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

Today’s NYT Strands Hints, Answers and Help for June 9, #463

Here are hints and answers for the NYT Strands puzzle No. 463 for June 9.

Looking for the most recent Strands answer? Click here for our daily Strands hints, as well as our daily answers and hints for The New York Times Mini Crossword, Wordle, Connections and Connections: Sports Edition puzzles.

Todays NYT Strands puzzle features a bunch of mysterious words. Some are a bit difficult to unscramble so if you need hints and answers, read on.

I go into depth about the rules for Strands in this story.

If you’re looking for today’s Wordle, Connections and Mini Crossword answers, you can visit CNET’s NYT puzzle hints page.

Read more: NYT Connections Turns 1: These Are the 5 Toughest Puzzles So Far

Hint for today’s Strands puzzle

Today’s Strands theme is: What you see isn’t what you get

If that doesn’t help you, here’s a clue: Hiding in plain sight

Clue words to unlock in-game hints

Your goal is to find hidden words that fit the puzzle’s theme. If you’re stuck, find any words you can. Every time you find three words of four letters or more, Strands will reveal one of the theme words. These are the words I used to get those hints but any words of four or more letters that you find will work:

CALL, CALLS, FALL, FALLS, SAME, SEAM, LAND, ROSE, COVE, CANE, CANES, FLUME, FLUMES, DIGS, MEAL, COLA, CARD, CASE

Answers for today’s Strands puzzle

These are the answers that tie into the theme. The goal of the puzzle is to find them all, including the spangram, a theme word that reaches from one side of the puzzle to the other. When you have all of them (I originally thought there were always eight but learned that the number can vary), every letter on the board will be used. Here are the nonspangram answers:

MASK, CLOAK, COVER, FACADE, DISGUISE, CAMOUFLAGE

Today’s Strands spangram

Today’s Strands spangram is FALSEFRONT. To find it, start with the F that’s two rows over from the far left and two letters down. Wind around into a question mark.

Technologies

Today’s NYT Connections Hints, Answers and Help for June 9, #729

Here are some hints and the answers for Connections for June 9, No. 729.

Looking for the most recent Connections answers? Click here for today’s Connections hints, as well as our daily answers and hints for The New York Times Mini Crossword, Wordle, Connections: Sports Edition and Strands puzzles.

Do you play the NYT Spelling Bee? If you do, you should be able to ace the purple category in today’s NYT Connections puzzle. Read on for clues and today’s Connections answers.

The Times now has a Connections Bot, like the one for Wordle. Go there after you play to receive a numeric score and to have the program analyze your answers. Players who are registered with the Times Games section can now nerd out by following their progress, including number of puzzles completed, win rate, number of times they nabbed a perfect score and their win streak.

Read more: Hints, Tips and Strategies to Help You Win at NYT Connections Every Time

Hints for today’s Connections groups

Here are four hints for the groupings in today’s Connections puzzle, ranked from the easiest yellow group, to the tough (and sometimes bizarre) purple group.

Yellow group hint: Control-C.

Green group hint: Don’t wait till the last minute.

Blue group hint: Pals to plan a heist.

Purple group hint: Think another NYT online game.

Answers for today’s Connections groups

Yellow group: Keyboard shortcut commands.

Green group: Secure in advance.

Blue group: Crime organization.

Purple group: Spellling Bee ranks minus a letter.

Read more: Wordle Cheat Sheet: Here Are the Most Popular Letters Used in English Words

What are today’s Connections answers?

The yellow words in today’s Connections

The theme is keyboard shortcut commands. The four answers are paste, print, quit and save.

The green words in today’s Connections

The theme is secure in advance. The four answers are book, order, request and reserve.

The blue words in today’s Connections

The theme is crime organization. The four answers are crew, family, ring and syndicate.

The purple words in today’s Connections

The theme is Spelling Bee ranks minus a letter. The four answers are genus, goo, mazing and slid. (Genius, good, amazing and solid.)

Technologies

I Made Google Translate My Default on iPhone Before a Trip and It Saved Me More Than Once

Google Translate supports far more languages than Apple’s app, and it’s easy to make the switch.

If you’re traveling overseas this summer, the Google Translate app can come in handy to quickly translate a road sign or conversation. The latest Google Translate update allows you to pick the app as your default translation app for Apple iPhones and iPads running iOS and iPadOS 18.4 and later. Previously, you were limited to the built-in Apple option.

Google began leveraging AI to boost Google Translate’s offerings, adding 110 languages last year to increase its total support for 249 languages. Compare that to Apple Translate, which supports 19 languages. Neither Google nor Apple responded to a request for comment.

Both apps offer voice and text translation, including a camera feature that lets you instantly translate by pointing your camera at text. Both also allow you to use translation features without an internet connection, which can come in particularly handy when traveling to more remote locations.

After using both, I found that the Google Translate picked up speech a little quicker so I didn’t have to constantly repeat myself, and the audio pronunciations were a little easier to understand than on Apple Translate. I switched to Google Translate as the default on my iPhone, and here’s how you can, too.