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News

Before we power businesses with AI agents, we need to bridge the accountability gap - Friday, September 4, 2026 - 06:35

When businesses and governments delegate operational tasks to AI agents, the discussion tends to start with capability. Can AI do what a person can do, such as reconcile accounts, negotiate with suppliers, sign a document or submit a public filing? And can it do so quickly and cheaply enough to justify putting it to work?

These questions matter, but performance is only part of the picture. Once an agent acts independently, different questions emerge; who authorized it, whose interests does it represent, where does its authority end and, perhaps most importantly, who is responsible when something goes wrong?

This is the accountability gap in agentic AI, and a more advanced model will not close it. An agent might be remarkably capable, yet still act with potentially unwanted or possibly even unlawful consequences.

The only way to bridge that gap is through a system with clear permission guardrails and an audit trail that links each agentic action to the person that authorized it, and can tell the difference between a person and a machine in the first place.

Ordinary error at extraordinary scale

When people think about AI risk, they tend to picture a machine breaking free of human control and pursuing goals of its own. The more immediate risk is less dramatic; a system simply getting an ordinary task wrong, again and again, with no clear line of responsibility and accountability.

A person might send an invoice to the wrong customer. An agent connected to the full customer database could send the same invoice to thousands. It might change the wrong field and then repeat the change across an entire market, not because it has become malicious, but because it has misunderstood an instruction and had the access to act on that.

The speed that makes an agent valuable can save a business hundreds of hours, but can also turn a small and recoverable mistake into a serious operational problem.

When an agent drafts an email for someone to review, this ambiguity may not matter very much because the person remains between the software and the outside world.

But when it can send the message, submit a declaration or move money, it matters a great deal. Imagine asking an assistant to book one flight and, instead of giving them a company card with an appropriate spending limit, handing over your passport, bank card and office keys. You may trust the assistant completely, but the permissions bear no sensible relation to the task.

Define the boundaries, solve the problem

AI agents cannot hold citizenship or legal personhood, but they can be linked to natural persons in legally sound ways. For example, a reliable identifier could trace the agent's activity back to the person responsible for deploying it. Combined with clear permissions and mandates that make the terms of its authority visible and auditable, this would allow AI agents to carry out a range of operations and transactions in a more controlled way.

These controls could be very precise. An agent might be allowed to view financial information but not change it, prepare a payment but not approve it or order from named suppliers without exceeding a fixed amount. Its permissions might last for one transaction, one working day or the duration of a particular contract, after which it would expire without relying on someone to remember to switch it off.

Withdrawing that authority should be equally straightforward. If a company ends its relationship with an agent, changes supplier, or discovers that something is wrong, it should be able to cancel the it’s access without changing the credentials of the person behind it.

The agent’s legally anchored mandate in the various realms of these controls has a longer shelf life than any individual AI model, which will be upgraded, replaced and combined over time, often without the customer seeing much more than a new version number.

Putting the idea into practice

Estonia has decided to work through these questions now. In June, the government began developing a state-backed registration system for AI agents that will be available to both Estonian citizens and the country’s global community of entrepreneurs. The goal is to explore how Estonia’s fully digital state, where all public services are available online, can be opened to the emerging wave of AI-powered businesses.

Under the current proposal, a person would receive a registered numeric identifier that could be linked to one or more agents acting on their behalf. Operations performed by an AI agent are treated as operations performed by a machine, for which the natural person, the identity anchor, is liable. The AI agent can only operate within the limits of the authorizations granted to it.

For transparency, private service providers also need to know whether an operation was performed by a person or by a machine acting on their behalf. This allows them to apply appropriate controls, restrictions and risk models.

Built for delegation

The approach draws on more than two decades of digital government. Estonia’s system of personal identifiers and digital identities already allows people to act on behalf of others with clearly defined permissions.

An accountant can file a client’s taxes, an adult can manage an elderly parent’s affairs through the health portal, and several people can use a corporate bank account with individual rights and limits. In principle, the same framework could support mandates for AI agents.

This would give users greater confidence that safeguards are in place to protect the responsible person from foreseeable errors by an AI agent. It would also help close the accountability gap as agentic activity increases.

Before AI agents are given executive powers, they need a technically and legally binding framework that records who they represent, what they can do and who remains responsible for their actions.

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Ninja’s BlendBoss Is My Favorite Personal Blender for Quick, On-the-Go Smoothies - Sunday, August 23, 2026 - 08:00
The Ninja BlendBoss, my new favorite blender, is on sale now.
Withings’ ‘Thermometer of the Future’ Is Getting an AI Analysis Upgrade - Friday, September 4, 2026 - 16:38
The BeamO thermometer has a new AI feature that analyzes the device’s heart and lung recordings.
Tesla’s Cybercab Opened Up to Riders — and the Feds Opened an Investigation - Friday, September 4, 2026 - 16:42
The National Highway Traffic Safety Administration is examining whether the self-driving vehicle meets federal safety standards.
Watch Bundesliga Soccer: Livestream Every Game of the 2026-27 Season From Anywhere - Friday, September 4, 2026 - 18:00
Can anyone stop Bayern Munich from claiming a third successive German title?
Apple’s Foldable iPhone Ultra Launch May Be Days Away, if You Can Get One - Friday, September 4, 2026 - 18:03
The iPhone 18 Pro could be upstaged by Apple’s first foldable this year, though the iPhone Ultra might be hard to get at launch.
La Liga Soccer: How to Livestream Every Game of the 2026-27 Season - Friday, September 4, 2026 - 18:31
Can José Mourinho’s Real Madrid stop Barcelona from making three title triumphs in a row?
Google Adds Voice Commands to Gmail, Docs and Keep for Some Users - Friday, September 4, 2026 - 19:46
The new features are only available on some tiers for Google Workspace subscribers.
MapQuest Acts Fast With Its Revived Fame, Adding Android Auto Support - Friday, September 4, 2026 - 20:19
The map navigator is the most downloaded app in the US after it refused to relabel Lake Ontario.
Today’s NYT Connections: Sports Edition Hints and Answers for Sept. 5, #712 - Friday, September 4, 2026 - 20:24
Here are hints and the answers for today’s NYT Connections: Sports Edition puzzle for Sept. 5, 2026.
Automakers Want Congress to Ban Chinese-Made Cars, Citing Data Privacy - Friday, September 4, 2026 - 20:37
Chinese cars are already blocked from the US market by high tariffs. But Congress is weighing an outright ban.
Judge Lets Musk Keep ‘Twitter’ for Now but Forces Him to Release the Bird - Friday, September 4, 2026 - 21:02
X’s continued need of “formerly Twitter” just won it a preliminary injunction.
Tandem OLED is the way to go for gaming monitors, and Alienware is introducing yet another option for fans — I'm just curious about its pricing - Friday, September 4, 2026 - 09:00
  • Alienware introduces two new monitors to expand its QD-OLED lineup
  • The AW3226Q is a new 4K tandem OLED RGB stripe gaming monitor available this fall
  • Alienware also has a new esports QD-OLED monitor with a 560Hz refresh rate

The gaming monitor market is heating up with new competition from Alienware, specifically via the new AW3926QW 5K2K ultrawide. However, it's not resting on its laurels.

As reported by Wccftech, Alienware has announced two new gaming monitors, further expanding its QD-OLED lineup: the AW3226Q is a new 32-inch 4K RGB stripe tandem OLED monitor that uses the same technology found in Alienware's flagship 5K2K display. For esports players, the AW2527HX is a 560Hz QD-OLED with great motion clarity and response time.

The highlight among both is clearly the AW3226Q 4K display, which is effectively the closest gamers can get to Alienware's flagship display. The new 4K display also uses the same RGB stripe layout, significantly improving text readability. The only major difference is 5K2K resolution on the AW3926QW, with 33% more pixels than 4K due to its ultrawide aspect ratio.

The AW3226Q will also feature 1,000 nits of peak brightness, alongside DisplayHDR True Black 400 and Dolby Vision. Having used the latter on the Alienware AW3426DW I reviewed, it's one of the standout benefits for consistent brightness levels and minimizing the brightness dimming issues that occur on OLED displays (which is also addressed by the tandem OLED layers).

It's increasingly clear that tandem OLED is quickly becoming the new standard for high-quality OLED displays, and using a four-stack tandem OLED layer should help boost and maintain high brightness levels.

Will it have an affordable price point?

Alienware surprised most consumers by announcing that its flagship 5K2K AW3926QW monitor would retail at $1,099 / £999 / AU$1,999.80. The competition from LG — two 5K2K displays — is significantly pricier, leaving many turning their attention to Alienware to experience higher-quality gaming via sharper images.

If Alienware's flagship monitor is anything to go by, the newly announced AW3226Q should be another affordable option for OLED hunters, and that's great news since OLED is arguably still the best display type for gaming.

There's no release date for the AW3226Q just yet — it's worth noting that Alienware's flagship monitor hasn't launched in all regions. However, gamers can expect this to hit the market in the coming months, with availability scheduled for this fall.

The AW2527HX QD-OLED, designed for esports, is set to launch in the first quarter of 2027, but there is no price confirmation.

Samsung ViewFinity S70H 4K monitor drops to $200 — and it's our top Labor Day deal - Friday, September 4, 2026 - 09:06

We've been searching through all this year's Labor Day sales, and one thing is clear: A genuine 4K business monitor for $200 is still a rare find, so this deal really stood out to us. the Samsung ViewFinity S70H is down to $200 (was $300) at Amazon.

This 27-inch 4K UHD monitor has an IPS panel, HDR10, and Samsung's built-in eye-comfort features. Whether you're upgrading a home office setup or adding a second display for multitasking, this is the most compelling Labor Day monitor deals we've seen yet.

27" ViewFinity S7 (S70H): was $299.99 now $199.99
27-inch 4K UHD (3840x2160) IPS panel with HDR10, a 178-degree wide viewing angle, and both HDMI and DisplayPort inputs. Includes Samsung's Eye Saver Mode and flicker-free technology for long sessions.View Deal

Why we recommend it

4K UHD resolution at this price point is still uncommon, and the extra pixel density makes a real difference for text sharpness and general productivity compared to a standard 1080p or 1440p display. The IPS panel and 178-degree viewing angle also mean consistent color and brightness even if you're not sitting dead center.

HDR10 support and Samsung's Eye Saver Mode, which reduces blue light and prevents flicker, make this a comfortable choice for anyone spending long hours in front of a screen. Samsung's Display Manager software adds useful extras like split-screen layouts and brightness presets without needing third-party tools.

With both HDMI and DisplayPort inputs, it's flexible enough to pair with a laptop, desktop, or games console without needing an adapter.

Price Context & Historical Value

This is the lowest ever price for this Samsung monitor, according to CamelCamelCamel. A $100 drop from $299.99 to $199.99 is a genuine markdown, around 33 percent off, and a strong price for a 4K monitor with HDR10 and IPS color accuracy.

Monitor pricing can fluctuate around major sales events, so it's worth confirming the price is still live at checkout, but this is a solid entry point into 4K at home if you've been waiting for the right price.

Should you buy it?

✅ Buy the Samsung ViewFinity S70H if...

You want a genuine 4K monitor for work or media at a budget-friendly price, you want HDR10 support and Samsung's Eye Saver mode for long screen sessions, or you need both HDMI and DisplayPort inputs for a flexible desk setup.

❌ Skip the Samsung ViewFinity S70H if...

You want a high refresh rate for gaming, since this is a 60Hz panel, you need USB-C connectivity or a built-in KVM switch, or you're after a larger screen than 27 inches.

The Catch: What to know before you buy

This 4K monitor has a 60Hz panel. That's ideal for general office tasks, but it's not built for high-frame-rate gaming. It also skips USB-C connectivity and a built-in KVM switch, both of which appear on some pricier ViewFinity models. For everyday productivity and media use, none of that should matter much.

IFA 2026 live Q&A — TechRadar is on the ground at Europe's biggest technology showcase - Friday, September 4, 2026 - 09:08
  • TechRadar's finest are at IFA 2026 from September 4-8
  • Submit your questions here, and the team will reply to you
  • Get the inside scoop on the latest tech straight from the show floor

The TechRadar team has set up camp in Berlin for IFA 2026, Europe's largest tech trade show, rushing between booths and exhibits to catch the most exciting new gadgets ,and shake hands with the 1,900 or so brands showing off their latest kit.

With some 200,000 people descending on Berlin over the next five days, the team will be elbowing their way to the front of every stand to get hands-on with the newest tech — and they're inviting you to come along for the ride.

Want to know about the latest innovations in household electronics? Which gadgets wowed them? Or what it's like to be on the ground at a massive tech trade fair? Drop a question in the chat below, and one of the team will reply to you as soon as they can.

The show officially opened today, and runs until September 8, but the team have already got well acquainted with the Messeplatz, the vast exhibition space that's home to the showcase, thanks to a raft of press events earlier in the week.

Most of the news gets announced in the lead-up to the event, so a lot of the major unveilings have already happened, allowing our writers to spend time seeking out some of the more under-the-radar new gadgets.

And with many brands exhibiting, there's a lot to see. From Nvidia's game-changing RTX Spark laptops to a lawnbot with a mechanical arm, there's a real mix of new tech for us to get excited about — and the team are here to give you the inside scoop.

Alice and Steve season 2: everything we know so far about the Hulu show's return - Friday, September 4, 2026 - 09:25

Contains spoilers for Alice and Steve season 1

Don't worry Alice and Steve fans, the Hulu (Disney+ internationally) show is not leaving us on a cliffhanger. It's been renewed for another round, so rest assured, we should get some of those burning (no pun intended...) questions answered.

Alice and Steve season 2: key information

- Season 2 was confirmed in August 2026
- The core cast are expected to return for season 2
- No trailer yet
- The plot is expected to pick up soon after season 1's dramatic finale

When we last saw everyone, they were in the middle of a chaotic wedding venue fire. In intense scenes, Alice saved Steve and jumped off the roof into a pool with him, with their fates left unknown. Even though Alice was furious that Steve was marrying her daughter, she still risked her life to help save his.

With a finale like that, we should all breathe a sigh of relief that we'll get to see what happens next. And by the sounds of things, we won't be disappointed.

Speaking of the renewal, Sophie Goodhart, creator and writer, said: I am so thrilled that Alice and Steve has been given a second season. No one will be prepared for what happens next, especially not Alice and Steve.”

Read on to find out everything we know about Alice and Steve season 2.

Alice and Steve season 2 release date

(Image credit: Hulu)

Alice and Steve has only just been renewed, so a release date has not yet been confirmed. When I have more information about when it's expected to air on Hulu and Disney+.

The series was well received, with Lee Mason, VP, Scripted, Disney+ EMEA, praising the series after its renewal.” He said: “It’s been fantastic to see the rapturous reactions to ‘Alice and Steve’ from viewers at home. Sophie has created a distinctive and original comedy that is striking a chord and sparking debate with audiences across the country.

"I’m excited to see what mayhem Sophie and Clerkenwell have in store for our titular characters after that delicious cliffhanger – but we can expect more laughs, betrayal, and bad decisions in season two.”

Alice and Steve season 2 trailer: is there one?

No, it's too early for a trailer yet, but I'll keep you updated once one is available.

If I had to speculate, the trailer should immediately pick up after the fire, where we can hopefully learn the fates of those caught up in it. I really can't wait, I need to know if everyone made it out alive...

Alice and Steve season 2 cast speculation

Yali Topol Margalith, Nicola Walker and Jermaine Clement are all expected to return. (Image credit: Hulu)

If everyone reprises their roles or survives the fire, we should get the core cast back on our screens in season 2. Should that happen, here's the full line-up we'll expect to see in Alice and Steve season 2.

  • Nicola Walker as Alice
  • Jemaine Clement as Steve
  • Yali Topol Margalith as Izzy, Alice's daughter
  • Joel Fry as Daniel, Alice's husband
  • Tyrese Eaton-Dyce as Dom, Alice's son
  • Marcia Warren as Val, Alice's mother

However, casts can change, so if any of these aren't coming back, I'll update you. Fingers crossed we'll see them all!

Alice and Steve season 2 story synopsis and speculation

What's next for Steve and Izzy? (Image credit: Hulu)

Considering season 1's cliffhanger, it's likely the fire will be a key focus at least for the first episode of season 2. The scene cut to black before we could see if Alice and Steve made it out of the venue alive, so we really need to learn what happened to them.

If that wasn't enough drama, there's so much more. Izzy is pregnant, initially believing it was Steve's. As it happens, the baby's father is her ex, Yannis, but Steve has insisted he still wants to be involved in the child's life. But something tells me it won't quite be this plain sailing, especially if Izzy's ex arrives back on the scene.

We haven't seen Yannis on screen yet, so there's a chance he could become a new, problematic character when season 2 picks up.

'An undeniable upgrade': the LG C6 is one of the best TVs I've tested this year, and it's at a record-low price in the Amazon Labor Day sale - Friday, September 4, 2026 - 09:30

If you're looking for a new TV in the Labor Day sales, then my top recommendation is the LG C6. You can get the 65-inch model for $1,499.99 (was $2,699.99) at Amazon: a huge 44% off.

Easily one of the best TVs I've tested in 2026, the LG C6 ticks all the boxes, delivering the picture quality for movies, the performance for gaming and sports, and the versatility for any other areas you might need.

While we'd usually recommend last year's models in sales, as they're generally available cheaper, not only is the C6 a worthy upgrade over its predecessor, the LG C5, but both models are at the same price of $1,499.99 for a 65-inch. So, the C6 is a no-brainer.

Today's best LG C6 deal

C6 65-inch 4K OLED TV (2026): was $2699.99 now $1499.99
The LG C6 is a home-run of a TV, building upon its excellent predecessor, the LG C5, with notable upgrades in picture quality, performance and features that make an all-around fantastic TV. This deal at Amazon takes the 65-inch model to a record-low price of $1,499.99. View Deal

An undeniable upgrade

The LG C6 (left) is a notable upgrade over its predecessor the LG C5 (right) (Image credit: Future)

After the success of the LG C5 last year, the LG C6 had some big shoes to fill. The LG C-series has been a long-running successful lineup of TVs for years, but on occasion, they don't innovate that much from year to year. In truth, the C5 wasn't a huge step-up over its predecessor, the LG C4. So naturally, I was hoping for a big upgrade this year in the C6: and boy did I get it.

When I compared the LG C6 and LG C5 side-by-side, I saw a noticeable upgrade in picture quality. The C6 was brighter (over 250 nits higher in peak HDR brightness) than the C5, which meant that bright scenes — such as those with a lot of snow — had a lot more punch on the C6.

Where I was really impressed was the colors. Not only did they look more vibrant and natural on the C6, demonstrated by some pink flowers in Wicked, but the C6 got rid of the 'green tint' that has been known to plague some LG OLED panels in recent years. This meant pictures looked more accurate overall, resulting in a better viewing experience.

Outside of picture, the C6 comes fitted with the flagship Alpha a11 Gen 3 AI processor, the same used in the flagship LG G6 and a first for the LG C-series. This means performance feels smoother and more responsive, and it benefits from more picture upgrades.

Finally, LG's C-series are among the best gaming TVs and the C6 is no different. It supports 4K 165Hz, full VRR including G-sync and FreeSync, plus Dolby Vision gaming and ALLM across four HDMI 2.1 ports, it's fully kitted out for gaming. Throw in an ultra-low 9.2ms input lag time and you have a superb gaming TV that was a blast to use for gaming during my testing.

Other fantastic Labor Day TV deals

55-inch B6E Series OLED 4K Smart TV: was $1299.99 now $799.99
LG's 2026 B6E is the budget version of the popular LG B6, and thanks to Best Buy's Labor Day sale, you can get the 55-inch model for an incredible price of $799.99. The LG B6E is packed with premium features, like LG's speedy Alpha 8 Gen 3 AI processor, Dolby Vision support, extensive gaming features, and webOS 26 - all for under $800.View Deal

65-inch Bravia XR8B Smart Google TV: was $3299.99 now $2499.99
If you're looking for a big-screen premium display, Sony's 65-inch Bravia XR8B OLED TV is now at a record-low price of $2,499.99. Sony's Bravia 8 features a sleek, slim design, a wide viewing angle, brilliant images with deep contrast, and cinematic sound across the entire screen.View Deal

B6 48-inch 4K OLED TV: was $999.99 now $699.99
The LG B6 is the brand's latest entry-level OLED TV for 2026 and a great choice if you want great picture quality and gaming chops on a budget. It features four HDMI 2.1 ports for 4K gaming at 120Hz, variable refresh rate modes, HGiG, and support for Dolby Vision Gaming. Our only criticism with this model is that it didn't provide a massive upgrade over the previous LG B5 model, but it's still an excellent entry-level OLED TV that ticks a lot of the right boxes.

Read our full LG B6 OLED TV reviewView Deal

75-inch S5 4K LED Fire TV: was $649.99 now $419.99
The TCL 75-inch S5 4K LED TV supports Dolby Vision, HDR10 Plus, HDR10, and HLG, while there’s Dolby Atmos sound and a built-in subwoofer. It also has a dedicated Game Mode for lower input lag and latency, and Motion Rate 240 technology for smoother motion. It’s all wrapped up in a highly attractive price tag for a screen of this size.View Deal

Shop more of today's best Labor Day sales
Tesla Cybercab finally hits the roads after two-year wait — but I’m not convinced its driverless cars will catch Waymo, whatever the Robotaxi data says - Friday, September 4, 2026 - 09:53
  • Tesla's Cybercab had a quiet launch event, but Elon Musk didn't attend
  • It's unclear exactly how many Cybercabs will be in circulation
  • Tesla says its Robotaxi service has driven one million unsupervised miles

Almost two years after Tesla first showcased its driverless Cybercab prototype — a vehicle that ditches traditional pedals and a steering wheel in favor of fully autonomous operation — the company has quietly introduced production versions to its fleet of driverless taxis in Austin, Texas.

The Texas Department of Motor Vehicles records show that Tesla now has 420 autonomous vehicles registered in the state, including 45 Cybercabs, according to Reuters.

That figure includes the company’s wider Robotaxi fleet, rather than just the new purpose-built cars.

However, despite launching a Cybercab-specific website to coincide with the launch, there was no official word on how many eye-catching gold machines will be put to work in Austin immediately.

Elon Musk didn’t attend the low-key launch event, while reports suggest just a handful of Tesla influencers were on site, some of whom were allowed to take the first rides.

BREAKING: Tesla has officially started offering Cybercab rides to the public.I’ve been waiting years to say that!I took one of the world's first public rides. The cabin is comfortable and spacious, the suspension is soft, and FSD is VERY smooth. It’s an incredible vehicle.… pic.twitter.com/XBzJI9EVQmSeptember 4, 2026

Unfortunately, there was no further information on how the general public can increase their chances of hailing a Cybercab, as opposed to a 'standard' Robotaxi, which often still operate with safety monitors behind the wheel.

What’s more, Tesla's new dedicated web page says that children under 13 years old won’t be able to ride in a Cybercab, while those aged 13–17 will have to ride with an accompanying adult. The vehicle itself can also only seat two people.

Interestingly, the launch event did reveal more information about the Cybercab itself, including the fact that it is among the first vehicles in the world to use a dry brake-by-wire system that eschews traditional brake lines and hydraulic fluid, with each brake caliper instead getting its own electronically controlled actuator.

This, alongside the lack of traditional pedals and steer-by-wire steering, reduces the complexity of the overall build, resulting in what Tesla says is the lightest and most efficient vehicle it has manufactured to date.

Analysis: Robotaxi data suggests Tesla’s driverless cars could catch Waymo, in theory

(Image credit: Tesla)

During the Cybercab launch, Tesla VP of Autopilot/AI Ashok Elluswamy stated that the company had “achieved one million miles of unsupervised Robotaxi operation.”

This represents a massive jump from the previous figure, which was announced in late July of this year and put the total at 380,000 miles with “zero notable incidents.”

The increase of 620,000 miles in the last six weeks represents a rapid ramp-up in unsupervised Robotaxi operations — although Tesla stops short of stating whether these were real, paid-for passenger rides or whether that number also included testing.

If the numbers are to be believed, Tesla is now adding roughly 148,000 unsupervised Robotaxi miles per week, a dramatically faster rate than it was just weeks ago.

But its key competitor, Waymo, remains in another league when it comes to cumulative real-world autonomous driving experience. Waymo passed 100 million rider-only miles in 2025 and has since passed the 200 million mark.

Crucially, Waymo describes these as “rider-only” miles — autonomous miles driven in cities where it operates its ride-hailing service — rather than a combination of conventional human-supervised testing and autonomous operation.

Tesla seemingly has an advantage in the fact that it designs and manufactures its own purpose-built vehicle in the Cybercab, giving it control over both the car and the autonomous driving technology.

Waymo, meanwhile, works with vehicle manufacturers including Zeekr to integrate its Waymo Driver technology. But that doesn’t seem to be slowing its deployment. Just this month, Waymo added another three cities to its list of areas served, taking the tally up to 14.

Tesla’s public-facing fully autonomous rides, meanwhile, remain far more limited in scale, with Austin remaining its main focus, as its San Francisco operation till faces regulatory road blocks.

It feels like even with the purpose-built Cybercab finally joining the fleet, Tesla has a lot of catching up to do.

Cisco patches three critical vulnerabilities as part of 'comprehensive internal security review' - Friday, September 4, 2026 - 09:55
  • Cisco patched eight IOS XR flaws, including three critical (CVE‑2026‑20274, CVE‑2026‑20279, CVE‑2026‑20212)
  • Vulnerabilities allow unauthenticated exploitation, improper access control, and crafted input execution
  • No abuse reported; patches urged, with iACL workarounds for Nexus 9000 devices using Silicon One ASIC

Cisco patched eight vulnerabilities affecting its IOS XR operating system, including three critical-severity ones. It urged its customers to apply the patches as soon as possible, even though it stressed that there is no evidence any of these were abused in the wild.

The company detailed its findings in two advisories published on the same day - September 2.

In the first one, it disclosed seven vulnerabilities, including two critical-severity ones: CVE-2026-20274 and CVE-2026-20279. Both carry a severity rating of 9.8/10 (critical). The former is an improper control of a resource during its lifetime flaw - a network-based, low complexity, vulnerability that requires no authentication or user interaction to be exploited. The latter is described as an improper access control vulnerability that can lead to the same consequences.

Fixes and mitigations

These flaws, along with five others, affect all releases of Cisco IOS XR Software, including Cisco IOS XR7 (LNT) Software, regardless of device configuration, the company explained. There are no available workarounds, and installing the provided patch is the only way to mitigate the risk.

The third flaw, disclosed in a separate advisory, is tracked as CVE-2026-20212. Successfully exploiting this one allows attackers to connect to an affected device and send crafted input that could be executed as code, without root privileges. “The exploitation of this vulnerability could also cause the S1HAL process to crash, which could cause the device to reload,” Cisco explained.

This bug affects Cisco Nexus 9000 Series Switches if they include a Silicon One ASIC, the company stressed. A possible workaround is to use infrastructure access control lists (iACLs) to allow only required management and control plane traffic that is destined to the affected device. There is also the option of iACLs only being used to explicitly deny all TCP packets that are destined to a locally configured IP address with a destination port of 43210 or 43211.

Via The Register

7 Home Depot Labor Day deals I’d shop for fall — giant skeletons, patio furniture, grills, mums and more - Friday, September 4, 2026 - 09:56

September has arrived and Labor Day is this Monday, which means fall is near. Home Depot's Labor Day sale is one of my favorite places to shop for fall essentials, including up to 45% off patio furniture, grills, mums, Halloween decor, and outdoor tools.

Shop Home Depot's full Labor Day sale

Below are my seven favorite fall deals from Home Depot's Labor Day sale, including its popular appliance offer. You can save up to $1,000 and score free shipping on orders over $998 on refrigerators, washing machines, dishwashers, and ranges from brands like Samsung, LG, Whirlpool, and GE.

A few fall deals in my shopping cart include the viral 12-ft giant skeleton, in stock for $299; this Milwaukee M18 leaf blower for $149; and a variety of mums starting at just $17.

Shop more of Home Depot's most popular Labor Day deals below, and keep in mind these are limited-time offers that end on Labor Day proper (Monday, September 7).

Home Depot's Labor Day sale — quick links7 Home Depot Labor Day deals I'm shopping

Home Depot Labor Day sale: save up to 40% off major appliances
Appliances are a Labor Day specialty, and right now Home Depot is offering up to $1,000 off major appliances. You can save big on refrigerators, washers and dryers, ranges, and more from brands like Samsung, GE, and Whirlpool. You can also score free delivery on orders over $998. View Deal

Home Depot Labor Day sale: up to $400 off patio furniture
My favorite offer from Home Depot's Labor Day sale is on its best-selling patio furniture. You can score clearance prices on high-quality furniture, including sets of chairs, umbrellas, dining furniture, fire pits, decor, and more.View Deal

Home Depot Labor Day sale: indoor and outdoor Halloween decorations from $10
If you're like me and love Halloween, then you'll want to head to Lowe's to save on popular indoor and outdoor decorations. You can find large inflatables, giant skeletons, spooky ghosts, and more.View Deal

Home Depot Labor Day sale: save up to $250 on lawn mowers
Home Depot's Labor Day sale offers a wide selection of lawn mowers, from push mowers to riding mowers, from brands like DeWalt and Ryobi, plus huge savings on trimmers, pressure washers, leaf blowers, and more.View Deal

Home Depot Labor Day sale: grills and accessories starting at $99
You can kick off the upcoming fall football season with a new grill at Home Depot's Labor Day sale. Find deals starting at just $99 on gas, charcoal, and portable grills from brands like Weber, Traeger, and more.View Deal

Home Depot Labor Day Sale: up to 45% off select tools and accessories
You can save up to 45% on select tools, which include everything from saws to drills, plus you can score free two-day shipping. Today's deals include big-name brands like Dewalt, Ryobi, and Milwaukee, and you can score a free gift with select purchases.View Deal

Home Depot Labor Day sale: storage solutions from $3
If you're still looking to get organized for the new school year, Home Depot's storage sale includes discounts on garage, closet, and laundry solutions, including containers, shelving, baskets, and more.View Deal

Shop more of today's best Labor Day sales

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