Mashable's Best: E-readers, robovacs, laptops, earbuds, smart home and more Safety Net Look Up Gift Ideas For Everyone On Your List Mashable @Home In My Bag Versus Trending Now Say More Creator Playbook Mashable Selects Getting Technical with Mashable All Series Here are some the internet's best Halloween costumes You're never too old to get in the spooky spirit. If you're an adult, you're probably not going to spend your night getting candy from strangers, but that doesn't mean Halloween can't be magical for you as well. Whether you're going to a costume party or taking your own kids trick-or-treating, there are plenty of good reasons to dress up tonight, and plenty of great costume ideas floating around social media. SEE ALSO: Halloween 2026 deals: Score free food from Chipotle, Dunkin', Krispy Kreme, Burger King, and more Here are some of our favorite costumes, either because they're creative or funny or just incredibly well executed: Decode what's viral, what's next, and what it all means. By clicking Sign Me Up, you confirm you are 16+ and agree to our Terms of Use and Privacy Policy .

Mashable's Best: E-readers, robovacs, laptops, earbuds, smart home and more In My Bag Safety Net Look Up Versus Trending Now Say More Creator Playbook Mashable Selects Getting Technical with Mashable Gift Ideas For Everyone On Your List Mashable @Home All Series Burger King's new Cartoon Network collab features 6 collectible figures -- how to buy This Cartoon Network toy collection is launching in the United Arab Emirates. Joseph Green is the Global Shopping Editor for Mashable. He covers VPNs, headphones, fitness gear, dating sites, streaming, and shopping events like Black Friday and Prime Day. All products featured here are independently selected by our editors and writers. If you buy something through links on our site, Mashable may earn an affiliate commission.

Mashable's Best: E-readers, robovacs, laptops, earbuds, smart home and more Mashable Selects Gift Ideas For Everyone On Your List Say More Versus Trending Now Look Up In My Bag Mashable @Home Top creators, ranked Creator Playbook AI at School All Series Burger King's new Hello Kitty collab features 6 exclusive toys inside blind boxes -- how to get yours The new collab also includes a special golden Hello Kitty toy. Joseph Green is the Global Shopping Editor for Mashable. He covers VPNs, headphones, fitness gear, dating sites, streaming, and shopping events like Black Friday and Prime Day. All products featured here are independently selected by our editors and writers. If you buy something through links on our site, Mashable may earn an affiliate commission.

Look Up Versus Say More Mashable's Best: E-readers, robovacs, laptops, earbuds, smart home and more Mashable Selects Creator Playbook In My Bag Trending Now Back to School Good Connection: Uplifting stories for a digital age Switch Off Mashable Voices All Series This is the most genius workaround to get a Peacock streaming deal. Christina Buff is a Nashville-based freelance writer for who covers shopping with a splash of entertainment. If you're ever wondering what streaming service you need to watch something (and the cheapest way to sign up for it), she's your girl. All products featured here are independently selected by our editors and writers. If you buy something through links on our site, Mashable may earn an affiliate commission.

Versus Mashable's Best: E-readers, robovacs, laptops, earbuds, smart home and more Look Up Mashable Selects Creator Playbook In My Bag Say More Trending Now Back to School Good Connection: Uplifting stories for a digital age Switch Off Mashable Voices All Series Joseph Green is the Global Shopping Editor for Mashable. He covers VPNs, headphones, fitness gear, dating sites, streaming, and shopping events like Black Friday and Prime Day. All products featured here are independently selected by our editors and writers. If you buy something through links on our site, Mashable may earn an affiliate commission. Deal pricing and availability subject to change after time of publication.

Trending Now Say More Look Up Mashable's Best: E-readers, robovacs, laptops, earbuds, smart home and more Switch Off Creator Playbook Mashable Voices Mashable Selects Safety Net Versus Gift Ideas For Everyone On Your List In My Bag All Series Burger King's new Dragon Ball menu includes a Super Saiyan sauce and collectible figures -- how to get yours Anime lovers can order the new Power Up Pack or King Jr. Meal from Sept. 1. Joseph Green is the Global Shopping Editor for Mashable. He covers VPNs, headphones, fitness gear, dating sites, streaming, and shopping events like Black Friday and Prime Day. All products featured here are independently selected by our editors and writers. If you buy something through links on our site, Mashable may earn an affiliate commission.

Neural Information Processing Systems http://nips.cc/

It didn't take long for Harshraj Ghai to respond to the impact of California's new 20 an hour minimum wage for his 3,700 fast-food employees. Ghai and his family operate 180 Burger Kings, Taco Bells and Popeyes chicken restaurants across the state, and one of the first things they did after the law took effect April 1 was to start capping workers' hours to avoid overtime pay. Also, they're closing some outlets a little earlier, and opening others a bit later to avoid paying workers for less profitable periods. But the biggest thing Ghai and his family are doing does not directly involve workers at all: They've speeded up and expanded their use of technology, especially AI. With the state's mandatory minimum wage for fast-food workers set to increase to 20 an hour, many restaurant chains are preparing to raise prices.

McDonald's wants to improve drive-thru speeds -- to help customers, of course, but also in hopes of getting them to show up more often and spend more when they visit. It's the latest move by the fast-food giant in using technology such as artificial intelligence and the introduction of "meat" created from plant protein to drive more business. Earlier this week, the chain unveiled its plans for a better drive-thru experience during an investor update. It's testing express lines for people who place digital orders ahead of time, as well as dedicated pickup spots and automated ordering. The drive-thru has become even more important for restaurant chains during the pandemic, when people want to avoid dining rooms and prefer contactless payment.

Drive-thru is a popular sales channel in the fast food industry where consumers can make food purchases without leaving their cars. Drive-thru recommendation systems allow restaurants to display food recommendations on the digital menu board as guests are making their orders. Popular recommendation models in eCommerce scenarios rely on user attributes (such as user profiles or purchase history) to generate recommendations, while such information is hard to obtain in the drive-thru use case. Thus, in this paper, we propose a new recommendation model Transformer Cross Transformer (TxT), which exploits the guest order behavior and contextual features (such as location, time, and weather) using Transformer encoders for drive-thru recommendations. Empirical results show that our TxT model achieves superior results in Burger King's drive-thru production environment compared with existing recommendation solutions. In addition, we implement a unified system to run end-to-end big data analytics and deep learning workloads on the same cluster. We find that in practice, maintaining a single big data cluster for the entire pipeline is more efficient and cost-saving. Our recommendation system is not only beneficial for drive-thru scenarios, and it can also be generalized to other customer interaction channels.