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Google's AI Can Make Its Own AI Now

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Artificial intelligence is advanced enough to do some pretty complicated things: read lips, mimic sounds, analyze photographs of food, and even design beer. Unfortunately, even people who have plenty of coding knowledge might not know how to create the kind of algorithm that can perform these tasks. Google wants to bring the ability to harness artificial intelligence to more people, though, and according to WIRED, it's doing that by teaching machine-learning software to make more machine-learning software.

The project is called AutoML, and it's designed to come up with better machine-learning software than humans can. As algorithms become more important in scientific research, healthcare, and other fields outside the direct scope of robotics and math, the number of people who could benefit from using AI has outstripped the number of people who actually know how to set up a useful machine-learning program. Though computers can do a lot, according to Google, human experts are still needed to do things like preprocess the data, set parameters, and analyze the results. These are tasks that even developers may not have experience in.

The idea behind AutoML is that people who aren't hyper-specialists in the machine-learning field will be able to use AutoML to create their own machine-learning algorithms, without having to do as much legwork. It can also limit the amount of menial labor developers have to do, since the software can do the work of training the resulting neural networks, which often involves a lot of trial and error, as WIRED writes.

Aside from giving robots the ability to turn around and make new robots—somewhere, a novelist is plotting out a dystopian sci-fi story around that idea—it could make machine learning more accessible for people who don't work at Google, too. Companies and academic researchers are already trying to deploy AI to calculate calories based on food photos, find the best way to teach kids, and identify health risks in medical patients. Making it easier to create sophisticated machine-learning programs could lead to even more uses.

[h/t WIRED]

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Finally! Windows Notepad Is Getting an Update for the First Time in Years
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While some of Window's core programs have evolved dramatically over the years, or disappeared all together, Notepad has remained pretty basic. But as The Verge reports, the text-editing app is about to get a little fancier: Microsoft is updating it for the first time in years.

Since it debuted in 1985, Notepad has become a popular platform for writing out code. One common complaint from programmers working in non-Windows coding language is that Notepad doesn't format line breaks properly, resulting in jumbled, messy text. Now, both Unix/Linux line endings (LF) and Macintosh line endings (CR) are supported in Notepad, making it even more accessible to developers.

For the first time, users can zoom text by holding ctrl and scrolling the mouse wheel. They can also delete the last word in their document by pressing ctrl+backspace. On top of all that, the new update comes with a wrap-around find-and-replace feature, a default status bar with line and column numbers, and improved performance when handling large files.

The arrow keys will be easier to navigate as well. You can now use the arrow keys to deselect text before moving the cursor. And if you ever want to look up a word online, Microsoft will allow you to connect directly to Bing through the app.

The new Notepad update will be made available first to Windows Insiders through Windows 10 Insider Preview, then to everyone on the forthcoming update, codenamed Redstone 5, likely later this year.

[h/t The Verge]

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New Website Lets You Sift Through More Than 700,000 Items Found in Amsterdam's Canals
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Amsterdam's canals are famous for hiding more than eight centuries of history in their mud. From 2003 to 2012, archaeologists had the rare opportunity to dig through an urban river that had been pumped dry, and now 99% Invisible reports that their discoveries are available to browse online.

The new website, dubbed Below the Surface, was released with a book and a documentary of the same name. The project traces the efforts of an archaeological dig that worked parallel to the construction of Amsterdam's new North/South metro line. To bore the train tunnels, crews had to drain part of the River Amstel that runs through the city and dig up the area. Though the excavation wasn't originally intended as an archaeological project, the city used it as an opportunity to collect and preserve some of its history.

About 800 years ago, a trading port popped up at the mouth of the River Amstel and the waterway become a bustling urban hub. Many of the artifacts that have been uncovered are from that era, while some are more contemporary, and one piece dates back to 4300 BCE. All 700,000 objects, which include, toys, coins, and weapons, are cataloged online.

Visitors to the website can look through the collection by category. If you want to view items from the 1500s, for example, you can browse by time period. You also have the option to search by material, like stoneware, for example, and artifact type, like clothing.

After exploring the database, you can learn more about its history in the Below the Surface documentary on Vimeo (English subtitles are coming soon).

[h/t 99% Invisible]

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