I've been learning to do things in a variety of styles, and my character Blin has been one of my test subjects.
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Cosmic Funnies
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Andulka

he wasn't even looking at me and he found me
Today's Document
KIROKAZE

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Noah Kahan
2025 on Tumblr: Trends That Defined the Year
official daine visual archive
Claire Keane
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@viyannacistarrs
I've been learning to do things in a variety of styles, and my character Blin has been one of my test subjects.

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at some point in your life you will be boiling fruit, water, sugar, and lemon juice in a pot to make a syrup or jam. the instructions will tell you to simmer for a certain amt of time. your timer will go off and you will look at the pot and go, "hm, this doesn't look thick enough. maybe i'll let it go for another 10 minutes." this is the devil speaking. it's only so liquid right now because it is at boiling point. it will thicken when it cools down. learn from the follies of my youth and do not let this happen to you
at some point in your life you will be making a sauce or a stew in which you need to add cornstarch to thicken it. and you will prepare a slurry of starch in cold water and think "this looks like way too little starch to thicken this amount of liquid." this is the devil speaking. cornstarch instantly polymerizes at 95°C and if you add too much it will turn into an impossibly thick goop.
at some point in your life you will be making some sort of cream based dessert that requires gelatin to thicken it. and you will soak some gelatin sheets in water and think "this is too few gelatin sheets for this amount of cream." this is the devil speaking. it will thicken in the fridge and if you add too much you will end up with milk jelly
at some point in your life you will be baking cookies. you will take the sheet out after twelve minutes as the recipe instructs and the cookies will still be glistening and soft. "these don't seem cooked enough," you will think to yourself, "i should place them back into the oven until their edges are nice and golden." this is the devil talking. this is how you get dry, overdone cookies. the cookies will continue to bake on the warm sheet for several more minutes and then harden up after sitting on a rack for a while. trust the process. trust the process.
at some point in your life you will be adding a small pasta to a soup and you will think "that is not enough small pasta." this is the devil talking. the pasta will absorb the stock and expand. this is how you end up with a soup that is a solid mass of soggy ditalini.
At some point in your life you will be adding garlic to a dish and you will think "that is not enough garlic." These are angels speaking. They are correct. Add more garlic.
This is literally what people are talking about when they say AI will be used to mainstream widely held bigotry. LLMs are trained on frequency and probability -> straight relationships are more well represented in the dataset -> straight pronouns and terms become the "correct" normal.
This is a form of backdoor bigotry from both normative facts (there are more straight than gay relationships) and well represented bigoted beliefs (men are superior to women).
Combine this with the mass of people inclined to believe (and being encouraged to believe) that if AI says and does something it must be correct
This is what’s known as Algorithmic bias.
It’s when AI produces discriminatory outcomes as a result of being trained on data that is biased which results in these AI systems replicating and reinforcing those biases.
That very well could be why Google Doc’s spellcheck is regurgitating this kind of bigotry because it’s literally what it was trained to do.
Side note this is why BAME folk are so concerned about the rise of facial recognition for criminal investigations. Cause not only is facial recognition less accurate for us than it is for white folk (cause they make up the majority of that trained data) but also because the police systems are institutionally racist.
Which is being reflected and perpetuated by these AI systems I mean people are already being misidentified and wrongfully arrested because of this.
I'm studying AI currently as a masters, and previously as a BSC. This is one of the main problems with AI that has to be taken into account when using it.... or really should be, since many companies either don't bother or people don't realise how intrinsic some biases are.
An example we looked at wasn't even fully gen ai, at least not the way you'd think, it was googles translate. The translation was a poam in I think Turkish, which doesn't have the traditional he/she/they pronouns however when translated into English occupations within the poem got assigned traditional gender roles (she's a nurse, he's a doctor, etc)
you know what, "because i'm in pain" is a good enough reason as any. why do you want to take meds? in pain. why do you wanna cancel? in pain. why didn't you want to talk? in pain. yeah don't be a jerk to everyone you meet and expect them to welcome that. but why were you being a jerk? in pain. it's a reasonable explanation. being in pain should be enough of an explanation. it should be considered an immediate problem that we try to fix as soon as possible instead of expecting the vast majority of people alive to just get on with it.
People with normal hormone systems: My period started 😔
People with PMDD: MY PERIOD STARTED

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before we start posting that july is gay wrath month let’s consider that july is disability pride month first and foremost. the “be gay do crimes” memes can wait
before this post breaches containment and people start going “why not both hehehe” i want you to seriously consider the very long history of disabled people’s existence being pushed aside and/or seen as secondary. i promise you it’s not going to hurt to hold onto the memes and give disabled people space for visibility and celebration.
i say this as a disabled trans person whose trans identity is made front-and-center to the (mainly cis) people who know i’m trans but my identity as a disabled person is brushed off by the very same people.
on another note, watched The Mummy (1999) the other day and I couldn’t help feel like the O’Connells and the Addams (Addams Family Values (1993) would get on really well ya know? The O’Connells are basically the pastel adventure version of the Addams, surely they would just be vibin’ over tea and crumpets in an extremely haunted mansion having a ball of a time
Morticia: “So what is it you do for a living my dear?”
Evelyn: “We dig up dead people who often have monstrous curses placed on them!”
Morticia: “fascinating”
Gomez: *leaping out from behind a pillar which is encrusted with ominous looking runes* en garde!
Rick: *grabs sword from equally ominous looking wall full of weapons one of which seems to be glowing* fantastic I was getting a bit rusty
Gomez: *nearly in tears* oh he’s screaming nonsensically, what spirit! what reslove!
*Rick and Gomez, still frantically sword fighting*
Rick: Have I mentioned how wonderful my wife is yet, I really feel like I haven’t really expanded enough on how wonderful she is
Gomez: do go on, I would be delighted to hear about how wonderful your wife is, I strongly encourge all men to extoll the virtues of their wives with rapturous praise, however I should perhaps mention my wife is in fact better
*sword fighting intensifies as both men rapturously extoll the virtues of their wives*
Jonathan and Fester and Cousin Itt watch from the bar, where Lurch and Thing are making the drinks.
Jonathan and Thing knew one another from The War; each thought the other to be dead
Their reunion is highly emotional
Rick, whilst swordfighting: My wife resurrected an ancient evil that brought about the plagues.
Gomez: What. A. Woman.
I know this sounds like the deranged ramblings of a senile old man but I swear it used to be possible to look up information on the internet
“my father is a boy and my mother is a girl so i’m mixed” is the funniest possible response to someone asking your gender and it came from 6’5 Viking footballer and notable weird little guy Erling Haaland on a Snapchat
comedians can only dream of writing something this funny
Everytime this gets a note when its nowhere near christmas I question my sanity just a little bit more
No, it is July, stop that, stop giving this notes, you guys have lost reblogging privileges

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At the local hamburger shop and they said yelled out “order 167!” And three middle school age kids yelled in perfect unison “ 6 7!” Life is sometimes so beautiful
If you reference 67 you deserve to be executed on the spot tbh
If I was king for a day the first thing I would do would be to sentence you to a life full of love and understanding.
I am an adjunct professor. I said a paper had to be between 6-7 pages that I assigned these freshmen. They burst into unrulyness. I laughed, then said, “Congrats. Now the paper has to be 7 pages. Thank your classmates.” Classroom order was restored immediately. Time and place.
not she berry or he berry but no berry
and that is berry good
what a delightful pest
Thanks, Tumblr.com
Your art is so pretty!!! Also, what’s ur favorite six of crows character?
it's inej <3 and then my 2nd fave is kaz because we both have the same favourite character

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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today I found out my mother doesn’t know what dandelions are and now I’m wondering what other strange secrets she’s been quietly harboring
Where do you live that you don’t have dandelions?
we have dandelions EVERYWHERE, they are basically our State Weed, it is absolutely impossible that my mom has never interacted with a dandelion before, this requires further investigation
So after extensive interrogation I have an update:
my mom is in fact aware that dandelions exist. she temporarily forgot the name and there was some miscommunication.
the truth is actually weirder
she’s aware dandelions look like this
she is familiar with this flower. she knows the name of this flower. she declines to believe, however, that these are also dandelions
she does not believe these are the same plant. I tried to explain, and she thought I was either misinformed or lying. so I asked her what exactly did she think the yellow ones were called?
she answered, with complete confidence: Daffodils.
gosh I enjoy this website
For comparison, this is a daffodil
See, folks in the southern US will tell you up and down those are buttercups, actually.
i don’t think so? i’m southern and buttercups are what we call these things (much tinier)
Wait I thought those bigger cup ones were Easter Lillies???
This is an Easter Lily. It is an actual lily and therefore deadly to cats.
They’re marigolds and I know a bitch when I see one!
This is a marigold:
….we need to start taking the phrase “go touch grass” more literally. go outside and examine a flower i beg u
“buttercups” is a name applied to MANY flowers. in my part of the south it was this one:
imo there’s correct identifications of dandelions, daffodils, easter lilies and marigolds in this thread, but buttercups are simply impossible to agree on and the only solution is for everyone to post pictures of their local buttercups
*squints* is that a motherfucking EVENING PRIMROSE?!??
Hello I would like to add to the confusion:
That purple fella is a Morning Glory as told by my mothers (texan)
⬆️ morning glory
wait so if thats morning glory what is this?
disabled ppl we need to start lying to nosy people okay? you tell me i'm too young to need a cane and i will tell you point blank that maybe you should tell that to the guy who ran me over. you don't get an explanation of my health issues you get lies and depending on how much of an asshole i want to be that lie will be anything from a humble car crash to a 1 billion lions attack. mind yr business.