Google's AI Can Make Its Own AI Now

iStock
iStock

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]

Kodak’s New Cameras Don't Just Take Photos—They Also Print Them

Your Instagram account wishes it had this clout.
Your Instagram account wishes it had this clout.
Kodak

Snapping a photo and immediately sharing it on social media is definitely convenient, but there’s still something so satisfying about having the printed photo—like you’re actually holding the memory in your hands. Kodak’s new STEP cameras now offer the best of both worlds.

As its name implies, the Kodak STEP Instant Print Digital Camera, available for $70 on Amazon, lets you take a picture and print it out on that very same device. Not only do you get to skip the irksome process of uploading photos to your computer and printing them on your bulky, non-portable printer (or worse yet, having to wait for your local pharmacy to print them for you), but you never need to bother with ink cartridges or toner, either. The Kodak STEP comes with special 2-inch-by-3-inch printing paper inlaid with color crystals that bring your image to life. There’s also an adhesive layer on the back, so you can easily stick your photos to laptop covers, scrapbooks, or whatever else could use a little adornment.

There's a 10-second self-timer, so you don't have to ask strangers to take your group photos.Kodak

For those of you who want to give your photos some added flair, you might like the Kodak STEP Touch, available for $130 from Amazon. It’s similar to the regular Kodak STEP, but the LCD touch screen allows you to edit your photos before you print them; you can also shoot short videos and even share your content straight to social media.

If you want to print photos from your smartphone gallery, there's the Kodak STEP Instant Mobile Photo Printer. This portable $80 printer connects to any iOS or Android device with Bluetooth capabilities and can print whatever photos you send to it.

The Kodak STEP Instant Mobile Photo Printer connects to an app that allows you to add filters and other effects to your photos. Kodak

All three Kodak STEP devices come with some of that magical printer paper, but you can order additional refills, too—a 20-sheet set costs $8 on Amazon.

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Slow-Motion Picture: Netflix Is Rolling Out New Playback Speed Controls

You can stay in the Daredevil universe just a bit longer with the slower playback options.
You can stay in the Daredevil universe just a bit longer with the slower playback options.
Netflix

Netflix is now letting some users adjust the playback speed of its content, meaning you can finish The Irishman in a mere fraction of its 3.5-hour run time (or make it last even longer).

As The Verge reports, viewers will have the option to watch videos at 0.5, 0.75, 1.25, or 1.5 times their normal speed, and the feature will be available for regular streaming content and offline downloads. So far, Netflix is only offering it to Android mobile users, but tests are in the works for iOS devices and the web app, too.

When Netflix shared plans to develop playback speed controls back in October 2019, some leaders in the entertainment industry voiced their opposition. Filmmaker Judd Apatow, for example, took to Twitter to explain that distributors like Netflix shouldn’t be allowed to alter content created by others. The streaming giant didn’t abandon the idea, but it did take the negative feedback into consideration. In a July 31 press release, Netflix explained that it was limiting the number of speeds to just four, and each program will always start playing at the normal speed—that way, viewers will have to consciously choose to speed up or slow down videos on a case-by-case basis.

And while content creators may dislike the thought of having less control over how people experience their work, it’s not a new concept. As Netflix pointed out, DVD players and DVRs have long included playback speed options—the feature has also been available on YouTube for years. More importantly, speed controls give users with vision impairments the opportunity to accelerate the audio—since some can process audio faster than sighted folks—and it gives deaf and hard-of-hearing users the chance to slow down the subtitles. Both the National Association of the Deaf and the National Federation of the Blind have endorsed Netflix’s new feature.

While you’re waiting for Netflix to expand the offering to iOS and web users, here are 25 other hacks to enhance your Netflix viewing experience.

[h/t The Verge]