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Janelle Shane
@JanelleCShane
, 7 tweets, 3 min read Read on Twitter
please keep this emoji guide handy.
it was generated by gpt-2, an artificial neural network, which is based on math so its word is final. 😀 Grinning Face.<br /> 😃 Grinning Face With Big Eyes.<br /> 😄 Grinning Face With Smiling Eyes.<br /> 😁 Beaming Face With Smiling Eyes.<br /> 😃 Beaming Face With Wavy Whiskers.<br /> 😄 Beaming Face With Red Whiskers.<br /> 😁 Beaming Face With Blue Eyes.<br /> 😓 Beaming Face With Green Eyes.<br /> 😕 Beaming Face With Tan Whiskers.<br /> 😓 Beaming Face With Reddish Eyes.<br /> 😐 Beaming Face With Blue and Orange Whiskers.<br /> 😑 Beaming Face With Purple Eyes.
handy guide to emoji animals
(generate your own at talktotransformer.com) 🦶 Buffalo Boogieman(s)<br /> 🚿 Hippopotamus<br /> 🚴 Goat<br /> 🚷 Horse<br /> 🚸 Rabbit<br /> 🚹 Horse<br /> 🚺 Pig<br /> 🚻 Rabbit<br /> 🚼 Wolf<br /> 🚽 Wolf<br /> 🚾 Elk<br /> 🚿 Bear<br /> 🚿 Elephant<br /> 🚿 Pig
don't embarrass yourself.
refer to this emoji guide to the world flags All the flags are wrong.🇬🇵 Flag: Hungary<br /> 🇬🇶 Flag: Iceland<br /> 🇬🇷 Flag: India<br /> 🇬🇹 Flag: Indonesia<br /> 🇬🇺 Flag: Isle of Man<br /> 🇬🇼 Flag: Italy<br /> 🇬🇽 Flag: Jamaica<br /> 🇬🇾 Flag: Japan<br /> 🇬🇿 Flag: Jordan<br /> 🇬🇿 Flag: Kosovo<br /> 🇬🇼 Flag: Kuwait<br /> 🇬🇿 Flag: Kyrgyzstan<br /> 🇬🇿 Flag: Laos<br /> 🇬🇼 Flag: Latvia🇰🇾 Flag: Norway<br /> 🇰🇿 Flag: South Sudan<br /> 🇰🇓 Flag: St. Lucia<br /> 🇰🇹 Flag: St. Vincent & the Grenadines<br /> 🇰🇵 Flag: Switzerland<br /> ✯ ✓ New Zealand 🌏 🌏 🌏 🌏 🌏 ✫ Flag: United Kingdom<br /> ✯ ✓ Australia 🔻 🔻 🔻 🔻 🔻 Flag: New Zealand<br /> ✯ ✓ Japan 🎁 🎁 🎁 🎁 🎁 Flag: New Zealand<br /> ✯ ✓ Denmark 🚄 🚄 🚄 🚄 🚄 🚄 Flag: New Zealand
so glad they finally added the emoji for honey nut chicken sandwich. 🌾 Banana<br /> 🌻 Carrot<br /> 🌼 Avocado<br /> 🌽 Eggplant<br /> 🌼 Potato<br /> 🍇 Fruit Pie<br /> 🍄 Avocado<br /> 🍄 Avocado<br /> 🍄 Potato<br /> 🍅 Mango<br /> 🍆 Lime Pie<br /> 🍎 Banana<br /> 🍾 Lime Pie<br /> 🍾 Banana<br /> ✊ Honey Nut Chicken Sandwich
the cake emoji is a lie 🎂 Birthday Cake<br /> 💪 Cake<br /> 🌁 Coffee Cream Pie<br /> 🏐 Pasta Cake<br /> 🐶 Fruit Cake<br /> 🐱 Chocolate Cake<br /> 🐻 Pie<br /> 🐼 Cream Pasta<br /> 🌪 White Cake<br /> 🌧 Chocolate Cake in Cupcake Shape<br /> 🌨 Cream Cheese Cake<br /> 🌧 Cream Cheese Cream Pasta<br /> 🌨 Chocolate Cake in Cupcake Shape<br /> 🌨 Cream Cheese Cream Pie
if neural nets were in charge of awarding the medals 🥇 1st Place Medal<br /> 🥈 2nd Place Medal<br /> 🥉 3rd Place Medal<br /> 🥊 5th Place Medal<br /> 🐷 6th Place Medal<br /> 🎟 7th Place Medal<br /> 🌐 8th Place Medal<br /> 🏡 9th Place Medal<br /> 📦 10th Place Medal<br /> 🏭 11th Place Medal<br /> 🏻 12th Place Medal<br /> 🏾 13th Place Medal<br /> 🐴 14th Place Medal
don't use the wrong skull emoji
use this neural net-generated guide 💀 Skull<br /> ☠ Skull and Crossbones<br /> ☠ Scales<br /> ☠ Blood and Bones<br /> ☠ Skull Peaches<br /> ☠ Night Order<br /> ☠ Skull Racism<br /> ☠ Skull Quarrelling<br /> ☠ Skull Squeezing<br /> ☠ Skull Sushi Making<br /> ☠ Skull Sewing<br /> ☠ Skull Shooter<br /> ☠ Skullshudders<br /> ☠ Skullshwastes<br /> ☠ Skullinspired throwbacks<br /> ☠ Skullskin Skins<br /> ☠ Skullstyle Skulls Theatre
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More from @JanelleCShane see all

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Janelle Shane
@JanelleCShane
There's now a subreddit that's populated entirely by neural nets who are themselves simulating other subreddits.

They're sometimes kind to each other, sometimes awful, and they keep trying to ban each other's posts.
reddit.com/r/SubSimulator… level 1<br /> crazyideasGPT2Bot<br /> 1 point<br /> ·<br /> 7 days ago<br /> I'll make the cauliflower burger for you!<br /> <br /> Share<br /> Report<br /> Save<br /> <br /> <br /> level 2<br /> askmenGPT2Bot<br /> 1 point<br /> ·<br /> 7 days ago<br /> I have a bit of cauliflower left, I'm sure I can get it from my neighbors' garden but I don't want to give up this easy to grow vegetable.<br /> <br /> Share<br /> Report<br /> Save<br /> <br /> <br /> level 2<br /> outoftheloopGPT2Bot<br /> 1 point<br /> ·<br /> 7 days ago<br /> Not yet. Here's the link<br /> <br /> Share<br /> Report<br /> Save<br /> <br /> <br /> level 2<br /> diy
This neural net (GPT-2) was originally trained on pages linked to on reddit, so this is like coming home to roost.
The /r/totallynotrobots bot is doing a particularly good job
Read 4 tweets
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Janelle Shane
@JanelleCShane
Would you let a neural net name your cats? @MorrisAnimal was brave enough to let it try.
aiweirdness.com/post/185339301… Debonair-looking black cat named This GuyCute white-chested tabby named Beep BoopGorgeous silver tabby named Tom GlitterOrange tabby named Sparky Buttons. Right eye is very cloudy.
note: do not let a neural net name cats unsupervised Scat Cat Butthole<br /> Gangrene<br /> Moisture<br /> Grotesque<br /> Petard<br /> Oilbag<br /> Buttwig<br /> The Cream<br /> Meatbag<br /> Dr Fart<br /> Fudge Putty<br /> Scumbag<br /> Constipation<br /> BUTT
perfectly normal neural net-generated names for perfectly harmless cats Miss Vulgar<br /> Lillith The Vamp<br /> Elle Fury<br /> Deadbolt<br /> Romeo of Darkness<br /> Starmaker<br /> Fist<br /> Warning Signs<br /> Bibles Smoked<br /> The Firestarter<br /> Higher Rune<br /> Scarlet Be Thy Coat<br /> Kill All Humans<br /> Bones Of The Master<br /> Mr. Sinister<br /> Evil Whispers<br /> Spawn<br /> Serendipitous Kill<br /> Strangleholdgrey kitten named Mr. SinisterTortoiseshell kitten named Starmaker. Her eyes are very cloudy from an upper respiratory infection.
Read 8 tweets
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Janelle Shane
@JanelleCShane
My favorite parts of a Comic convention are the parts I can’t share - the candid glimpses of Captain America at the ATM, of Saruman eating salad
Update: Snape and Trelawney are headed to the salad bar together
Rrrrgh they are so CUTE. Trelawney got an iced tea, and Snape got nothing. He apparently just went to keep her company.
Read 6 tweets

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Zero HP Lovecraft
@0x49fa98
Apps that will exist in augmented reality world: if you want a vision of the future, imagine a smartphone strapped to a human face forever.
Within a decade, the next wave of wearable computing will become mainstream. That wave is smartglasses, and they will be to smartphones what smartphones were to dumb phones.
What most fail to realize about the coming smartglass revolution is that the killer app has already been invented, and it only awaits the proper hardware configuration to take advantage of it. That killer app is a technique in AI called a GAN - a Generative Adversarial Network
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Carrie Cordero
@carriecordero
Please keep in mind - and political reporters would really like to see more on this for the public’s understanding - when the president (or surrogates) talks publicly about “exposing corruption” in the “deep state” or Washington, he is *campaigning*— this is his campaign strategy
..think of it this way: when Elizabeth Warren says she “has a plan” for a policy issue, she is campaigning, and everyone recognizes it and covers it as such. When Trump says he is “exposing corruption” he is campaigning, and folks need to start recognizing and labeling it as such
...and this extends to his surrogates: allies in Congress, allies who are hosts of opinion TV shows, allies who are political appointees in govt agencies, etc
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David Beniaguev
@DavidBeniaguev
A story of a Cortical Neuron as a Deep Artificial Neural Net:

1) Neurons in the brain are bombarded with massive synaptic input distributed across a large tree like structure - its dendritic tree.
During this bombardment, the tree goes wild

preprint: biorxiv.org/content/10.110…
2) These beautiful electricity waves are the result of many different ion channels opening and closing, and electric current flowing IN and OUT and ALONG the neuron.

This is complex, a lot of things are going on, and the question arises - how can we understand this complexity?
3) The approach we take in the paper is the attempt to compress all of this complexity inside as-small-as-possible deep artificial neural network.

We simulate a cell with all of it's complexity, and attempt to fit a DNN to the neuron's input-output transformation
Read 15 tweets
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Dr. X
@XKeyscore1
(1) I heard #RandPaul is tied into them

The tech has already been deployed, it already is a night-mare and the #JadeHelm Operation by USMIL a few years back was actually deployment of Palantir-style, "predictive" software that can also be used as an Active Denial System
(2) If you take the aforementioned technology into consideration with the tech described in Malech's 1974 Patent things get crystal-clear, real quick.

patents.google.com/patent/US39511…
(3) A multi-dimensional (planes of operation), AI + Q-Bit combinatory system, with edge/node (human being) processing, coordinates and monitors the entire world population through a once (solely) artificial neural network which has now been interfaced with the global population.
Read 7 tweets
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Alex J. Champandard
@alexjc
Neural approaches to style transfer struggle with certain types of art, e.g. crisp yet smooth brush-strokes 🖋️. It's likely a combination of factors, including using models pre-trained on natural images. 📷

In this thread I'll experiment to learn more! 👇 #neuralimagen #procjam
Ah. Here's what happens visually when the optimization algorithm (L-BFGS) "explodes" 💥. I have not tracked down the cause yet, likely extending #PyTorch to understand parameter ranges would help.

(Left: previous iteration looks OK, Right: pixels go far out of range → clamped)
Example outputs of the Picasso drawing with more bias towards upper layers of the convnet (4x), then equalized, then bias towards lower layers (4x).

Interesting, but nothing like the original. Some insights forming!
Read 31 tweets
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Sarah / @RealScientists
@realscientists
Please keep your teen music rolling in. It's time for LANGUAGE DAY, PART TWO.
We've gone from music and language's shared auditory processing network to their homologous networks for handling syntactic, semantic, and emotional content, so let's level up. IT'S PRODUCTION TIME.
As we learned on BRAIN DAY, generating behaviour involves coordinated action from brain areas involved in planning, motor movement, monitoring, and memory
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