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The Building Blocks of Interpretability

The Building Blocks of Interpretability

In 2015, our early attempts to visualize how neural networks understand images led to psychedelic images. Soon after, we open sourced our code as DeepDream and it grew into a small art movement producing all sorts of amazing things. But we also continued the original line of research behind DeepDream, trying to address one of the most exciting questions in Deep Learning: how do neural networks do what they do?

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Raging human drivers slap, body slam innocent self-driving cars

Raging human drivers slap, body slam innocent self-driving cars

Of those, two involve humans mildly attacking the car in question. According to state law, companies that operate self-driving cars must report any such incidents to the DMV. Since the Golden State began keeping such records, there have been a total of 58 such reports, including the six in 2018.

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Did plants cause one of Earth’s great extinctions?

Did plants cause one of Earth’s great extinctions?

Clues are hard to come by when you’re trying to look back to a time when the continents clumped together like a closed fist. But geologists have found evidence that plants, the most gentle of organisms, may have helped kill most of the life in the oceans 374 million years ago.

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Kubernetes Graduates from Cloud Native Computing Foundation (CNCF)

Kubernetes Graduates from Cloud Native Computing Foundation (CNCF)

Established, global organizations like Uber, Bloomberg, Blackrock, BlaBlaCar, The New York Times, Lyft, eBay, Buffer, Squarespace, Ancestry, GolfNow, Goldman Sachs and many others use Kubernetes in production at massive scale. Furthermore, according to Redmonk, 71 percent of the Fortune 100 use containers and more than 50 percent of Fortune 100 companies use Kubernetes as their container orchestration platform.

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The Building Blocks of Interpretability

The Building Blocks of Interpretability

Interpretability techniques are normally studied in isolation. We explore the powerful interfaces that arise when you combine them — and the rich structure of this combinatorial space.

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Google helps Pentagon analyze military drone footage—employees “outraged”

Google helps Pentagon analyze military drone footage—employees “outraged”

A report from Gizmodo says that Google is partnering with the United States Department of Defense and building drone software. The project will reportedly apply Google’s usual machine learning prowess to identify objects in drone footage. Google’s involvement in the project wasn’t public, but it was apparently discussed internally at Google last week and leaked.

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