#fake AI detection

[msilverstar]

Such pathetic trolls

Ignore fake AI detection comments! If you get any of those, consider enabling moderation for the comments on that work.

Quick PSA, if you get one of those "Work scanned, AI use detected" comments on AO3, just mark them as spam.

Some moron apparently built a bot to annoy or prank hundreds of authors.

There is no scanning process, your work doesn't actually resemble AI writing, it's all bullshit. Mark the comment as spam (on AO3, not the email notification you got about the comment!) and don't let it get to you.

[amalasdraws]

https://www.tumblr.com/bigmammallama5/732632789726478336?source=share do you have any tips on how to detect ai and deepfakes?

Good question and I'm gonna be honest, it's not always easy and it will only get harder and harder. I'm just an artist who has spent their personal time to dive into this topic and study images. I'm still learning and there is a lot I don't know. But let me show what I know. This will be long, but I will make a summary at the end! So far, even with ai having become better and better there are still almost always some things wrong with an image, and they all have a very specific look to them. So let me try to show you some and point out some of them.

As we all know, a biggest struggle ai had were hands. And even though here and there we still see messed up hands, I say "had", because the hands is actual a good example on how ai is improving and will only get better. Still, looking at pictures that show more hands is always worth it, because somewhere in the back there will be most likely at least one messed up hand.

Another issue a lot of ai still has is hair though!

It's very obvious still in many ai "drawings" and in those otherwise well rendered portraits. Hair starts to blend with the ears a lot, or with the clothes.

There is also often this very odd look between something too sharp and way too blurry

There is often a very specific texture to the hair. I actually do not know the artistic or specific name for it. I can only describe it as this weird sharp feeling that makes it look oddly pixely, and then you have areas where it's very blurry. And the kind of loops and almost flame like looking hair we see in the last pic out of the three here is also something very common with ai.

As an artist I know we make mistakes too! The way I draw hair is flawed too! But it's not only that it's flawed here, but it's following always the same pattern and falls into the same issues over and over again, no matter who is "creating" the image. Those flame like loops are a common one, next to the odd blends and weird sharp and blurry textures.

But ai is getting better, and we not only have "art" and something that tries to be a drawing/painting, but photos too.

A lot of those "photos" have a very specific texture and look to them! Again, it's not always the mistakes, but the very specific optic too. A lot of the images are oddly smooth, too rendered, with always blurry backgrounds. And when you look closer at the background you will see the mistakes! The crowd behind Jesus is a hot mess once you look closer. Bob Marley's hair has the same issue than I described before. Lincoln is surrounded by people with messed up hands and don't even get me started on the faces behind Caesar.

So a lot of ai images look alright on a first and quick glance, but as more time you spend with them, as more mistakes you will notice. The wehre is Waldo of ai horror.

And those "photos" shared here are still very obvious. Not just the mistakes and messed up details but the very specific aesthetic too.

Those images get better and better and as less details you have, as less mistakes you have!

With photos like this it becomes harder and harder. There are not many details and no hands. Not many mistakes can be made. Also the very obvious plastic looking smoothness isn't so much here anymore. It kinda still is...but differently. And always the blurry background!! Sometimes the hair is still a giveaway. Collars and clothe straps are also often still a giveaway upon close look. As is jewelry. Earrings will be different and necklaces often don't go all the way around, just end, or blend with the hair or clothes.

Often details on jewelry is also blurry and not shown properly. This is a trick with many details. With jewelry, batches, hair, ears, text. So it's often blurred out and not shown properly because ai doesn't know what to really show here.

It's often really just the small details and when we scroll down quickly we will miss them. Like the wedding ring on the middle finger, the pens on top of a closed pocket, the batches that are always blurry, messed up faces that blend with a blurry background.

And sometimes it's so subtle that I could only really tell that right is the ai image in comparison to the real photo on the left. The real photo shows hands clearly and even when things are blurred out it doesn't feel that it's done to hide things. The ai image on the right hides the hands. There is also a very dead look in the eyes :D

And here I could only tell because the text in the back doesn't make sense. Even blurred out we should be able to make out something here

And after seeing a lot of ai images I recognize the kind of blurred out bg in combination with a very smooth and well rendered foreground/characters.

And here the only giveaway is a closer look at the backgrounds as well

To summarize it:

Ai and fake news rely on a fast living world. We are being bombarded with tons of information and messages daily and we scroll past quickly. But the best tool, for now, in detecting ai is taking our time! Those images get better and better but so far there are still always some things off!! Especially in the background!

Hair. Often weirdly smoothed out and oddly sharp at the same time

Hair often blends with the ears or the clothes

Details are blurred out.

Jewelry doesn't match (example earrings). Details on metal often blurred out and never shown. Necklaces blend with hair or the clothes, and don't go around the neck.

Background is always blurred out.

In this blurred mess there are often hidden very messed up faces and/or hands.

A very specific smooth and yet too sharp/too rendered aesthetic combines with an always blurry bg.

Text, especialyl in the background, is not legible and doesn't make sense.

Backgrounds are often (so far) the dead giveaway. Somewhere in the back things become muddled and messed up. This shows also very well in ai decor/architecture. There will be odd lines that don't align or align too well. Curtain poles that end in the furniture, a plant that is behind a lamp suddenly having leaves in front of the lamp. As longer you look as more you will notice.

Conclusion:

Take your time with images! Sit with them! Especially when it's framed as important and political news. Is it ai and propaganda, or did it really happen? Don't fall for the quick buzz and outrage! Some things are obvious right away but with others you have to take your time. And it's time you have! If you are still unsure if a pic is real or not, do some research on top. Image reverse search. Can you find it anywhere else? Are other news outlets sharing it? Does the image/message make sense? For example there is now a deepfake of Bella Hadid voicing support for Israel. Ask yourself, does this make sense? If it feels out of line compared to previous behavior, do some research! Media literacy is not just as being able to recognize a fake or real right away, but being able to do research. To question things! Don't just take every post online for face value. Even when shared by a mutual you trust. They might have been tricked!

There are so many information online and it's great to have access to so information, but it's also difficult to wade through all of it. Media and truth are a weapon and it's being twisted and bend used to manipulate. Always has! But ai and so many people being able to post and share things, it becomes bigger and bigger and more dangerous. So don't just take everything that is handed to you and share it further no questions asked. Media literacy and being able to think for ourselves and do the research is important!! And as research becomes harder and harder, as sources are being messed up with ai and other fake news, it's even more important to sit with the images and study them. See the flaws, the mistakes. Compare it to other news and images.

This got long, and I started to ramble at the end. Sorry But I hope this helped

[vvyvernicus]

You seem a little lost in thought there, is everything alright?

[bob3160]

Deepfakes Are Getting Deeper

[rachnamishra1996]

https://pi-labs.ai/pi-labs-joins-nvidia-inception/

[digitalmarketinghubbyvarsha]

https://pi-labs.ai/

https://pi-labs.ai/

deepfake detection

[nmotypdfsfg]

[jcmarchi]

Deepfakes and Navigating the New Era of Synthetic Media

New Post has been published on https://thedigitalinsider.com/deepfakes-and-navigating-the-new-era-of-synthetic-media/

Deepfakes and Navigating the New Era of Synthetic Media

Remember “fake news“? The term has been used (and abused) so extensively at this point that it can be hard to remember what it initially referred to. But the concept has a very specific origin. Ten years ago, journalists began sounding the alarm about an influx of purported “news” sites flinging false, often outlandish claims about politicians and celebrities. Many could instantly tell these sites were illegitimate.

But many more lacked the critical tools to recognize this. The result was the first stirrings of an epistemological crisis that is now coming to engulf the internet—one that has reached its most frightening manifestation with the rise of deepfakes.

Next to even a passable deepfake, the “fake news” websites of yore seem tame. Worse yet, even those who believe themselves to possess relatively high levels of media literacy are at risk of being fooled. Synthetic media created with the use of deep learning algorithms and generative AI have the potential to wreak havoc on the foundations of our society. According to Deloitte, this year alone they could cost businesses more than $250 million through phony transactions and other varieties of fraud. Meanwhile, the World Economic Forum has called deepfakes “one of the most worrying uses of AI,” pointing to the potential of “agenda-driven, real-time AI chatbots and avatars” to facilitate new strains of ultra-personalized (and ultra-effective) manipulation.

The WEF’s suggested response to this problem is a sensible one: they advocate a “zero-trust mindset,” one that brings a degree of skepticism to every encounter with digital media. If we want to distinguish between the authentic and synthetic moving forward—especially in immersive online environments—such a mindset will be increasingly essential.

Two approaches to combating the deepfake crisis

Combating rampant disinformation bred by synthetic media will require, in my opinion, two distinct approaches.

The first involves verification: providing a simple way for everyday internet users to determine whether the video they’re looking at is indeed authentic. Such tools are already widespread in industries like insurance, given the potential of bad actors to file false claims abetted by doctored videos, photographs and documents. Democratizing these tools—making them free and easy to access—is a crucial first step in this fight, and we are already seeing significant movement on this front.

The second step is less technological in nature, and thus more of a challenge: namely, raising awareness and fostering critical thinking skills. In the aftermath of the original “fake news” scandal, in 2015, nonprofits across the country drew up media literacy programs and worked to spread best practices, often pairing with local civic institutions to empower everyday citizens to spot falsehoods. Of course, old-school “fake news” is child’s play next to the most advanced deepfakes, which is why we need to redouble our efforts on this front and invest in education at every level.

Advanced deepfakes require advanced critical thinking

Of course, these educational initiatives were somewhat easier to undertake when the disinformation in question was text-based. With fake news sites, the telltale signs of fraudulence were often obvious: janky web design, rampant typos, bizarre sourcing. With deepfakes, the signs are much more subtle—and quite often impossible to notice at first glance.

Accordingly, internet users of every age need to effectively re-train themselves to scrutinize digital video for deepfake indicators. That means paying close attention to a number of factors. For video, that could mean unreal-seeming blurry areas and shadows; unnatural-looking facial movements and expressions; too-perfect skin tones; inconsistent patterns in clothing and in movements; lip sync errors; on and on. For audio, that could mean voices that are too-pristine sounding (or obviously digitized), a lack of a human-feeling emotional tone, odd speech patterns, or unusual phrasing.

In the short-term, this kind of self-training can be highly useful. By asking ourselves, over and over again, Does this look suspicious?, we sharpen not merely our ability to detect deepfakes but our critical thinking skills in general. That said, we are rapidly approaching a point at which not even the best-trained eye will be able to separate fact from fiction without outside assistance. The visual tells—the irregularities mentioned above—will be technologically smoothed over, such that wholly manufactured clips will be indistinguishable from the genuine article. What we will be left with is our situational intuition—our ability to ask ourselves questions like Would such-and-such a politician or celebrity really say that? Is the content of this video plausible?

It is in this context that AI-detection platforms become so essential. With the naked eye rendered irrelevant for deepfake detection purposes, these platforms can serve as definitive arbiters of reality—guardrails against the epistemological abyss. When a video looks real but somehow seems suspicious—as will occur more and more often in the coming months and years—these platforms can keep us grounded in the facts by confirming the baseline veracity of whatever we’re looking at. Ultimately, with technology this powerful, the only thing that can save us is AI itself. We need to fight fire with fire—which means using good AI to root out the technology’s worst abuses.

Really, the acquisition of these skills in no way needs to be a cynical or negative process. Fostering a zero-trust mindset can instead be thought of as an opportunity to sharpen your critical thinking, intuition, and awareness. By asking yourself, over and over again, certain key questions—Does this make sense? Is this suspicious?—you heighten your ability to confront not merely fake media but the world writ large. If there’s a silver lining to the deepfake era, this is it. We are being forced to think for ourselves and to become more empirical in our day-to-day lives—and that can only be a good thing.

[ai-art-thieves]

It's Time To Investigate SevenArt.ai

sevenart.ai is a website that uses ai to generate images.

Except, that's not all it can do.

It can also overlay ai filters onto images to create the illusion that the algorithm created these images.

And its primary image source is Tumblr.

It scrapes through the site for recent images that are at least 10 days old and has some notes attached to it, as well as copying the tags to make the unsuspecting user think that the post was from a genuine user.

No image is safe. Art, photography, screenshots, you name it.

Initially I thought that these are bots that just repost images from their site as well as bastardizations of pictures across tumblr, until a user by the name of @nataliedecorsair discovered that these "bots" can also block users and restrict replies.

Not only that, but these bots do not procreate and multiply like most bots do. Or at least, they have.

The following are the list of bots that have been found on this very site. Brace yourself. It's gonna be a long one:

@giannaaziz1998blog

@kennedyvietor1978blog

@nikb0mh6bl

@z4uu8shm37

@xguniedhmn

@katherinrubino1958blog

@3neonnightlifenostalgiablog

@cyberneticcreations58blog

@neomasteinbrink1971blog

@etharetherford1958blog

@punxajfqz1

@camicranfill1967blog

@1stellarluminousechoblog

@whwsd1wrof

@bnlvi0rsmj

@steampunkstarshipsafari90blog

@surrealistictechtales17blog

@2steampunksavvysiren37blog

@krispycrowntree

@voucwjryey

@luciaaleem1961blog

@qcmpdwv9ts

@2mplexltw6

@sz1uwxthzi

@laurenesmock1972blog

@rosalinetritsch1992blog

@chereesteinkirchner1950blog

@malindamadaras1996blog

@1cyberneticdreamscapehubblog

@neomasteinbrink1971blog

@neonfuturecityblog

@olindagunner1986blog

@neonnomadnirvanablog

@digitalcyborgquestblog

@freespiritfusionblog

@piacarriveau1990blog

@3technoartisticvisionsblog

@wanderlustwineblissblog

@oyqjfwb9nz

@maryannamarkus1983blog

@lashelldowhower2000blog

@ovibigrqrw

@3neonnightlifenostalgiablog

@ywldujyr6b

@giannaaziz1998blog

@yudacquel1961blog

@neotechcreationsblog

@wildernesswonderquest87blog

@cybertroncosmicflow93blog

@emeldaplessner1996blog

@neuralnetworkgallery78blog

@dunstanrohrich1957blog

@juanitazunino1965blog

@natoshaereaux1970blog

@aienhancedaestheticsblog

@techtrendytreks48blog

@cgvlrktikf

@digitaldimensiondioramablog

@pixelpaintedpanorama91blog

@futuristiccowboyshark

@digitaldreamscapevisionsblog

@janishoppin1950blog

The oldest ones have been created in March, started scraping in June/July, and later additions to the family have been created in July.

So, I have come to the conclusion that these accounts might be run by a combination of bot and human. Cyborg, if you will.

But it still doesn't answer my main question:

Who is running the whole operation?

The site itself gave us zero answers to work with.

No copyright, no link to the engine where the site is being used on, except for the sign in thingy (which I did.)

I gave the site a fake email and a shitty password.

Turns out it doesn't function like most sites that ask for an email and password.

Didn't check the burner email, the password isn't fully dotted and available for the whole world to see, and, and this is the important thing...

My browser didn't detect that this was an email and password thingy.

And there was no log off feature.

This could mean two things.

Either we have a site that doesn't have a functioning email and password database, or that we have a bunch of gullible people throwing their email and password in for people to potentially steal.

I can't confirm or deny these facts, because, again, the site has little to work with.

The code? Generic as all hell.

Tried searching for more information about this site, like the server it's on, or who owned the site, or something. ANYTHING.

Multiple sites pulled me in different directions. One site said it originates in Iceland. Others say its in California or Canada.

Luckily, the server it used was the same. Its powered by Cloudflare.

Unfortunately, I have no idea what to do with any of this information.

If you have any further information about this site, let me know.

Until there is a clear answer, we need to keep doing what we are doing.

Spread the word and report about these cretins.

If they want attention, then they are gonna get the worst attention.

[orteil42]

we are in dire need of some new media trend. we've done pirates, we've done cowboys; we've gone through two whole zombie revivals. aliens and space themes have basically been a constant since at least the 1950s, as have robots and evil AIs. we went pretty heavy on vampires for a while. we've also done dinosaurs, ninjas, musicals, wizards, sea creatures, ancient rome, ancient egypt, middle ages out the wazoo, entirely too much world war II, we're currently overdosing on our superhero phase, we've done monsters (misunderstood), monsters (radioactive), fake guy in the real world, real guy travels to fake world, caves & mining, vikings, what if you were really small, genre parody as a genre, sand, New York, time travel, something racist goes down in the jungle, neurodivergent detective, buddy cops, crooked cops, gangsters, bank heists in particular, kid has powers, revolt against the corporate world, portals, social insects, dragons, the British, global apocalypse, martial arts, roadtrip as self-discovery, Jesus, clones, clowns, babysitting goes wrong, demonic possession, ghosts of all kinds, talking animals, fucking with the stock market, restaurant ownership, dwarves, planes, and spies. where do we go from here. what's our next big thing

[ozzgin]

Yandere! Android x Reader (I)

It is the future and you have been tasked to solve a mysterious murder that could jeopardize political ties. Your assigned partner is the newest android model meant to assimilate human customs. You must keep his identity a secret and teach him the ways of earthlings, although his curiosity seems to be reaching inappropriate extents.

Yes, this is based on Asimov’s “Caves of Steel” because Daneel Olivaw was my first ever robot crush. I also wanted a protagonist that embraces technology. :)

Content: female reader, AI yandere, 50's futurism

[Part 2] | [More original works]

You follow after the little assistant robot, a rudimentary machine invested with basic dialogue and spatial navigation. It had caused quite the ruckus when first introduced. One intern - well liked despite being somewhat clumsy at his job - was sadly let go as a result. Not even the Police is safe from the threat of AI, is what they chanted outside the premises.

"The Commissioner has summoned you, (Y/N)." 

That's how it greeted you earlier, clacking its appendage against the open door in an attempt to simulate a knock. 

"Do you know why my presence is needed?" You inquire and wait for the miniature AI to scan the audio message. 

"I am not allowed to mention anything right now." It finally responds after agonizing seconds.

 It's an alright performance. You might've been more impressed by it, had you not witnessed first hand the Spacer technology that could put any modern invention here on Earth to shame. Sadly the people down here are very much against artificial intelligence. There have been multiple protests recently, like the one in front of your building, condemning the latest government suggestion regarding automation. People fear for their jobs and safety and you don't necessarily blame them for having self preservation. On the other hand, you've always been a supporter of progress. As a child you devoured any science fiction book you could get your hands on, and now, as a high ranked police detective you still manage to sneak away and scan over articles and news involving the race for a most efficient computer.

You close the door behind you and the Commissioner puts his fat cigarette out, twisting the remains into the ashtray with monotonous movements as if searching for the right words.

 "There's been a murder." Is all he settles on saying, throwing a heavy folder in your direction. A hologram or tablet might've been easier to catch, but the man, like many of his coworkers, shares a deep nostalgia for the old days. 

 You flip through the pages and eventually furrow your eyebrows. 

"This would be a disaster if it made it to the news." You mumble and look up at the older man. "Shouldn't this go to someone more experienced?" 

He twiddles with his grey mustache and glances out the fake window. 

"It's a sensitive case. The Spacers are sending their own agent to collaborate with us. What stands out to you?" 

You narrow your eyes and focus on the personnel sheet. What's there to cause such controversy? Right before giving up, departing from the page, you finally notice it: next to the Spacer officer's name, printed clearly in black ink, is a little "R." which is a commonly used abbreviation to indicate something is a robot. The chief must've noticed your startled reaction and continues, satisfied: 

"You understand, yes? They're sending an android. Supposedly it replicates a human perfectly in terms of appearance, but it does not possess enough observational data. Their request is that whoever partners up with him will also house him and let him follow along for the entirety of the mission. You're the only one here openly supporting those tin boxes. I can't possibly ask one of your higher ups, men with wives and children, to...you know...bring that thing in their house."

You're still not sure whether to be offended by the fact that your comfort seems to be of less priority compared to other officers. Regardless of the semantics, you're presently standing at the border between Earth and the Spacer colony, awaiting your case partner. A man emerges from behind a security gate. He's tall, with handsome features and an elegant walk. He approaches you and you reach for a handshake. 

"Is the android with you?" You ask, a little confused. 

"Is this your first time seeing a Spacer model?" He responds, relaxed. "I am the agent in your care. There is no one else." 

You take a moment to process the information, similar to the primitive machine back at your office. Could it be? You've always known that Spacer technology is years ahead, but this surpasses your wildest dreams. There is not a single detail hinting at his mechanical fundament. The movement is fluid, the speech is natural, the design is impenetrable. He lifts the warm hand he'd used for the handshake and gently presses a finger against your chin in an upwards motion. You find yourself involuntarily blushing. 

"Your mouth was open. I assumed you'd want it discreetly corrected." He states, factually, with a faint smile on his lips. Is he amused? Is such a feeling even possible? You try your best to regain some composure, adjusting the collar of your shirt and clearing your throat. 

"Thank you and please excuse my rudeness. I was not expecting such a flawless replica. Our assistants are...easily recognizable as AI."

"So I've been told." His smile widens and he checks his watch. You follow his gesture, still mesmerized, trying to find a single indicator that the man standing before you is indeed a machine, a synthetic product.

Nothing.

"Shall we?" He eyes the exit path and you quickly lead him outside and towards public transport. 

He patiently waits for your fingerprint scan to be complete. You almost turn around and apologize for the old, lagging device. As a senior detective, you have the privilege of living in the more spacious, secured quarters of the city. And, since you don't have a family, the apartment intended for multiple people looks more like a luxury adobe. Still, compared to the advanced way of the Spacers, this must feel like poverty to the android.

At last, the scanner beeps and the door unlocks. 

"Heh...It's a finicky model." You mumble and invite him in.

"Yes, I'm familiar with these systems." He agrees with you and steps inside, unbuttoning his coat.

"Oh, you've seen this before?"

"In history books."

You scratch your cheek and laugh awkwardly, wondering how much of his knowledge about the current life on Earth is presented as a museum exhibit when compared to Spacer society. 

"I'm going to need a coffee. I guess you don't...?" Your words trail as you await confirmation. 

"I would enjoy one as well, if it is not too much to ask. I've been told it's a social custom to 'get coffee' as a way to have small talk." The synthetic straightens his shirt and looks at you expectantly. 

"Of course. I somehow assumed you can't drink, but if you're meant to blend in with humans...it does make sense you'd have all the obvious requirements built in."

He drags a chair out and sits at the small table, legs crossed.

"Indeed. I have been constructed to have all the functions of a human, down to every detail." 

You chuckle lightly. Well, not like you can verify it firsthand. The engineers back at the Spacer colony most likely didn't prepare him for matters considered unnecessary. 

"I do mean every detail." He adds, as if reading your mind. "You are free to see for yourself."

You nearly drop the cup in your flustered state. You hurry to wipe the coffee that spilled onto the counter and glance back at the android, noticing a smirk on his face. What the hell? Are they playing a prank on you and this is actually a regular guy? Some sort of social experiment? 

"I can see they included a sense of humor." You manage to blurt out, glaring at him suspiciously. 

"I apologize if I offended you in any way. I'm still adjusting to different contexts." The android concludes, a hint of mischief remaining on his face. "Aren't rowdy jokes common in your field of work?"

"Uh huh. Spot on." You hesitantly place the hot drink before him.

Robots on Earth have always been built for the purpose of efficiency. Whether or not a computer passes the Turing Test is irrelevant as long as it performs its task in the most optimal, rational way. There have been attempts, naturally, to create something indistinguishable from a human, but utility has always taken precedence. It seems that Spacers think differently. Or perhaps they have reached their desired level of performance a long time ago, and all that was left was fiddling with aesthetics. Whatever the case is, you're struggling not to gawk in amazement at the man sitting in your kitchen, stirring his coffee with a bored expression.

"I always thought - if you don't mind my honesty - that human emotions would be something to avoid when building AI. Hard to implement, even harder to control and it doesn't bring much use."

"I can understand your concerns. However, let me reassure you, I have a strict code of ethics installed in my neural networks and thus my emotions will never lead to any destructive behavior. All safety concerns have been taken into consideration.

As for why...How familiar are you with our colony?" The android takes a sip of his coffee and nods, expressing his satisfaction. "Perhaps you might be aware, Spacers have a declining population. Automated assistants have been part of our society for a long time now. What's lacking is humans. If the issue isn't fixed, artificial humans will have to do."

You scoff.

"What, us Earth men aren't good enough to fix the birth rates? They need robots?"

You suddenly remember the recipient of your complaint and mutter an apology. 

"Well, I'm sure you'd make a fine contender. Sadly I can't speak for everyone else on Earth." The man smiles in amusement upon seeing the pale red that's now dusting your cheeks, then continues: "But the issue lies somewhere else. Spacers have left Earth a long time ago and lived in isolation until now. Once an organism has lost its immune responses to otherwise common pathogens, it cannot be reintegrated."

True. Very few Earth citizens are allowed to enter the colony, and only do so after thorough disinfection stages, proving they are disease free as to not endanger the fragile health of the Spacers living in a sterile environment. You can only imagine the disastrous outcome if the two species were to abruptly mingle. In that case, equally sterile machinery might be their only hope.

Your mind wanders to the idea. Dating a robot...How's that? You sheepishly gaze at the android and study his features. His neatly combed copper hair, the washed out blue eyes, the pale skin. Probably meant to resemble the Spacers. You shake your head.

"A-anyways, I'll go and gather all the case files I have. Then we can discuss our first steps. Do feel at home."

You rush out and head for your office. Focus, you tell yourself mildly annoyed.

While you search for the required paperwork - what a funny thing to say in this day and age - he will certainly take up on your generous offer to make himself comfortable. The redhaired man enters the living room, scanning everything with curious eyes. He stops in front of a digital frame and slides through the photos. Ah, this must be your Police Academy graduation. The year matches with the data he's received on you. Data files he might've read one too many times in his unexplained enthusiasm. This should be you and the Commissioner; Doesn't match the description of your father, and he seems too old to be a spouse or boyfriend. Additionally, the android distinctly recalls the empty 'Relationship' field.

"Old photos are always a tad embarrassing. I suppose you skipped that stage."

He jolts almost imperceptibly and faces you. You have returned with a thin stack of papers and a hologram projector.

"I've digitalized most files I received, so you don't have to shuffle a bunch of paper around." You explain.

"That is very useful, thank you." He gently retrieves the small device from your hand, but takes a moment before removing his fingers from yours. "I predict this will be a successful partnership."

You flash him a friendly smile and gesture towards the seating area.

"Let's get to work, then. Unless you want to go through more boring albums." You joke as you lower yourself onto the plush sofa. 

The synthetic human joins you at an unexpectedly close proximity. You wonder if proper distance differs among Spacers or if he has received slightly erroneous information about what makes a comfortable rapport. 

"Nothing boring about it. In fact, I'd say you and I are very similar from this point of view." He tells you, placing the projector on the table.

"Oh?"

"Your interest in technology and artificial intelligence is rather easy to infer." The man continues, pointing vaguely towards the opposing library. "Aside from the briefing I've already received about you, that is."

"And that is similar to...the interest in humans you've been programmed to have?" You interject, unsure where this conversation is meant to lead. 

"Almost."

His head turns fully towards you and you stare back into his eyes. From this distance you can finally discern the first hints of his nature: the thin disks shading the iris - possibly CCD sensors - are moving in a jagged, mechanical manner. Actively analyzing and processing the environment. 

"I wouldn't go as far as to generalize it to all humans. 

Just you."

[meitantei-shitpost]

It’s been a while since I’ve ranted about an AU idea, so here’s my take on a Detective Conan SpyxFamily AU (ft. rare pair Kaito x Shiho)

Additional stuff about this AU under the cut!! ⬇️⬇️⬇️⬇️

-This takes place in the same universe as Spy x Family so the pressure to marry to avoid the suspicion of being a spy is still very much there.

-Everyone who was a teenager has been aged up to their twenties.

-Shinichi was planning to propose to Ran before he disappeared.

-Aoko is married to Hakuba. She fell out of love with Kaito because she felt he was always too distant (he was too focused on being Kaito Kid and getting revenge that he didn’t have time for friends).

-Aoko and Hakuba are still friends with Kaito. Hakuba still suspects him of being Kaito Kid.

-Kaito had a reputation for being eccentric and wild so everyone who knows him is glad he finally decided to “settle down.”

-Aoko is suspicious of Haibara and wants to make sure she really loves Kaito (a role similar to Yuri in SxF)

-Jii takes on the role of Franky in this AU and is often Conan’s babysitter.

-Haibara was raised in the Org and doesn’t really understand how to act normal, similar to Yor, explaining why she agreed to this arrangement so easily.

-The detective boys all attend Eden Academy and have very influential parents.

-Ai is the ultimate tsundere when it comes to Kaito and enjoys messing with him (though her sense of humor is very deadpan and dry).

-Ai feels the need to give Conan a great childhood to make up for the one she never had, and also because she feels guilty that her involvement with him will ruin his life. Conan is actually terrified of her because he suspects she is an Org. spy and reads all of her genuine attempts as malicious. Ai is disappointed that he didn’t warm up to her right away but not surprised.

-Neither, Shinichi, Kaito, or Shiho had a loving family growing up. Kaito’s dad died when he was young and his mom left him alone, Shinichi’s parents were neglectful and left him alone at a young age, and Shiho was raised in the Black Organization as a tool rather than a human. This arrangement, while fake, allows them to experience the loving, “normal,” domestic life they never had. The three do eventually grow very close.

I’ve been sitting on this idea for a few years now so thanks for reading my rant byeeeee ✌️😘

[fangswbenefits]

Side Effect

Summary: Miguel has been acting off lately and you find out why… the hard way.

Pairing: Miguel O’Hara x spider-woman!reader

18+. Feral Miguel. Rutting Miguel (side effect of the serum he takes). HEAVY breeding kink. Creampie. Fangs. Hormonal manipulation (mention of serums being injected).

You paced hurriedly through the long corridors of HQ determined to get an answer.

A proper one.

If Miguel O’Hara was growing tired of your casual relationship with him, he’d have to tell that to your face instead of avoiding you.

This had been going on for a couple of days, and you patience was now hanging by a thread. You had tried to reach him through your watch, but he’d either ignore you, or have Lyla come up with ridiculous excuses.

“Visiting Peter and MJ my ass,” you grumbled under you breath, your paces echoing loudly.

The moment you were met with the lab door shut, you stopped dead in your tracks.

That was weird.

“What?”

Approaching the scanner on the wall, you reached out your arm, allowing the sensor to read your dimensional travel watch.

<ACCESS DENIED>

That was really weird.

You flicked your wrist again, but were met with the same message.

This had to be Miguel’s poor idea of a joke, because it made no sense that he’d restrict your access to the very place you worked at.

Letting out a strained breath, you tapped on your watch, hoping to reach Miguel.

But it was Lyla’s orange hologram that emerged instead.

“What’s up, sugar?” she beamed happily, filing her nails.

You scowled. “I was calling Miguel.”

“He has redirected every contact to me,” she shrugged, checking each nail individually.

You pinched the bridge of your nose. “Why can’t I get in?”

“That’s classified.”

“Classified?”

She nodded with an obnoxious smile that only served to grind your nerves. “I work here.”

“So does Miguel and he is working now,” she said with another shrug.

Anger flared inside you as your worst fears were confirmed.

He was avoiding you in particular.

“Can you just open the door?”

“No.”

“Please?”

Her eyes narrowed behind her heart-shapped glasses. “No.”

“I really need to talk to him.”

Adjusting her long coat, she clicked her tongue. “I can pass him a message.”

That wasn’t good enough and he would just ignore it as usual.

“Lyla…” you started, putting on your most convincing fake smile with an equally forced sweet voice to match. “You know I’ve always like you, right?”

The AI scoffed. “Nah, flattery doesn’t work on me, sugar. It wasn’t programmed into my coding,” she grinned deviously. “But you’re free to suggest that Miguel adds it in a future patch.”

You shot her a death glare. “Fine. Just… tell him I’m here and… yeah…” your voice trailed off.

She winked. “Gotcha!”

The hologram disappeared at once and you were left staring at the large metal door in front of you.

You waited for a couple of minutes, before realising she wasn’t coming back with an answer, as you had expected.

A random thought crossed your mind when your eyes landed on the scanner, reminding you that there was another way in.

Miguel would probably get really angry that you were about to activate the emergency protocol, but you couldn’t care less at this point.

Tapping the pattern onto the pad above the scanner, you couldn’t help but to feel victorious as the door swung open, alarms blaring and a mechanical voice echoing through the lab.

“Emergency protocol activated. Proceed with caution.”

You only made it a few steps past the door, before something — or rather someone — flung you across the room with the weight of their body keeping you pinned against a wall.

A muscled forearm was at your throat, effectively caging you in.

“What the fuck?”

“Emergency protocol activated. Proceed with caution.”

The red alarm lights rotated hurriedly on the ceiling, but you were able to identify Miguel, as his weight dug further into you.

“What are you doing here?” he growled, the eyes on his mask narrowing menacingly.

Something wasn’t right.

Your spider senses detected an alarming accelerated heart rate from him, as well as increased body temperature.

“Miguel, let go! It’s me,” you grunted, clawing at his arm to alleviate the pressure.

“I know it’s you,” he said lowly, the digital mask vanishing.

From the corner of your eyes you saw him baring his fangs, droplets of paralysing poison dripping.

His pupils were fully blown and you felt fear rise inside you. “What are you doing?!”

As if your voice had managed to snap him out of it, he eased the pressure on you and took a few steps back.

“Lyla, deactivate the emergency protocol and resume the serum synthesis.”

“Got it, Miguel!”

The alarm was turned off immediately and silence took place.

Your breath was coming out in shallow pants, as you tried to make sense of what had just happened.

Was he that angry that he had gone completely feral?

“Miguel… what…”

He turned his back on you and paced to a nearby centrifuge, the screen atop announcing: <DNA stabilising sequence at 24%>

What was he doing?

“Leave.”

“Can we just talk?” you said, still keeping your distance. “I don’t know why you’re avoiding me, but barring my access-“

Miguel turned around to face you, a deep scowl had settled on his face, twisting his lips.

The glare he gave you was enough to send shivers down your spine.

“I need you gone. Now.”

Fuck. Was he that over you that he couldn’t even stand your presence around?

He had shortened the distance between you two, crimson eyes never leaving yours.

“Why? If you don’t want to be with me just say that,” you groaned in frustration. “Don’t stare at me like you’re about to split me in half. It won’t work.”

Miguel had effectively managed to have your back hit the nearby wall once more, just from the weight of his stare alone.

“I told you to leave. I can’t have you around me.”

“Oh, great!” you scoffed. “Thanks for being so direct.”

Miguel didn’t stop moving until his face was only a few inches away from yours. “You don’t get it.”

“You’re right. I don’t. We’re both adults, so you could have just said this a couple of days ago instead of acting like I’m some nuisance.”

His hand came to grip your jaw and you widened your eyes. “You’re on birth control, right?”

“What…”

He took a deep breath, fangs grazing his lower lip. “Answer me.”

“Yes. Of course.”

Wait… was he scared that he might have knocked you up?

His fingers loosened and he pressed his forehead to the wall right beside your head, groaning out loud.

“Miguel… what is going on?”

You wanted to him a comfort squeeze on his arm, but were too frozen to move.

“Why… why do you have to be on birth control?”

Was he pulling your leg? Was this his twisted version of a joke?

This time, you frowned. “What do you mean why? I don’t want to get unexpectedly pregnant.”

Miguel punched the wall with such force it dented the material and making you jolt.

“I’m rutting.”

Your eyes darted to his face as he straightened up, pupils still dilated and beads of sweat rolling down his temples.

“What… rutting?” you asked, mouth dropping open in confusion.

He growled impatiently. “Side effect of my serum. I usually have an antidote at hand when this happens, but I ran out of one of the components…” he paused briefly as if struggling to breath properly. “I had to go to Peter B’s Earth to get more.”

Oh. So that hadn’t been one of Lyla’s ridiculous lies.

You glanced over at the nearby screen:

<DNA stabilising sequence at 34%>

Oh.

“Why didn’t you tell me about this before?” you asked, wanting to bring him some comfort somehow. “We’ve been together for a few months.”

“It was never necessary. I always had the neutraliser for my serum at hand.”

You bit your lip.

He let out a low dark chuckle. “You have no idea how badly I’ve been wanting to breed you.”

This definitely wasn’t something you were expecting to hear from Miguel O’hara himself, and it made your heart skip a beat.

His arms were caging you, his talons digging deep into the metal right next to your head.

“Is… huh… is there anything I can do?” you asked in a whisper. “I mean… in the lab.”

He pressed his lower half into you at once. “Let me breed you.”

You flinched as his hard cock dug into your crotch and you let out a gasp.

“Can’t you just wait for the synthesis to be over?”

The sound of the metal being shredded tore through your ears and his lips nearly brushed yours. “I told you to leave, but you’re too stubborn, aren’t you?”

His breath was hot and you felt goosebumps rise throughout your body.

“Always running that mouth,” he growled, eyes landing on your lips. “Always defying me… and now I really, really need to breed you.”

For some twisted reason, his words and cock twitching against you were slowly swallowing your mind, causing you to abandon reason.

Miguel was a very dedicated lover, but you had never witnessed such yearning from him.

That was a novelty and it was doing wonders to your ego.

Even if there was a scientific explanation, you could help but plant a soft kiss on his cheek. “You can’t breed me… I’m on birth control.”

His hand came to grip your chin again and you saw anger flicker in his eyes. “There’s ways around that.”

Your eyes widened.

He wasn’t being serious…

… was he?

“Miguel…”

The grip tightened and he rolled his hips. “Let me. Please.”

You knew exactly what he was talking about. He had developed a serum that would neutralise all hormonal manipulation as a way to reset your body in case a spider needed to be injected with a serum.

You had helped him develop it.

Its efficacy neared 90%.

You guessed this neutraliser wasn’t able to prevent the side effects from his very specific serum.

And now he wanted to use it on you, so he could successfully breed you.

“Are you sure?” you asked, not sure why agreeing to this in the first place was sending such an adrenaline rush through your veins.

Miguel moved away from you, bolting to one of the desks, rummaging through the drawers.

You swallowed hard, but remained glued to the wall, heart hammering fast in your chest.

<DNA stabilising sequence at 41%>

In a blink of an eye, he was on you again, holding the syringe in his trembling hand. “I’m desperate, but I need your words first.”

You clenched and felt wetness spilling from you.

How was this so arousing?

“What words?”

He moved to place a quivering kiss to your forehead and you saw the liquid wobble inside the container.

“That’s… not the compound we synthesised.”

“It’s more than that,” he said with another kiss. “It stimulates your ovaries.”

Oh… fuck.

He trailed kisses down your face, before pecking your lips. “I have to breed you. Successfully.”

Your legs nearly gave out at his confession and you nearly moaned as he ripped your suit to gain access to your bicep.

“Tell me I can do this.”

His cock was nudging you again as a reminder of his desire, and you nodded.

“No. Say it.”

He was rubbing your skin with his thumb right where he intended to inject the serum.

“Go ahead.”

“Gracias,” he whispered, planting another kiss to your forehead.

At this point, you were far too drunk in lust to think clearly and your lips parted in a pained moaned as you felt a sharp jab in your arm. He kept his lips on you as reassurance, as the liquid tore through your muscle.

Your heartbeat skyrocketed straight away.

You felt your knees buckle under you, but Miguel steadied you with both arms. “I got you.”

A gasp quickly turned into a moan as the effect of the serum consumed you with each passing second.

He trailed his hands down your body and gripped your hips.

“Turn around.”

You let him guide you, biting down hard on your lower lip, you panties sticking to your soaked folds.

More ripping sounds filled the air as Miguel tried to get rid of your suit, exposing your underwear to him.

You balled your fists and felt one hand on your lower back, adding light pressure. “Bend over.”

Doing as commanded, you felt more wetness spill from you as your body readied itself for Miguel.

The pressure increased. “More.”

Your panties were torn apart right away and you glanced over your shoulder, catching a glimpse of Miguel’s fangs peeking through his lips.

His thumb dragged along your folds, teasing your swollen clit and earning a whimper from you.

“Sorry, but I really need to be inside you,” he grumbled and you nodded.

Your heart skipped several beats, as you tried to control your breathing in anticipation.

The tip of his cock was soon pressed against your opening, and you squeezed your eyes shut.

“I’m sorry.”

Before you could inquire what he meant, your mouth fell open as he rammed inside you, bottoming out at once.

He didn’t wait for your to recover from the initial shock, and began pumping into you so ferociously, you had to grab a hold on the metal railing to your right to keep yourself from losing balance.

Miguel heaved a heavy sigh of relief as if he had been waiting a lifetime for this sensation.

Grunts and groans mixed with the wet sounds of your pussy engulfing his cock over and over again.

“Should have bred you sooner…” he managed to say in between snaps of his hips. “Developed that serum just for you…”

Miguel’s idea of dirty talk was effective. Too effective, because you couldn’t hold back from clenching hard around him, savoring the friction and feel of being stuffed full of him.

He picked up the pace and you thought you were going to die.

Not because it was uncomfortable, but because it was too overwhelming, and your body was responding to his in a way you had never experienced before.

You felt your lower abdomen coil at the sides and figured the serum had reached its target destination.

Miguel gripped both your arms and you let go of the railing, as he tugged hard to have your back smack against his hard chest.

“You’re so lucky this rut didn’t hit me harder,” he growled, hips never faltering. “I was barely able to control myself around you…”

Your eyes fluttered shut and you moaned loudly, feeling his pectoral muscles press into your back. This man was too hot and you found yourself thinking that not being bred by him would be a waste.

That genetic material deserved to be spread.

“Being on birth control with me…” he said through gritted teeth, and you felt his fangs nipping your ear lightly. “You. Deserve. To. Be. Bred.” he punctuated each word with a snap of his hips.

An intense wave of pleasure pulsated from your clit, and you recognised the familiar strings of an orgasm pulling you in and embracing you gentle with each stroke.

“Miguel…” you moaned, blinded by lust and desire.

The grip on your arms loosened briefly and he let your torso lean forward ever so slightly, angling your hips in a way that made him his cock hit you over and over again just where you needed the most.

“I want you full with my babies,” he gasped.

Your orgasm hit you with such force, you thought you were going to collapse and slide off his cock, but he wrapped one arm around you, not allowing you to part from him.

“You feel so good… tighter… tighter,” he urged, as your walls contracted around him rhythmically, faintly at first, but the next stronger than the one before.

You were far too gone to form any words and just let your lips part as an intense moan ripped through your throat.

Miguel was mumbling something behind you, but you couldn’t make out any words as you descended from your height.

Even through quivering legs and pulsing clit, you were able to feel it.

He was now pumping you full with broken snaps of his hips.

You glanced down and saw strings of cum dripping from where he was connected with you.

So much cum.

He wasn’t even slowing down, as he’d usually do at this stage.

Miguel kept on ramming into you from behind, sending more and more cum to drip from within you.

An animalistic growl left his mouth as he finally came to a halt, breathing hard.

He remained balls deep inside you, and you planted on hand on the wall to look in absolute awe at the cum dripping and dangling from your clit, a pool of it now at your feet.

“How did you cum so much?” you managed to say in between laboured breaths.

“I’m rutting, cariño. My body produces more,” he said, pressing a kiss to the back of your neck.

You glanced to the screen nearby.

<DNA stabilising sequence at 100%>

“Maybe you can take the neutraliser now?

He slid his cock out of you halfway, before slamming it back, and you felt more cum spill out. “I don’t think so.”

Oh, you were utterly fucked.

In every sense of the word.

Masterlist

[naamahdarling]

I'm probably going to piss some people off with this, but.

The use of AI and machine learning for harmful purposes is absolutely unacceptable.

But that isn't an innate part of what it does.

Apps or sites using AI to generate playlists or reading lists or a list of recipes based on a prompt you enter: absolutely fantastic, super helpful, so many new things to enjoy, takes jobs from no-one.

Apps or sites that use a biased algorithm (which is AI) which is not controllable by users or able to be turned off by them, to push some content and suppress others to maximize engagement and create compulsive behavior in users: unethical, bad, capitalism issue, human issue.

People employing genAI to create images for personal, non-profit use and amusement who would not have paid someone for the same service: neutral, (potential copyright and ethics issue if used for profit, which would be a human issue).

People incorporating genAI as part of their artistic process, where the medium of genAI is itself is a deliberate part of the artist's technique: valid, interesting.

Companies employing genAI to do the work of a graphic designer, and websites using genAI to replace the cost of stock photos: bad, shitty, no, capitalist and ethical human issue.

People attacking small artists who use it with death threats and unbelievable vitriol: bad, don't do that.

AI used for spell check and grammar assistance: really great.

AI employed by eBay sellers to cut down on the time it takes to make listings: good, very helpful, but might be a bad idea as it does make mistakes and that can cost them money, which would be a technical issue.

AI used to generate fake product photos: deceptive, lazy, bad, human ethical issue.

AI used to identify plagiarism: neutral; could be really helpful but the parameters are defined by unrealistic standards and not interrogated by those who employ it. Human ethical issue.

AI used to analyze data and draw up complex models allowing detection of things like cancer cells: good; humans doing this work take much longer, this gives results much faster and allows faster intervention, saving lives.

AI used to audit medical or criminal records and gatekeep coverage or profile people: straight-up evil. Societal issue, human ethical issue.

AI used to organize and classify your photos so you don't have to spend all that time doing it: helpful, good.

AI used to profile people or surveil people: bad and wrong. Societal issue, human issue, ethical issue.

I'm not going to cover the astonishingly bad misinformation that has been thrown out there about genAI, or break down thought distortions, or go into the dark side of copyright law, or dive into exactly how it uses the data it is fed to produce a result, or explain how it does have many valid uses in the arts if you have any imagination and curiosity, and I'm not holding anyone's hand and trying to walk them out of all the ableism and regurgitated capitalist arguments and the glorification of labor and suffering.

I just want to point out: you use machine learning (AI) all the time, you benefit from it all the time. You could probably identify many more examples that you use every day. Knee-jerk panicked hate reflects ignorance, not sound principles.

You don't have beef with AI, you have beef with human beings, how they train it, and how they use it. You have beef with capitalism and thoughtlessness. And so do I. I will ruthlessly mock or decry misuse or bad use of it. But there is literally nothing inherently bad in the technology.

I am aware of and hate its misuse just as much as you do. Possibly more, considering that I am aware of some pretty heinous ways it's being used that a lot of people are not. (APPRISS, which is with zero competition for the title the most evil use of machine learning I have ever seen, and which is probably being used on you right now.)

You need to stop and actually think about why people do bad things with it instead of falling for the red herring and going after the technology (as well as the weakest human target you can find) every time you see those two letters together.

You cannot protect yourself and other people against its misuse if you cannot separate that misuse against its neutral or helpful uses, or if you cannot even identify what AI and machine learning are.

[rachnamishra1996]

https://pi-labs.ai/pi-labs-joins-nvidia-inception/

[akiizayoi4869]

Detective Conan episode 129 is hands down my favorite episode in the show, primarily because of her:

Ai Haibara/Shiho Miyano. Her introduction was done extremely well. When she's first introduced as the new transfer student, she seems innocent enough, just a bit shy. You don't really get the sense that something is off about her until the Detective Boys get a case from one of their classmates asking them to help find his older brother, who went missing recently. As they search the boy's house, Haibara watches Conan as he investigates, almost as if he was an interesting test subject to look at. Their classmate notices that she's staring at something, and she nods her head in Conan's direction. He looks at Conan and then back at Haibara, only to find a rather creepy smirk on her face. Finding nothing at the house, they decide to look elsewhere. After a while, Conan ditches them to investigate on his own, only to be shocked when they eventually find him. When he asks them how did they know where he was, they tell him that Haibara figured out where he would be. At this point in the episode, you're thinking "either she's a really smart 7 year old kid, or she's the same as Conan and was given the same drug/poison that shrank him". Only to find out much later that it's the latter, but with a twist. They eventually find the boy's brother, who was kidnapped by people involved in a counterfeit money scheme, who wanted him to paint fake bills for them. When the leader intends to shoot at them, Haibara grabs the gun from her and shoots, just barely missing the woman (and it looked as if she missed on purpose).

"There is definitely more than meets the eye with this girl" is what I thought the first time I saw this episode. Until she starts crying because inspector Megure yelled at her for shooting the gun because it was dangerous.

As Conan walks her home, she's still crying, so it really DOES seem like she's a normal girl after all....until Conan begins to leave and she says this:

Turns out that she's not a normal little girl after all, but is actually a member of the black organization, as well as the person who created the drug that shrank Shinichi. She reveals that she also knows exactly who "Conan" really is: Shinichi Kudo. Ai tells him that she may or may not have killed Professor Agasa, and that Conan should check to see if she's telling the truth or not. He quickly runs to the professor's house, only to see that the old man in question is fine. Ai eventually walks in the door and Agasa greets her as if it's just another day and nothing is out of the ordinary. Ai tells them both her backstory: she rebelled against the organization after one of the members killed her sister, and her punishment was death. So she figured that if she was going to die anyway, it might as well be because of her own poison. What she wasn't expecting, however, was for the poison to shrink her. She managed to escape the room she was confined in by going into a garbage chute, and slowly made her way to Shinichi's house, thinking that he would be able to help her since he was in the same predicament that she was now in. Conan, beyond angry at this point because those guys that they caught earlier weren't from the organization like he thought they were, and the fact that he he's face to face with the creator of the poison that shrank him, who also led him to believe that she killed Agasa, someone he's known since he was a toddler, only to find out that she tricked him, lashes out at her. All of the anger and frustration that he felt about his situation finally burst out of him.

She then says that she had no choice in the matter of the development of that drug, and that she never intended for it to be a poison in the first place (which is a very interesting detail that Gosho has yet to explain. I wonder what she means by that?) which pissed Conan off even more, but Agasa managed to calm him down. He demands to go to the place where she created the drug out, this way they can retrieve the data of the drug so that he can be returned to normal, only for Ai to tell him that there's "no point" and show him and Agasa a newspaper that talks about a fire that burned down a pharmaceutical company, and says that even if they go there, nothing would be left. She then remembers that one time, her sister had sent her some floppy disks with pictures of a trip she went on. Ai claims to have looked at them a d sent them right back to her sister, only to discover sometime later that the floppy disk with the drug's data was nowhere to be found. Meaning that she had sent that particular floppy disk to her sister without realizing it. She says that the floppy disks actually belonged to her sister's university professor, Hirota Masami, who they then go to visit to get the floppy disk back. They go his house only to find that he had been murdered. Conan is able to solve the case, and the culprit, a former student of the professor, is arrested and charged with his murder. As they're getting ready to leave, Ai stops them by asking Conan why couldn't he save her sister. He doesn't know what she's talking at first, until she says that the name "Hirota Masami" was the fake name that her sister, Akemi Miyano, used during that bank heist that Conan found himself involved in.

This part was something that I never expected to see: Conan being confronted by a victim's family member on a case that he worked on, someone who knows his real identity. Ai tearfully says that with all of his deductive reasoning he should have been able to see right through her sister's case and realize what was actually going on. She drops to her knees and grabs Conan's shirt, tearfully asking "Why?" before she just completely breaks down in tears.

This scene, along with the soundtrack that was playing during it, is probably my second favorite part of the episode, no matter how sad and heartbreaking it is. Hearing her crying her heart out like that just got to me, as well as Conan saying this:

A few weeks go by and they managed to get the floppy disk containing the drugs data after the police confirmed that they didn't need it as evidence. Ai puts it into the computer at the professor's house, and begins looking through it as she says that it contains data on more than just the drug: it has information about the organization members as well. Conan is pleased because this means that he's one step closer to getting his real body back, as well as taking down the organization. To their utter shock, however, the data begins to delete itself. Ai then says that there was a virus installed in that floppy disk to delete all of the data in it if it was accessed in a computer that wasn't from the organization. Since all of the data is now lost, Ai says that she'll be there for a while since she now has to do everything from scratch. She says to Conan that she looks forward to working with him, who looks at her with mild anger. And thus the most unlikely partnership in the series was born.