it’s been a privilege being horny on main with you tonight.
now, forever, Raven.
let's talk about Bridgerton tea, my ask is open

roma★
Cosimo Galluzzi

blake kathryn
Mike Driver

@theartofmadeline
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YOU ARE THE REASON
todays bird
Keni
Cosmic Funnies

Origami Around
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2025 on Tumblr: Trends That Defined the Year
One Nice Bug Per Day
RMH

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Not today Justin
Color Me Curious
Fai_Ryy

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@ravenscrimes
it’s been a privilege being horny on main with you tonight.
now, forever, Raven.
fuck you staff, here’s my smut again. not probably gonna post any of myself,
like, my body.
But depending on who you are if you ask in a PM i might be coaxed into sharing something
Went to an art gallery like a month ago.
Just know this is gonna get nuked too because not only are these female presenting tits but lesbian ones at that
the horny end times are upon us. thank you all for the last couple years, it’s been great.
my askbox is open if you want to say anything. and i’m feeling pretty uninhibited so if ya want to say something flirty or whatever yeah go for it
i’m really particular about my other social media so you probably won’t see me for a while, but I’ll run in the same usual circles probably. Birds of a feather will find one another and all that
Once, I encountered the funny story of an AI image descriptor with a sheep obsession. It had been trained on pictures of fields of sheep. Therefore, it tagged anything in a field as 'sheep', including an empty field, because they work on statistical probability. Therefore, it thinks "ah, a field! there's probably a sheep here." (It's a bit more complicated but basically that.) It also couldn't recognise sheep in places that weren't fields, such as petrol stations or barns. [cont]
Now, the alarming aspect of this story is that the very same technology is probably what tumblr is using to identify porn. Now, if it can’t tell that an empty field is not, in fact, full of sheep, what hope do we have that it can’t tell an empty room isn’t full of writing human forms engaged in passionate coitus?
this really does sound like an episode of black mirror
But wait, it’s even weirder than that!
This is gonna produce some absolutely baffling pornography.
…. oh my fucking god they actually are using open source software. They’re using a fucking one-layer unidirectional bicategory tag-trained neural network. This will never work. Literally, it will never work. There’s just not enough algorithmic complexity to do what they’re asking of it. I bet you I could prove on a mathematical level that this joke of a neural net fundamentally lacks the abstraction necessary to do its job.
This will never get better. Their algorithm will never stop fucking up, it will never actually flag porn reliably and it will always require a massive quantity of human hours to deal with the deluge of mistagged pictures. This isn’t just a case of an insufficiently trained algorithm, it’s just … this is the most basic neural network you can make. It probably hasa a lot of neurons and has loads of training data but like … you can’t just brute force this kind of stuff. One layer of neurons is just Not Enough.
Also, just to make this clear, Tumblr lied. I mean, we already know this, but I mean they liiiieeeeed. All that stuff they promised about what would or would not be censored? That cannot be delivered on with a system this simple. Nude classical sculptures, political protests, male-presenting nipples (really Tumblr?), nude art outside the context of sex, all that? You cannot train a bicategory one-layer neural network to exclude those things. It cannot be done. Tumblr never intended for those things to actually be permitted, they were just lying. Because the system they have cannot actually do what they said it would and never will be able to.
Also, this kind of system is super vulnerable to counter-neural strategies. I bet you before the end of the month someone hooks up their own open source one layer bicategory neural network which puts an imperceptible (to humans) layer of patterned static over arbitrary images, and trains it by having it bot-post static-ed images to Tumblr and reinforcing based on whether the images are labeled nsfw or sfw. Seriously, within a month someone will have an input-output machine which can turn any image ‘sfw’ in Tumblr’s eyes.
This is genuinely pathetic. Like, I have real pity for whoever implemented this, because it’s clear Tumblr doesn’t actually have any engineers with any expertise with machine learning left at all and they foisted the job off on some poor bastard who has no idea what they’re doing and is going to get all kinds of flak for their (perfectly reasonable and predetermined) failure from management.
If any being felt emotions of benevolence towards me, I should return them a hundred and a hundredfold; for that one creature's sake I would make peace with the whole kind! But I now indulge in dreams of bliss that cannot be realized. What I ask of you is reasonable and moderate; I demand a creature of another sex, but as hideous as myself; the gratification is small, but it is all that I can receive, and it shall content me. It is true, we shall be monsters, cut off from all the world; but on that account we shall be more attached to one another. Our lives will not be happy, but they will be harmless and free from the misery I now feel. Oh! My creator, make me happy; let me feel gratitude towards you for one benefit! Let me see that I excite the sympathy of some existing thing; do not deny me my request!
- Mary Shelly’s Frankenstein. Chapter 17.
God I need to read that book again... this passage feels so much different compared to reading this at age 16...
ill put up the text in a minute but: this shirts good
the text is from “queers read this” a leaflet anonymously published and distributed nyc, june 1990. the excerpt reads:
AN ARMY OF LOVERS CANNOT LOSE Being queer is not about a right to privacy; it is about the freedom to be public, to just be who we are. It means everyday fighting oppression; homophobia, racism, misogyny, the bigotry of religious hypocrites and our own self-hatred. (We have been carefully taught to hate ourselves.) And now of course it means fighting a virus as well, and all those homo-haters who are using AIDS to wipe us off the face of the earth.
Being queer means leading a different sort of life. It’s not about the mainstream, profit-margins, patriotism, patriarchy or being assimilated. It’s not about executive directors, privilege and elitism. It’s about being on the margins, defining ourselves; it’s about gender fuck and secrets, what’s beneath the belt and deep inside the heart; it’s about the night. Being queer is “grass roots” because we know that everyone of us, every body, every cunt, every heart and ass and dick is a world of pleasure waiting to be explored. Everyone of us is a world of infinite possibility.
We are an army because we have to be. We are an army because we are so powerful. (We have so much to fight for; we are the most precious of endangered species.) And we are an army of lovers because it is we who know what love is. Desire and lust, too. We invented them. We come out of the closet, face the rejection of society, face firing squads, just to love each other! Every time we fuck, we win.
We must fight for ourselves (no one else is going to do it) and if in that process we bring greater freedom to the world at large then great. (We’ve given so much to that world: democracy, all the arts, the concepts of love, philosophy and the soul, to name just a few gifts from our ancient Greek Dykes, Fags.)
Let’s make every space a Lesbian and Gay space. Every street a part of our sexual geography. A city of yearning and then total satisfaction. A city and a country where we can be safe and free and more. We must look at our lives and see what’s best in them, see what is queer and what is straight and let that straight chaff fall away! Remember there is so, so little time. And I want to be a lover of each and every one of you. Next year, we march naked.
‘Porn Flakes’ acrylic on cereal package. 2013. #benfrost #benfrostart #kelloggs #cornflakes
Policy on Explicit Artwork & Underage Characters
This post is to clarify Pillowfort’s position on sexually explicit visual art, particularly art containing minors. We apologize for not clarifying our position on this earlier; we have been working on revising the ToS to address these issues, but an incident arose today that necessitated us taking action on this matter, so it seems necessary to put things in plain terms now.
As of this statement, Pillowfort will not allow explicit visual art of characters that appear to be underage. Now, due to the inherently subjective nature of trying to determine the age of a fictional character in a stylized medium, the “gray area” cases will be up to the discretion of the moderator reviewing the content. Broadly, if your characters are close to 18 and could plausibly or arguably be of age based on appearance, that will be allowed. We are not going to comb through the wiki of a particular fandom to try and find the canonical age of a fictional character and then try to figure out if the character in the art piece is supposed to be represented at their canonical age or not. Similarly, many works of art contain sexual activity as a theme of adolescence and coming-of-age– I’m sure you yourself can think of many movies, shows, etc. you’ve seen that featured underage characters in a sexual relationship, some even explicitly– and even if you wanted to argue that art that explored adolescent sexuality was fine and it’s ‘just pornography’ that should be censured, we aren’t going to be the arbiters of what is art vs. ‘merely’ pornography. Therefore, sexual depictions of characters in later stages of adolescence may broadly be considered ‘safe.’
However, any explicit or sexual art of a character that appears to be physically pre-pubescent or barely pubescent (i.e. not plausibly or arguably of age, or even close to it) will be prohibited. We realize this decision may anger some people, but we have devoted a considerable amount of thought to this decision and we feel this is the best approach for our community.
Importantly, we don’t want people to worry that this heralds a broader ban on ‘problematic’ content. When it comes to fictional depictions or descriptions of divisive subjects such as incest, rape, abuse, etc., we do not intend to restrict that content, for largely the same reasons as discussed above with regards to ‘gray-area’ underage content. We understand these subjects can be distressing for many, and we do request that people posting content that is potentially upsetting tag such posts with the relevant terms so that it can be avoided by those who don’t wish to view such content. The only situation we foresee penalizing the posting of this content would be a case already covered in our ToS, where a bad-faith user appears to be intentionally spamming completely unrelated tags or communities with violent or sexual content with the intent or result of disrupting the usual functioning of that tag or community.
We will update the ToS to reflect these new guidelines soon. As always, if these new guidelines are unsatisfactory to you and you want a refund for your PayPal payment to us, you can email us at [email protected] and we will process your refund as soon as we can.
View this post on Pillowfort
オリジナルです。 #wf2017w にてキット頒布致します。下から頭頂部までで28cmくらい。 原型はグレースカルピーとエポキシパテで作ってます。
Buy hwbm on Mobile: https://itunes.apple.com/us/app/heaven-will-be-mine/id1443990923?mt=8
It’s 1981, and the dream of a new home in space for all humanity is dead. After fighting for decades against an intangible and ephemera
If anybody knows of any Twitter accounts that post a lot of cutesy porn / gentle femdom / wlw stuff /chubby girls / cute trans guys and gals, PLEASE let me know!!!
Preferably drawn stuff, preferably furry
Oh and terato stuff is appreciated too…
I really like aesthetically pleasing content, especially lots of soft colors and pastels and pink, especially paired with characters that look soft and huggable, so if anyone knows of Twitter artists who have similar content to artists like Sinful Whispers, Embriel, FluffyBoobs, etc, I would LOVE to know about them
I’m trying really hard to find accounts to follow that will let me have as similar of content on Twitter as what I’ve had here, but I need help.
Maybe reblog this, too, so other people can give me recommendations ?
and persephone is back to getting dicked down by hades in the underworld
bold of you to assume she’s not doing the dicking
“Hades is a bottom” is not the hot take I was expecting to see on my dash today, but I think it’s the one I needed
I made this and showed it to a friend. She said I should post it, so here we are.
This is EXACTLY WHAT HAPPENED
For NSFW content creators, artists and writers, Pornhub might be another platform that you want to consider.
This might be a good alternative actually…. We could go class up porn hub.