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Product Placement
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YOU ARE THE REASON
2025 on Tumblr: Trends That Defined the Year
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@cannabisexual
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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
I’d die on the hill that “stranger danger” is a deeply unhelpful mentality to have. “Ooooh everyone is out to get me they’re all gonna perpetrate harm that’s actually more likely to come from someone I already know. I better never talk to anyone in my community who I don’t already know, just to be safe. I’m sure there are no other biases interwoven with this mentality” like oh my god human traffickers do not just randomly spawn in every parking lot. You don’t have to go solo hitchhiking across the country but you also don’t have to live in fear that every guy on the street is the knife man who’s gonna get you. Like have situational awareness, yeah. But most of the time the guy on the street is not knife man he’s actually just a guy on the street and he’s probably pretty chill, and you’re driving yourself crazy by living in a constant state of unnecessary fear.
Like always safety comes first, especially if you’re in a marginalized group more likely to be targeted by random people around you. But that’s different from stranger danger. I might even say that stranger danger is something that contributes to marginalized groups getting targeted by random people. Which strangers do you find distrust worthy? Why? Does vague distrust justify harmful actions in the name of self defense? Stranger danger draws everyone away from more important issues of safety (underlying bigotries, systemic injustices, abuse in the home, etc) and towards an amorphous boogeyman that has no solution, because it’s not the real cause or culprit.
How did it get up there
It’s difficult to tell - typically light fixtures are installed using some combination of screws and brackets to affix them to the wall, but in this case the actual point of connection is obscured by a cat.
Has someone done this yet

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Snake Oil seller doesn't get why folks at the market aren't taking her seriously :(
Snake oil seller gets a big crowd of folks (including one dragon) at the market and sells out her entire stock!
I love happy endings qwq
dog water
Me too, buddy. Meeeee toooooo
being black in any art community is such a strange feeling cause you’ll see just blatant racism being expressed in others art and you have to just casually ignore it, for your sake if anything, colorism being something that’s just fundamentally there in every artist and you deal with it cause it’s not worth it in the end to even think of it too hard let alone even mentioning it, it’s definitely something
Hello nonblack reader of this post, I think you ought to share this one so that you and your peers can actively remind yourselves 1) of how your Black peers feel when you tolerate antiblack racism in your art spaces for entertainment and 2) that we notice it, but don't believe it is secure around enough of you to bring it up 🙏🏾
Everyone say thank you sanitation workers we owe you our lives sanitation workers
whatever I'm out of here.

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Minotaur is not a species
The Minotaur was named that because he was the son of King Minos. Anyone with a bull head has to be named after their dad, like the Kyletaur or something.
hang on i gotta google something
I am so sorry.
I recently saw a post on Nextdoor where they complained that Animal Control wouldn’t come out and deal with some ducks they saw in a pond.
Like, that’s where ducks go. That is duck home. This is where they are supposed to be. Call Animal Control if the duck is in your living room. Not when you are in the duck’s living room.
My sister is a landscaper/gardener, and one of her clients complained about the deer, specifically she wished they'd go away because she (white lady in America) was "here first."
Gatekeeping is so good and important
What's she saying in the photo
Spin the wheel. Now, imagine you're on a first date with someone who says they`re a [result]. How does this affect the odds of a second date?
100% guarantee I'll want a second date
It's significantly more likely
The odds don't change
It's significantly less likely
There wont be a second date. Absolutely not
Picker Wheel is a wheel spinner for a random picker. Various functions & customization. Enter choices or names, spin the wheel to decide a r
(anon submission)
get more anti school now btw. the school system does inhumane shit to countless youth and it's only getting worse.
you work 5 days a week for 8 hours at a very intense job with multiple skills required. you have 5 minutes to grab all of your very heavy tools and navigate to the opposite end of the building when you change shifts. you get a single 30 minute lunch. you have to exercise, regardless of illness, neurodivergence or disability for an hour and you don't get to choose what you do. you have hours of the same work to do at home. also if you fuck any of this up, or do it the wrong way, or stop showing up, you will be punished and your caretakers could go to jail.
maybe you have the choice to do this all at home. the only difference is that you don't have to transport as much. so you're stuck in one spot, alone, head down, working like you usually would otherwise.
completely inhumane, right? but sure, "kids these days are..." alive people who think and feel. you should not torture children.
kids are natural learners. putting them in what is effectively a prison for the first 18 years of their life does not do anything but make capitalists happy.

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BE PET
GAY DOGS