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Machine Learnings

Awesome, not awesome.

#Awesome
"After poachers capture a baby chimp in Nigeria or the Ivory Coast–typically in a brutal process that involves killing the parents and other nearby adults so they can’t protect the infant–the animal often shows up on Instagram in posts targeting buyers overseas who are looking for a pet ape. A new facial recognition system for chimps may make it easier for conservation nonprofits and law enforcement to find those posts..." - Adele Peters, Writer Learn More from Fast Company >

#Not Awesome
"In medicine, unchecked A.I. could create self-fulfilling prophesies that confirm our pre-existing biases, especially when used for conditions with complex trade-offs and high degrees of uncertainty. If, for example, poorer patients do worse after organ transplantation or after receiving chemotherapy for end-stage cancer, machine learning algorithms may conclude such patients are less likely to benefit from further treatment — and recommend against it.” - Dhruv Khullar, Health care policy research professor Learn More from The New York Times >

What we're reading.

1/ Abuses of artificial intelligence will continue and worsen until world governments, corporations, and the general public develops ethical standards and governance that guide those who wield it. Learn More from The New York Times >

2/ TikTok, one of the most popular apps in the US, uses a recommendation algorithm that can help users create their own "echo chambers of content" and push them to increasingly radical videos - much like YouTube's. Learn More from Motherboard >

3/ IBM is building a massive database of diverse faces to help ML engineers build algorithms with less bias. Learn More from TechCrunch >

4/ The US government, fearful of what will happen to the country if people can't trust anything they hear or see, is scrambling to find ways to detect and combat deepfake videos. Learn More from CNN >

5/ Despite the tremendous value created by artificial intelligence systems, one expert argues that humankind will abandon AI algorithms if we are unable to build a "translator" that explains how they come to their conclusions. Learn More from Quanta Magazine >

6/ Algorithms trained to detect shipping vessels from satellite imagery are being used by hedge funds to predict swings in commodities prices and global energy markets. Learn More from BBC News >

7/ If you search on Facebook for a neutral term like "vaccination," it's algorithms will steer you toward anti-vaccine propaganda. Learn More from The Guardian >

What we're building.

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Links from the community.

"An Analysis On How Deepmind’s Starcraft 2 AI’s Superhuman Speed is Probably a Band-Aid Fix For The Limitations of Imitation Learning" submitted by Aleksi Pietikäinen (@aleksipietikinen). Learn More from Noteworthy >

"A.I enhanced molecular discovery and optimization" submitted by Flawnson Tong (@flawnsontong1). Learn More from Noteworthy >

"Applied Machine Learning is a Meritocracy" submitted by Samiur Rahman (@samiur1204). Learn More from The Machine Learning Mastery Blog >

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03/02/19 View this email in your browser
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