#anyway fuck that guy i talked with

[levia-kun]

One of the most dangerous thing about AI is the bias laundering into the false "objective" truth. Because it's not true that those AIs are neutral or objective in anyway kind or shape and not recognising the bias is incredibly dangerous. Because by filtering the bias through the machine, it's easy to present it as the truth calculated by the unfeeling machine. And existing negative bias will be laundered into an objective truth.

The reason this bias exists, is because databases those AIs are trained on are collected and created by humans. This will lead to them inherently being biased.

Let's use 1 + 1 = 2 as example So obviously 1 + 1 = 2 is always true, right?

Now we change to formular by saying x + x = 2x No objections so far.

So, what is x? In math you can define x as any number or give it a criteria and proof it to be true. But if we expend the definition of x beyond just number or ties to math, what'll happen?

Let's define x as any fruit, then the logic is 1 fruit + 1 fruit = 2 fruits What fruit doesn't matter, we just want to determine the amount of fruits total. So, what's a fruit then? Do we qualify tomatoes? what about zucchini, olives and avocados?

Depending on person a zucchini and tomato are two, one or no fruits. And despite x + x = 2x being a correct operation, results vary so wildly, because the database x, can vary to person to person.

This is no different for AI, because the database itself has been collected and labeled by humans. The bias of who made the database will always be present.

For AI work, data has to be labeled and put into categories. Obviously a picture of a cat will be labeled cat, maybe the colour of the cat, fur pattern etc. Additionally the person can tag it as "cute", which is a more subjective measurement, especially when it's kittens.

So. uhm, What when we apply this principle for humans?

Like queer people get tagged inherently sexual. Lesbians get an additional "hot" label, bisexuals "cheater", gays "feminine" etc. Attractive woman is tied to terms like "pale skin, thin, big breasts, natural beauty (but it's full make up still)" and "undesirable demographic" get tags with negative connotations all over the place.

Then what about the quantity and ratio of data presented? If more than 50% are white, and majority men, how is that not disproportionate? When in many studies the amount of non white is so little, they don't get categorised as their individual ethnicities, but summed up as "non white".

How the fuck is that not bias talking?

Even now, despite open AI scraping the internet in its ethically dubious fullest , has it's own database still to remove CSAM, gore Because it doesn't want the AI to even know and generate it, not because it would be unethical to use those pictures. (which they use underpaid workers for that get traumatised in teh process btw) Yet they can't do the same to curate ratios and check their other biases?

So taking all that into account, it's so, so fucking important to stress, that AI is not objective. It trains on databases carrying the creator's bias, subconciously or not.

It's not some objective machine calculating. It's calculating through the bias of its data.

Machine didn't create itself

Humans did.

[fox-mulder-gets-pegged]

I just wanna say bc I KNOW you're somewhere on tumblr, to the teenage girl who attended Take Your Kid To Work Day at an office building in Ontario, Canada circa 2013 and had a conversation with a middle aged woman in which you showed her your Black Veil Brides fanart and fanfics and ship content and told her about different fanfic tropes including a/b/o verse bc she happened to know who Panic! at The Disco and Fallout Boy were and thus you felt the need to show her your bandblr ship art, that was my fucking mother and I had to clarify all that to her including looking my mother in the eye and trying to explain a/b/o verse without sounding like a lunatic.

It's been 10 years and I still regularly sent evil energies in your direction. Since you'd be probably two years younger than me and thus legally an adult now, please know if this post reaches you it's on sight.

[dreamyluigi]

something something luigi doesn't remember the final events of spm or dimentio at all after he's defeated (but mario remembers everything)

[erandraws]

Are you normal or did Matthew Mercer tell you to your face that Essek Thelyss grew his hair out because he felt like he could finally settle down for a normal life and also because his boyfriend looks hot with long hair so why not him too.

[lilislegacy]

i feel like we gloss over the first few pages of SoN FAR too much. i mean, take percy’s name out and i would think it’s all about hercules. the book opens by dropping banger after banger regarding percy’s recent escapades, as if this is some epic greek myth.

like how did rick just casually slip in that percy strangled a sea monster with his bare hands (no biggie) and we as the readers were just like “sounds right, anyway—”

[musubiki]

balor 🥰

[sergle]

I don’t know if there really is any science behind workout routines separated by sex, but even if there is benefit to doing exercise “for women” i don’t give a shit. and i will intentionally seek out guides made For Men. because by and large, this is how the different video thumbnails shake out

[mothgenes]

Part 3

Part 1 / Part 2 / Part 3

[lotus-pear]

these losers again

[baeshijima]

thoughts on being engaged to duke!sunday, the head of the oak family, an incredibly influential figurehead within society, the close subordinate of emperor gopher wood who brought him and his sister in and raised him like his own, and the villain who faces a tragic ending in a novel you recently finished — the very same one you just so happen to find yourself transmigrated into. he is as cunning as he is blinded, a trait which brought ruin to many in the empire, and one which ultimately brought ruin to himself at the hands of the protagonists.

as luck would have it, you became a barely mentioned side character from a marquis family, whose role was to be the villain's wife stuck in a one-sided love who, too, would get caught up in the tragedy alongside him. however, now that it's you who is stuck in this position, you're determined to try any means necessary to deter him from going down that path, all in an effort to escape your predestined doomed fate!

of course, you didn't expect it to be easy. the day of your arrival in this world was already the night before your wedding, so you had little time to prepare yourself for the nonchalance of your supposed family, how they viewed you as but a means — a tool — to boost their influence and prosperity, the dismissive mannerisms of the household servants, and the absolute beauty of a man you will be married to.

(seriously. the novel descriptions did not do him justice. he was like... like... like he was handcrafted by god himself! and not to mention his sister, robin, was the very epitome of an angel! perhaps you're destined to perish by the god-tier visuals instead...)

to say the least, the wedding ceremony went by quickly. safe to say you didn't spend the night; he was cordial and gentlemanly upon letting you know that he won't do anything until you're ready, that you can take this relationship slow, but somehow you ended up feeling a tad insulted. like, who leaves their newly wedded alone in a big cold bed as they walk out on their own? a sick bastard that's who!

well, whatever. it's not like you need nor want to consummate with him! besides, you have bigger things to worry about — things such as your impending death. and, of course, the only way to stop sunday that you can imagine working is by chipping away at his resolve bit by bit, and opening his eyes to reality.

he is a tragic character, one who cares more about the well-being of penacony and its people than anyone else, but was manipulated into getting his hands dirty in the emperor's stead. you knew this. you sobbed over his story, cursed out the protagonists, and even fought internet randos on novel forums about sunday's motivation and how,

no, he is not just a stupid villain. he is a complex character with flaws and humanity and was cruelly taken advantage of by someone he considered family. he was deceived through the suffering the emperor wanted him to see to make him easily manipulated, creating a rift between him and robin to have that prominent separation. you know what? maybe you're just a !%#@ who can't even #@?"% read properly!

and yet you still find yourself at a loss when faced with the walls he has in place. your initial efforts went as well as it possibly could have; you trying to earnestly help him, while he "kindly" dismisses your offers! well, "kindly" being more condescending since you could read between the lines of his mannerisms and amiable demeanour, but that's fine! you expected this! that just means you have to double down on your sincerity, get through to his heart (somehow), and help him realise humanity isn't as weak as he's led to believe!

you have three years until the novel's plot officially starts, and another year after that until your demise. that's plenty of time to get him to warm up to you!

it was easier said than done, but after your valiant effort and abundance of time put into this relationship, which admittedly you could do with some of that lost time back, you could give yourself a pat on the back with the progress you made! while you definitely could have done without a lot of the headaches, it's safe to say sunday has significantly warmed up to you in comparison to your wedding day. he now willingly eats all his meals with you with some real conversation, takes garden strolls with you in the early evenings, invites you out for dinner at a restaurant at least four times a week, hell he's even joked and laughed with you more frequently! but most importantly, he has begun asking for your opinion before finalising any decisions he is required to make. and he actually listens and considers your side! now, that certainly is the best outcome you could hope for after all this time, and it most definitely will help in your endeavour to save you both from the protagonists!

however, you've noticed he's been more... affectionate? well, at the very least he now willingly holds your hand when in private (not just in moments when you're in the public eye and he has to make sure the family's reputation is spotless), sometimes he will hug you out of the blue ("i just need to... recharge. you have a way of calming me down. i hope you don't mind." ...how could you say no to his supreme god-tier face card? that's just a losing battle you won't even bother fighting against.), oftentimes he opts to just gaze wordlessly at you (robin had mentioned over one of your tea times how it almost appears as though there is no one but you in the world when sunday gazes at you with, in her words, "the eyes of a man so deeply in love!" ...whatever that's supposed to mean...), but a more recent development has been his sudden interest in kissing you; well, more specifically giving you a kiss to the back of your hand or on your forehead — certainly not anywhere near the lips! (besides, he's probably just gotten comfortable with you, enough where he can freely act without judgement. nothing more, nothing less.)

well, either way, development is development! soon enough, the time for the main plot to start has arrived. it of course follows what you remember, from the organised balls to the protagonists meeting to the political aspects of it all. the only difference is sunday's less active involvement in all the schemes and the emperor's ploy. rather, he seems more focused on you and the future of your marriage and even displayed a sudden interest in your practically non-existent relationship with one of the foreign diplomats, aventurine— wait...

"[name]," he calls your name out so sweetly you nearly disregarded it as someone else he was talking to. well, perhaps you would have done had he not suddenly appeared before you, a tight-lipped smile tugging the corners of his lips as he steadily approaches you.

oh. he doesn't seem very happy, if his tense figure is anything to go by. you wonder if one of the nobles grated his nerves a little too much this time?

sunday comes to a halt a step away from you. "i don't like that... gambler being so close to you. it... it brings me a rather unpleasant feeling." there's a slight, trembling pause. not a moment later does he close the gap between you, one knee on the ground as he matches your seated height on the fountain rim, your hands gently enclosed in both of his.

you idly wonder if this is what robin meant by the so-called "eyes of a man so deeply in love" she constantly gushed about, for the way in which he gazes up at you is enough to render you breathless.

"tell me, [name]," he begins once more. there is an underlying desperation woven within his tone, one which has your head spinning and heart thumping wildly as his trembling gaze holds you in place. "tell me, what am i to do with this fervent love and overwhelming adoration i hold for you?"

oh.

...oh.

perhaps your impending doom should be the least of your concerns when you now find yourself in the arms of a clingy husband...

(though, it's safe to say you did, in fact, manage to prevent him from succumbing to his tragic fate! you just gained a loving, yet slight slightly emotionally challenged husband along the way.

well, you can help him work through it; you have the rest of your lives now to figure it out, after all.)

[thecmaly]

really? right in front of my karaage?

-

more windbreaker comics

[knifearo]

ppl are so quick to modify and soften and put qualifiers on aromantic people’s statements. i’ll say “love loses” and here come seven thousand people in the notes going “funny joke but love is good actually!” “romantic love loses but not platonic love platonic love is great!” “but platonic love is still good though…” no actually i said what i meant the first fucking time. is it so hard to let someone just say something ever

[14dayswithyou]

no way you dropped the biggest river lore in the tags and moved on like it was nothing 😭 can i ask if this is still your intentions with him? bc it sounds like you changed your mind halfway 🤔

im ngl though i really enjoy how ren and river are similar and different to each other, but does that mean river would hurt his angel but leave our friends alone the same way ren would never hurt his angel but would unalive all of our friends? since they're suppose to be each other opposites. i really hope this makes sense 😬 my final question is what is ren doing on thursday? i want to go on a cute pier date again 🩷🌸

@secretkoa asked: and can i hear more about what unsent memory is suppose to be about or is that off limits? idk if i asked this in my previous question so ignore me if i did! thank yuo and remember to drink lots of water 🐸🌱

⌞♥⌝ For those who haven't seen the original post, I want to quickly clarify once more that while River was originally my OC, he's since been picked up and revamped by my friend Jesse/@unsentmemory!!

However, now that Jesse has stepped away from the yandere community, River's fate (and da fate of Unsent Memories) has kinda been put on the sidelines for the foreseeable future.

‼️ Massive Unsent Memories and River spoilers under the cut ‼️ CW for: mentions of gore, torture, mutilation, self-harm, etc.

With all of that being said, yes, Jesse's original intention for River was for him to be your standard "serial killer-turned-yandere once he accidentally catches feelings for his latest victim (Bunny)". The only main difference is that I originally planned for River to be a generic murderer first, whereas Jesse had him become a yandere right off the bat.

You also asked to know more about Unsent Memories, and I think giving a general synopsis(?) would be fine?? ^^ But basically... After getting involved in a car accident, Bunny wakes up with amnesia and gets tricked into thinking that this random guy — whom they've never met before — is their loving, supportive boyfriend named River. In turn, he convinces Bunny that staying in their shared home would be more beneficial than staying in the hospital as it might rekindle some old memories, he'd be able to take care of them, and it would be easier for them to recover at their own pace. But surprise!! River is actually a frequent patron at the Murderer Motel™ and now has trapped Bunny in his Torture Basement®!!! <3 He also maaaay or may not've been the one who hit them with Ren's car as well... ^^ Oopsie daisy hehe

And yeah!! Similar to what you've said, River was also supposed to share (somewhat of) a narrative foil with Ren!! I personally wanted them both to have similar, complimenting vibes with each other — all while having completely different/separate motives and incentives when it comes to the object of their affection. I'm glad to see it was conveyed well enough; even after Jesse's additions to River's characterisation :3 I know I already shared some examples in the previous tags, but I can share a few more:

Where Ren puts Angel's feelings and opinions above his own, River purposefully ignores Bunny's and does everything for his own personal benefit. Essentially, "I'm doing this for you" vs "I'm doing this for me".

While Ren would never dream about harming Angel in any capacity, he's perfectly happy to kidnap, extort, torture, and kill everyone else... In contrast to River, who's accustomed to torturing and brutalising others for his own twisted enjoyment and sees it as a way to show his interest in Bunny.

Kinda silly how Ren claims to be a freelance programmer (but is actually a hacker) and how River claims to work at a music shop (it's a coverup for his second torture chamber lmaoooo).

[CW: implications of SH] Ren is willing to go as far as mentally and physically hurting himself if Angel asks him to, whereas River is willing to physically mutilate Bunny if it means keeping them by his side. [end CW]

With that being said, you can assume that Ren is easily swayed by Angel's words, opinions, and emotions, whereas River can easily sway and manipulate Bunny due to his own feelings and emotions.

This is something I've actually mentioned before, but Ren always prefers things to be tidy, so he often cleans himself up after disposing of his victims. Compared to River, who casually wears the bloodstains with pride and blames it on getting a bit rough with someone else during a boxing match.

It's no secret that Ren is willing to change every aspect of himself to earn Angel's love, and River is willing to change his serial killer ways to return Bunny's love. Da power of friendship and repressed childhood memories gksdgjh T_T /silly

Ren pretends to be a Normal Guy© with tons of empathy to spare, whereas River pretends to be a Regular Person℗ with the heart of a himbo.

I could go on but you get da point lol

So, yeah!! This is essentially the vibes we had planned for River (and Unsent Memories) before Jesse stepped down /pos ^^ I feel like talking vaguely about UM is fine since River only has a small cameo in 14DWY — and I'm sure that if Jesse ever returns from war (/silly), they'll give River muuuuch more justice than I possibly can :3c

[marypsue]

Man, it's cool and all if you see a metaphor for marginalisation in the monstrous, and if you want the power fantasy of 'what if you could just eat anybody who threatened you/pissed you off'. Me too.

However, as soon as you start saying 'no, these monsters are a 1:1 on Specific Marginalised Group, and you have to treat them in the fiction like they are directly representative of real human members of the marginalised group', BUT you also, in the fiction, make them hurt/kill/eat humans? And then try to shame me, your audience, for noticing or engaging with the bit where they kill people, because you made them directly representative of a real-world marginalised group? You have lost me, and also, I think, the plot.

[asurrogateblog]

"the average beatle can survive ten stab wounds" factoid is actually just statistical error. the average beatle can survive no stab wounds. Harrison Georg, who was stabbed 40 times after shouting "hare krishna" at a home intruder and leaping onto his back, is an outlier and should not have been counted

[keferon]

May I ask what were the best transformers media you ever saw/read?

Well Transformers Prime, Transformers 1986 and IDW comics are having the first place that’s for sure

And then the second place is kind of shared by Fall of Cybertron, Exodus, Prime wars trilogy, Robots in disguise(2001) and Transformers One.

The third place goes to G1, Animated, Earthspark, Armada, War for Cybertron Netflix series, Aligned Robots in disguise, Bumblebee, Rise of the Beasts and Cyberverse because I only liked some little parts of them.

And then I also saw some of the Bay movies, Victory and Headmasters and didn’t like them at all.

Separate first place for J-Decker. It is not exactly Transformers but it is a show about giant robots and I loved it