The Atlantic

Google Taught an AI That Sorts Cat Photos to Analyze DNA

And it’s very good at it.
Source: Paul Gilham / Getty

When Mark DePristo and Ryan Poplin began their work, Google’s artificial intelligence did not know anything about genetics. In fact, it was a neural network created for image recognition—as in the neural network that identifies cats and dogs in photos uploaded to Google. It had a lot to learn.

But just eight months later, the neural network received for accurately identifying mutations in DNA sequences. And in just a year, a standard human-coded algorithm called GATK. DePristo and Poplin would know;

You’re reading a preview, subscribe to read more.

More from The Atlantic

The Atlantic5 min read
The Strangest Job in the World
This is an edition of the Books Briefing, our editors’ weekly guide to the best in books. Sign up for it here. The role of first lady couldn’t be stranger. You attain the position almost by accident, simply by virtue of being married to the president
The Atlantic8 min readAmerican Government
The Return of the John Birch Society
Michael Smart chuckled as he thought back to their banishment. Truthfully he couldn’t say for sure what the problem had been, why it was that in 2012, the John Birch Society—the far-right organization historically steeped in conspiracism and oppositi
The Atlantic3 min readDiscrimination & Race Relations
The Legacy of Charles V. Hamilton and Black Power
This is an edition of Time-Travel Thursdays, a journey through The Atlantic’s archives to contextualize the present and surface delightful treasures. Sign up here. This week, The New York Times published news of the death of Charles V. Hamilton, the

Related Books & Audiobooks