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@magicallydelicious618 / magicallydelicious618.tumblr.com

Hello, and welcome to the grumblings and random internet discoveries of an engineering student slowly losing her mind. Expect lots of stereotypically nerdy posts mixed with several TV references and sprinkled with the occasional mention of sports. And maybe a shred of wisdom every once in a while. But only if you're lucky.
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One of the most bizarrely cool people I’ve ever met was an oral surgeon who treated me after a ridiculous accident (that’s another story), Dr. Z.

Dr. Z. was, easily, the best and most competent doctor or dentist I’ve ever encountered – and after that accident, I encountered quite a number. He came stunningly highly recommended, had an excellent record, and the most calming bedside manner I’ve ever seen.

That last wasn’t the sweet gentle caretaking sort of manner, which some nurses have but you wouldn’t expect to see in a surgeon. No; when Dr. Z. told me that one of my broken molars was too badly damaged to save, and I (being seventeen and still moderately in shock) broke down crying, he stared at me incredulously and said, in a tone of utter bemusement, “But – I am very good.”

I stopped crying on the spot. In the last twenty-four hours or so of one doctor after another, no one had said anything that reassuring to me. He clearly just knew his own competence so well that the idea of someone being scared anyway was literally incomprehensible to him. What more could I possibly ask for?

(He was right. The procedure was very extended, because the tooth that needed to be removed was in bits, but there was zero pain at any point. And, as he promised, my teeth were so close together that they shifted to fill the gap to where there genuinely is none anymore, it’s just a little easier to floss on that side.)

But Dr. Z.’s insane competence wasn’t just limited to oral surgery.

When I met Dr. Z., he, like most doctors I’ve had, asked me if I was in college, and where, and what I was studying. When I say “math,” most doctors respond with “oh, wow, good for you” or possibly “what do you want to do with that after college?”

Dr. Z. wanted to know what kind of math.

I gave him the thirty-second layman’s summary that I give people who are foolish enough to ask that. He responded with “oh, you mean–” and the correct technical terms. I confirmed that was indeed what I meant (and keep in mind, this was upper-division college math, you don’t take this unless you’re a math major). He asked cogent follow-up questions, and there ensued ten or so minutes of what I’d call “small talk” except for how it was an intensely technical mathematical discussion.

He didn’t, as far as I can tell, have any kind of formal math background. He just … knew stuff.

I was a competitive fencer at this point in time, so when he asked if I had any questions about the surgery that would be necessary, I asked him if I’d be okay to fence while I had my jaw wired shut, or if it would interfere with breathing.

“Fencing?” he said.

“Yes,” I said, “like swordfighting,” because this is another conversation I got to have a lot. (People assume they’ve misheard you, or occasionally they think you mean building fences.)

“Which weapon?”

“Uh. Foil.”

“No, it won’t be safe,” and he went off into an explanation of why.

Turns out, he was also a serious fencer – and, when I mentioned my fencing coach, an old friend of his. (I asked my fencing coach later, and, oh yes, Dr. Z., a good friend of mine, excellent fencer.) (My coach was French. Dr. Z. was Israeli. I never saw Dr. Z. around the club or anything. I have no idea how they knew each other.)

So this was weird enough that later, when I was home, I looked Dr. Z. up on Yelp. His reviews were stellar, of course, but that wasn’t the weird thing.

The weird thing was that the reviews were full of people – professionals in lots of different fields – saying the same thing: I went to Dr. Z. for oral surgery, and he asked me about what I did, and it turned out he knew all about my field and had a competent and educated discussion with me about the obscure technical details of such-and-such.

All sorts of different fields, saying this. Lawyers. Businessmen. Musicians.

As far as I can tell, it’s not that I just happened to be pursuing the two fields he had a serious amateur interest in – he just seemed to be extremely good at literally everything.

I have no explanation for this. Possibly he sold his soul to the devil.

He did a damn good job on my surgery.

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kyraneko

Some god is slumming it on Earth with maxed-out stats helping people and his dive bar of choice is oral surgery.

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…you’re lucky I’m a stubborn asshole because these took way longer to make than I’d like to admit.

holy fucking shit

did you just gif the whole fucking movies

Bitch, EVEN THE CREDITS??

THIS DUDE JUST MADE GIFS OF ENTIRE MOVIES HOLLY SHIT

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candiikismet

I JUST GOT MY ENTIRE LIFE! 🙌🏾🙌🏾🙌🏾🙌🏾

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amuzed1

My childhood in one gifset 💜

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Honestly the mere fact that some people refer to Daddy Long Legs as “harvestmen” is creepier than 90% of all deliberately created horror but like the worst part is that the alternative is calling them Daddy Long Legs

They are harvesting our sorrows

True harvestmen, and not cellar spiders which are the other Daddy Long Legs, are truly omnivorous- known to eat everything from spiders, to fecal matter, to leaves and fungus… But one of the singularly most interesting habits of a particular European species is their almost symbiotic relationship with beehives– particularly man-made beehives. When a bee dies inside the hives, workers will remove the the corpse to just outside the hive just before dark. And the harvestmen? Well, they live up to their name.

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feynites

So what you’re saying is that they are the grim reaper for bees.

The grim beeper

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i know its the mets, but this is the coolest shit i’ve ever seen a human being do

Wtf????

Smoove with it too 

This is the kind of shit you see in anime that shows that a certain character is stronger than other characters. 

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bankuei

“Pathetic.  You can’t even hold the bat you dare step to the plate? Have you no respect for the sport?”

reminds me of this gif

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sueanoi

Baseball players are to be feared

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aiweirdness

Pokemon generated by neural network

I’ve been playing around with char-rnn, an open-source torch add-on for character-based neural networks by Andrej Karpathy, using it to generate everything from cookbook recipes to superhero names to a Lovecraft/cookbook mashup.

I decided to train the neural network to randomly generate Pokemon names and abilities based on this list as a training set - and found that it was good at generating Pokemon. Annoyingly good at it - by the time it had gone through the training set 50 times, it was already fluently plagiarizing Pokemon word for word. I had to go back to my very first snapshot of the neural network (16 times through the training set), at which point it hadn’t yet learned the entire set of names and abilities, and was still coming up with hilarious new ones.

Some sample Pokemon:

Quincelax Abilities: Sturdy, Secene Grace Hidden ability: Tunged Leus
Tortabool Ability: Healy Stream
Strangy Abilities: Wharmwbra, Darp Hidden ability: Magic Guard
Staroptor Ability: Stench Hidden Ability: Stick Hat
Stangute Ability: Banger Hidden Ability: Drang
Tyrnakine Ability: Beak Eye
Minma Abilities: Buttery armor, Shell Armor Hidden ability: Weak armor
Ronch Abilities: None
Mawuh Ability: Rum Power
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iguanamouth

I love a good neural network list but these illustrations… I’m trying not to scream laughing.

Omigosh someone drew pictures to go with these…. I’m dying.

… I’m also Quincelax.

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aiweirdness

New paint colors invented by neural network

So if you’ve ever picked out paint, you know that every infinitesimally different shade of blue, beige, and gray has its own descriptive, attractive name. Tuscan sunrise, blushing pear, Tradewind, etc… There are in fact people who invent these names for a living. But given that the human eye can see millions of distinct colors, sooner or later we’re going to run out of good names. Can AI help?

For this experiment, I gave the neural network a list of about 7,700 Sherwin-Williams paint colors along with their RGB values. (RGB = red, green, and blue color values) Could the neural network learn to invent new paint colors and give them attractive names?

One way I have of checking on the neural network’s progress during training is to ask it to produce some output using the lowest-creativity setting. Then the neural network plays it safe, and we can get an idea of what it has learned for sure.

By the first checkpoint, the neural network has learned to produce valid RGB values - these are colors, all right, and you could technically paint your walls with them. It’s a little farther behind the curve on the names, although it does seem to be attempting a combination of the colors brown, blue, and gray.

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By the second checkpoint, the neural network can properly spell green and gray. It doesn’t seem to actually know what color they are, however.

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Let’s check in with what the more-creative setting is producing.

…oh, okay.

Later in the training process, the neural network is about as well-trained as it’s going to be (perhaps with different parameters, it could have done a bit better - a lot of neural network training involves choosing the right training parameters). By this point, it’s able to figure out some of the basic colors, like white, red, and grey:

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Although not reliably.

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In fact, looking at the neural network’s output as a whole, it is evident that:

  1. The neural network really likes brown, beige, and grey.
  2. The neural network has really really bad ideas for paint names.
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So basically all these separate posts are kind of combining into my head into this one epic fantasy series with mermaids and knights and dragons and pirates

where all the relevant characters are lesbians.

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