passing in public makes me feel like white shrek
literally how it feels
EXPECTATIONS
TVSTRANGERTHINGS
macklin celebrini has autism
Cosmic Funnies

❣ Chile in a Photography ❣
cherry valley forever

@theartofmadeline
Claire Keane
YOU ARE THE REASON

if i look back, i am lost
Mike Driver

gracie abrams

Andulka
he wasn't even looking at me and he found me
🩵 avery cochrane 🩵

oozey mess
Cosimo Galluzzi
ojovivo

tannertan36
I'd rather be in outer space 🛸
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@leftysupremacy
passing in public makes me feel like white shrek
literally how it feels
You can make a movie with where the only white character is a man named Ray Cism whose one line of his 16 seconds of screen time is “I seriously hate women and minorities.” and you’ll find fifty bajillion reader x Ray Cism fanfics and renaissance style drawings of him with a halo of golden light
gender amirite
Just a personal piece for me : )
i did this piece in 2023 when i was coming to terms with being a transgender man. I knew that I would struggle deeply if I accepted this part of myself and I was terrified of that struggle. Yet, I also knew that I would be much happier for it. So I chose the struggle, and it hasn’t been easy but it really has made my life so much better. I am 2 years on T this month, and 3 months post op. I never believed I would be able to make this far, to ever feel this good about my body, to ever live authentically, but here I am!
Sometimes you just gotta jump in.
looking for animal references on image searches has always kind of sucked but it's much worse after AI image generation technology has begun to actually past muster, which is why i always just go straight to inaturalist. can't recommend this highly enough. you get to both find out about niche species you've never even heard of and also see some really good photographs like this one
x
I KNEW I had seen this exact same image before! Good old "Organisms On or Near Appropriate Signs" project.
oh that's a fun project. haven't seen this before. some good ones in here.
Also, I seem to recall inaturalist got on the AI bandwagon, so the signs people might be a safer bet.
[Edit:] oh no, it's the same ppl.
[Edit 2:]
Meet the 20 organizations using generative AI to address tough societal issues.
AI-edited photos are inventing rare bird sightings on iNaturalist, and scientists warn the AI slop could corrupt biodiversity records.
the first source you have linked is about this grant for making enhancements to the kind of machine learning aided identification and labeling/search tools their platform has been developing for almost a decade, and does not involve any AI imagery being generated or shown to users
FAQs What is the history of iNaturalist and AI? iNaturalist has been synthesizing photos and identifications using machine learning since 2017 to provide computer vision suggestions (a kind of AI) on the iNaturalist website and mobile apps. In 2023 we started incorporating observation location into our model training process, which resulted in the geomodel and range maps. All of the training of these models happens on two machines we own and control. Each time we update the model, we write a blog post about the new species that have been added thanks to the observations and identifications from the iNaturalist community. You can read the most recent blog post from April.
the second link is about AI generated or AI enhanced wildlife images being uploaded to citizen scientists database, and the inaturalist director of community support authoring a paper on why this is bad, along with a brief mention of the fact that inaturalist is trying to combat this with flagging that tries to prevent these images from being used in research
“Regular people are posting information that a scientist could probably never get at scale,” said Tony Iwane of iNaturalist, a co-author on the paper. He called the network “almost like a sensor of what is happening on Earth in real time.” His catch: the information needs to be accurate. Feed it bad data and the inferences go wrong. A single AI-invented sighting can suggest a species has shifted its range when it has not. There is a second cost, too. Manipulated images used to train AI identification tools can quietly degrade them.
Fighting back The platforms are starting to respond. iNaturalist now lets users flag images two ways. A fully-AI-generated flag hides the image. An over-manipulated flag drops it to “casual” grade, so it never reaches research databases.
like what possible point could you be trying to make here. what is the purpose of these links.
250 years and most native tribal groups continue to not be federally recognized. Embarrassing!
PUIPUIPUI i can hear the sound of them running
Artfight mass attack on molcar and guinea pig ocs!!
Lesson #22 spit
Full idea credit goes to @the-asexual-winter
First lesson Previous lesson
Thank you to my splendid beta readers!
@xushibeetle
@stelosia
please read this even if you're not indian. especially if you're not indian.
you've seen the jokes. india is "dirty", indians are "everywhere", why don't they fix their own country. ok. let me tell you why, and what's happening right now while nobody's watching.
first, the history you skipped: britain ruled india for two centuries and drained it. economist utsa patnaik's research estimates around $45 trillion in today's money was taken. the india that got independence in 1947 was one of the poorest countries on earth. every "why is india like this" question starts there. you don't get to profit off a robbery and then mock the crime scene.
now, what's happening RIGHT NOW:
in may the question paper for NEET leaked. that's the national medical entrance exam. over 2.2 million students took it. cancelled. years of studying, families' savings poured into coaching, gone overnight because someone sold the paper. students died by suicide after. these were kids who wanted to be doctors.
and out of that came a protest movement. a gen z group called the cockroach janta party, started by a 30 year old named abhijeet dipke, got 22 million instagram followers within DAYS. they've been doing a sit-in at jantar mantar in delhi demanding education minister dharmendra pradhan resign.
and then there's sonam wangchuk. if you've watched 3 idiots, he's the real engineer the character was based on. built solar schools in ladakh. invented ice stupas so himalayan villages have water. spent his whole life on education. he's 59 and he's been on hunger strike for 17+ days now. reporters went to see him this week and he was too weak to talk. and the troll armies are calling him "anti national" and "foreign funded". a man starving himself for other people's children. that's the thing here, anyone who asks a question is suddenly a traitor.
it's not one incident, it's everywhere you look:
• infrastructure worth thousands of crores failing within months of the ribbon cutting. tunnels collapsing in regions where heavy rain is a guarantee, not a surprise.
• youth unemployment near 10% for ages 15 to 29, 13.6% in cities. in a country of 1.42 billion where more than half the population is young.
• only about the top 3% of indians earn above 10 lakh a year. meanwhile billionaire wealth keeps ballooning and the headlines celebrate it.
• manipur burned for over two years. an ethnic conflict, tens of thousands displaced, and the prime minister barely said the word manipur while it happened.
• journalists raided. critics' houses bulldozed. activists sitting in jail for years without trial under laws like UAPA. our press freedom ranking has cratered.
• even the petrol is a fight now, ethanol blending pushed through while drivers complain about their engines and get no straight answers.
and through all of it, the PM, who came to power on religious polarisation (americans, sound familiar?), travels abroad for photo ops and has not held one single open press conference in over a decade. not one.
what i'm asking:
if you're not indian: share this. our media mostly won't cover any of it because the big outlets are owned by the same billionaires the government serves. the only reason wangchuk's fast is getting any coverage is people refusing to look away.
if you ARE indian: speak up even if you're comfortable. especially if you're comfortable. join the protests. add to this, correct me, translate it. staying quiet is a choice when nothing in this post touches your life.
india is not "dirty". india was robbed, and it's being robbed again, from the inside this time. but it's also the country where a 59 year old will starve for strangers' kids and 22 million young people will rally behind a party literally named after cockroaches, because cockroaches survive everything.
we can still save her. but only loudly.
reblog. share. don't scroll past.
this is going to reduce me to tears like i cant handle this image
Jasmine Vine, lead programmer of Hollow Knight & Silksong just transitioned!! I'm so happy for her!❤️🏳️⚧️
her bluesky header & icon are so cute too 🥰
TUMBLR SEXYMAN 2026!!!!
EVERYBODY CHEER!!!!!!!!!!!
as a regular donor to Gaza Soup Kitchen I get their email updates, and they said today that while they've continued to be able to expand, donations are slowing down as Gaza gets less coverage. If you have a few dollars to spare, I encourage you to send them here to continue the amazing work that Hani and his team are doing.
i wanna be a cowboy baby (HD remaster deluxe edition)
🇺🇸december 26, 2025🇺🇸: oreos distributed by gold star distribution inc. recalled in 3 states for insanitary storage and contamination with general filth including rodent piss and shit, bird shit, insects, and possibly salmonella and leptospira