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Janelle Shane
@JanelleCShane
, 7 tweets, 4 min read Read on Twitter
This AI will do its best to turn any picture into a recipe. It doesn't always recover the original recipe exactly.
new blog post: aiweirdness.com/post/185726764…
code & paper by @facebookai : research.fb.com/publications/i…
colab notebook by @jonathanfly : colab.research.google.com/gist/JonathanF… Title: Easy homemade lemon<br /> <br /> Ingredients:<br /> lemon, bread, juice<br /> <br /> Instructions:<br /> -Slice lemon.<br /> -Dip bread into lemon juice to coat completely.<br /> -Eat !
it figured out it is supposed to be making easter eggs, but has no idea how. Title: Easter eggs<br /> <br /> Ingredients:<br /> egg, vinegar, food_coloring, pepper<br /> <br /> Instructions:<br /> -Place eggs in a saucepan and cover with cold water.<br /> -Bring water to a boil and immediately remove from heat.<br /> -Cover and let eggs stand in hot water for 10 to 12 minutes.<br /> -Remove from hot water, cool, peel and slice.<br /> -Place eggs in a bowl and cover with cold water.<br /> -Let eggs stand in hot water for 10 to 12 minutes.<br /> -Drain and rinse wiTitle: Dyed easter egg<br /> <br /> Ingredients:<br /> egg, vinegar, food_coloring, pepper<br /> <br /> Instructions:<br /> -In an empty bowl, whisk 2 eggs and 4 drops red food color.<br /> -Add food coloring (optional).<br /> -Add red food coloring to desired color.<br /> -Pour into an egg carton, scraping bottom with rubber spatula.<br /> -Refrigerate until hardened.
it will try to turn anything into a recipe, even if it's not food Image: Vader and storm troopers<br /> <br /> Title: Homemade sugar syrup<br /> <br /> Ingredients:<br /> water, sugar<br /> <br /> Instructions:<br /> -In a medium saucepan, combine the sugar and water and bring to a boil.<br /> -Boil over moderately high heat, stirring, until the sugar is dissolved, about 5 minutes.<br /> -Remove from the heat and let cool completely.<br /> -Store in an airtight container in the refrigerator.
the interface will now allow you to specify custom ingredients!
i gave it chocolate, cake, and horseradish as the only three allowed ingredients, and it did the best job that could be expected of it Title: Chocolate surprise cake<br /> <br /> Ingredients:<br /> chocolate, horseradish, cake<br /> <br /> -In a medium bowl, combine cake mix, pudding mix, and melted chocolate.<br /> -Mix until well blended.<br /> -Spread evenly into a greased and floured 9x13 inch pan.<br /> -Bake in a preheated 350 degree oven for 35-40 minutes or until toothpick inserted near the center comes out clean.<br /> -Cool completely.<br /> -In a small bowl, combine the frosting and horseradish.
i gave it

fresh_edible_flower, sierra_mist, cake, taco_shell, gold_leaf_foil

which are all valid ingredients, but the AI straight up refuses to add the weirder ones Title: Angel food cake<br /> <br /> Ingredients:<br /> fresh_edible_flower, sierra_mist, cake, taco_shell, gold_leaf_foil<br /> <br /> Instructions:<br /> -Prepare cake mix according to package directions.<br /> -Bake in a 9x13 pan.<br /> -Cool completely.<br /> -Frost with cream cheese frosting.<br /> -Sprinkle with crushed candy bars.
human: squirrel bleach squirrel bleach squirrel bleach
ai: look at the pretty flowers
I tried to break the ai with a picture of cake as prompt and 'taco_shell' and 'gold_leaf_foil' as repeating ingredients and it responded with this Title: Chocolate peanut butter dog<br /> <br /> Ingredients:<br /> taco_shell, gold_leaf_foil, taco_shell, gold_leaf_foil, taco_shell, gold_leaf_foil<br /> <br /> Instructions:<br /> -Melt chocolate in microwave.<br /> -Dip hot dog in chocolate and place on wax paper.<br /> -Let cool.
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More from @JanelleCShane see all

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Janelle Shane
@JanelleCShane
Always ask what training data the AI learned from. Here,
- 16 men and 8 women (probably young & non-disabled)
- pretending to walk with emotion
- auto-transformed to stick figures
- and then 'true' emotions labeled by remote MTurk workers
- ignoring actor's intended emotion
And what about training data for AIs used to identify potential aggression? Or to analyze videos of job candidates?
Every time I see stuff like this I think of CIMON annoying an astronaut with its emotion detection. qz.com/1482839/the-is…
I'm so excited to see this application happen though:
Read 3 tweets
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Janelle Shane
@JanelleCShane
One of my friends just became a US citizen so I’m about to attempt to mark the occasion with a traditional jello salad Mountain Dew, cool whip, marshmallow, lime jello, cream cheese, pineapple, cherries
I’m also making this corn pudding which i know WILL be good
The corn pudding:
1/2 cup melted butter
1 jiffy corn muffin mix
1 can creamed corn (undrained)
1 can regular corn (undrained)
8oz sour cream
Mix and bake at 350 for at least 30 min The ingredients in a 9x11” pan before mixing
Read 6 tweets
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Janelle Shane
@JanelleCShane
Decided to see what would happen if I trained a neural net to write names for self-aware AIs.
May I present: GPT-2 trained on AI names from Iain M. Banks's Culture novels
aiweirdness.com/post/185883998… Not Disquieting At All<br /> Surprise Surprise<br /> And That's That!<br /> Absently Tilting to One Side<br /> ASS FEDERATION<br /> A Small Note of Disrespect<br /> 8 Angry Doughnut Feelings<br /> Mini Cactus Cake Fight<br /> Happy to Groom Any Animals You Want
Impressed at how the neural net managed the Culture ship balance of enthusiasm and snark. New Arrangement<br /> I Told You So<br /> Spoiler Alert<br /> Bonus Points!<br /> Collateral Damage<br /> Friendly Head Crusher<br /> Scruffy And Determined<br /> Race To The Bottom
The neural net was particularly on point when generating the sassier Culture ship names Third Letter of The Week<br /> Well Done and Thank You<br /> Just As Bad As Your Florist<br /> What Exactly Is It With You?<br /> Let Me Just Post This<br /> Protip: Don’t Ask<br /> Beyond Despair<br /> Way Too Personal<br /> Sobering Reality Check<br /> Charming (Except For The Dogs)
Read 4 tweets

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David
@daveunmuted
If u want to learn #AI or #ML completely online without any BS. Follow this route(thread): #elearning

1. Artificial Intelligence:A modern approach by Stuart Russel and Peter Norvig

This book will give a non technical intro into #AI.Read relevant chapters
amazon.com/Artificial-Int…
2. Alternatively u can take "#AI for everyone" course on coursera by @AndrewYNg

This is also non technical.
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3. Then move on to "The hundred page machine learning book" by @burkov

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Christian Oliveira
@christian_wilde
Until now, the only SEO space where AMP was kind of "mandatory" was on news: if you want to appear on the "Top stories" box, you kind of need to have your articles to use AMP. You can appear there withouth AMP, but you don't get the same visual benefits #AMP #SEO .
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🇺🇸 TX Intense TV 🇺🇸
@TxIntenseRadio
@realDonaldTrump signed an executive order on 2/11/19 directing federal agencies to prioritize research & development in the field of AI

The American AI Initiative, is intended to enhance national & economic security & improve Americans' quality of life.

foxnews.com/tech/trump-to-…
President @realDonaldTrump laid out 6 objectives in the Executive Order on Maintaining American Leadership in AI for 6 Departments/Agencies

Secretaries of:
- Defense
- Commerce
- Health & Human Services
- Energy
&
- the Administrator of NASA
- the National Science Foundation
#AI
Executive Order on Maintaining American Leadership in AI
(d)The US must foster public trust & confidence in AI technologies & protect civil liberties, privacy & American values in their application in order to fully realize the potential of AI technologies for the American people
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Arvind Narayanan
@random_walker
New blog post: How to constructively review a research paper
freedom-to-tinker.com/2018/05/15/how…
Let's start by acknowledging that three key review criteria — correctness/validity, impact/significance, and novelty/originality — differ greatly in terms of reviewers’ ability to judge them.
Unfortunately, "novelty" in peer review is often used as a euphemism for cleverness. If this tendency is left unchecked, publishing is at risk of devolving into a contest where academics impress each other.
Some suggestions for reviewers on how to constructively talk about correctness, impact, and novelty in a review. freedom-to-tinker.com/2018/05/15/how…
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Venk Murthy MD PhD
@venkmurthy
More hype around AI, mHealth, wearables. @AliveCor devices can use #AI to find LQTS:

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From the press release:

AUC 0.83, specificity 81%, sensitivity 73%, accuracy 79%

Prevalence of LQTS 160,000 out of US population of 325.7 million (0.049%)
Do we need to do a tweetatorial about how this is grossly insufficient accuracy and will almost certainly lead to more harm than good?
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G. Elliott Morris📈🤷‍♂️
@gelliottmorris
#New PA cong. map increases D chance of winning the House majority by 4%. They only need a 6.8% generic ballot margin now (down from 7.7) to be favored.

Diff. will be closer to 10% in Nov when uncertainty from polls is ⬇️. Redraw is a very big deal.

One major reason the new PA map is such a big gain for Democrats is that it solidifies, not just tips, PA districts in Philly burbs. Also creates one additional vulnerable R district. (Easily seen in this map made by @JMilesColeman)
My forecasting model will have new PA map in the near future. This is not just a simple switch; it’s a coding redesign, restructuring of input, & drawing new geographic files. Takes a while (for me, a student).

In the meantime, just add 3-4% to the model: bit.ly/2018_house
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