destiel || out of the woods bridge
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@desinatural
destiel || out of the woods bridge

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learning not to return to places where I miss the past but see no future
every conversation on here increasingly feeling like this tweet
this animal
Baa baa backstreets, have you any boys

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"But AI can't do your job. It can help you do your job, but that doesn't mean it's going to save anyone money. Take radiology: there's some evidence that AIs can sometimes identify solid-mass tumors that some radiologists miss, and look, I've got cancer. Thankfully, it's very treatable, but I've got an interest in radiology being as reliable and accurate as possible. If my Kaiser hospital bought some AI radiology tools and told its radiologists: "Hey folks, here's the deal. Today, you're processing about 100 x-rays per day. From now on, we're going to get an instantaneous second opinion from the AI, and if the AI thinks you've missed a tumor, we want you to go back and have another look, even if that means you're only processing 98 x-rays per day. That's fine, we just care about finding all those tumors." If that's what they said, I'd be delighted. But no one is investing hundreds of billions in AI companies because they think AI will make radiology more expensive, not even if that also makes radiology more accurate. The market's bet on AI is that an AI salesman will visit the CEO of Kaiser and make this pitch: "Look, you fire 9/10s of your radiologists, saving $20m/year, you give us $10m/year, and you net $10m/year, and the remaining radiologists' job will be to oversee the diagnoses the AI makes at superhuman speed, and somehow remain vigilant as they do so, despite the fact that the AI is usually right, except when it's catastrophically wrong. "And if the AI misses a tumor, this will be the human radiologist's fault, because they are the 'human in the loop.' It's their signature on the diagnosis." This is a reverse centaur, and it's a specific kind of reverse-centaur: it's what Dan Davies calls an "accountability sink." The radiologist's job isn't really to oversee the AI's work, it's to take the blame for the AI's mistakes. This is another key to understanding – and thus deflating – the AI bubble. The AI can't do your job, but an AI salesman can convince your boss to fire you and replace you with an AI that can't do your job. This is key because it helps us build the kinds of coalitions that will be successful in the fight against the AI bubble." - Cory Doctorow, The Reverse Centaur’s Guide to Criticizing AI
Can anyone recommend some entry level behaviours? Thinking of getting into being
im about 5 fucking seconds from putting the peeps in the chili pot and adding the m'n'ms.
SINNERS 2025 | dir. Ryan Coogler
local woman doesnt choose career family or even freedom

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She's being so big and brave.
The long awaited sequel.
the problem is giving up genuinely feels so good #imnotdoingthat
single funniest entry in Star Trek predicting the future
"if i had a time machine i would go back in time and kill hitler"
I would put sea mines around medieval britain. i would give hannibal barca ww2 era heavy artillery and tell him not to stop till he starts seeing gauls. i would give boudica a fucking abrams. i would appear before jesus like an angel and tell him "you gotta stop. not cause theyll kill you, youre fine with that, surprisingly, but because your fanclub is gonna spend about 1500 years making everything worse for everyone, everywhere." I would take a glock back in time and shoot romulus, shoot remus, and shoot that damn dog too just to be safe. i would be on the side of christopher columbus' ship in a scuba suit planting c4 on that bitch like rainbow six siege. i would be waging a one woman campaign of terror across andalusia to prevent the reconquista. i would be getting way out in front of that shit is what im saying,
I hate that ‘bad dream’ just means ‘nightmare’ instead of ‘shitty quality dream.’ I had a bad dream last night. It wasn’t scary it just didn’t make a lot of narrative sense

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The amount of slavery in Ancient Rome was legitimately terrifying tbh
Y’all know that I’m into ancient Roman history and I do a lot of research on it but even though I should be used to it by now sometimes I read an anecdote about how an individual slave was treated and I’m hit with the realization that like a third of the population was living like that and I just need to put my head in my hands for a second
Emperor Hadrian randomly stabbed a slave in the eye in a fit of rage and he was supposedly unusually sympathetic to slaves.
There’s other instances of people randomly punching slaves that they didn’t even know because they got in their way or something. This was just normal behavior.
And slaves didn’t rebel en masse because if even one slave committed an act of violent rebellion it was common practice to kill every slave and former slave in the household.
People only took notice for posterity when these mass executions got into the hundreds of people. One of the few recorded for the history books is of over 400 people being killed because one guy stabbed his enslaver.
Like how many people throughout history were beaten to death because some rich asshole was angry and there was no legal or social consequences for doing so? We don’t know.
When you study ancient history you’re reminded that slavery has never once been kind or justified. It just takes on different forms of evil in every time and place that it infects.