Technologies

Here’s Why Amazon Wants To Kill the Barcode

Barcodes work well for people, but not robots.

Robots may be the future, but robotic arms are apparently no good at using the good ol’ barcode. Barcodes can be hard to find and can be affixed to oddly shaped products, something robots can’t troubleshoot very well.

As a result, Amazon said Friday that it has a plan to kill the barcode.

Using pictures of items in Amazon warehouses to train a computer model, the e-commerce giant has developed a camera system that can monitor items flowing one-by-one down conveyor belts to make sure they match their images. Eventually, Amazon’s AI experts and roboticists want to combine the technology with robots that identify items while picking them up and turning them around.

«Solving this problem, so robots can pick up items and process them without needing to find and scan a barcode, is fundamental,» said Nontas Antonakos, an applied science manager in Amazon’s computer vision group in Berlin. «It will help us get packages to customers more quickly and accurately.»

The system, called multi-modal identification, isn’t going to fully replace barcodes soon. Products in Amazon warehouses will need to have barcodes as long as outside companies that make and ship them rely on the technology to identify and track stock. Amazon’s new system is currently in use in facilities in Barcelona, Spain, and Hamburg, Germany, the company said, adding that it’s already speeding up the time it takes to process packages there. The technology will be shared across Amazon’s businesses, so it’s possible you could one day see a version of it at a Whole Foods or another Amazon-owned chain with in-person stores.

Amazon has built computer vision into other products. You can ask an Echo Show smart display, «Alexa, what am I holding?» to get help recognizing objects around the house. The feature is called Show and Tell and was designed with vision impaired people in mind. Smart phone makers and social media companies have also included AI features in camera and photo apps, categorizing photos automatically, for example.

The problem that the system eliminates — incorrect items coming down the line to be sent to customers — doesn’t happen too often, Amazon says. But even infrequent mistakes add up to significant slowdowns when considering just how many items a single warehouse processes in one day.

Amazon’s AI experts had to start by building up a library of images of products, something the company hadn’t had a reason to create prior to this project. The images themselves as well as data about the products’ dimensions fed the earliest versions of the algorithm, and the cameras continually capture new images of items to train the model with.

The algorithm’s accuracy rate was between 75% and 80% when first used, which Amazon considered a promising start. The company says the accuracy is now at 99%. The system faced an initial hiccup when it failed to catch color differences. During a Prime Day promotion, the system couldn’t distinguish between two different colors of Echo Dots. The only difference between the packages was a small dot that was either blue or gray. With some retooling, the identification system can now assign confidence scores to its ratings that only flag items it’s very sure are incorrect.

Amazon’s AI team says it will be a challenge to fine-tune the multi-modal identification system to assess products that are being handled by people, which is why the ultimate goal is to have robots handle them instead.

Technologies

Apple Launches Creator Studio Package as $13 a Month Subscription

Mac users can still buy the apps individually, but subscribers get access to Final Cut Pro and other Studio tools.

Apple is bundling its pro filmmaking and audio tools including Final Cut Pro with its productivity apps Keynote, Pages and Numbers into a subscription software suite called Apple Creator Studio.

The package, which includes apps for Mac, iPad and iPhone, includes Logic Pro, Pixelmator Pro, Motion, Compressor, MainStage and the whiteboard app Freeform. Creator Studio will be available starting Jan. 28 at a cost of $13 per month or $129 per year, or $3 per month or $30 per year for students and educators. Mac users will still have the option to purchase software like Final Cut Pro for a one-time free. The current price for Final Cut Pro in the Mac App Store is $300.

While apps such as Keynote and Pages are already free on Apple platforms, it appears that new versions of those apps will receive access to beta features that will roll out first to Creator Studio subscribers. The announcement by Apple alludes to «new AI features and premium content» in some of the apps it otherwise makes available to use for free.

What the Creator Studio bundle comes with

The star of the show in Creator Studio is Final Cut Pro, the video editing software that will now include Transcript Search on both Mac and iPad. There is also a new Beat Detection feature Apple says uses an AI model to analyze a music track and display a beat grid, making it easier to cut video to music rhythms. The software also will include a new Montage Maker on iPad for quick social video creation.

Motion, the 2D and 3D graphics tool, and Compressor also integrate with Final Cut Pro. Apple touted Motion’s Magnetic Mask feature for isolating objects or people without the need for a green screen.

Logic Pro has new features for musicians, including a Synth Player addition to AI Session Players. Chord ID, a new AI feature, can create chord progressions from audio or MIDI recordings. A new Sound Library will have hundreds of royalty-free clips, samples and loops.

A revamped MainStage app gives subscribers access to instrument, voice-professing and guitar rig tools. Pixelmator Pro arrives with new tools and filters, and there will be an iPad version in addition to the Mac tool.

Freeform in the Creator Studio package will add premium content, including curated photos, graphics and illustrations. It will also get new AI features that include image creation.

Technologies

Reddit Outage Resolved: Here’s What Happened

Did you have trouble reading your favorite subreddits today? You weren’t alone.

If you had trouble accessing the news and discussion forum Reddit on Tuesday, you weren’t the only one. However, as of 10:15 a.m. PT, the site appears to be back up and running normally. Reddit’s status monitoring page, RedditStatus.com, notes that «all systems (are) operational» after the brief outage.

But earlier, at 9:30 a.m. PT, RedditStatus.com said the company was «investigating elevated errors across reddit.com and native apps.» RedditStatus.com reported degraded site performance for both desktop web use and native mobile apps.

Earlier on Tuesday, the site-monitoring service DownDetector also reported issues at Reddit, providing additional details. At one point on Tuesday, DownDetector received over 100,000 reports that the site was having problems. At 10:25 am PT, the report numbers fell to under 600. (Disclosure: Downdetector is owned by the same parent company as CNET, Ziff Davis.)

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«Reddit is currently experiencing a significant internal outage causing widespread service disruptions,» the site said earlier Tuesday. «The impact is categorized as Very High, primarily affecting mobile app access (55%) and website connectivity (39%). While reports are heavily concentrated in major hubs like New York City and Chicago, the lack of ISP correlation suggests a broad, nationwide issue stemming from Reddit’s internal servers rather than external network providers.»

A representative for Reddit did not immediately respond to a request for comment. Another social media site, X, formerly Twitter, also showed problems on Tuesday, according to DownDetector. Those problems seemed to spike around 6:30 a.m. PT and improve after.

Technologies

This 3-in-1 Charger Is a Must-Have for Travelers, and It Just Hit a Record-Low of $95

Snag it for $45 off and charge your iPhone, AirPods and Apple Watch at the same time.

If you’re a frequent traveler, then you know that outlets are a precious commodity in places like airports and coffee shops. So why waste one on a single device when you can charge up to three at once? Right now, you can grab this seriously sleek Ugreen Magflow three-in-one foldable charger for just $95 at Amazon. That’s a $45 discount and the all-time lowest price we’ve seen. Just don’t wait too long, as this deal could expire at any time.

At just 7.4 ounces, this compact charging station is designed to be taken on the go. But despite its size, it still supports 25-watt MagSafe charging for iPhones, as well as 5-watt wireless charging for AirPods and Apple Watches. The charging stand also tilts up to double as a stand, and it’s equipped with 16 magnets to keep your phone aligned and securely in place. Plus, it’s got built-in protections against overheating, overcharging, short-circuiting and more to prevent damage to your devices.

Why this deal matters

This folding Ugreen charger is great for juicing up your devices on the go, and it’s never been more affordable. Plus, Ugreen makes some of the best MagSafe chargers on the market right now, so don’t miss your chance to grab one at a record-low price.