AI Weirdness: the strange side of machine learning

Tag: neural networks

Total 304 Posts
I trained a neural net on my own book

I trained a neural net on my own book

I spent the last two years writing a book on AI [https://www.janelleshane.com/book-you-look-like-a-thing]. It’s called You Look Like a Thing and I Love You, and today it’s finally out! And since training neural nets on things is a large percentage of my blog, of course
Easy Halloween treats generated by AI

Easy Halloween treats generated by AI

Doing a Halloween party? Need to bring a festive food? Advanced artificial intelligence is here to help. After all, some say that large neural networks like GPT-2 [https://aiweirdness.com/post/185085792997/gpt-2-it-cant-resist-a-list], which trained on huge collections of text from the internet, have therefore absorbed huge amounts of the
My TED talk on AI

My TED talk on AI

Remember a few months ago when I spoke at the 2019 TED conference in April (and kinda used a classic machine learning reward function hack [https://aiweirdness.com/post/184458515782/learning-to-hack-like-a-faulty-ai] on Simone Giertz’s robot workshop)? Well the video is UP! Watch it [https://www.ted.com/talks/janelle_
Things neural networks are saying about my book

Things neural networks are saying about my book

Okay so the above reviews have some subtle clues that they might not have been written by real live humans. In fact, they’re the work of a text-generating neural network that OpenAI trained [https://arxiv.org/pdf/1704.01444.pdf] on millions of Amazon reviews. The color of the
Halloween costumes by the neural net GPT-2

Halloween costumes by the neural net GPT-2

In my opinion, one of the best applications of neural networks is for generating Halloween costumes. Thanks to a dataset of over 7,100 costumes crowdsourced from readers of this blog, I’ve been able to generate Halloween costumes with progressively more powerful neural networks. In 2017, I used char-rnn
A.I. versus confusing goose game

A.I. versus confusing goose game

There’s a game called Untitled Goose Game [https://t.umblr.com/redirect?z=https%3A%2F%2Fgoose.game%2F&t=OGJmMGVkMjNlMWE1YjQxMTVhZTNhOTRjOTM2ZjE2NWZhNDQ2ZDM5Yyw4NmFjMTNiNjUxOGMwMDZjYzc3MjE2NjA5NjBhOGJjYmIyNjVkNjdk] , in which you play as a horrible goose that wreaks various forms of mischief on some mild-mannered villagers. You have a to-do list of mayhem such as:
A.I.nktober: A neural net creates drawing prompts

A.I.nktober: A neural net creates drawing prompts

There’s a game called Inktober [https://inktober.com/] where people post one drawing for every day in October. To help inspire people, the people behind Inktober post an official list of daily prompts, a word or phrase like Thunder, Fierce, Tired, or Friend. There’s no requirement to use
A neural net names mushrooms

A neural net names mushrooms

When neural nets try to name things, the results can be indisputably weird. Every once in a while, I come across an arena where the human-invented names are every bit as strange as those a neural net can come up with. Often, scientists are to blame. Species of bird [https:
Dungeon crawling or lucid dreaming?

Dungeon crawling or lucid dreaming?

I’ve done several experiments with a text-generating neural network called GPT-2. Trained at great expense by OpenAI (to the tune of tens of thousands of dollars worth of computing power), GPT-2 learned to imitate all kinds of text from the internet. I’ve interacted with the basic model, discovering
First there was SkyKnit. Now there's HAT3000

First there was SkyKnit. Now there's HAT3000

[Chunky Hat”, crocheted by Joannastar] A while ago, I tried to train a neural network to generate knitting patterns by showing it a few thousand existing patterns so it could use trial and error to generate new patterns. I called the project SkyKnit [https://aiweirdness.com/post/173096796277/skyknit-when-knitters-teamed-up-with-a-neural] , and
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