#training to be a hero

[sparksechidna]

Don't give up Gale, one day you'll become a hero like your big siblings

[awakefor48hours]

Thinking about her (a show that was cancelled unjustly) again

[bubbarnes]

“... so you can either do something about it now.”

[clink0maniac]

my favourite zelink and current zelda game obsession (im going crazy)

[wisebeth]

percy : casually strangled a snake as a toddler.

yall :

percy : defeats the minotaur with his bare hands at the age of 12 with no training at all.

yall :

percy : fights and defeats the literal god of war with only a few weeks of training, again, at 12.

yall :

percy : holds the weight of the entire sky at the age of 14.

yall :

percy : carries a literal goddess on his shoulders.

yall :

percy : gets judoflipped by his best friend who is professionally trained and sparred with him for years. where he wasn't even hurt or injured and casually laughs it off.

yall : she aSsAuLtEd him. annabeth is aBuSiVe. percabeth is tOxIc.

[modharvest]

A GIRL BEHIND YOU!!!

[adreamfromnevermore]

Headcanon that the Bats must be the most infuriating members of the justice league. And it's got nothing to do with what they do or don't know or even their general skills and egos. Everyone is very used to Batman and the expectation that him and any of his spawn are somehow going to be three steps ahead of any issue they bring to the table ever.

No no, the infuriating bit? The stalking.

Listen, this is a family of freaks and weirdos. They work so well together because none of them were normal to start with and then they ended up traumatized. It's practically common practice in that family to accept that nothing is what it seems at face value and that all of your siblings are attempting to pry into your private life and cases at any given moment. I think for them it's honestly weirder if you take what they say at face value. They speak a language holy separate from any normally socialized person and it is a language of lies and half-truths that relies on the assumption that all parties are aware of that.

They're the most infuriating bitches around.

They'll tell someone something and appear to do the opposite and when confronted will have the most convoluted but sound reasoning of why they actually did exactly as they promised too.

They regularly pick people's pockets and hack into personal information because for them? That's practically a love language. They're obnoxious and they aren't even aware of it. Someone asks them to just tell the truth and they react like they've been shot. They're probably offended when they realize that someone hasn't been at least attempting to dig into them back, like come on man. I thought we were friends but you didn't even Google how long Nightwings been around? We've already put the bar on the floor for you guys? My siblings already have a full dossier ready on you because they caught us on camera in your home city during that 2 minute conversation we had 3 months ago. They sent it to me a few hours later. I think they got Oracle to help cause usually it takes them at least 12 hours.

You think they're being nice and friendly and then you realize that they have a nice little file compiled of everything you've done in the last five years, where you went to school and every note your teachers ever made about your behavior a decade ago when you were still a high schooler and fairly normal. If asked they'd probably be willing to bring out the family tree they built for you. They know what you did last summer better than you know what you did last summer. They have pictures, pictures that should be impossible because there's no way they were stalking you then and those sure don't look like security camera footage.

In reality Bats and Superman get along so well because that man is an investigative journalist and when they first met he could not leave it alone. Bruce was charmed the first time Clark Kent started doggedly attempting to ask him if he knew anything about Gothams new cryptid. It was cute how off base he was. But he was trying!!!! Bruce was sold for life! He dropped an dossier on lexcorp off in Clarks apartment a few days later. As a gift.

[cartoonbudartz]

Fifteen years ago, the tv animation world was changed forever when a little show about a sailor boy with an adventurous spirit premiered on CN. Although it’s run was short, the series led to a renaissance of animated shows, such as Adventure Time, Gravity Falls, Regular Show, and more. So thanks, Flapjack, for being the godfather of 2010s animation.

[sea-buns]

it wasn't that long ago that i was in a high school math class and yet my eyes have never glazed over faster. i was good at math. i enjoy math. you want the fucking train question? in two minutes? omg i didn't know you were so funny haha

[redha-reading-hood]

it’s too bad Nesta drank wine in taverns every night because she wanted to and not because she was force fed wine by her mate to make her memories hazy so he could do horrifying things to her in public because that would’ve been totally ok

[sodamnbored]

Nico: *grunting unhappily*

Jason: What’s up bud?

Nico, sighing, rubbing his chest absently: I’m having feelings again. Like some kind of fourteen year old kid or something.

Nico: I mean, you remember feelings, right?

Jason, mildly concerned: Yeah…I have feelings every single day of my life.

[awakefor48hours]

[ID: the Gotta Be One of My Favorite meme, an image of a man standing in front of a car, looking to his left, and holding his folded hands up to his chest.

The top of the image has text that's been edited to say "Shout out to physically affectionate m/f platonic friendship fr 🤞🏿" And the bottom text says "Gotta be one of my favorite genders."

Throughout the meme are 14 images include:

Hooty stretching around Lilith for a hug from The Owl House

Vanessa and Finral from Black Clover high-fiving.

Steven and Peridot from Steven Universe sitting together in the cockpit of the gem drill.

Nobara and Yuji from Jujutsu Kaisen holding hands.

Jesse putting a hand on Lake's shoulder in Infinity Train.

Sprig on Anne's head from Amphibia.

Luz resting her head on Hunter's should from The Owl House

Ochako grabbing Tenya's shoulders from My Hero Academia

Willow and Gus from The Owl House linking arms

Jaune hugging Ruby from RWBY

Douxie putting his hand on Claire's shoulder from The Tales of Arcadia

Gray patting Lucy's head from Fairy Tail

Norma and Barney hugging from Dead End Paranormal Park

Bow holding Adora's face from She Ra and the Princess of Power

/End of ID]

[gayhenrycreel]

gotta say, theres something really weird about how online queer spaces pretend that intersex people dont exist. even american queer rights orgs seem to ignore us. and then i see kiwi sites on queer communities and theres comparatively a lot of intersex stuff. i go to a local nurses office and intersex people are included in a pamphlet on representation in books. every queer rights org has a link to to sites for intersex rights. am i crazy or is america falling behind? its quite... concerning

[decarbry]

heroes always stop

[novaneondream]

I could watch 10000000 filler episodes of just them

[aiweirdness]

AI versus a giraffe with no spots

On July 31, 2023, a giraffe with no spots was born at Brights Zoo in Tennessee.

Image recognition algorithms are trained on a variety of images from around the internet, and/or on a few standard image datasets. But there likely haven't been any spotless giraffes in their training data, since the last one to be born was probably in 1972 in Tokyo. How do they do when faced with photos of the spotless giraffe?

Here's Multi-Modal In-Context Learning:

And InstructBLIP, which was more eloquent but also added lots of spurious detail.

More examples at AiWeirdness.com

Are these crummy image recognition models? Not unusually so. As far as I can tell with a brief poke around, MMICL and InstructBLIP are modern models (as of Aug 2023), fairly high up on the leaderboards of models answering questions about images. Their demonstration pages (and InstructBLIP's paper) are full of examples of the models providing complete and sensible-looking answers about images.

Then why are they so bad at Giraffe With No Spots?

I can think of three main factors here:

AI does best on images it's seen before. We know AI is good at memorizing stuff; it might even be that some of the images in the examples and benchmarks are in the training datasets these algorithms used. Giraffe With No Spots may be especially difficult not only because the giraffe is unusual, but because it's new to the internet.

AI tends to sand away the unusual. It's trained to answer with the most likely answer to your question, which is not necessarily the most correct answer.

The papers and demonstration sites are showcasing their best work. Whereas I am zeroing in on their worst work, because it's entertaining and because it's a cautionary tale about putting too much faith in AI image recognition.