Sep 11, 2019

8 Posts

Graph related to Language Model Analysis (LAMA)
Sep 11, 2019

What Language Models Know

Watson set a high bar for language understanding in 2011, when it famously whipped human competitors in the televised trivia game show Jeopardy! IBM’s special-purpose AI required around $1 billion. Research suggests that today’s best language models can accomplish similar tasks right off the shelf.
Face recognition app identifying individual chimpanzees in footage shot in the wilds of Guinea
Sep 11, 2019

Chimp Recognition

AI is capable of picking faces out of the crowd — even if that crowd is squabbling over bananas in a jungle. Researchers at the University of Oxford developed a face recognition app that identifies individual chimpanzees in footage shot in the wilds of Guinea.
Original vs Deepfake example
Sep 11, 2019

Facing Down Deepfakes

Deepfakes threaten to undermine law and order, perhaps democracy itself. A coalition of tech companies, nonprofits, and academics joined forces to counter potential adverse impacts.
Arcade game
Sep 11, 2019

Leveling the Playing Field

Deep reinforcement learning has given machines apparent hegemony in vintage Atari games, but their scores have been hard to compare — with one another or with human performance — because there are no rules governing what machines can and can’t do to win. Researchers aim to change that.
Machine putting sauce on pizza dough
Sep 11, 2019

Automation’s Frontier: Fast Food

Quick-service restaurants are experiencing record-high employee turnover, while labor advocates are pushing for higher wages. Some experts say these forces are propelling the fast food industry toward full automation.
Photo of Omoju Miller, senior ML engineer at Github
Sep 11, 2019

The Batch: Autonomous Nuclear Weapons?!, Fighting Deepfakes, Recognizing Chimps, Automating Fast Food

When it comes to artificial intelligence, one of the biggest mistakes large companies make is thinking tactically rather than strategically. What’s the difference? Some taxi companies thought they had the internet revolution...
Photo of Omoju Miller, senior ML engineer at Github
Sep 11, 2019

Think Strategically, Not Tactically

When it comes to artificial intelligence, one of the biggest mistakes large companies make is thinking tactically rather than strategically. What’s the difference? Some taxi companies thought they had the internet...
Automated aircraft overflying a field
Sep 11, 2019

Can AI Wage War? Should It?

The U.S. military is developing a new generation of automated weaponry. Some people are calling for automated generals as well.

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