What could he possibly be smiling about!
You can find the full Sansgore pic from my Pillowfort account: fontgalore!
TVSTRANGERTHINGS

PR's Tumblrdome

Product Placement
YOU ARE THE REASON
NASA

❣ Chile in a Photography ❣
noise dept.
we're not kids anymore.

if i look back, i am lost
Today's Document

祝日 / Permanent Vacation
Alisa U Zemlji Chuda

Andulka
Jules of Nature

pixel skylines
Lint Roller? I Barely Know Her

oozey mess
Cosmic Funnies

seen from Malaysia
seen from Costa Rica

seen from United States

seen from Malaysia

seen from Argentina
seen from United States
seen from Türkiye
seen from Japan
seen from Türkiye
seen from South Korea
seen from United States
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seen from Canada
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@pancakeuniverse
What could he possibly be smiling about!
You can find the full Sansgore pic from my Pillowfort account: fontgalore!

Anya is live and ready to show you everything. Watch her strip, dance, and perform exclusive shows just for you. Interact in real-time and make your fantasies come true.
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Ready for purge
In the UT fandom I’ll keep my old username Pancakepants. For my original content I’ve created a new artist name, Hillatar. I wish to start posting art about my OCs in the context of my country’s nature and mythology.
I’ve separated my SFW accounts, they will be active on tumblr for now.
Personal art blog/”main blog”: https://hillatar.tumblr.com/ SFW UT blog, same as usual: https://pancakehaven.tumblr.com/
My AO3 is obvs staying the very same: https://archiveofourown.org/users/Pancakepants
I have a Pillowfort account, where I’ll slowly start adding my old ship art (NSFW once they change domains), and updating new content: https://www.pillowfort.io/fontgalore
Once PiFo implements side blogs I’ll consider moving my other content there also, but that is a problem for the future.
I’ll see you all on the other side!
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.
As has been pointed out before, there are no humans behind this at all. The review process just reruns either the same algorithm or another algorithm, but people have posted screen shots showing obviously SFW pictures that were still deemed NSFW on review, despite the fact that any human, no matter how overworked / tired would have seen that these pictures were not porn.
Give me Papyrus who is desperate. Who has been in heat for days now, just fingerfucking himself through it, begging for it to stop, for anybody to come take him, fill him up.
Give me Sans who can’t bring himself to open the door, soul tight in his chest, the ache almost unbearable and the smell so tempting but he can’t do it. Not to his own little brother.
And Papyrus breaks, asks Sans to fuck him please dear god. Sans hesitates, every inch of him, every Alpha instinct urging him to claim what is rightfully his. Make Papyrus his own in every way imaginable.
He opens the door just a crack and the sight is too much. Papyrus just lying there, exposed, open, vulnerable. ripe for the taking; And maybe Sans breaks too.
Neither of them remembers their first time that well, it’s a blur of motion and sensation and Papyrus whimpering beneath Sans when the knot presses inside him. Sans bites him, marks him and Papyrus shudders.
It takes a few more hours for the heat to be satisfied and by that time the damage is done.
Scarf Season~
Fall is here, and so is my desire to draw seasonal fluff I took a much more sketchy approach with how I filled in my lines just for fun

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H1 Underfell Frans would be great 🎉🎉
(what’s even anatomy xD)
meme
yup, i do love my small au ( ͡° ͜ʖ ͡°)
Ask and Thou Shalt Receivest!
Well, @pancakehaven asked, and you all get to reap the benefits! Thank you for commissioning me sweetie!
Title: Loving Father, Grateful Sons Pairing: Fontfest - Gaster/Sans/Papyrus Notes: Sanswich, some bondage, Dad-ster/Daddy kink, Sans is being mean to himself again, and Papyrus is cute as hell as always.
Keep reading
DREAM DO COME TRUE MY FRIENDS
I really fuckin’ love reborntale demon sans so much.
This broski is based off of @purrfecktlysinful fanfic —> Sunlight and Shadow
They’ve been workin’ on their fic little at a time and eventually i wanna see some more reborncest!! if you havent read their fic, i very much recommend it!!!!

Anya is live and ready to show you everything. Watch her strip, dance, and perform exclusive shows just for you. Interact in real-time and make your fantasies come true.
Free to watch • No registration required • HD streaming
you can support me with a cup of coffee 💙
People looking at a grease covered bag of bones: "OOOOHHHH, I CANT NOT FUCK HIM"
Where’s the lie tho
it was 2:16 am and this took me 41 minutes to make it i have various questions about myself
Some more Farmertale! Papyrus experiences surface world rain for the first time and takes a shower in it. The sun comes out soon after so they decide to do laundry. I wasn’t sure whether to post this here or on my sin blog, but it seems innocent enough if you ignore the hinted fontcest??
Have you ever seen a twitter thread (or, in this case, two!) that so perfectly expressed everything you’d felt over months and months of harassment persistent? With all credit to @blackblobyellowcone, who is clearly amazing and completely gets it– not just why us women write and read the erotica that we do, but the history behind the censorship we, as a gender, have experienced. Bravo.
I think “high octane bonerade” is one of the best descriptions I’ve seen in a long while.

Anya is live and ready to show you everything. Watch her strip, dance, and perform exclusive shows just for you. Interact in real-time and make your fantasies come true.
Free to watch • No registration required • HD streaming
fug
trying to find content for your rarepair like