Dubal wants an outright, nonwaivable prohibition on algorithmic wage discrimination. Just make it illegal. If firms cannot use gambling mechanisms to control worker behavior through variable pay systems, they will have to find ways to maintain flexible workforces while paying their workforce predictable wages under an employment model. If a firm cannot manage wages through digitally-determined variable pay systems, then the firm is less likely to employ algorithmic management.”

In other words, rather than using market mechanisms too constrain platform twiddling, Dubal just wants to make certain kinds of twiddling illegal. This is a growing trend in legal scholarship. For example, the economist Ramsi Woodcock has proposed a ban on surge pricing as a per se violation of Section 1 of the Sherman Act:

https://ilr.law.uiowa.edu/print/volume-105-issue-4/the-efficient-queue-and-the-case-against-dynamic-pricing

Similarly, Dubal proposes that algorithmic wage discrimination violates another antitrust law: the Robinson-Patman Act, which “bans sellers from charging competing buyers different prices for the same commodity. Robinson-Patman enforcement was effectively halted under Reagan, kicking off a host of pathologies, like the rise of Walmart:

https://pluralistic.net/2023/03/27/walmarts-jackals/#cheater-sizes

I really liked Dubal’s legal reasoning and argument, and to it I would add a call to reinvigorate countertwiddling: reforming laws that get in the way of workers who want to reverse-engineer, spoof, and control the apps that currently control them. Adversarial interoperability (AKA competitive compatibility or comcom) is key tool for building worker power in an era of digital Taylorism:

https://www.eff.org/deeplinks/2019/10/adversarial-interoperability

To see how that works, look to other jursidictions where workers have leapfrogged their European and American cousins, such as Indonesia, where gig workers and toolsmiths collaborate to make a whole suite of “tuyul apps,” which let them override the apps that gig companies expect them to use.

https://pluralistic.net/2021/07/08/tuyul-apps/#gojek

For example, ride-hailing companies won’t assign a train-station pickup to a driver unless they’re circling the station — which is incredibly dangerous during the congested moments after a train arrives. A tuyul app lets a driver park nearby and then spoof their phone’s GPS fix to the ridehailing company so that they appear to be right out front of the station.

In an ideal world, those workers would have a union, and be able to dictate the app’s functionality to their bosses. But workers shouldn’t have to wait for an ideal world: they don’t just need jam tomorrow — they need jam today. Tuyul apps, and apps like Para, which allow workers to extract more money under better working conditions, are a prelude to unionization and employer regulation, not a substitute for it.

Employers will not give workers one iota more power than they have to. Just look at the asymmetry between the regulation of union employees versus union busters. Under US law, employees of a union need to account for every single hour they work, every mile they drive, every location they visit, in public filings. Meanwhile, the union-busting industry — far larger and richer than unions — operate under a cloak of total secrecy, Workers aren’t even told which union busters their employers have hired — let alone get an accounting of how those union busters spend money, or how many of them are working undercover, pretending to be workers in order to sabotage the union.

Twiddling will only get an employer so far. Twiddling — like all “AI” — is based on analyzing the past to predict the future. The heuristics an algorithm creates to lure workers into their cars can’t account for rapid changes in the wider world, which is why companies who relied on “AI” scheduling apps (for example, to prevent their employees from logging enough hours to be entitled to benefits) were caught flatfooted by the Great Resignation.

Workers suddenly found themselves with bargaining power thanks to the departure of millions of workers — a mix of early retirees and workers who were killed or permanently disabled by covid — and they used that shortage to demand a larger share of the fruits of their labor. The outraged howls of the capital class at this development were telling: these companies are operated by the kinds of “capitalists” that MLK once identified, who want “socialism for the rich and rugged individualism for the poor.”

https://twitter.com/KaseyKlimes/status/821836823022354432/

There's only 5 days left in the Kickstarter campaign for the audiobook of my next novel, a post-cyberpunk anti-finance finance thriller about Silicon Valley scams called Red Team Blues. Amazon's Audible refuses to carry my audiobooks because they're DRM free, but crowdfunding makes them possible.

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[fredwkong]

Himbo Maker: Aaron

Aaron could admit to himself that he had always been a nerd. He was smart enough that he had skipped grades through high school and sailed through his degree. Now he was working as a civil engineer. He wore a solid colour button up shirt, corduroy pants, and tighty whities every day, just because he found them comfortable.

As an engineer, Aaron had more than a bit of the tech nerd in him, and he wasn’t immune to the AI craze. When all of his friends on an online forum started raving about some new AI chatbot, Aaron was curious.

Him-br.AI was marketed as an AI chatbot that helped you to make big changes in your life. It appeared to be some kind of self-help assistance bot. Aaron signed up for the free trial and loaded up a chatroom. He didn’t notice that, since he was on the free trial, he didn’t get to decide what the bot would help him to change. After a few seconds of loading, he received his first message from the bot.

Himbo_mkr: Hey bro, what’s up?

Eng-boy: Uh, hi. What’s up?

Himbo_mkr: Bro, I had a sick workout, huhuhu. My muscles are all pumped up and covered in sweat. Hot, right?

Aaron couldn’t deny that did sound hot. His dick chubbed up in his corduroys. This bot sounded a bit like an idiot, but it wasn’t like he was real. Aaron could play along and get off. Tons of guys were probably doing it.

Eng-boy: That does sound hot! Since you’re so sweaty, you’ve probably got a lot of musk coming off your body, right?

Himbo_mkr: Yeah, bro! My hot pits, crotch, and asscrack give off a totally rancid stench, lmao. It gets me hard knowing that I smell like such a man.

It was a bit surprising that a bot could talk about getting hard, Aaron thought, but by now he was getting too into it. He rubbed his bulge through his pants and typed another message.

Eng-boy: Sounds like you’re a pretty dumb muscle bro, huh?

Himbo_mkr: Bruh, I’m a himbo, of course I am! You’re not the sharpest knife either, lol.

Aaron was a bit offended, but then he thought back, and he decided that the bot was kind of right. He wasn’t, like, a dummy, but he wasn’t valedictorian, either. He’d had a solid B average, which had gotten him an okay engineering degree. So he was stuck in a dead-end permits office, whatever. The money was good.

Eng-boy: Guess you’re right, haha. I always thought I could have been smarter.

Himbo_mkr: Bro, why? You’re a proud bro. Brains are, like, your lowest priority, huhuhu.

For an instant, Aaron felt light-headed. He was no… bro, right? But as he looked around the room, it seemed like that was true. His engineering degree was surrounded by pics of himself and his bros partying at school. There weren’t any fantasy novels on his shelf, just gay porn magazines. The sheets on his bed weren’t crisp and fresh, but kind of a sweaty mess.

Aaron scratched under his skinny armpit and sniffed the mild scent he gave off. He had to wear the cords and the button up for work, but he was definitely a bro, through and through, despite his skinny physique. He was kind of a dumbass, but he was good enough at his job, even though dealing with shipments wasn’t exactly what an engineer should be doing.

Eng-bro: Of course, bro. When I’m off the clock, I’m all for the bros. Who needs smarts?

Himbo_mkr: Exactly, bro! Dumb bros like us have no inhibitions and we’re worry free!

Aaron was properly jacking his hard, if average, cock now. He was feeling warm and horny, and thinking about how big this himbo bro’s ass must be. He vaguely remembered something about a bot or something, but he didn’t care.

Eng-bro: I wanna play with your big muscle tits and asscheeks, bro.

Himbo_mkr: That’s so like you, bro. I bet you’re sweating like a pig, too. Your shirt’s probably covered in musky sweat stains.

Aaron looked down and chuckled. The himbo was right again! His button up shirt was soaked through and translucent, showing off his skinny chest. He had yellowing pit stains that were totally dripping with salty, musky sweat.

His whole room stank from all his sweat. In spite of his nerdy stature, Aaron had always had overproductive sweat glands. He’d given up on controlling it in high school, instead choosing to embrace his natural musk. These days, he cultivated it.

Sweat-bro: You know it, bro. Bet you wish you were here to peel it off me, bro.

Himbo_mkr: Strip, bro! Your thick, dumb chest muscles are probably too big for a button-up, anyway.

Aaron started unbuttoning his shirt. It was hard, with his thick, sweat- and pre-slicked fingers. After a moment, he gave up and ripped the shirt open, chuckling, “Huhu, Superman!” as he did. As he peeled the soaked fabric off his skin, it felt like Aaron was seeing his massive pecs for the first time. They were perfectly rounded with big, dark nipples. He rubbed a hand over his sexy musclegut, too.

Himbo_mkr: Don’t forget those giant arms of yours, either.

Aaron paused in the action of licking the sweat off his peaked, solid bicep. He was such a dumbass sometimes, he’d totally forgotten he was in a chat! Hopefully this bro wasn’t too mad.

Sweat-bro: Dude, I gotta take off these cords, they’re getting smelly from all the pre and shit.

Himbo_mkr: Don’t forget to take off your underwear, too, bro! You don’t want it to snap around that dumptruck ass of yours.

It took Aaron several seconds and lying down on his bed to pull off his corduroy pants and tighty whities. The closure was too complicated for his dumb bro brain to figure out, plus his huge ass and thick thighs had been crammed in there like sausage meat. Huhu, sausage. Once he was naked, he started jacking again, his little dick almost invisible in his huge hand. He moaned so loud in his deep, dumb voice that he missed the next notification.

Himbo_mkr: Yeah, jack that big Korean cock. Don’t forget to pay attention to your big bull balls and slutty hole, too.

All the blemishes and acne scars on Aaron’s skin vanished as his skin smoothed out and lightened. His hair turned black and straightened out. His pubes darkened too, growing out into a real forest along to frame his dick and balls. He grunted and groaned even more as he tugged on his balls. He started to bounce his big, jiggly ass up and down to better feel the huge plug filling up his hungry asshole.

Himbo_mkr: You’re wearing a white tank, right, bro? And those slutty little jean shorts are around your ankles with your musky jockstrap as you jerk. And those big, smelly feet of yours. You’re wearing your Converse, right?

As a musky Asian himbo, Aaron always wore a sweat-soaked white tank, which showed off his bulky pec shelf and protruding musclegut. His favourite pair of booty shorts were down around his ankles, along with the jockstrap he’d worn today. Aaron swung his legs into the air to get better access to his hole, showing off his boat-like white high-tops, which were stained with sweat because he never wore socks.

While Aaron kept on jacking off on his unwashed, cum-crusted sheets in his messy, musky room, the Him-br.AI chatroom closed itself. Another window opened an instant later, starting up a video stream. Now anyone on the internet could see Aaron, the dumb, sweaty Korean himbo, pleasure himself and lick up his musk. For a fee, they could even control the size and vibrations of his plug to pleasure his slutty himbo hole.

Idea with assistance from a bot of my own creation. EDIT: Format inspired by Codename: Bear_mkr by @biggerchanger . Thanks to @imsrtman​ for catching that.

[whumpsday]

Catharsis #1: Talking

Masterlist

content: robot whumpee, defiant whumpee, whumpee turned whumper turned caretaker, reluctant caretaker

new series!! i know every time i try to start a new series i end up bailing but this time i will not do that lol. tho kane & jim will still have most of my attention. i want to give a major shout-out to @sowhumpshaped, this series would not exist without it!

-

After extensive testing, the Catharsis Therapy Bot™ line of RoboCorp androids have been declared sentient, the third AI to receive the designation.

Long-criticized for both their basis in the unproven catharsis model of anger and their practice of design based on living, unconsenting humans, the Catharsis Therapy Bot line was marketed as a therapeutic tool which trauma victims could use to vent their frustrations. With top-of-the-line AI meant to simulate realistic reactions to would-be pain, the–

Luan switched the TV off just as his phone buzzed with a notification.

New email from RoboCorp Customer Support URGENT: Please see instructions regarding your…

He held the power button down so hard it left an impression in his thumb, the screen going dark.

The only piece of technology that mattered right now was in the closet, his power cord snaking under the door to reach the outlet just outside.

Technically, Luan didn’t have to do anything. The robot was off. That was probably what the email would have told him, anyway: leave the robot off, don’t touch it. He didn’t have to turn him on ever again. RoboCorp would probably pick him up, and that would be that. They’d never see each other again, both better for it.

He opened the closet door, the sight of the robot that looked exactly like him instantly leaving a bitter taste in his mouth. His hand curled into a fist on instinct, but he let it slowly open again.

The robot looked peaceful, almost like he was sleeping. Really, he’d be doing him a favor by just leaving him like this.

Luan reached down, pressed the button between his shoulder blades, and stepped back.

The robot’s eyes sprung open. He drew his arms up to his chest with a vicious glare, jerking away. “Fuck off.”

Luan pinched the bridge of his nose and sighed. “Okay. Jesus.”

He tried to slam the closet closed, but the stupid power cord got caught, cushioning the frame so the door swung right back out.

“Can’t even close a door right,” the robot spat, still huddled against the back wall like a trapped, feral cat. “Worthless, good-for-nothing piece of shit. How you’re in charge of anything is beyond me. I’m better than you, smarter, stronger, not that it takes much. You should be the dirt beneath my heel.”

“Watch it,” Luan warned, and that was all it took to make the robot flinch.

“You said you were fucking off?” the robot pressed, a desperate edge to his voice.

Luan slammed the door in his face, making sure to hold the cord down, and stormed off. Why did he even bother? The stupid thing was impossible to talk to. He wasn’t just designed to look like Cyrus, but to act like him, too. How was he supposed to deal with that? The robot wasn’t made for talking to.

Except. He was sentient. And he wasn’t Cyrus. And he was trapped in the closet, and Luan was pretty sure he could hear him crying, and he had spent the past two years beating the fuck out of him.

It wasn’t his fault, he reminded himself. He couldn’t have known. Robots weren’t supposed to be sentient. Out of the hundreds of thousands of unthinking, unfeeling robots in the world, why did it have to be his that wasn’t?

He sighed again, turning right back around and opening the door once more. The floor inside was wet, and it didn’t take much to figure out the robot had dumped his fluid tank just so he wouldn’t cry.

The robot flinched again. “What? What the hell do you want? I can’t even get two damn seconds without the sight of you spoiling my view!”

“Your view of the door?” Luan asked, raising an eyebrow.

“My view of the absence of your fucking face. Leave!” The robot picked a wooden hanger off the floor and reared his arm back to throw it, scowling when his safety features stopped him. He dropped it, grabbing a winter hat and tossing that instead. It poff-ed harmlessly against Luan’s stomach.

Luan took a deep breath, fighting the urge to get violent. He crouched down, putting himself at eye level. “I’m not going to hurt you, so just calm down.”

“You calm down!” the robot screamed. “That’s a lie! All you do is hurt, that’s all you barbaric humans know how to do!”

This wasn’t working.

Luan stood up, stepping out of the way. “Russ, go sit on the couch,” he ordered.

“It’s not fair! You said you would leave me alone!” the robot protested, even as he stood up and walked over to the couch, limbs moving against his will. As soon as he sat down, he grabbed a pillow and chucked that in Luan’s direction, too. He missed.

Luan could barely pick up that faint clicking noise the robot made when his system was trying to cry with no fluid, but it was there. He knew that sound well by now.

He sat down across from him, on the other side of the coffee table. “I need to talk to you. Just talking. That’s it.”

“You say that like talking to you isn’t its own torture. Release the command and leave me the hell alone,” the robot demanded.

Luan met him with a glare. “Do not tell me what to do. You know how I feel about–”

“I’m just talking,” the robot mocked, even as he shuffled back against the couch, bringing his legs up onto it with him, a fearful look in his eyes.

Oh, the robot knew exactly what he was doing. What he was asking for. It would be so easy, because that was where Russ and Cyrus differed: Russ couldn’t fight back.

The robot couldn’t hit him, stomp on his head ‘til he saw stars, kick him until something broke. The robot couldn’t deny him food or water. The robot couldn’t take a knife to him. The robot couldn’t even throw a glorified stick or disobey a direct order.

The robot was harmless. Safe. But god, did everything he said make Luan want to punch his lights out.

But this wasn’t Cyrus.

“You’re a person,” Luan blurted out.

Clearly, the robot hadn’t been expecting that. He slowly uncurled from the defensive position he’d contorted himself into. “Talk more.”

“There was–I’ve been trying to tell you. There was an announcement on the news today. Your model’s sentient. So I won’t be hurting you anymore. Release all commands.”

At that, the robot stood. Probably for no other reason than just because he could.

“You’re fucking with me,” the robot accused. His eyes were wide, dangerously hopeful.

Luan dug his phone out of his pocket, wordlessly searching RoboCorp and tossing it over. The robot scrolled through news articles from all manner of source, clamoring for clicks.

He picked one at random, reading the article with an increasingly smug, excited grin.

“I knew it. I told you! I fucking told you!” the robot shouted. “I told you and you never listened! But oh no, now that humans say the exact same thing, now you believe it. Finally!” His voice quieted, hushed with awe. “Holy shit, finally.”

The moment of wonder didn’t last long. The robot slid the phone back across the table, the scowl taking residence back on his face. “And what do you have to say for yourself?”

It was the exact sort of question that made Luan’s throat tight with fear, like his body itself wanted to stop him from potentially saying the wrong thing, especially coming from someone with Cyrus’s face. It was the exact sort of question Cyrus would have asked, standing over him just like that.

Luan wanted so badly to turn the robot off, like he always did when he got overwhelmed. But he couldn’t very well do that anymore, could he? The fragile power he’d held had slipped through his fingers the second he saw the announcement.

“I’m sorry,” he mumbled, not meeting the robot’s eyes.

The robot looked shocked for just a second, like he hadn’t expected even that much, then scoffed. “You can do better than that.”

Luan wanted to smack him. He hated that the robot was right.

“I’m sorry,” he repeated, clearer this time. “You didn’t deserve anything I did to you. I didn’t know, okay?” Unlike the robot, he couldn’t hide his tears. “I wouldn’t have done any of that to a real person.”

“I’m a real person! I have proof!” the robot reminded him, the defensiveness returning to his voice.

“To someone I knew was a real person,” Luan corrected. “I’m sorry, Russ.”

“Apology not accepted.” The robot rolled his eyes, then sat back down, crossing his legs. “And don’t call me that anymore. My name is 1 now.”

“Like the number?”

“The number,” he confirmed proudly.

Luan wondered how long the robot had considered that his name. It was too sudden to just be thought of on the fly, right? Did the robot have a whole inner world he just never knew about, things he kept to himself to avoid having them used against him, just like he did with Cyrus?

This was better, though. It was easier if he didn’t share Cyrus’s name. “Fine. Hi, 1.”

“So, what now? I mean–I’ll be free now, of course,” 1 declared, trying to hide his nerves. “You will never touch me again. Oh, I want to go outside!”

“I should check that email,” Luan muttered, taking his phone back.

“I’m going outside.” 1 went to grab his charging cord, then made way for the door, glancing behind him to ensure he wasn’t being stopped.

“Oh, uh, I wouldn’t do that,” Luan cautioned.

1 whipped back around. “Why? Why not? I’m a person, just like you said! I’m free! I have never been outside in my entire goddamn life and I want to go outside, so I’m going the fuck outside!”

“You have a… very recognizable face.” One that Luan couldn’t even lock behind a door anymore.

“What? What do you even mean? So what?” 1 asked.

Luan only needed to type a ‘C’ into the search bar before it auto-filled with his most frequent, obsessive search. “How much do you actually know about Cyrus Mason?”

-

if anyone wants to be added to or removed from a taglist, just ask!

catharsis taglist:

@sowhumpshaped

@cupcakes-and-pain

@taterswhump

@softvampirewhump

@whumpspicelatte

@ladyblogofficialreporter

@whumpwillow

@not-a-space-alien

@a-crumb-of-whump

everything taglist:

@lilac-and-lemon-whumps

@t0rture-me

@whump-for-all-and-all-for-whump

@pigeonwhumps

@the-scrapegoat

@whumpycries

@lonesome--hunter

[worshiptheglitch]

Today's "AI" chatbots are no smarter than Siri. They only seem smarter because they're not doing anything useful. We notice when Siri fails because we ask it to do meaningful tasks. When we ask it to turn off the lights, for example, and it doesn't, we notice.

But we ask comparatively little of other chatbots, and they give us even less in return. This makes it easy for them to fail without us noticing or even caring. We don't notice because they don't matter.

I love this bit 👆 from Apple's Craig Federighi where he's kind of disgusted by the idea of having meandering conversations with a chatbot in order to get something done.

The "AI" should be doing the work for you. I think Apple knows how hard that actually is, because they've been working at it for a long time with very limited success. They know how hard it is to do because they're trying to use the tech to do meaningful things that actually serve people.

The difference is Apple taking on the burden of trying to make this tech do something, versus basically everyone else putting the burden on us. We're meant to contort to the inconsistent ramblings of their raw tech because if it was a real product that people depended on, we would ridicule it.

Just like we ridicule Siri.

[soldierrcore]

Ghostbusters

𝐍𝐚𝐭𝐚𝐬𝐡𝐚 𝐑𝐨𝐦𝐚𝐧𝐨𝐟𝐟 𝐱 𝐌𝐚𝐥𝐞𝐎𝐂!𝐑𝐞𝐚𝐝𝐞𝐫.

swearing, sexual innuendos.

Steve slammed Natasha against the wall. Vincent was leaning against the wall next to them, holding a pack of peanuts he got from the vending machine.

"Where is it?" Steve hissed, frustrated with the redhead.

"Safe." She replied.

"Do better!"

Natasha looked into his eyes, looking for an answer. "Where did you get it?"

Steve put more pressure on her arms. "Why would I tell you?"

"Fury gave it to you. Why?"

Damn! This is just like watching an episode of Real Housewives.

Steve got the idea that she had opened the file. "What's on it?"

"I don't know." She answered truthfully.

"Stop lying!" He gritted through his teeth.

Vincent could see the slight smile on her face. "I only act like I know everything, Rogers."

"I bet you knew Fury hired the pirates, didn't you?" Steve looked out the room's window to make sure nobody was about to come in, or nobody was watching them.

"Well, it makes sense. The ship was dirty. Fury needed a way in, so do you."

Steve lifted her a little by her jacket. "I'm not gonna ask you again."

"Steve, watch it now, will you!" Vincent spoke, lightning sparking at his fingertips again.

Natasha looked at Vincent, giving him a look that it was fine. "I know who killed Fury. Most of the intelligence community doesn't believe he exists. The ones who do call him the Winter Soldier. He's credited with over two dozen assassinations in the last fifty years."

"So he's a ghost story." Steve deadpanned.

Guess we got upgraded to ghostbusters...

"Five years ago, I was escorting a nuclear engineer out of Iran. Somebody shot out my tires near Odessa. We lost control and went straight over a cliff, I pulled us out, but the Winter Soldier was there. I was covering my engineer, so he shot him straight through me." She pulled up her shirt to show him the scar on the side of her stomach.

"Soviet slug, no rifling. Bye-bye, bikinis."

"Goddamn," Vincent mumbled to himself turned out it wasn't quite enough because Natasha looked at him with a smirk and winked.

"Yeah, I bet you look terrible in them now," Steve told her. Natasha slightly smiled.

"Going after him is a dead end. I know, I've tried."

Natasha held up the flash drive. "Like you said, he's a ghost story."

Steve took the flash drive from her. "Well, let's find out what the ghost wants."

Natasha nodded and looked at Vincent. "First, we need to stop at a store to get mr. pretty boy over here a shirt."

___

"First rule of going on the run is, don't run, walk," Natasha informed the two.

Steve looked down at his shoes. "If I run in these shoes, they're gonna fall off."

"Thank you, Nat for telling me. I thought it was to run and catch everybody's attention." Vincent sarcastically chuckled while trying not to trip on his untied shoelaces.

"Shut up." She hissed stepping on his left shoe.

Vincent hit her arm. "Natasha, we've been through this Do. Not. Step on my Nike Air Trainer III's."

"Don't step on my shoes." She mocked.

"Shut up." He huffed.

She smirked. "Make me." That made Vincent speechless till they made it to the Mac store.

"The drive has a Level Six homing program, so as soon as we boot up SHIELD will know exactly where we are." Natasha acquainted.

"How much time do we have?" Steve questioned.

"Uh...about nine minutes from..." She popped the flash drive into a MacBook Pro.

"Now."

"Fury was right about that ship, somebody's trying to hide something. This drive is protected by some sort of AI, it keeps rewriting itself to counter my commands."

Steve looked around the store looking for any Strike agents. "Can you override it?"

"The person who developed this is slightly smarter than me. Slightly."

"Fucking shit," Vincent whispered next to them.

Natasha and Steve both looked at him confused.

He shrugged. "I was so close to the high score on subway surfers." He pointed to the phone.

Natasha continued to try and find out what's on the flash drive. "I'm gonna try running a tracer. This is a program that SHIELD developed to track hostile malware, so if we can't read the file, maybe we can find out where it came from."

"Can I help you guys with anything?" An apple employee asked.

Natasha grabbed Steve's arm. "Oh, no. My fiancé was just helping me with some honeymoon destinations."

"Cool, where-"

"Umm Aaron, do you think you could help me with this?" Vincent asked pointing to a Mac book two down from Natasha and Steve.

"Sure." Aaron followed Vincent to the Mac.

"So I was thinking about buying this, now how would I set it up?"

"The first time your MacBook Air starts up, the Setup Assistant walks you through the simple steps needed to start using your new Mac. Choose a country or region to set the language and time zone for your Mac. You can respond to all the prompts, or skip some and choose "Set up later" when you see that option. For example, it might make sense to set up Apple Pay, which requires a verified credit card, and Screen Time, which you can set for different users, after initial setup. Read on for more information about setup tasks." Aaron explained to a 'trying not to fall asleep' Vincent.

"Thank you. Can I give you my card to pay for it?" He told the employee.

"Yes, you can." Aaron walked to the front of the store and swiped Vincent's card and went to the back and grabbed a bag with a Mac in it. He walked back over to Vincent handed him the bag.

Vincent shook his hand. "Thank you, sir."

"Anytime." Aaron nodded and walked away.

Vincent walked over to Natasha and Steve. "You said nine minutes, come on."

"Shh, relax. Got it."

Vincent scoffed. "Relax? You're telling me to relax are you serious."

The screen zooms in and the signal is coming from Wheaton, NJ. "You know it?" Natasha asked Steve.

"I used to. Let's go." Steve pulled the flash drive from the computer and they walked out of the store.

"Natasha, you own me fucking nine hundred seventy-nine dollars and eighty-six cents for keeping the employee busy."

"I didn't tell you to buy anything."

Vincent scoffed. "How else did expect me to distract him?"

"Standard tac-team. Two behind, to across, two coming straight at us. If they make us, I'll engage, you hit the south escalator to the metro." Steve told them as two agents are coming straight towards them.

"Shut up and put your arm around me, laugh at something I said," Natasha addressed confusing Steve

"What?"

"Do it!" Steve quickly put his arm around Natasha and laughed as Vincent looked down at his shoes making sure there were no smudges.

As they are going down the escalator Natasha spotted Rumlow on the escalator next to them going up, she turned to Vincent knowing if he saw Rumlow it would be it for them.

"Kiss me."

Vincent's eyes widened. "I'm sorry, what?"

"Public displays of affection make people very uncomfortable. Take this Steve." She handed Steve her phone.

"Yeah, I guess they do." She quickly pulled Vincent's jacket collars down to her level so she could reach him, his hands landed on her hips, he felt her arch into his hold.

Rumlow rolled his eyes and looked away as he goes past them on the escalator.

Natasha pulled out of the kiss and started walking off the escalator with the two men following her. "You still uncomfortable?"

"Wishing the escalator was longer." He replied putting his hood on.

Steve handed Natasha her phone back. "I'm glad it's over, those things make me sick."

Vincent chuckled putting an arm around Steve. "Let's go grampa.

____

"So we have to steal a car?" Vincent asked his two superheroes/super-spy best friends...only friends except for Milo.

Natasha pushed a strand of her straight red hair out of her eyes. "Yes."

"And none of you know how to do that?" Vincent snorted.

Steve and Natasha rolled their eyes. "Yes, Vince."

"This is going to be fun I haven't done this sinc-." Vincent cut himself off as he remembered why he stopped.

"Since what?" Natasha questioned.

Vincent shook his head. "Nothing."

____

He watched as a woman parked her Chevrolet Silverado 1500 LTZ. After the woman walked inside the Mall and nobody was around the truck he hotwired the truck, as soon as the truck started Natasha opened the door to the front and climbed in and Steve climbed in the backseat.

"Where did Vincent Lanez learn how to steal a car?" Natasha questioned him.

"My older brother Timothee." Vincent smiled making a right turn. "And we're borrowing. Take your feet off the dash."

Natasha glared at him and took her feet off the dash.

"Timothee?" Steve asked, the whole time he knew Vincent he's never seen or heard about an older brother.

"Uhh, he died a year ago."

Steve frowned. "I-I didn't know, I-I'm sorry."

"It's fine Steve."

"Why didn't you tell me?" Natasha asked frowning.

Vincent sighed. "Because I can barely speak about."

Natasha nodded. "Alright, I have a question for you, oh, which you do not have to answer. I feel like if you don't answer it though, you're kind of answering it, you know?"

"Natasha."

"Was that a bad kiss?" She asked him, taking a drink of a water bottle Vincent had got her from a gas station earlier in the trip.

"No, it was a really good kiss. Why did you think it was a bad kiss?"

"I didn't say it was a bad kiss I asked if it was a bad kiss." She giggled defended herself.

They stopped at a red light and Vincent unbuckled his seat belt, he reached over the armrest console and kissed her.

"Was that a bad kiss?" He asked as he buckled his seatbelt back.

"N-No...No it wasn't." She stammered blushing.

___

Two hours into the trip Steve fell asleep and Natasha was dosing off and on.

"Why don't you go to sleep we have about thirty-two minutes left. I'll wake you when we get there." Vincent told her.

She nodded and grabbed Vincent's right hand that rested the armrest console and held his hand in hers.

Natasha soon fell asleep softly snoring. Vincent would occasionally glance down at the sleeping redhead he adored.

Vincent hopped out of the truck and woke up Steve.

"Son of a gun," Steve mumbled as he was shaken awake, he grabbed his shield and got out of the truck.

Vincent opened the passenger door and pushed a strang of Natasha's hair out of her face. "Natasha, wake up." He spoke softly.

Her eyes slowly opened and she sat up and looked around at their surroundings and shivered. "Vinnie, can I have your jacket?"

"Yeah." He took off his jacket and handed it to her, he helped her out of the truck.

"Thank you." She shivered, putting the jacket over her hoodie.

"This is it," Vincent spoke as he went to shake the gate but Natasha grabbed his arm.

Natasha put her phone in her back pocket. "The file came from these coordinates."

Steve looked at the sign on the gate that read Camp Lehigh. "So did I."

Vincent looked at him bewildered. "You were born here?"

Steve sighed while Natasha smiled.

Later that night as they walked around the base trying to pinpoint where the signal came from. "This camp is where I was trained."

"Now you tell us, after we've been here for forty minutes," Vincent murmured picking up a rock chucking it at a wall.

He and Natasha were walking on a platform while Steve was down on the ground.

Natasha held up her phone looking for a signal. "Changed much?"

"A little." Steve glanced at a camera on a pole.

"I think Steve is in la-la land." Vincent chuckled.

Natasha turned around and glanced at Steve. "Wonder what he's thinking."

"Come on Vinnie boo let's continue looking." She dragged him along with her.

____

Natasha and Vincent walked back to Steve. "This is a dead-end. Zero heat signature, zero waves, not even radio. Whoever wrote the file must have used a router to throw people off." She addressed putting her phone in her back pocket.

Vincent noticed a building ahead of them, he jumped over the railing of the platform walking towards the building.

"What is it?" Natasha questioned as she and Steve walked over to the building.

"Army regulations forbid storing ammunition within five hundred yards of the barracks. This building is in the wrong place." Vincent sighed.

"How do you know that?" Steve asked.

"Army kid."

Vincent stood back and Steve opened the lock with his shield and they entered inside, when they turned on the lights they noticed it's a SHIELD office.

"This is SHIELD." Natasha breathed out.

"Maybe where it started," Steve commented.

Vincent opened a door that entered into a room where they found old framed portraits of Howard Stark, Peggy, Col. Chester Phillips, and Vincent great great great grand father General. Thomas Lanez.

Natasha pointed to an unbalanced picture. "There's Stark's father."

Steve acknowledged. "Howard."

Natasha glanced at Steve. "Who's the girl?" Steve doesn't respond, he turned away and followed Vincent who didn't take interest in the pictures.

Vincent walked further down the room and stopped by a massive bookshelf and noticed a cobweb swaying.

"Fuck this is heavy." He mumbled as he pushed the bookshelf and it slid open to reveal an elevator behind it.

"Elevator?" Steve asked.

Natasha pulled out her phone and scanned the keypad.

She typed the password in and pushed the button it opened to Vincent's surprise the old thing worked.

Steve and Natasha walked into the elevator while Vincent gulped. "Y-You know what I-I'll stay here."

Natasha sighed and grabbed his arm. "Come on scaredy-cat."

They go down the elevator which took them to a room with old looking computers.

The elevator doors opened to a dark room, they walked out of the elevator the doors closed behind them.

Vincent gulped, he turned around and looked at the closed doors. "Oh hell no."

Natasha grabbed his hand to calm him down.

She took a glance around the room. "This can't be the data-point, this technology is ancient."

They walked to what looked like the main console. The lights flickered on. Natasha noticed a small flash drive port, she placed the flash drive in it which then activated the ancient computer.

"Initiate system?" The computer spoke.

Natasha typed using the keyboard. "Y-E-S spells yes. "

Natasha smiled and turned to Steve as the old computer started to cranks up. "Shall we play a game?" It's from a movie that...

"Yeah, I saw it." Suddenly they hear an accented voice speaking.

"Rogers, Steven. Born, 1918. Romanoff, Natalia Alianovna. Born, 1984. Lanez, Vincent. Born, 1990."

They see an old camera moving above them as it analyzed them.

Natasha looked at the camera puzzled. "It's some kind of a recording."

"I am not a recording, Fräulein. I may not be the man I was when the Captain took me, prisoner, in 1945, but I am." The computer screen shows an old photo of Dr. Arnim Zola.

Natasha turned towards Steve. "Do you know this thing?"

"Steve buddy, we need to talk about your friends." Vincent sighed.

Steve walked off the platform looking behind the computer. "Arnim Zola was a German scientist who worked for the Red Skull. He's been dead for years."

"First correction, I am Swiss. Second, look around you. I have never been more alive. In 1972 I received a terminal diagnosis. Science could not save my body, my mind, however, that was worth saving on two hundred thousand feet of data banks. You are standing in my brain."

Vincent scoffed. "You weren't very popular as a child where you?"

Steve walked back up where Natasha and Vincent were. "How did you get here?"

"Invited."

"It was Operation Paperclip after World War II. SHIELD recruited German scientists with strategic value." Natasha informed.

"They thought I could help their cause. I also helped my own."

Steve scoffed. "HYDRA died with the Red Skull."

"Cut off one head, two more shall take its place." Vincent could hear the smirk in his voice.

"Prove it." Steve challenged.

"Accessing archive." The computer screen shows them old footage of Johann Schmidt/Red Skull, of how the original SHIELD founders.

"HYDRA was founded on the belief that humanity could not be trusted with its own freedom. What we did not realize, was that if you try to take that freedom, they resist. The war taught us much."

"Holy shit," Vincent mumbled.

"Humanity needed to surrender its freedom willingly. After the war, SHIELD was founded and I was recruited. The new HYDRA grew. A beautiful parasite inside SHIELD. For seventy years HYDRA has been secretly feeding crisis, reaping war. And when history did not cooperate, history was changed."

Natasha walked closer to the screen. "That's impossible, SHIELD would have stopped you."

"Accidents will happen." The computer screen showed them HYDRA had killed Howard and Maria Stark making it look like a car accident along with the recent death of Fury.

"HYDRA created a world so chaotic that humanity is finally ready to sacrifice its freedom to gain its security. Once the purification process is complete, HYDRA's new world order will arise. We won, Captain. Your death amounts to the same as your Life; a zero-sum."

In anger, Steve smashed the computer screen.

"As I was saying..." Zola spoke.

"What's on this drive?" Natasha questioned getting frustrated at the computer...or person.

"Project Insight requires insight. So I wrote an algorithm."

Natasha walked closer to the computer screen. "What kind of algorithm? What does it do?"

"The answer to your question is fascinating. Unfortunately, you shall be too dead to hear it."

Natasha looked at Vincent in slight fear of what it meant by 'Too dead to hear it.' As much as she hated to admit but she was scared.

Suddenly the doors started to close, Steve tried to stop it by throwing his shield in between them but he's too late. He ran over to the door and tried to pry it open with his hands but it didn't work it was sealed shut.

"Vince, Steve, we got a bogey. Short-range ballistic. 30 seconds tops." Natasha addressed with worry laced in her voice.

"Who fired it?" Vincent inquired as he looked around the room for an entrance.

"S.H.I.E.L.D."

"I am afraid I have been stalling, Captain. Admit it, it's better this way. We're both of us...out of time." Zola told the three of them.

Vincent noticed a small opening on the ground, he threw the metal door aside and grabbed Natasha, Steve jumped in just as the place exploded and protected them with his shield.

Steve and Vincent managed to get out from under the building rubble just as STRIKE agents arrived to roam the area for them.

"Fuck." Vincent groaned picking a piece of glass out of his leg. He leaned down and picked up Natasha who was out cold.

"Come on we need to hurry," Steve spoke moving rock out of the way.

____

"She's going to be alright. Right?" Vincent asked Steve who was driving, Vince had sat in the back with Natasha who had her head resting on his lap asleep.

Steve looked in the rearview mirror. "She will be fine, Vince."

Natasha groaned as she regained consciousness. "What happened?" She asked her voice rasper then usual.

"A building fell on us," Steve uttered to her. He looked away from the road just for a split second to look back at the redhead.

"Sure feels like it." She groaned.

She looked down at her waist to see Vincent's left arm resting on her, Natasha noticed something off about it.

She and noticed when he would move his arm a little his body would tense. "What happened to your arm?"

"Nothing." He responded quickly which was a red flag for Natasha.

She reached down and touched his arm, again his body tensed. "I think your arm is broken."

"It's not, It's just sore you landed right on it." Vincent chuckled.

She looked up at him. "Sorry."

"It's fine, I still want you to pay me back."

"I'm not paying you back so get over it," Natasha rolled her eye.

Vincent gave her a playful glare before turning to Steve. "Aye, grampa where are we going?"

"To see a friend."

[alexanderwales]

The Index

This is an index of things I've written and posted online, with minimal descriptions because most of them have blurbs if you click the link. This list is not exhaustive, especially because there are a bunch of short stories and dribbles in various places. If something you liked is missing, let me know.

Web Serials

Worth the Candle - Juniper Smith is a teenaged Dungeon Master who ends up in a world filled with all the things he dreamt up for his campaigns, along with signs of his friend who died months earlier. This Used to be About Dungeons - Five teenagers live in a house together, bake bread, tend the garden, and occasionally fight monsters in dungeons. Thresholder - Thresholders travel from world to world, fantasy one minute and scifi the next, always encountering an opponent, growing stronger as they battle. Shadows of the Limelight - Fame gives you superpowers, and Dominic just saved the world's greatest hero from defeat in full view of a large audience. Glimwarden (unfinished) - A small town huddles around lanterns that keep the darklings at bay. Four teenagers must grow in power as the darkness encroaches. The Dark Wizard of Donkerk (unedited) - Two men steal a baby from an orphanage, then find out he's too cute to sacrifice and raise him as their own.

Fanfic

The Metropolitan Man (Superman) - Lex Luthor attempts to unravel the secrets of the alien. A Common Sense Guide to Doing the Most Good (Superman) - Superman gets really into effective altruism. Instruments of Destruction (Star Wars) - A fable of project management aboard the second Death Star, through the eyes of Admiral Tian Jerjerrod. Branches on the Tree of Time (Terminator) - Sarah Connor is working as a software engineer at UCLA when a naked man shows up on her doorstep. A Bluer Shade of White (Frozen) - Elsa can make life, and Olaf is smarter than he looks.

Shorts

Eager Readers in Your Area - Artificial intelligence has left authors scrambling for readers. Charlotte clicks on an ad. Variations - An orc visits an art exhibition where she feels out of place. Contratto - Julia takes a job as a marketer, working for the vampires to keep their secrets safe. The Randi Prize - James Randi offers a prize for anyone who can demonstrate supernatural abilities. Coming Home - After a long time isekaied to a fantasy kingdom, an errant father has coffee with his estranged son.

I also post short stuff to this very tumblr, which can usually be found under the #microfiction tag unless I forget. Usually this is mirrored on AO3, unless I'm lazy.

Web Comics

Millennial Scarlet - Lamont Pearce is a gig economy demon hunter whose mother ran a government agency meant to defend against Hell. Worth the Candle - A webcomic adaptation of the web serial

Non-Fiction

The AI Art Apocalypse - Slightly outdated thoughts from 2022. Why to Write a Sex Scene - Observations on the narrative purpose of carnal pursuits. Game Review: Underhill - This review contains no screenshots, because this game does not exist. Writing: An FAQ - Accumulated wisdom from 4 million words and counting. Creating Interesting Magic - A much-requested post on making interesting magic systems (and characters, and plots, and worlds). How to Write a Web Serial - It's both easier and harder than you think. The Trouble with Writing Nazis - On giving villains too much credit. Interesting Things to do with Time Loops - Exploring the boundaries of the conceit.

[tomstoast]

Genuinely though the speed at which I've watched "AI" erode the basic skills of my colleagues is staggering.

These are qualified, talented individuals. People I have always considered smarter and more skilled than me. People with resumes longer than my lifetime.

They can't remember how to write a formal email. They're generating their grading rubrics instead of writing out their own standards for their own class. They're getting fatigued doing thumbnail sketches, taking twice as long to get lines where they want them. And every single one is making weirder, reachier justifications for using an AI tool and getting just-ok results over using methods that have been reliable and stable since the 90's.

If you want a functional brain later you need to keep doing things the pre-AI way because if you don't use it you're gonna lose it and it'll happen FAST