Businesses, governments, and researchers continue to struggle with extracting usable data from PDF files, despite AI advances. These digital documents contain valuable information for everything from scientific research to government records, but their rigid formats make extraction difficult.
“PDFs are a creature of a time when print layout was a big influence on publishing software,” Derek Willis, a lecturer in Data and Computational Journalism at the University of Maryland, told ArsTechnica. This print-oriented design means many PDFs are essentially “pictures of information” requiring optical character recognition (OCR) technology.
Traditional OCR systems have existed since the 1970s but struggle with complex layouts and poor-quality scans. New AI language models from companies like Google and Mistral now attempt to process documents more holistically, with varying success. “Right now, the clear leader is Google’s Gemini 2.0 Flash Pro Experimental,” Willis notes, while Mistral’s recent OCR solution “performed poorly” in tests.
Many years ago, I reviewed the Eero Pro 6E, which was a delightfully easy device to get along with. The hardware was powerful, unobtrusive and fit into my home pretty well, to the point where I had no complaints about living with it. But all of the good was undone by Eero’s constant arm-twisting to get you to pay for its monthly subscription. With an app that exists as little more than an advertisement and with so many basic features paywalled, I couldn’t in all good conscience recommend it. Thankfully, the advent of Wi-Fi 7 and the new Eero Pro 7 means Eero has a shot to make good on its previous errors and turn my opinion around. Which, it’ll take, right?
Since its birth, Eero has built its Wi-Fi nodes as rounded-off boxes that sit unobtrusively on side tables and bookshelves. Sadly, the sheer volume of stuff required to make Wi-Fi 7 work is bigger than the traditional body will allow. (The vanilla Eero 7 is actually lacking 6GHz support, which is why it’s in the older chassis, but has some gall pretending it’s a proper Wi-Fi 7 device.) Consequently, the Pro 7 ditches the classic body for the same casing found on Eero’s super-flagship Max 7. The vertical design is better for keeping the components cool without a fan, but it is noticeable, especially with prominent branding, defeating the point of making the gear anonymous.
Each node is identical, clad in piano gloss white and measuring 7.1 inches tall and 5.8 inches wide. Turn it around and you’ll find the USB-C power jack, reset button and two 5G ethernet ports with a theoretical top speed of 4.7 Gbps. The coterie of wireless radios (2×2 2.4Ghz, 2×2 5GHz and 2×2 6GHz) promise to reach the heights of 3.9 Gbps. Tucked inside are the usual smart home integrations including Zigbee, Thread, Matter, Amazon Connected Devices, Alexa and Bluetooth LE 5.0
Installation
Eero’s promise of “frustration-free setup” isn’t an empty one, and it remains the easiest mesh system to set up. Download the Eero app, hand over your Amazon login and plug in your cable modem, and everything else is taken care of within minutes. Each node was up and running two minutes after being plugged in, and most of the 15-minute set-up time was schlepping between rooms.
Once each node is ready, you’ll get a notification telling you your placement is good for signal strength. This is useful since some meshes won’t, and just expect you to troubleshoot the poor performance down the line. The app did tell me I’d get faster speeds if I moved the nodes closer to each other, but given the layout of my home, that would mean placing them all in the same damn room.
Performance
Eero’s bread and butter performance is never an issue, especially once the mesh has settled down after the first day or so. Much of what worked with previous versions remains in place here, and for home use, it’s excellent. My office, which is some distance away from any node, was still able to pull down 250 Mbps in artificial speed tests. The smart TV in this room was able to stream a 4K movie without any lag or buffering, letting me dance past the pre-roll ads.
I can’t imagine anyone wanting to throw out their Wi-Fi 6E system in favor of this, because you won’t see a massive uplift in performance. When I tested the Eero Pro 6E, I was easily getting speeds in my office around the 250 Mbps mark anyway. There are noticeable improvements in lag and reliability that can’t be sniffed at, but you’ll only notice them if you’re upgrading from really old gear.
If you are upgrading from an older Eero system, it’s worth keeping hold of that hardware to bolster your network. Every Eero node is capable of integrating with its older peers, even if you may find performance is degraded as a consequence. I grabbed a Pro 6E node and placed it in a notorious signal dead spot at the end of my home, just for the hell of it. Naturally, the older nodes are slower but, even so, the loss isn’t that painful. When I’d connected to the 6E node and ran speed tests, I was still pulling down 200 Mbps.
App and Eero Plus
When I wrote Engadget’s mesh Wi-Fi buyer’s guide, I spent months testing hardware from all the big names. Some were easy, some were fussy and some were designed for network engineers with no consideration for general users. None of them, however, irked me as much as Eero’s app, which is a textbook case in seizing defeat from the jaws of victory. Essentially, half of the splash screen is an ad for Eero Plus, the company’s subscription product. And Eero puts so many basic features behind a paywall that it’s impossible to recommend. But I’m getting ahead of myself.
Eero’s app is tidy and well-designed, offering a single pane listing each node and its signal strength. The icons signify how well the nodes are connected to each other, but there’s no sense of the network’s topography. Below it is a pane that tells you what devices are on the network right now, although it struggles to name many common products (including those owned by Amazon). You’re also unable to set traffic priorities for your device, which would be useful when I’m recording a podcast or on a Zoom call.
Daniel Cooper for Engadget
Take a look at this screenshot of the Activity Pane, and notice how empty it is, showing you just the top speeds and quantities of data up- and downloaded. Each one links to another pane with some more detailed information, but even so, the visualizations are more or less pointless. This speaks to the big issue with Eero’s software setup and business model more generally.
I imagine Engadget readers break into two camps: People who know DHCP has something to do with their internet but wouldn’t touch it for fear of breaking something, and the people who have 192.168.1.1 burned into their fingers’ muscle memory. Eero’s pitch probably irritates both since it robs you of even your most basic agency to run your own damn Wi-Fi.
For instance, you can set your Wi-Fi name and password, and set the same for your guest Wi-Fi but beyond that, oh boy. You can collect devices into groups, letting you set time limits for, say, your kids’ consoles or computers. You can set your DHCP to manual or Bridge mode, set a reservation or port forward and deactivate support for IPv6. And, uh, that’s about it.
That is, unless you spring $9.99 a month or $100 a year for Eero Plus, which then opens up the toolkit. For that, you get the ability to set a mobile hotspot as an internet backup if your Wi-Fi should go down. Subscribers will also get access to parental controls, historical data, ad and app blocking, the company’s advanced security suite, DDNS and content filters. Plus, you’ll get a subscription to Guardian VPN, Malwarebytes and 1Password thrown in, too.
Look, I get it. All hardware companies — even ones owned by Amazon — need to ensure they have multiple revenue streams to keep the lights on. And I’m sure there are lots of people who feel the added charges are probably worth it for peace of mind. But you need to know that Eero’s competition offers these features without asking for more money. Google’s Nest Wi-Fi includes parental controls and security updates in addition to guest networks. Though Nest hasn’t launched a Wi-Fi 7 product yet, so it’s not an equivalent comparison, the Eero Pro 6E was similarly limited with Amazon pushing a Plus subscription. If a company wants to charge me $700 for a product and then hold basic features back to wring another $100 a year out of me, I’m hostile by default.
Price and the competition
The Eero Pro 7 is available in one, two or three-node packs, priced at $300, $550 and $700 respectively. Wi-Fi 7 systems are currently priced for early adopters, and you’ll spend big at whichever company you opt to buy from. I’m not going to do a direct apples-to-apples comparison here as there are a number of notable spec differences between various Wi-Fi 7 routers. For instance, Netgear’s Orbi 770 has a longer broadcast range and faster wireless speed but slower ethernet ports and can only handle half as many connected devices as the Pro 7. At this early stage, you’ll be looking at what specs to prioritize depending on your home’s specific needs. So I can’t say if the $900 Orbi 770 is a better fit for you than the $700 Eero Pro 7.
If you’re looking to upgrade and have your heart set on Eero, then it might be worth looking at last-generation hardware. At the time of writing, a three-pack of Eero Pro 6Es are priced at $550, and the performance it offers is pretty darn impressive. It has the same issues as its successor, but the backwards-and-forwards compatibility is a useful bonus. And Wi-Fi 6E is a major upgrade over whatever Wi-Fi you’re probably using at home right now.
Wrap-up
There are so many things to like about Eero’s mesh Wi-Fi systems that it galls me so much I can’t recommend them. They’re really easy to set up, really easy to use and the performance you get out of them, in terms of both speed and reliability, is staggeringly good. I’m quite fond of the hardware design, even if they are a bit more attention-grabbing than the older models. And I do think $700 for a whole-home Wi-Fi 7 system is pretty good when other companies are asking for a grand or more right now. That’s especially true for folks who aren’t interested in messing with every knob and dial to fine-tune their internet to the nth degree. This hardware passes the “would you be able to hand this to your technophobe family member” test with flying colors.
Unfortunately, I cannot get over how aggressive the nickel-and-diming is, to the point of holding back features that I’d say should be free. I’d argue that every router should offer at the very least, basic parental controls and some sort of URL blocking or content filtering. Even if you don’t use them, that those features would be held back to milk recurring revenue out of you is rough. If you were standing at a car dealership and someone tried to sell you a sedan with three wheels — the fourth is thrown in with CarSubscriptionPlus for just $9.99 a month! — you’d walk away in disgust.
This article originally appeared on Engadget at https://www.engadget.com/home/smart-home/eero-pro-7-review-paying-to-be-sold-a-subscription-171502767.html?src=rss
TikTok — at least according to the bevy of civil and federal lawsuits against it — is not known for being a safe place for children. In part it has has leaned on parents to do the policing through its Family Pairing tool, which allows guardians to limit teens’ screen time and block certain content. Now, TikTok is introducing additional features that allow a paired adult to see their teen’s connections and choose when the app is even accessible.
The first new feature, Time Away, lets parents set specific times that TikTok is available on their teen’s devices. For example, they can turn off access during a weekend trip or during dinner time, rather than just setting a screen time limit. They can also set a recurring schedule if they want to keep it simple each week. Teens, however, can request extra time, but their parent must approve it.
Parents can also now see exactly who their teen is following or is followed by, along with accounts they’ve blocked. TikTok claims this will make parents “better equipped to have ongoing conversations and help their teens develop the digital literacy skills they need.” Not a small task by any means.
Lastly, TikTok is adding an unusual feature to limit screen time. Anyone under 16 using the platform after 10PM will have their screen taken over and calming music will play (it can be dismissed to continue using the app.) In the coming weeks, TikTok will also test adding meditation exercises to these pop-ups.
This article originally appeared on Engadget at https://www.engadget.com/social-media/tiktok-will-try-instituting-a-10pm-curfew-on-most-teens-165416916.html?src=rss
Nearly every country on Earth has dirtier air than doctors recommend breathing, a report has found. From a report: Only seven countries met the World Health Organization’s guidelines for tiny toxic particles known as PM2.5 last year, according to analysis from the Swiss air quality technology company IQAir. Australia, New Zealand and Estonia were among the handful of countries with a yearly average of no more than 5ug of PM2.5 per cubic metre, along with Iceland and some small island states.
The most polluted countries were Chad, Bangladesh, Pakistan, the Democratic Republic of the Congo and India. PM2.5 levels in all five countries were at least 10 times higher than guideline limits in 2024, the report found, stretching as much as 18 times higher than recommended levels in Chad. Doctors say there are no safe levels of PM2.5, which is small enough to slip into the bloodstream and damage organs throughout the body, but have estimated millions of lives could be saved each year by following their guidelines. Dirty air is the second-biggest risk factor for dying after high blood pressure.
Vodafone, a British telecommunications firm, will withhold bonuses from employees who fail to comply with its return-to-office (RTO) policy, The Register reported this week.
Last week, Vodafone reminded employees of its RTO policy requiring workers to be in-office “2–3 times a week, or at least eight days a month,” according to a memo viewed by The Register. The memo also reportedly detailed the consequences of failing to adhere to the policy, which sets a guideline for compliance by the end of the company’s first fiscal quarter in July:
Employees who are not fully compliant with our hybrid working policy by the end of Q1 may be subject to disciplinary action in line with policy. Continued non-compliance with attendance expectations could result in a final written warning, which would mean individuals are not meeting the minimum performance standards and therefore would not be eligible for a bonus in 2026 or in subsequent years in which a final warning is given.
The strict policy comes as tech and other firms struggle to get employees to voluntarily return to offices. In desperation, some companies have resorted to tactics like tracking employee badge swipes and VPNs. Vodafone is looking to lure employees into the office by threatening their income, similar to Dell’s approach of making remote workers ineligible for promotions.
After taking two years off, Blizzard will bring back Blizzcon in 2026. The publisher’s fan convention will take place on September 12 and 13 next year at its usual venue, the Anaheim Convention Center in Anaheim, California.
That means Blizzcon is going ahead a little earlier in the year than usual. For over a decade (save for recent canceled events and an online-only edition), Blizzcon has taken place in November. The first several installments were held in August or October.
The 2026 edition will include staples such as the opening ceremony (where Blizzard makes the biggest announcements for its games), panels and so on. Blizzard also says that it aims “to meaningfully elevate this iconic celebration,” whatever that means. You can sign up for updates at the Blizzcon website.
It’s been a rocky few years for Blizzcon. The 2023 edition is the only one that’s taken place with fans in attendance since 2019, before the COVID-19 pandemic took hold. Blizzard canceled last year’s edition without fully explaining why. However, it’s possible that Microsoft was running the rule over the event’s future after completing its purchase of Activision Blizzard in late 2023.
This article originally appeared on Engadget at https://www.engadget.com/gaming/blizzcon-will-return-but-not-until-2026-163526888.html?src=rss
Google recently killed the Chromecast brand, but the dongles live on—mostly. Owners of the second-generation Chromecast and Chromecast Audio have noticed this week that their beloved streaming gadgets are no longer working. It appears that Google configured the devices with a single 10-year certificate that has now expired, and updating it is no simple feat. Google is looking into a fix, and there’s nothing you can do in the meantime. In fact, trying to fix this yourself might only make things worse.
Beginning this week, attempting to connect your phone to a second-gen Chromecast or Chromecast Audio results in untrusted device or authentication errors. The unhelpful popup suggests this could be due to outdated firmware, which is technically true. Some wondered if this was simply Google’s way of putting the decade-old device out to pasture.
One industrious Redditor has identified the dongle’s certificate chain with a line reading “NotAfter: Mar 9 16:44:39 2025 GMT.” Google may have included a 10-year certificate with the intention of updating it, or perhaps plans to switch to a rotating certificate fell through the cracks, or maybe no one had a plan because Google didn’t expect these $35 devices to still be so popular a decade later—all things are possible in Google product support.
An anonymous reader shares a report: The average American workday now concludes at 4:39 p.m., a notable 36 minutes earlier than it did just two years ago when the clock-out time hovered around 5:21 p.m, according to the latest data from the workforce analytics and productivity software company ActivTrak.
The new report tracked the workplace behaviors of over 200,000 employees across 777 companies. Despite the shorter workday, the data suggests that overall productivity has increased by about 2%. Per ActivTrak, employees now engage in focused, 24-minute spurts of productivity.
“I hope to see these numbers remain consistent year-over-year when it comes to workday span and productivity,” said Gabriela Mauch, the head of ActivTrak’s Productivity Lab. “These are healthy numbers. We’ve adapted to a traditional workday on average, while offering flexibility and fluidity in a way that meets employees where they are.” Seasonal fluctuations are another notable factor, the report found. Workers tend to put in longer hours during August and December. The August increase aligns with employees returning from vacation and starting to scramble to meet end-of-year goals, Mauch said. It may be that organizations also see the month of December as another chance to catch up, she added.
Donald Trump’s sudden decision last week to attack the bipartisan CHIPS and Science Act after he previously offered assurances that he wouldn’t has sent shockwaves across the industry and has even given some Republicans whiplash.
Soon after Trump told Congress that the CHIPS Act is a “horrible, horrible thing,” chip company executives rushed to consult their lawyers to see if Trump could possibly claw back funding or terminate their contracts, eight people familiar with the executives’ moves told The New York Times. At least one expert told Ars that their fear isn’t completely unfounded.
Signed into law by Joe Biden in 2022, the CHIPS Act sought to grant $52.7 billion in subsidies to bring the most advanced chipmakers into the US. The Commerce Department has already signed contracts granting a wide range of awards, including grants for chipmakers like Intel, Micron, Samsung, and the Taiwan Semiconductor Manufacturing Co. (TSMC), totaling more than $36 billion in federal subsidies.
I wish I could say that I’m the type of person who has tried-and-true routines to carry me through all the things that need to be done in a day, but the reality is far from that. As someone with overlapping chronic illnesses trying to juggle a full-time job and a life outside of that, just getting out of bed often feels like a major feat. I’m caught in the tug of war between perpetual exhaustion and lack of motivation, and whether I’m able to cross anything off my to-do list is generally a gamble.
A few months ago, though, a friend recommended that I try the Finch app to help me establish some gentle structure and get a little more of what I want out of each day. I’d already been seeing ads for this “self-care pet” all over Instagram, and this was the tiny push I needed to actually give it a go. Now here we are, some four months later, and I’m still using it consistently as if it were my own adorable life coach.
Finch is a habit tracker, motivation app and virtual pet all in one. It gives you a little bird (okay, “birb”) to raise from an egg and look after as it grows up and learns about the world. But it’s not the kind of pet you need to worry about keeping alive, unlike my many needy Tamagotchis.
Taking care of your bird consists of dressing it up in cute outfits, petting it, changing up the decor in its home and sending it on little adventures. In turn, your bird will check in on you throughout the day, offering words of encouragement and reminders to complete your goals, and celebrating your wins when you get stuff done. I use the free version of the app, which I’ve found to be more than enough for my needs, but there’s also a subscription-based version that unlocks more items, a full library of guided exercises and more.
If you were to look at my goals list, it might at first seem extremely daunting; there are more than 20 tasks on there on any given day. But these vary in importance, and range from the bare minimum things I need to do to start my day — like getting out of bed, brushing my teeth and taking my morning meds — to those that require more commitment, like exercising or doing laundry. Finch doesn’t take the guilt approach to goal-tracking, so you won’t be scolded or shamed if you don’t finish everything on your list. There aren’t really any consequences. It’s more about highlighting what you did accomplish rather than focusing on what you didn’t, and forming healthy habits in the process.
You’re awarded rainbow stones for completing each of your goals, and those can be used as currency in the various shops to buy clothes, furniture and new colors for your bird. Over time, you can collect and raise cute “micropets” as companions for your bird too (kind of like the Petpets in Neopets).
Sometimes it’s more helpful to look at the bigger picture, and you can group tasks together as “Journeys” to get a better sense of your overall progress in certain areas. Journeys are color-coded and come with tiered rewards, which you’ll earn as you level up by hitting certain milestones with the related goals. I might not manage to check off my “Exercise for 30+ minutes” goal every day in a week, but the three days I did exercise will count toward my “Get moving, get healthy” Journey. There, I’ll also be able to see how many times I’ve completed the relevant goals since I started tracking them.
Just opening the app every day comes with some rewards as well. I like keeping up a streak, and I just recently got my longest one yet: 32 days! While I was a little bummed out when I finally messed it up by forgetting to check in on a really busy day, I still found myself more impressed at how many days in a row I’d committed to showing up for myself. It only made me want to do better. You’ll also be gifted themed items and rainbow stones as part of seasonal events and for tackling daily quests, like writing a reflection or sending good vibes to a friend.
The latter in particular is a big part of what makes Finch so special. There’s a strong “we’re in this together” kind of energy to the whole thing, and that’s backed up by features that allow you to actively support and receive support from other Finch users. You can add friends on the app using a code, and your birds can visit each others’ homes, bringing with them a little message or gift for the other user. My friend and I go back and forth randomly sending each other hugs, encouragement and other little tidbits of positivity from the list of options. Some users even exchange their codes with others online to make their support circles larger.
And, you can gift the paid version of the app, Finch Plus, to users who may not be able to afford it, if you want to go a step further in doing a kindness for a stranger. The app provides constant reminders that someone is rooting for you, whether it’s a little bird acting as your personal cheerleader or another real Finch user.
There are a bunch of built-in tools to help promote self-care, like guided breathing exercises, movement routines and prompts for written reflections. The app will ask you about your mood multiple times a day, and when you indicate that things aren’t going so great, it’ll present you with a little “First Aid Kit” offering some optional activities to help you work through your feelings or manage your anxiety in the moment (this is accessible in the menu at all times, too). It also links out to a website with helplines for confidential emotional support.
I’ve tried a few self-care and productivity apps over the years, but Finch is the first one I’ve actually stuck with for an extended period of time. I like how it can be tailored to your specific needs, with both pre-set and custom goals, and the low-stakes virtual pet element makes it a joy to use. I love my little birb, Ripper Jr., and all the little micropets we’ve been accumulating together (even the blobs, for all you haters). Maybe I won’t ever be a person who wakes up with the sunrise and accomplishes five things before 10AM, but me and lil Ripper Jr. are still getting stuff done.
This article originally appeared on Engadget at https://www.engadget.com/apps/this-self-care-virtual-pet-is-helping-me-get-my-act-together-160027169.html?src=rss
Comcast boosts its Xfinity internet speeds at no extra cost for many users each year, and the company is now rolling out the 2025 upgrades. Many subscribers will have double the upload speeds they previously had, and others will see a 50 percent jump.
While it’s nice to see Comcast upgrading the upload speeds, fiber internet typically allows for matching downloads and uploads. Google Fiber and Verizon Fios, for instance, offer symmetrical (or near-symmetrical) speeds.
Comcast’s download speeds are also going up on most tiers. The top Gigabit x2 plan got a 100Mbps download speed boost to 2.1Gbps, but the download speed remains the same at 300Mbps.
The company says more than 20 million customers are getting a free upgrade as part of this rollout. It’s aiming to offer 2Gbps service to more than 50 million homes and businesses by the end of this year.
Alongside the speed upgrades, new and existing Xfinity internet customers can snag a freebie. Those who subscribe to a plan with 400 Mbps or faster speeds can get a line of unlimited Xfinity Mobile at no extra cost for one year.
Here’s a breakdown of the speed boosts:
Xfinity tier
Previous download/upload speed (Mbps)
New download/upload speed (Mbps)
NOW
100/10
100/20
NOW
200/10
200/20
Connect
150/100
150/150
Connect More
300/100
400/150
Fast
500/100
600/150
Superfast
800/100
800/150
Gigabit
1,000/150
1,100/300
Gigabit x2
2,000/300
2,100/300
This article originally appeared on Engadget at https://www.engadget.com/big-tech/comcast-rolls-out-its-free-annual-xfinity-internet-speed-boosts-160007781.html?src=rss
Nissan CEO Makoto Uchida is stepping down on April 1, the company just announced. He will be replaced by acting Chief Planning Officer (CPO) Ivan Espinosa. Uchida has been CEO since 2019 and Espinosa’s promotion will make him the company’s fourth CEO in eight years.
Other senior management personnel are also stepping down on April 1, including Chief Brand and Customer Officer Asako Hoshino and Chief Strategy and Corporate Affairs Officer Hideaki Watanabe. This leadership shakeup is happening less than one month after merger talks between Nissan and Honda failed.
That deal would have been worth at least $50 billion and would have created the world’s third-largest automobile company by sales volume. Reporting has indicated that the talks fell apart after Honda demanded that Nissan become its subsidiary. Sources at Reuters also noted that Nissan refused to close factories and initiate deep staff cuts.
Nissan’s problems go far beyond failed merger talks. There’s a reason, after all, why Honda wanted to be top dog and not the other way around. Nissan saw a 78 percent year-on-year reduction in operating profits for the third quarter ending in December. It also reported a net loss of over $95 million for the same time period. It cut forecasts for both revenue and operating profit and its stock valuation has been all over the place.
Outgoing CEO Uchida told reporters that he was “unable to gain the confidence” of many Nissan employees since announcing a turnaround plan last year and that the best course of action was to pass “on the baton to my successor quickly.” CPO Espinosa has been with the company since 2003.
“I grew up in Nissan and I’ve spent many years working in divisions across the globe,” Espinosa said. “I sincerely believe Nissan has so much more potential than what we are seeing today.”
This article originally appeared on Engadget at https://www.engadget.com/transportation/nissan-announces-its-ceo-will-step-down-just-one-month-after-failed-merger-talks-with-honda-154420111.html?src=rss
