Twitter Shuffles Deck as COO Bain Steps Down

Twitter Chief Operating Officer Adam Bain is leaving the company, according to a document the company filed with the Securities and Exchange Commission earlier this week. The news comes just weeks after Twitter’s attempt to find a buyer failed. Bain ran the company’s entire revenue business. Chief Financial Officer Anthony Noto will step into his vacated spot, meaning the company will need to find a new financial chief. Noto will continue to lead Twitter’s live content business, according to the SEC filing.

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What Your Web Browser Says About You

In his best-selling new book, Originals: How Non-Conformists Move the World, Wharton professor Adam Grant—a recent TED speaker—explores why some people are more successful than others in champion…

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AMC CEO actually wants to allow texting in movie theaters

Looking for a way to attract more millennials into the movie theater, AMC Entertainment CEO Adam Aron is considering the possibility of allowing moviegoers to keep their smartphones active during a movie in order to send text messages.

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Now You Can Turn Your Photos Into Computerized Nightmares With 'Deep Dream'

Image created by Kyle McDonald using Google's Deep Dream programImage created by Kyle McDonald using Google's Deep Dream program

Michelangelo’s ‘Creation of Adam’ as seen through Google’s Deep Dream

Kyle McDonald, Flickr CC-By-2.0

Created by digital artist Kyle McDonald using Google’s Deep Dream program.

Have you ever wondered how your computer sees the world? Spoiler alert: it’s the stuff of psychedelic nightmares, as the internet found out last month when Google revealed that in order to sort and categorize images online, it uses an artificial intelligence program that looks for patterns and sometimes gets things wrong, finding random dog faces, swirls, and hands where there are none.

A new website from entrepreneur Zain Shah called Deep Neural Net Dreams, or #DeepDreams for short, takes code from Google’s AI and lets you upload your own photos, which the site then transforms them into eerie, computerized dreamscapes.

Google’s artificial neural networks (ANNs) are used to discern and process the millions of photos scraped by the search giant and organized in Google Images. In the case of the Google Images ANN, Google’s developers taught this artificial intelligence hive mind how to recognize certain objects by showing them repeated examples of said object.

For example, after seeing a bunch of pictures of starfish, the program would begin to understand that a starfish is typically a shape with five triangular points, and an orange color. The team realized that this same program could be used to also generate images of those things. The program is a ways off from being able to do this perfectly, but what it “dreamed” up is pretty trippy.

Now you can produce your own psychedelic images with Deep Neural Net Dreams, Shah’s image generator that mimics ANNs’ creations. All you have to do is upload an image and wait for it to transform into some kind of surrealist nightmare. Then post it to social media with the tag #deepdream, so other researchers can further study them.


Sarah Fecht/ Popular Science

Before and after of Assistant Editor Sarah Fecht’s cat Padma.

Levi Sharpe/ Popular Science

A very flattering picture of me and my girlfriend.

Little Mushroom

Paul Adams/ Popular Science

Senior Editor Paul Adams’ cat Little Mushroom.

The Popular Science office isn’t the only one having a blast with the image generator. Numerous other techies, programmers, artists, and just general members of the internet public have taken to seeing what sorts of weird monsters are lurking in their images. Here are just a few examples of the growing number of #deepdream scenes.

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First look: ADAM iOS-connected asthma monitor

The Automated Device for Asthma Management, or ADAM, by Health Care Originals is a unique iOS-connected medical device that aims to provide users with a complete solution for managing their asthma.

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