Consider this year's Black Friday and Cyber Monday TV sales to be what you've been looking for if you're in the market for a new screen. There are screaming TV deals from many of our favorite brands, including TCL, Samsung, LG, and Sony. We even found a couple of great deals on streaming devices to boot! Before you dig into the deal pile, be sure to check out our roundups of The Best TVs, Best Soundbars, and Best Projectors, plus learn How To Upgrade Your Home Theater. Don't like the operating system the TV you have an eye on rocks from the factory?

Black Friday 2023 is finally here, and if you're just getting around to your holiday shopping, there are a ton of great deals to be had across the internet. Black Friday may still technically be one day, but we've been seeing solid early Black Friday deals throughout the entirety of November. Thankfully, many of them are still around today and they've joined a new crop of deals that have popped up for the post-Thanksgiving shopping event. We at Engadget care most about consumer electronics, and Black Friday (along with Cyber Monday) typically brings the best prices on the best tech that you'll be able to find all year. This year is no exception. Here are the best Black Friday deals you can get this year on laptops, tablets, headphones, smartwatches, robot vacuums and much more. Save $20 on a four-pack of AirTags for Black Friday. A four-pack of Apple's AirTags have dropped to $80, which is just about $5 more than the pack's record-low price. If you're unfamiliar, AirTags are small Bluetooth trackers that you can keep in your bag or luggage or attach to items like your keys so you can keep track of their location. The only catch is that these only work with Apple devices as their host device, so Android users will have to pick a tracker from another brand to get similar benefits. AirTags connect to Apple's Find My network, so you can see where your stuff is in that app and even force the gadgets to ring so you can more easily find your belongings (if you're within close proximity). The new Apple Watch Series 9 is $70 off and down to a new low price for Black Friday. The new Apple Watch Series 9 has dropped to $329 at Amazon, Walmart and Target in a Black Friday deal. That's $70 off its usual price and the lowest we've seen since it debuted in September. That's the price you'll pay for the 41mm model, but the 45mm models are now down to $359 with the same $70 discount.

Like Amazon Prime Day before it, Black Friday is a good time to save on Amazon's own devices. We're seeing some deals that match -- and a few that beat -- the prices from July and October's sales. If you've had your eye on a Fire TV Stick or a Ring doorbell, or if you want to give a Kindle or an Echo Show as a gift, Amazon's Black Friday Sale is a good time to shop, with discounts going as high as 56 percent. Here are the best deals on Amazon devices we could find. The read/write Kindle Scribe is now $100 off. A number of Amazon's Kindle models are on sale for Black Friday, including a new all-time low on the read/write Kindle Scribe. The model with 16GB of storage and the "Basic Pen" stylus is down to $240. We reviewed it when it came out last year and named it the best ereader/E Ink tablet combo in our guide.

Artificial intelligence could upend the way we shop for loved ones around the holidays. It's just not ready to do everything yet. A third of people say they plan to use ChatGPT or some other generative AI while holiday shopping this year, according to a September analytics survey by Adobe. Those surveyed said they wanted AI to surface good deals, brand recommendations and gift alternatives.

Black Friday is here, bringing an avalanche of tech deals from a variety of retailers--most especially Amazon. Without a doubt, the sheer scope of discounted products on Amazon can be daunting. Our guide to the 25 best Amazon Black Friday tech deals is here to point you to some of the best bargains in a variety of categories. Every pick is vetted by one of PCWorld's expert reviewers based on either hands-on experience with the product, a comparative evaluation of specs and price, positive user feedback and brand reputation, or any combination of those factors. Expect our top 25 list to change as new deals come on the scene throughout the shopping holiday.

Home delivery failures, traffic congestion, and relatively large handling times have a negative impact on the profitability of last-mile logistics. These external factors contribute to up to $28\%$ of the overall costs and $25\%$ of emissions for the home delivery supply chain. A potential solution, showing annual growth rates up to $36\%$, is the delivery to parcel lockers or parcel shops, denoted by out-of-home (OOH) delivery. In the academic literature, models of customer behavior with respect to OOH delivery were so far limited to deterministic settings, contrasting with the stochastic nature of actual customer choices. We model the sequential decision-making problem of which OOH location to offer against what incentive for each incoming customer, taking into account future customer arrivals and choices. We propose Dynamic Selection and Pricing of OOH (DSPO), an algorithmic pipeline that uses a novel spatial-temporal state encoding as input to a convolutional neural network. We demonstrate the performance of our method by benchmarking it against three state-of-the-art approaches. Our extensive numerical study, guided by real-world data, reveals that DSPO can save $20.8\%$ in costs compared to a situation without OOH locations, $8.1\%$ compared to a static selection and pricing policy, and $4.6\%$ compared to a state-of-the-art demand management benchmark. We provide comprehensive insights into the complex interplay between OOH delivery dynamics and customer behavior influenced by pricing strategies. The implications of our findings suggest practitioners to adopt dynamic selection and pricing policies as OOH delivery gains a larger market share.

Take a gander at these early Home Depot Black Friday deals and get a lead on the masses who'll be ready to crowd the digital gates before the Thanksgiving turkey even gets cold. Winter means, for more of us than not, spending a lot more time at home than we'd otherwise choose to spend. Vacations are a fine remedy, sure, but who has money to travel all season long? Make home a pleasant place to be, inside and outside, with these deals on equipment for your garage, backyard, and home, and you won't want to leave. WIRED tests products year-round and handpicked these deals based on the actual discounts, not just the discounts retailers claim to offer.

When I think of Black Friday, I think of my mother, with two TVs in her Target cart after waiting in line outside for hours. My aunt had to talk her out of buying both TVs--she had just been so excited to get her hands on them. Shopping for a great deal on expensive technology devices is a big appeal of all the sales around Thanksgiving, whether it be Black Friday, Cyber Monday, or the pre-holiday early sales. It's an opportunity to get a great Christmas gift for a loved one, and maybe a chance to snag a device you've wanted but haven't been able to afford until now. From TVs and laptops to smartphones and smart home gear, here are all the best Black Friday tech deals we've found so far. WIRED tests products year-round and handpicked these deals based on the actual discounts, not just the discounts retailers claim to offer. Products that are sold out or no longer discounted as of publishing will be crossed out . We'll update this guide through November. Be sure to check out our best early Black Friday Deals. If you buy something using links in our stories, we may earn a commission. This helps support our journalism. The LG C3 is one of our favorite TVs for gamers. It's been this price since October, so not a super uncommon deal, but it's still a nice chunk off a pricey TV.

Every single year I tell myself that I'm not going to go overboard for the holidays. Then I start shopping for all 20 of my 20 closest family members and friends. Pair that big list of people with the fact that gift-giving is my love language, and you've got a recipe for blowing through a budget. But this year, I mean it! If you're in the same boat, you'll be happy to know that there are plenty of reviewer-approved gadgets and goodies available for $50 or less.

Black Friday is here, bringing an avalanche of tech deals from a variety of retailers--most especially Amazon. Without a doubt, the sheer scope of discounted products on Amazon can be daunting. Our guide to the 20 best Amazon Black Friday tech deals is here to point you to some of the best bargains in a variety of categories. Every pick is vetted by one of PCWorld's expert reviewers based on either hands-on experience with the product, a comparative evaluation of specs and price, positive user feedback and brand reputation, or any combination of those factors. Expect our top 20 list to change as new deals come on the scene throughout the shopping holiday.