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News

An Abandoned SpaceX Rocket Crashed Into the Moon. Here’s What Happened - Wednesday, August 5, 2026 - 14:28
The rocket drifted in space for over a year before finally plummeting to the moon’s surface.
Today’s NYT Connections Hints and Answers for Aug. 6, #1152 - Wednesday, August 5, 2026 - 16:00
Here are hints and the answers for the NYT Connections puzzle No. 1152 for Aug. 6, 2026.
The Disney Plus App Is Getting TikToks. Is a Free Plan Next? - Wednesday, August 5, 2026 - 15:09
Disney-themed TikToks are coming to US subscribers. And the company’s executives defended box office flops as wins.
Today’s NYT Strands Hints, Answers and Help for Aug. 6 #886 - Wednesday, August 5, 2026 - 16:00
Here are hints and the answers for the NYT Strands puzzle No. 886 for Thursday, Aug. 6, 2026.
Today’s NYT Connections: Sports Edition Hints and Answers for Aug. 6, #682 - Wednesday, August 5, 2026 - 16:00
Here are hints and the answers for the NYT Connections: Sports Edition puzzle No. 682 for Thursday, Aug. 6.
I Shot the Sky With 2 Smart Telescopes, Both Under $400. Here’s My Take - Monday, July 20, 2026 - 10:54
The budget-friendly Dwarf Mini and Seestar S30 performed better than I’d anticipated. Here’s my take after shooting with both.
Ditch the Teflon: This Hack Transforms Stainless-Steel Pans Into Nonstick - Wednesday, July 8, 2026 - 09:05
Skip the fragile ceramic and the clunky cast iron. I found a nonstick hack for stainless-steel cookware.
Meta Is Challenging Claude Code and Codex With New Muse Code - Wednesday, August 5, 2026 - 17:13
With coding as a key capability for AI companies, Meta throws its hat into the ring.
NYT Connections hints and answers for Wednesday, August 5 (game #1151) - Tuesday, August 4, 2026 - 19:00
Looking for a different day?

A new NYT Connections puzzle appears at midnight each day for your time zone – which means that some people are always playing 'today's game' while others are playing 'yesterday's'. If you're looking for Tuesday's puzzle instead then click here: NYT Connections hints and answers for Tuesday, August 4 (game #1150).

Good morning! Let's play Connections, the NYT's clever word game that challenges you to group answers in various categories. It can be tough, so read on if you need Connections hints.

What should you do once you've finished? Why, play some more word games of course. I've also got daily Strands hints and answers and Quordle hints and answers articles if you need help for those too, while Marc's Wordle today page covers the original viral word game.

SPOILER WARNING: Information about NYT Connections today is below, so don't read on if you don't want to know the answers.

NYT Connections today (game #1151) - today's words

(Image credit: New York Times)

Today's NYT Connections words are…

  • LUCKY
  • MISSION
  • RANCH
  • CATTLE
  • WRANGLER
  • INVESTMENT
  • GAP
  • STEER
  • BROTH
  • PILOT
  • CAPE COD
  • MERCHANDISE
  • DRIVE
  • DIESEL
  • TUDOR
  • MANEUVER
NYT Connections today (game #1151) - hint #1 - group hints

What are some clues for today's NYT Connections groups?

  • YELLOW: Plot a path
  • GREEN: Purveyors of denim
  • BLUE: Types of home buildings
  • PURPLE: The common link rhymes with “lock”

Need more clues?

We're firmly in spoiler territory now, but read on if you want to know what the four theme answers are for today's NYT Connections puzzles…

NYT Connections today (game #1151) - hint #2 - group answers

What are the answers for today's NYT Connections groups?

  • YELLOW: NAVIGATE
  • GREEN: JEANS BRANDS
  • BLUE: HOUSE STYLES
  • PURPLE: WHAT "STOCK" MIGHT REFER TO

Right, the answers are below, so DO NOT SCROLL ANY FURTHER IF YOU DON'T WANT TO SEE THEM.

NYT Connections today (game #1151) - the answers

(Image credit: New York Times)

The answers to today's Connections, game #1151, are…

  • YELLOW: NAVIGATE: DRIVE, MANEUVER, PILOT, STEER
  • GREEN: JEANS BRANDS: DIESEL, GAP, LUCKY, WRANGLER
  • BLUE: HOUSE STYLES: CAPE COD, MISSION, RANCH, TUDOR
  • PURPLE: WHAT "STOCK" MIGHT REFER TO: BROTH, CATTLE, INVESTMENT, MERCHANDISE
  • My rating: Hard
  • My score: 1 mistake

I fell for the obvious trap and linked WRANGLER, CATTLE, RANCH, and STEER today. But unable at that point to see any alternative groups, I went for it anyway.

Thankfully, after this mistake I found my way to the four tiles that made up NAVIGATE.

Not for the first time I’d take issue with Connections and protest that GAP, while being a seller of jeans, is not exactly one of the top JEANS BRANDS. Very misleading. Oh well, I Guess I will have to Levi it there as it’s onLee a game.

Yesterday's NYT Connections answers (Tuesday, August 4, 2026, game #1150)
  • YELLOW: LONG CYLINDRICAL THINGS: CIGARETTE, FOAM ROLLER, POOL NOODLE, PRETZEL ROD
  • GREEN: ICONIC NYC SIGHTS: BODEGA, PIGEON, SUBWAY STATION, TAXI CAB
  • BLUE: THINGS WITH PEDALS: PIANO, SEWING MACHINE, SWAN BOAT, UNICYCLE
  • PURPLE: V-SHAPED THINGS: ANGLE BRACKET, CHEVRON, GOOSE FORMATION, PEACE SIGN
What is NYT Connections?

NYT Connections is one of several increasingly popular word games made by the New York Times. It challenges you to find groups of four items that share something in common, and each group has a different difficulty level: green is easy, yellow a little harder, blue often quite tough and purple usually very difficult.

On the plus side, you don't technically need to solve the final one, as you'll be able to answer that one by a process of elimination. What's more, you can make up to four mistakes, which gives you a little bit of breathing room.

It's a little more involved than something like Wordle, however, and there are plenty of opportunities for the game to trip you up with tricks. For instance, watch out for homophones and other word games that could disguise the answers.

It's playable for free via the NYT Games site on desktop or mobile.

Quordle hints and answers for Wednesday, August 5 (game #1654) - Tuesday, August 4, 2026 - 19:00
Looking for a different day?

A new Quordle puzzle appears at midnight each day for your time zone – which means that some people are always playing 'today's game' while others are playing 'yesterday's'. If you're looking for Tuesday's puzzle instead then click here: Quordle hints and answers for Tuesday, August 4 (game #1653).

Quordle was one of the original Wordle alternatives and is still going strong now more than 1,500 games later. It offers a genuine challenge, though, so read on if you need some Quordle hints today — or scroll down further for the answers.

Enjoy playing word games? You can also check out my NYT Connections today and NYT Strands today pages for hints and answers for those puzzles, while Marc's Wordle today column covers the original viral word game.

SPOILER WARNING: Information about Quordle today is below, so don't read on if you don't want to know the answers.

Quordle today (game #1654) — hint #1 — VowelsHow many different vowels are in Quordle today?

The number of different vowels in Quordle today is 4*.

* Note that by vowel we mean the five standard vowels (A, E, I, O, U), not Y (which is sometimes counted as a vowel too).

Quordle today (game #1654) — hint #2 — repeated lettersDo any of today's Quordle answers contain repeated letters?

The number of Quordle answers containing a repeated letter today is 1.

Quordle today (game #1654) — hint #3 — uncommon lettersDo the letters Q, Z, X or J appear in Quordle today?

• No. None of Q, Z, X or J appear among today's Quordle answers.

Quordle today (game #1654) — hint #4 — starting letters (1)Do any of today's Quordle puzzles start with the same letter?

The number of today's Quordle answers starting with the same letter is 2.

If you just want to know the answers at this stage, simply scroll down. If you're not ready yet then here's one more clue to make things a lot easier:

Quordle today (game #1654) — hint #5 — starting letters (2)What letters do today's Quordle answers start with?

• M

• W

• S

• W

Right, the answers are below, so DO NOT SCROLL ANY FURTHER IF YOU DON'T WANT TO SEE THEM.

Quordle today (game #1654) — the answers

(Image credit: Merriam-Webster)

The answers to today's Quordle, game #1654, are…

  • MOUND
  • WRONG
  • STOOD
  • WEIRD

It has taken me a long time, but I have finally realized that I need to take some games of Quordle more slowly.

Today was a good example of this. With multiple possibilities of a word ending O-U-N-D I had to use the other words to eliminate letters, before MOUND became the only possibility.

Daily Sequence today (game #1654) — the answers

(Image credit: Merriam-Webster)

The answers to today's Quordle Daily Sequence, game #1654, are…

  • FLUTE
  • SMEAR
  • LODGE
  • DIVER
Quordle answers: The past 20
  • Quordle #1653, Tuesday, 4 August: GOOEY, TARDY, HUMAN, CHALK
  • Quordle #1652, Monday, 3 August: FUNGI, MUDDY, DEBUT, MANIA
  • Quordle #1651, Sunday, 2 August: BOOTH, EASEL, REACH, MAKER
  • Quordle #1650, Saturday, 1 August: OMEGA, BIRCH, SMOCK, EERIE
  • Quordle #1649, Friday, 31 July: MANIA, SINGE, STOOL, LOFTY
  • Quordle #1648, Thursday, 30 July: MODAL, IDLER, CHUMP, LUMPY
  • Quordle #1647, Wednesday, 29 July: GAWKY, ALLOY, AUDIT, LATCH
  • Quordle #1646, Tuesday, 28 July: SMITE, ROACH, RUDDY, GLOBE
  • Quordle #1645, Monday, 27 July: TAFFY, FIGHT, GUILD, WAGER
  • Quordle #1644, Sunday, 26 July: STOMP, LIMIT, FUNKY, STEAD
  • Quordle #1643, Saturday, 25 July: SALON, SHEEN, BURST, GOURD
  • Quordle #1642, Friday, 24 July: DOLLY, EDIFY, LAGER, PRANK
  • Quordle #1641, Thursday, 23 July: LADEN, EVICT, WOVEN, SHIRE
  • Quordle #1640, Wednesday, 22 July: COYLY, SINGE, AWASH, AWOKE
  • Quordle #1639, Tuesday, 21 July: TRUSS, AXIAL, SWINE, THING
  • Quordle #1638, Monday, 20 July: ICING, SLICK, GAILY, RISEN
  • Quordle #1637, Sunday, 19 July: SPURT, ACRID, THRUM, BLEEP
  • Quordle #1636, Saturday, 18 July: KNAVE, TIGHT, BLEAT, CHAOS
  • Quordle #1635, Friday, 17 July: CUMIN, PALER, GRASS, INBOX
  • Quordle #1634, Thursday, 16 July: IGLOO, PLAIT, YEAST, AROMA
Watch out — Microsoft login pages are being abused as hackers try and lure in unlucky victims, here's what to look out for - Tuesday, August 4, 2026 - 19:15
  • Phishing campaign used fake Teams notifications to route victims to a genuine Microsoft sign-in page
  • Rather than stealing passwords, attackers asked victims to approve permissions for an attacker-controlled app, gaining access to mail, files, Teams, SharePoint, OneDrive and calendars without defeating MFA
  • Check Point says the technique has been commoditized in 2026 into a rentable service; the practical defense is restricting app consent rather than relying on users to spot a fake

A phishing campaign that ran from late June into July 2026 did something that breaks most of the advice organizations have spent a decade teaching their staff: it sent victims to a real Microsoft login page.

Check Point's email research team, which disclosed the campaign, identified more than 200 phishing emails targeting users across roughly 120 organizations worldwide.

The lure was a fake Microsoft Teams notification with a genuine destination; what actually compromised accounts was not a stolen password but a permissions prompt that the victim clicked through voluntarily.

A sophisticated attack that relied on tricking users into granting permissions

Check Point noted in its brief that what actually compromised the accounts was not a stolen password but a permissions prompt that the victim clicked through voluntarily. This is a reminder of a stark change in attackers' tactics: they have stopped forging Microsoft's front door and started walking through it.

The email appeared to be a Microsoft Planner task-assignment notification. The sender name read "There's New Activity On Team," the subject line claimed that HR had sent three messages via Teams chat, and the body referenced a payroll and benefits update, along with a counter showing four overdue employee tasks.

To someone who works in security, the message had its own telltale signs of being a typical phishing attempt: every link in the email, including both call-to-action buttons, routed through the same redirect. And the visible sender address belonged to the recipient's own organization, meaning the email appeared to have been sent to the same person it came from.

The link opened a real OAuth authorization URL on login.microsoftonline.com, not a look-alike domain. Signing in displayed a permissions prompt asking the user to approve the permissions or accept them on behalf of their organization.

If they did, Microsoft redirected the browser to the redirect address specified in the original request, which in this particular campaign was an AWS API Gateway endpoint under the attackers' control. The authorization code was delivered there, and the attackers exchanged it for access. No password was stolen at any point, and there was no fake page to spot.

This is not unlike how the phishing-as-a-service Kali365 platform compromises Microsoft accounts, but instead of stealing session cookies or OAuth tokens, it opts for a more permanent illicit grant of consent.

This runs counter to the usual security training checklist, which emphasizes adhering to norms rather than going against the grain; users are told to check the URL, look for the padlock, and watch for misspelled domains. None of those measures matter because there is nothing forged to catch. The domain and certificate are Microsoft's, while the sign-in page is the one the user sees every morning, offering a false sense of security to a user not looking for this particular attack vector.

Multi-factor authentication does not help either; it protects the login sequence but not access to the user's data post-login. The attacker never needs the password or the second factor because they walk away with a token granted by the user's valid session, a technique called 'consent phishing'.

There are many ways to prevent this, but the simplest two are asking users to check every single permission/consent screen they click (the phishing attempt still requires users to allow it) and limiting access to permissions for user accounts that applications can request via Microsoft Entra at the system administrator level.

It would be prudent to do the latter at a minimum, even as Check Point notes that the campaign is no longer active because the underlying technique it used is not going anywhere.

Why is Intel sharing its Atom CPU technology with a start-up? The answer could be in low-power x86 design - Tuesday, August 4, 2026 - 20:25
  • Intel shared rare x86 chip design access with a brand-new startup
  • RosaicLabs can now build custom processors using licensed Atom architecture
  • Intel shifted its low-power strategy from Atom towards newer E-Core designs

Intel has given RosaicLabs access to part of its Atom processor technology in a rare move involving the company's x86 intellectual property.

Reports from Reuters claim the agreement involves register-transfer level, or RTL, code that describes processor functions before they are converted into physical silicon during manufacturing.

Atom was designed for low-power computing, making the technology suitable for systems requiring efficient performance without high energy consumption or excessive heat generation.

Why Atom technology fits the reported agreement

Intel's Atom processors have historically powered entry-level systems, networking equipment, embedded devices, and other products where power efficiency matters more than maximum performance.

The processor family runs on the x86 architecture and was developed to provide Intel-based computing for smaller and lower-power devices.

RosaicLabs is expected to receive RTL code for Atom technology, which could allow it to create custom processor designs using Intel's existing architecture.

A veteran semiconductor executive said such access provides "comprehensive exposure" to Intel's intellectual property, giving customers the ability to develop their own silicon based on licensed designs.

Providing Rosaic access to Atom technology is unusual because Intel has traditionally kept key parts of its x86 intellectual property under tighter control rather than widely licensing processor designs.

However, Intel's Atom portfolio has become smaller as the company shifted its low-power processor strategy toward E-Cores, which succeeded Atom-based designs in newer products.

E-Cores use newer microarchitectures such as Gracemont, meaning Intel may view selected Atom technology as suitable for external licensing while keeping its latest processor designs within its own roadmap.

The exact Atom technology Rosaic will receive remains unclear, although the startup could potentially gain access to Tremont, one of Intel's final Atom microarchitectures.

Tremont was used in products such as Elkhart Lake and Jasper Lake, which supported embedded systems, low-power laptops, and Chromebooks.

Rosaic has some connections with Intel

Rosaic is a startup incorporated in Delaware in May 2026, but details about the company remain limited beyond its reported agreement with Intel over Atom processor technology.

An amended corporate filing dated July 24 shows the company can pursue a $10 million seed funding round while approving capital expenditures below $5 million without investor or board approval.

The startup's founding team reportedly includes former Rivos employees, linking Rosaic with a semiconductor company that Meta acquired for roughly $2 billion last year.

Rosaic's connection with Intel also extends to its leadership because chief executive Amarjit Gill previously helped assemble Rivos' founding team alongside Intel chief executive Lip-Bu Tan, who chaired that company.

Gill and Tan also shared an investment history, making early bets on Nuvia before Qualcomm acquired the startup, adding another link between Rosaic's leadership and Intel's current chief executive.

These professional relationships have drawn attention to Rosaic, although neither company has publicly explained whether they influenced Intel's decision to share Atom processor technology.

After the announcement, Intel shares rose 12%, although no evidence directly linked those market gains with the reported licensing arrangement.

This agreement suggests Intel may see continued value in Atom's low-power x86 design, but its broader intentions remain uncertain until Rosaic reveals its future processor plans.

I tried Gemini Spark in Chrome and it's the perfect AI for handling all the boring bits online - Tuesday, August 4, 2026 - 21:00

As soon as I heard that Gemini Spark was now part of the Chrome browser I had to try it for myself.

Gemini Spark is an AI agent designed to take on longer-running tasks that continue in the background. It's much smoother now thanks to an update that incorporates the platform directly into Google's Chrome browser. So now the AI can actually browse the web alongside you, doing its own tasks, instead of simply talking about it, even if you close your browser.

Before you can try Spark, you need the right ingredients. You will need the latest version of Google Chrome on Windows or macOS, a personal Google account, and either a Google AI Pro or Google AI Ultra subscription. With the right subscriptions, you just need to set Safe Browsing to either Standard Protection or Enhanced Protection before Spark becomes available.

With those requirements out of the way, click the three dots in the upper right corner of Chrome and choose Settings, then AI Innovations or Gemini in the Chrome menu, where you can navigate to the Permissions section and switch on the Let Gemini browse for you option.

Now you can open the Ask Gemini panel at the top of Chrome and give it a task that benefits from browser access. Spark will show you its proposed plan before doing anything, and the first time you use it, Chrome will ask whether you want to connect your browser to Spark. Click Allow or Connect, and from then on you can start handing Spark more ambitious jobs.

If something involves making a purchase, entering sensitive information, or confirming an important action, Spark pauses and asks for your approval before continuing.

The video below shows you exactly how Spark works:

Comparison shopping

(Image credit: Future)

I first decided to see how the AI did at the often time-consuming but important chore of comparison shopping. I asked Gemini using Spark to find a good deal for a TV.

Instead of asking which television I should buy, I gave Spark a proper assignment. I told it to compare prices for a 65-inch model at Amazon, Best Buy, Costco and Walmart, look for promo codes, and calculate the final price after discounts then prepare for checkout.

Spark didn’t just provide a summary. I could watch the AI navigate to different websites, try out different options, and work out which I might prefer.

When it found what it believed was the best option, it added the television to the cart and stopped, waiting for me to approve the purchase before doing anything involving payment.

Spark is happy to do the repetitive work, but it won’t spend your money without asking first. It feels like exactly the right balance between useful automation and common sense.

Planning a family day out

(Image credit: Future)

My second experiment was slightly more ambitious because it combined several different tasks into one. I asked Spark to plan a family day out for two adults and two toddlers.

Normally that would have meant switching constantly between Google Maps, museum websites, restaurant reviews and booking pages. Spark simply got on with it. It compared opening hours, checked travel times, built a schedule that actually flowed logically through the day, found a restaurant with online reservations and reserved it, then prepared the museum ticket purchase and before asking me to approve the bookings.

AI for tedious tasks

Spark takes the tedium out of a library card application. (Image credit: Future)

Google claims Spark is great at filling out paperwork, especially using information from your own Google accounts. As my kid is getting to the right age for it, I asked Spark to fill out his library card application.

After checking that it had the right information about my address and other details, Spark opened up my library's website and went to work. It filled in my contact information, mailing address and other saved details. When it reached the final submission page, it stopped and waited for my approval instead of clicking the button itself.

It’s not an incredibly long form, but it’s easy to see how Spark could save quite a lot of time on the more complex medical or insurance papers. It’s a lot faster to review and make sure the AI got it right than to write it all out yourself.

Using Spark highlighted how different it feels from regular Gemini. Spark shifts the workload because it can actually interact with the browser instead of simply describing what I should do next.

Gemini Spark is one of the more compelling AI features Google has introduced in quite some time. It won’t replace every online task, but it can quietly eliminate a surprising amount of clicking, tab juggling and repetitive typing.

Texas has electricity and water bills below the national average — but they’re rising faster than inflation for one key reason that won’t surprise anyone - Tuesday, August 4, 2026 - 21:05

Texas Governor Greg Abbott has paused new data center connections to the state’s grid pending audits on the requirements for new and proposed constructions. The audits will cover the revenue lost from data center tax exemptions, power usage and generation, infrastructure upgrades, water usage, and the impact on the local communities and environment.

Texans have seen their electricity and water bills increase significantly over the past five years. Data from Electric Choice shows the average residential electricity price has risen by over 25%, and data from the Texas Municipal League demonstrates the average residential water bill has risen by over 26%.

But the prices in Texas sit below the national average. So why then are they rising so fast, and what does it mean for other states in the US?

Prices rapidly rising

As new industries and houses are constructed, new connections need to be added. These connections are constructed by power grid operators, with the cost of upgrades generally passed on to consumers through utility transmission fees.

Infrastructural upgrades are also paid for by grid operators, with the costs of construction again passed back down to consumers through their bills.

The rapid increase in data center construction projects has been a particular issue in this regard. As data centers require enormous amounts of electricity, they require far more complex and expensive connections than are required of a typical residential connection.

But alongside the moratorium on new data center construction, Gov. Abbott has required data center projects that pass the states’ audit will be required to pay for their own connections and infrastructure. In a letter to the Public Utility Commission of Texas and the Electric Reliability Council of Texas, Abbot highlighted that 90% of new grid connections are data centers.

(Image credit: Electric Choice)

Electricity prices are also rising due to an increasingly unpredictable climate. Soaring temperatures place increased demand on electricity grids, especially as cooling systems for homes and businesses are switched on during peak times. The heat also causes electricity infrastructure to fail at a higher rate, causing additional costs as grids are repaired and replaced.

As for water prices, Texas has been subject to a four year drought. Per Washington Post reporting, Texas has been seeking alternative sources of water to extend supply. The downside is that in one such project, the state ended up paying the contractor responsible for a new groundwater collection project an extra 40% on top of the originally proposed $500 million.

The increasingly unpredictable weather is also wreaking havoc on existing infrastructure, especially when there are short periods of torrential rainfall. Sudden downpours can quickly overwhelm water infrastructure, damaging it or washing it away. Water treatment plants can also become overwhelmed and damaged. The cost of repairing and replacing infrastructure, as well as funding the much needed projects to create new water sources, once again gets passed down to consumers.

Couple this with the rapid increase in data center projects, which requires water usage during construction and for cooling, and prices will further increase. Texas currently sits in the number two spot for active data centers, slightly behind Virginia, but the number of planned and approved projects for Texas means the Lone Star state could soon become the number one state for active data centers.

Lessons for the rest of the US

As with all new technology, the pace of regulation falls a few thousand steps behind.

Numerous states have already begun issuing moratoriums on tax exemptions for data centers as the actual loss of revenue far exceeds earlier predictions. In Ohio, the loss of revenue has been $1.6 billion - far higher than the projected $136 million.

The new regulations introduced in Texas requiring data centers to pass the state audit before being hooked up to the grid have presented a second problem. Data centers providing their own on-site power are not subject to new grid connections, and can therefore bypass the audit.

One of the most cost effective means for producing on-site power are gas burning turbine generators. The downside for local residents in the vicinity of these sites is that noise levels have been compared to living near an international airport, and there are under-studied phenomena surrounding the infra-sound produced by these power projects.

There are also the climate implications of these sites. Despite the name, natural gas is a highly polluting fuel source that distributes pollutants both into the local area and the atmosphere, causing damage to local livestock, fauna, and the rest of the world.

'Patients are ready for this': New study reveals 90% of NHS staff use AI at work — and most patients are happy with it - Wednesday, August 5, 2026 - 02:00
  • Report claims 90% of NHS staff are using AI to assist with their work
  • Heidi survey points to high AI use across healthcare
  • AI looks to reduce the burden on healthcare professionals

NHS staff are increasingly using AI tools to improve workflows and handle admin tasks, and claim that patients are positive about the development, new research has claimed.

A survey of 1,000 healthcare professionals working in the NHS by Heidi found 90% of respondents revealing they are using AI in clinical work, with healthcare professionals driving the change, with nearly two-thirds (65%) adopting AI to assist in their workflow.

Rising administrative burdens in recent years may have contributed to the use of AI to assist in tasks, although it seems some AI use is happening regardless of official policies.

AI helps with the admin

Of those surveyed, 94% have increased their AI use at work in the past year, or kept it the same. Among hospital doctors, pharmacists, and mental health professionals, however, the figure is 96%.

The results of the survey clearly demonstrate a wide take-up of AI tools, no doubt driven by an increase of administrative tasks (experienced by 80% of respondents) which includes increased demand for documentation, particularly among nurses (61%), pharmacists (63%) any by GPs dealing with referrals and letters (52%).

While it is being used for drafting referrals and notes, AI is also being used to manage patient follow-ups (66%), and there is a belief that the technology is prolonging careers, by making the workload more manageable.

Dr Hannah Allen, Chief Medical Officer and GP at Heidi, said: "These findings reflect what we hear every day from patients and clinicians. Patients are ready for this, and healthcare professionals have already made AI part of how they manage a workload that has grown well beyond what most would call sustainable.”

Policies and oversight

Use of computers and patient data within the NHS has been closely monitored for years, and in recent years the challenges of AI have been highlighted, with various trusts implementing policies to handle generative AI use. Among these are the NHS AI Lab Code of Conduct, NHS England's Blueprint for AI in Health and Social Care, and the Information Governance (IG) Frameworks for handling patient data and other sensitive information.

So, the 35% expressing concern over patient privacy should be able to consult their local policies and procedures to ensure that their work doesn't infringe what has been put in place by the organization.

The march of AI across healthcare seems to be almost complete, and regardless of which tools are used, those governance policies should ensure admin is managed, data is kept private, and patient care continues to be the central focus.

Your living-room VPN just got faster: IPVanish rolls out WireGuard and OpenVPN on Apple TV - Wednesday, August 5, 2026 - 02:00
  • IPVanish has updated its Apple TV app to widen its VPN protocol choice
  • Beyond IKEv2, the app supports WireGuard and OpenVPN (with Scramble)
  • Both existing and new subscribers can unlock everything with a single step

IPVanish has given its Apple TV app a notable upgrade, adding support for the WireGuard and OpenVPN protocols in addition to the current IKEv2.

For anyone who streams from the sofa, this is a meaningful change. Protocol choice affects speed, stability, and how easily a VPN slips past networks that try to block it, so having multiple options is much better than a single default.

The update also comes with a bold competitive claim. IPVanish argues it's now the only provider offering WireGuard, OpenVPN (with Scramble), and IKEv2 together on Apple TV, building on its early arrival as one of the first premium services on the platform.

Subbu Sthanu, IPVanish's General Manager of Consumer Cybersecurity, framed the launch around the living room, saying the provider wants to give Apple TV owners "the ultimate balance of speed, security, and customization."

If you're shopping for the best VPN for your living-room setup, more protocol flexibility is exactly the kind of feature that separates a bare-bones tvOS app from a properly capable one.

IPVanish — starting from $2.19 per month
A fast VPN with a decent track record for unblocking streaming services, IPVanish can really help you boost your Apple TV experience. It supports unlimited simultaneous devices so you can extend protection to all your machines, too. With its cheapest plan working out to the equivalent of $2.19 a month — that's $52.56 for 2 years — IPVanish is also among the cheapest VPNs you can get right now.

What's new in the IPVanish Apple TV app

The refreshed app, rolled out in late July 2026, brings two of the most widely used VPN protocols to Apple TV for the first time, sitting alongside the existing IKEv2 option.

WireGuard is the headline addition. Built on a lean codebase with modern encryption, it's designed to deliver fast connections and low latency. This makes it well suited to streaming and gaming on a big screen.

OpenVPN is the other new arrival. As one of the oldest and most battle-tested protocols around, it's prized for flexibility, supporting both UDP and TCP connections and editable port settings.

Crucially, OpenVPN ships with IPVanish's Scramble feature. Scramble obfuscates VPN traffic so it looks less recognizable to networks that try to detect and limit VPN connections, which can help you stay connected on fussier Wi-Fi.

Why the VPN protocol choice matters

Apple TV just got more ways to connect.WireGuard and OpenVPN are now available in the IPVanish Apple TV app, joining IKEv2. More protocol choice. More control over your connection. pic.twitter.com/nJD37VE1s3July 27, 2026

The value of multiple protocols comes down to fit. No single option is best for every network, so being able to switch lets you match your connection to the situation.

WireGuard offers the best balance of speed and security for most people, and it's the one to reach for when you just want smooth 4K playback. OpenVPN is the more configurable fallback, handy when a network is being awkward or actively blocking VPNs, especially with Scramble turned on.

Apple has allowed Apple TV VPN apps for a few years now, but many providers still ship fairly basic living-room clients. Adding genuine protocol choice puts IPVanish a step ahead of rivals.

How to change protocols on IPvanish Apple TV app

There's no complicated setup involved. All existing and new IPVanish subscribers can access the protocols simply by updating to the latest version of the app from the tvOS App Store.

Once updated, open the app, head into its settings, and pick your protocol before connecting. New to the app entirely? Our guide to installing IPVanish on Apple TV walks you through it.

I spent two months cleaning with the Samsung Jet 95S stick vacuum and I’m shocked at how well it performs — and for a good price too - Wednesday, August 5, 2026 - 02:07
Samsung Jet 95S: Two-minute review

I'm no stranger to testing powerful cordless vacuum cleaners, and have crossed paths with models that have boasted 280AW of suction before — my Dyson Gen5detect review is a case in point. The Samsung Jet 95S, announced earlier in 2026, also shares the same suction spec, but costs a fraction of the Dyson's RRP, and that wasn't the only pleasant surprise it came with. It began to impress even before I took it out of its packaging.

The box that was delivered to my door was much lighter than what I've experienced with other cordless vacuums recently, so much so that I thought it was surely missing parts. Once opened up, I didn't even need to glance at the user manual to put the free-standing dock together and assemble the vacuum — surprisingly very intuitive! And the fully assembled machine looked so much more compact that my Dyson V15s Detect Submarine hanging off its Free-Dok.

Well, 'compact' may not be the right word, but it's definitely shorter — about half the height of the aforementioned Dyson, but that's because the V15 hangs at a height. The battery pack, however, adds weight to the otherwise light stick vacuum, albeit the Jet 95S is still lighter than some of the newer Dyson's I've tested — tipping the scales at about 2.69kg with the heavier Jet Dual Brush+ floorhead compared to about 3.6kg for the Gen5detect.

A little more compact than a Dyson (right), the Samsung Jet 95S (left) is rather unassuming (Image credit: Sharmishta Sarkar / TechRadar)

Then there's the suction power which, as I've already mentioned, puts it in the same league as the Dyson Gen5detect, a stick vac that I'd readily recommend for its power. As good as the Dyson is, the Jet 95S can more than match that performance, even outdoing its more expensive competition in some of my tests, whether that's on hard floors or carpet. For example, where the Gen5detect might need two passes to suck up entangled hair from carpet fibres even in its Boost mode (maximum suction), the Jet 95S can manage it in one in its Jet mode.

And therein lies another point of difference that's impressive: where you typically get only three suction settings on most cordless vacuums, there are four on the Jet 95S, and even the lowest is better than Dyson's Eco mode.

While I can't fault its cleaning prowess, I found the main floorhead — the Jet Dual Brush+ — to lack easy manoeuvrability, even on hard floors, which means you're exerting extra energy to get the machine around your floors. That's not the case with the Slim LED brush, though, but that's designed for hard floors only and for squeezing under low-lying furniture.

The most surprising thing about the Samsung Jet 95S, however, is how much value it offers. For about half the price of the Gen5detect's RRP, you're getting the exact same suction and arguably better performance, in a more compact (and slightly lighter) setup, and no shortage of additional attachments. You even get a telescopic tube that you won't get with any current Dyson.

And while you can buy a Shark vacuum for less money, none offer the same kind of performance. So, in all honestly, it doesn't bother me that there's no additional perks here, like self-emptying or a mop attachment — the Jet 95S already packs in plenty of bang for your hard-earned buck.

(Image credit: Sharmishta Sarkar / TechRadar)Samsung Jet 95S review: price & availability
  • Currently only listed on the Samsung Australia and New Zealand sites
  • While NZ has no RRP listed, it's AU$799 in Australia
  • Also available from authorised third-party retailers

Announced in March 2026, the Samsung Jet 95S costs AU$799 in Australia and is available to buy directly from Samsung or from select third-party retailers like The Good Guys and JB Hi-Fi.

It's also listed on the Samsung NZ site, but no price is mentioned, although third-party retailers have the Jet 95S listed for NZ$919.

Compared to some Shark cordless vacuums that are constantly discounted on, say, Amazon, this price does seem high, but it is, in fact, excellent value given its spec list and performance (as you will read in more detail below).

The similarly specced Dyson Gen5detect Absolute will set you back AU$1,549 at full price in Australia, but has been regularly discounted down to the AU$950 mark and it's still more expensive than the newer Samsung. Sadly, the Dyson seems to have been discontinued in New Zealand as it's no longer listed on the officially website.

While it might be cheaper to buy a Shark, especially since the Shark PowerDetect Clean & Empty can regularly be had for under AU$700 and it self-empties, its suction cannot match the Jet 95S.

• Value score: 5 / 5

(Image credit: Sharmishta Sarkar / TechRadar)Samsung Jet 95S review: Specs

Weight:

2.5kg (with Slim LED Brush)

Dimensions:

25 x 93 x 20.2 cm

Filter:

HEPA filtration with pre-motor filter

Bin capacity:

0.8L

Max suction:

280AW

Max runtime:

60 minutes

Charge time:

210 minutes

Attachments:

Jet Dual Brush+, Slim LED Brush, Pet Tool+, Combination and Long Reach Crevice Tool, Flex Tool

Samsung Jet 95S review: Design
  • Waist-high free-standing dock with integrated storage
  • Expandable and bendable wand; comes with several useful attachments
  • Lighter than many modern cordless vacuums, but not quite lightweight

As I've already mentioned, when the Samsung Jet 95S got delivered to my home, I honestly thought the box was missing parts because it was so much lighter than what I'd expected it would be. That was unfounded because everything was neatly packed away inside and it only took a glance at the individual parts to know exactly how they all slotted into place to assemble the Jet Standing Station (as Samsung calls the free-standing dock) and the stick vacuum itself.

Fully assembled, the stand with the machine is barely waist-high — well, it is for me and I'm only five-feet tall! And that gives the whole package a very compact feel compared to newer Dysons hanging off the British brand's Free-Dok. And even though the Jet 95S uses about the same amount floor space as the Dyson, it doesn't feel... imposing.

The heaviest bits are the base for the Jet Standing Station and the removable battery pack, with the latter making what is a very lightweight stick vacuum relatively heavy and slightly less unwieldy than some compact Shark vacuums I've previously tried. That, however, is an issue with all newer cordless vacuums with removable battery packs, so I can't quite blame Samsung for it. Despite the battery, though, the Jet 95S is still lighter than the Dyson V15 Detect or newer models, tipping the scales at 2.69kg with the Jet Dual Brush+ affixed to the wand (it's about 2.5kg with the Slim LED floorhead).

(Image credit: Sharmishta Sarkar / TechRadar)

Speaking of attachments: there are three motorised tools — the aforementioned Jet Dual Brush+ for carpets and hard floors alike, the Slim LED Brush for hard floors only and the Pet Tool+ for sucking up finer and shorter strands — as well three non-motorised options that include a crevice tool, dusting brush and a bendy attachment. The last tool is can be handy when you need to reach some awkward spots when using the Jet 95S in handheld mode.

The wand is even expandable, with four height levels, meaning anyone — short or tall — will find a comfortable posture that won't strain your back while you move the Jet 95S around your home. As a short person, I didn't need to expand the tube at all, but a taller friend (standing 5'5") needed to increase the height by just one level to make it more comfortable to use.

Sharmishta Sarkar / TechRadarSharmishta Sarkar / TechRadar

Maneuverability is a small issue with the Jet Dual Brush+ floorhead and, sadly, that's the one I found myself using the most in a test space with mixed floors (tiles in the living and dining area, carpet in the bedroom), just so I didn't have to keep swapping out the floorheads each time a did a full-house clean.

The Slim LED Brush, however, is easier to move on its little wheels, but the battery making the unit top heavy can feel like it's impeding smooth movement. That said, the Jet 95S is definitely easier on the wrist compared to Dyson's heavier models that weigh upwards of 3kg.

Sharmishta Sarkar / TechRadarSharmishta Sarkar / TechRadarSharmishta Sarkar / TechRadar

I don't have pets, but the Pet Tool+ has been designed to pick up strands that are typically small and thin, and easily missed by the larger floorheads, but it can also be used on upholstery.

By far my favourite attachment has to be the Flex Tool, which allowed me to get into little nooks and crannies that a straight tube would typically not allow for. You can attach it to the handheld unit or to the end of the wand, then affix the crevice or dusting tool to get to hard-to-reach spots high or low. In my case, I was able to vacuum an air-conditioning vent's grill by bending the Flex Tool at a 90º angle and attaching the small brush to the end of it. I was also able to get behind my couch from the side (rather than reaching from over the backrest) to clean up months of dust along the skirting boards.

The Flex Tool can help you reach high or low spots that aren't always easy to get to (Image credit: Sharmishta Sarkar / TechRadar)

As with many cordless vacuums available now, there's a small LCD display that shows you the suction setting and the time remaining for the chosen mode, but you don't get a breakdown of dust sizes and amounts like you do on a Dyson or even the Dreame Z50. The information on screen might be minimal, but I can't complain given how much it costs.

One design aspect that I'm still unsure about is the onboard dust canister. I was expecting it to have a bottom trapdoor that would open on the press of a button to empty (like a Dyson's bin), but that's not the case. I had to detach it from the handle, remove the filter and internal metal cylinder, then tip the canister over to empty it. It's not a difficult process, but I think I'd much prefer the Dyson method of emptying, with the option to dismantle the canister for a thorough clean every once in a while.

• Design score: 4 / 5

Sharmishta Sarkar / TechRadarSharmishta Sarkar / TechRadarSharmishta Sarkar / TechRadarSamsung Jet 95S review: Features
  • No SmartThings support and it's definitely not necessary
  • Smart Motion is a thoughtful feature, but ultimately superfluous
  • Not necessarily a quiet vacuum

The 280AW of suction might be the headline act here, but one way Samsung has kept costs down is by not adding SmartThings support here like it has for its Bespoke Jet range. Which also means the Jet 95S doesn't use Samsung's Clean Station, but I don't mind that at all, especially at its price point. And, honestly, I didn't see the need for SmartThings support in any of the Samsung vacuums I've tested (stick or robot) and the Jet 95S makes an excellent case for not needing superfluous features.

Speaking of which, there is one feature that seemingly adds value but, ultimately, ended up being something I didn't ever need to use. It's called Smart Motion and it kicks in automatically when the vacuum is left switched on but at rest — like leaning against a sofa or chair — in case you need to, say, answer the door or move a cable from the vacuum's path. It will shut down completely when still and restart automatically if you move it within a minute.

Without the wand being extended, the Samsung Jet 95S (right) is shorter than the Dyson V15 Detect Submarine (left) (Image credit: Sharmishta Sarkar / TechRadar)

Given the power and mode buttons are so well within reach of the thumb, I found I was just switching the vacuum off if I needed to set it aside for a minute or two. And given its novelty, most users will likely even forget the feature exists. However, for those who are wont to just leave their vacuum idling against a chair or table, the Smart Motion feature will kick in and help conserve some battery life.

Dynamic suction is available, of course, which means you can just keep using the Jet 95S at its default setting (Mid) and let it do its thing. It's not really quiet, though, hitting about 89dB in the Jet mode in the Decibel X app on my iPhone in an otherwise silent room.

• Features score: 4 / 5

(Image credit: Sharmishta Sarkar / TechRadar)Samsung Jet 95S review: Performance
  • Excellent and quick vacuuming on hard floors and carpets in all settings
  • Most messes can be cleaned in a single forward motion
  • No loss of suction on either floorhead even when pulling the vacuum back

Samsung really knows how to optimise suction power to the best effect — it did it with the Bespoke range of cordless vacuums where I said the suction lived up to its 'Jet' name in my Samsung Bespoke Jet review. The South Korean electronics giant has done it again with the cheaper Jet 95S, taking full advantage of the airflow moving with up to 280AW (Airwatts) of power.

As I've already said, that's the same amount of suction the Dyson Gen5detect boasts, although it's not industry-leading. The Dyson V16 Piston Animal has 315AW while the Dreame Z50 Station goes further with 330AW, and Samsung's own Bespoke Jet Ultra offers 400AW. It's not about the number, though as, ultimately, it's the air flowing through the machine that will determine how well the vacuum functions — and the Jet 95S performs remarkably well.

Sharmishta Sarkar / TechRadarSharmishta Sarkar / TechRadarSharmishta Sarkar / TechRadarSharmishta Sarkar / TechRadar

With four suction modes at your fingertips (literally) — Min, Mid, Max and Jet — I found that the default setting of Mid was the best option and was happy to leave it as such for all my tests and regular cleaning. This mode adjusts suction automatically, whether that's when it detects different floor types or detects excess dirt.

Regular daily cleaning jobs were a walk in the park for the Samsung, sucking up visible dust, debris and hair even on the lowest (Min) suction setting on hard floors. It took a Mid setting on a very dirty carpet (covered in crumbs and hair) for it to get clean, but without having to repeatedly go over the same spot — just one or two passes were enough.

Sharmishta Sarkar / TechRadarSharmishta Sarkar / TechRadar

To put the Jet 95S through more serious testing, I used it to clean up a thick layer of coffee grounds and a mixture of oats, chia seeds, tea from a tea bag and freeze-dried raspberries — between them, they indicate a variety of dust and debris sizes that a typical household would need cleaning up.

Sharmishta Sarkar / TechRadarSharmishta Sarkar / TechRadarSharmishta Sarkar / TechRadar

On hard floors in my test space (matte-finish tiles) and set to the default Mid suction mode, the coffee grounds were sucked up in a single movement — forward to clear the middle of the dirty patch and back again to suck up another strip.

I was expecting it to take a full front-and-back pass to clear out the mixture but, again, it surprised me by picking up different-sized dirt in just a single forward motion, leaving a clean strip of floor in the middle of the patch. I noticed no scattering when larger particles hit the plastic frame of the floorhead either, which makes cleaning even easier.

Sharmishta Sarkar / TechRadarSharmishta Sarkar / TechRadarSharmishta Sarkar / TechRadar

The same mix of oats, tea dust, chia seeds and fruit on carpet gave the Jet 95S a little more of a challenge, but that translates to needing a forward and backward pass to clear a strip (as compared to just a front swipe on hard floors).

Step it up a notch and both the Max and Jet settings can blow any of the competition out of the park. My biggest pet peeve is hair strands getting entangled in carpet fibres that don't necessarily come off even when vacuuming on, say, Dyson's Boost mode or the highest suction on a Shark, but I found 100% hair pickup during my testing of the Jet 95S. I also found no tangling within any of the motorised attachments.

• Performance score: 5 / 5

(Image credit: Sharmishta Sarkar / TechRadar)Samsung Jet 95S review: Battery life
  • Maximum runtime of 60 minutes with non-motorised tools
  • Quite average battery life with motorised floorheads
  • Relatively quick recharge time, with handy battery life indicator

Battery performance, however, is quite average, with Samsung rating it for a maximum runtime of 60 minutes with the non-motorised attachments. That almost tracks, with my tests giving me 56 minutes on the Min mode (lowest suction) when the crevice tool was attached to the handheld unit.

With the motorised Jet Dual Brush+ floorhead and using the default Mid suction setting, I maximum I was able to eke out on a relatively clean floor was 37 minutes. This number will vary depending on how often dynamic suction kicks in, but it's not bad at all and quite competitive with other brands.

Move it up to Max and a full charge got me 10 minutes with the Jet Dual Brush+, while Jet barely give me 7 minutes. Again, it's on par with what I've previously experienced with Dyson and Shark alternatives.

Sharmishta Sarkar / TechRadarSharmishta Sarkar / TechRadar

Like I've previously mentioned, the Smart Motion feature might help some users conserve a little battery life but, in my opinion, it's neither here nor there and superfluous.

The Jet 95S took about 3 hours to top up from 21% to full, which is relatively quick compared to Dysons that offer the same 60-minute runtime (which average around the 4-hour mark), but I love that there's an indicator light above the handle that changes colour while it's charging.

It follows the traffic-light system where it's red when levels are low, yellow (more like orange) when it's come up to mid levels and green when it's fully done. This visual indication is handy when you need to complete a job in a larger home and don't necessarily need to wait for a full recharge.

• Battery score: 4.5 / 5

(Image credit: Sharmishta Sarkar / TechRadar)Should I buy the Samsung Jet 95S?

Attributes

Notes

Score

Value

It's very well priced for the kind of performance it offers.

5 / 5

Design

It may not stand out from a design perspective, but its compact, unimposing and has plenty of features to suit any user.

4 / 5

Features

It doesn't offer much that's different, and the one feature it does is, ultimately, superfluous.

4 / 5

Performance

It might come across as a no-frills stick vacuum, but it cleans remarkably well and can outperform even more expensive models.

5 / 5

Battery

Quite standard in terms of runtime, and that's absolutely fine at its price point.

4.5 / 5

Buy it if...

Value for money is priority when buying a cordless vacuum

Vacuums are frequently discounted, so you can always get a Dyson or Shark for cheaper than what the Jet 95S costs, but factor in its cleaning performance and the Samsung wins hands down.

You want a powerful vacuum cleaner

It may not match the suction of some other models on the market, but 280AW is still plenty and Samsung puts it to very good use here.

You regularly need a handheld vacuum

It's not especially light, but it's still easier to use in handheld mode than some of its competition. Moreover, the Flex Tool adds versatility to help you reach awkward spots and angles.

Don't buy it if...

You want a tech-laden vacuum

From a features point of view, the Jet 95S comes across as a no-frills option, so if you're after some smart tech, you'll need to look elsewhere... and spend more.

You want a mop attachment as well

There are plenty of alternatives that ship with a mopping floorhead, or you can opt for a robot vacuum, but the Jet 95S misses out.

You prefer to not clean the dust canister yourself

If self-emptying is a key criterion for choosing a stick vac, you'll need to look elsewhere.

Also consider

I might have scored the Samsung Jet 95S full marks, and I'd easily recommend it over anything else I've personally tested, but it's always good to have options. If you'd like a few alternatives, I've listed a few below at different price points for you to consider.

Shark PowerDetect Clean & Empty

It might have lower suction power than the Samsung Jet 95S, but it still cleans well and comes with an auto-empty charging dock that doesn't even need replacement bags. And while it's more expensive at full price than the Samsung, it's regularly discounted to below the AU$700 / NZ$800 mark.
Read our full Shark PowerDetect Cordless review, which is the non-emptying version.

Dyson Gen5detect Absolute

With the exact same suction and very good overall performance, this Dyson is packed with some sensible tech you won't find on the Jet 95S. However, it can be expensive, even when discounted, and it seems to have discontinued in New Zealand.
Read my in-depth Dyson Gen5detect review for more information

Samsung Bespoke Jet AI

I'm a little partial to the overall design of Samsung's Bespoke Jet vacuums and the Clean Station is one of the best self-emptying charging docks I've tried. The Lite models get you the same 280AW of suction, but the Ultra scores you 400AW, but they also cost more than the Jet 95S. Moreover, the AI part is basically market-speak for dynamic suction, but they all clean very well.
Read our full Samsung Bespoke Jet AI review to learn more

How I tested the Samsung Jet 95S

(Image credit: Sharmishta Sarkar / TechRadar)

I used the Samsung Jet 95S in my own one-bedroom apartment for about two months, cleaning every 2-3 days. However, I did put it through TechRadar's standard tests by sprinkling oats and tea dust from a tea bag. Additionally, I also created mixtures with chia seeds and pieces of freeze-dried raspberries to emulate different debris sizes that a standard home might encounter. This mixture was used on both hard floor — matte tiles in this case — and a mid-pile carpet.

Separately, I even vacuumed a handful of coffee grounds from tiles for additional testing.

To test its hair pickup, I collected my own strands from my brush and scattered them over the mid-pile carpet in the bedroom and walked over them for a couple of days to ensure they were well embedded into the fibres. I also scattered some breadcrumbs and biscuit crumbs on the same carpet, allowing them to also sink in over a couple of days.

Thankfully the Samsung Jet 95S was able to suck them all up and leave the floors in my home clean.

Read more about how we test vacuums

[First published August 2026]

We're building the most critical infrastructure of our lifetimes. We're leaving the front door unlocked - Wednesday, August 5, 2026 - 02:32

There has never been a construction race like the one now under way in the data center industry.

AI's demand for compute is driving the largest and fastest infrastructure buildout the sector has ever seen, with hyperscalers and developers racing to bring capacity online faster than power grids, planning departments or supply chains can comfortably keep up.

In that scramble, enormous attention goes to the things visible on a spreadsheet: megawatts, cooling, chips, network and, rightly, cybersecurity.

The dimension that gets quietly deprioritized is the physical protection of the buildings themselves. It is the easiest thing to defer under deadline pressure, and the hardest to retrofit once the concrete is poured.

A regulatory change in the United States is about to make that blind spot worse, and it is worth understanding even if you never operate a US federal facility, because of what it signals.

On 30 September, the Federal Data Center Enhancement Act is due to expire, with no replacement waiting. It set minimum standards for federal data centers, including, unusually, protection against physical intrusion, and it was the operational mandate that forced data-center-specific assessment.

Broader frameworks such as FISMA and the NIST control catalogue still apply, but they provide the principle; the Enhancement Act provided the practice. Principles without a mechanism to enforce them tend to be interpreted generously.

And when the government's own floor is allowed to disappear, the benchmark private operators quietly measure themselves against tends to go with it.

Security baselines

This is not a hypothetical worry about whether the requirement comes back. The Act's predecessor lapsed in 2022 and only survived by being folded into the following year's defense bill. A rule that needs a legislative vehicle to return is one that can quietly fail to, and security baselines rarely erode through a single dramatic decision. They erode through the absence of one: a mandate that simply never gets renewed because nothing forces the issue.

It helps to be concrete about what is at stake, because physical security is not an abstraction. It is the contractor with unescorted access to a hall of servers; the unmonitored loading bay; the maintenance door propped open for convenience; the departed employee whose credential still opens the cage. These are the routes by which data is stolen, infrastructure is sabotaged, and a facility the size of a warehouse is taken offline.

The real exposure is not in the data centers we already have. Established operators keep that spending in place through existing contracts and their own risk appetite. It is in the new builds, the AI-era expansions specced and procured at extraordinary speed, most of them private, built by developers no mandate ever bound. Remove the assessment framework and physical security becomes something that can be scoped down in procurement to hit a budget or a timeline, with no compliance flag and no one formally alerted. The gap opens in the facilities we are racing to build.

There is a contradiction at the center of this. Governments increasingly classify data centers as critical national infrastructure, the UK now does, and rightly so. Reducing their security baseline at the same moment runs in two directions at once. You cannot call something critical and simultaneously make its protection optional.

A sensible fix

The fix is not simply more regulation, though a sensible renewal would help. It is to stop treating physical security as a compliance obligation that rises and falls with the statute book, and start treating it as core design.

The consistent lesson from securing large-scale critical facilities is that physical security fails when it is a collection of disconnected tools, a camera here, an access reader there, bolted on at the end of a project.

It works when it is designed from the start as one integrated system, where access control, video, identity and alarms inform each other and an anomaly anywhere triggers a coordinated response.

Treating the physical and the digital as separate problems is part of how the gap forms in the first place. In a modern data center they are the same problem: a propped door, a cloned badge or a rogue contractor is a cyber incident waiting to happen, and a facility that cannot correlate a door event with an access log or a camera feed will always be reacting after the fact rather than stopping an intrusion in progress.

For operators, the practical implication is simple: the physical security of an AI data center should be specified at the same moment as its power and cooling, not bolted on once the shell is up. Retrofitting protection into a live, fully-loaded facility is far harder, and far costlier, than designing it in.

The AI buildout is a genuine engineering achievement, and the energy and compute challenges are real. But the industry is optimizing hard for the risks it can measure and deferring the one it finds inconvenient. A statute lapsing in Washington should not be what decides whether the buildings holding the world's most critical compute are properly protected.

For IT infrastructure we have all agreed is critical, getting its physical protection right should be a given, not something we quietly leave to whoever is under the most deadline pressure.

We've listed the best Linux distros for servers.

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Ted Lasso season 4 review: a match-winning display from the popular Apple TV show starring Jason Sudeikis that still lets in a few own goals - Wednesday, August 5, 2026 - 03:00

Light spoilers follow for Ted Lasso season 4 episodes 1 to 4.

Ted Lasso is back — and so, too, is Apple TV’s hugely popular sports comedy-drama. Three years after the final whistle was seemingly blown on the hit show, it returns not just as a continuation of where its third season left off, but also as a narrative and character-based evolution by way of a squad rebuild.

Even with its new line-up and the multi-year gap between seasons, though, Ted Lasso season 4 is a triumphant return to winning ways for the fan-favorite series — and I say that as someone who didn't dislike its divisive third season as many others did.

Home is where the heart is

Season 4 opens with Ted having to make a big life choice (Image credit: Apple TV)

Three years have passed since Ted (Jason Sudeikis) ended his AFC Richmond journey with the men's team and returned to Kansas to spend more time with his son Henry (Grant Feely). When season 4 reunites us with the eponymous soccer coach, we learn he's given up on the game entirely and now works as the assistant manager of a local grocery store.

A surprise visit from old friends — Richmond owner Rebecca Welton (Hannah Waddingham), Director of Football Operations Leslie Higgins (Jeremy Swift), and Keeley Jones (Juno Temple), now serving as chief marketing officer for the club's new women's division — soon has Ted questioning his current lot in life, though.

Ted Lasso season 4 is a triumphant return to winning ways

The reason? They want him to manage Richmond's newly founded women's team, work the same magic that he did with their male counterparts, and establish a similar culture of excellence that'll last well past his tenure in the dugout.

Higgins, Rebecca, and Keeley didn't just travel all that way for Kansas City's famous barbeque... (Image credit: Apple TV+)

Of course, this being the latest chapter of the beloved Apple TV show, it's not a spoiler to reveal that an at-first reluctant Ted eventually accepts their offer. After all, it would be an incredibly short season if he didn't.

This season's premiere feels like a largely superfluous prologue to the main event

Nevertheless, although this is a significant, life-changing choice for Ted, episode 1 spends far too much time grappling with the proposal laid at his feet — so much so, in fact, that I worried it would derail the series' return before it had really begun.

Indeed, with the bulk of episode 1's runtime spent on exploring Ted's inner struggle before its inevitable resolution, this season's premiere feels like a largely superfluous prologue to the main event of Ted actually becoming a Richmond native once more.

Higgins, Rebecca, Keeley, and Ted take in a US women's soccer match (Image credit: Apple TV)

That's not to say this narrative set-up isn't necessary, because it's the biggest decision Ted has faced since he left Richmond in the first place. Showing him wrestle with himself over whether he should take charge of Richmond's women's team, and deal with his loved ones' not-so-subtle nudges to do so, then, is a worthy storytelling exercise.

Nonetheless, an insightful subplot where Higgins learns about the Negro Baseball Leagues and Ted's inner conflict notwithstanding, I couldn't help but feel that season 4 episode 1's story could've been condensed and avoided the extraneous plot filler that drags out his prospective homecoming.

We're not in Kansas anymore

Welcome back, coach (Image credit: Apple TV)

Once season 4 properly gets underway in its second episode, though, it's like the show has never been away, nor missed a beat. Indeed, it effortlessly slips back into the purposeful stride that underpinned its first two electrifying seasons and parts of its third — again, a season I still largely enjoyed.

Once season 4 properly gets underway... it effortlessly slips back into the purposeful stride that underpinned its first two electrifying seasons

There's a satisfying air of familiarity as Ted — and, by proxy, the audience — reunites with the pillars of the AFC Richmond community, too. Rebecca, Keeley, and Higgins aside, other well-known faces like Roy Kent (Brett Goldstein) and Coach Beard (Brendan Hunt) welcome us and Ted back in typically eccentric fashion, and further emphasize the continuity between the show's past and its latest chapter.

Roy Kent is one of the series' many fixtures who returns for its fourth season (Image credit: Apple TV)

By virtue of Ted managing Richmond Women, season 4 also represents a new era for the acclaimed series. With that comes a whole line-up of fresh faces — the first of which we're introduced to is diligent but emotionally cold soccer coach Alice Chilton (Tanya Reynolds).

It soon becomes clear that Alice is... a fascinatingly complex and likeable individual in her own right

Initially resentful of Ted for pipping her to the top job and Rebecca for not even considering a woman for said position, Alice starts out as a — and this'll sound harsher than intended — dollar store Roy Kent. Or, rather, the season 1 version of Kent, who was an antagonistic figure whose sole purpose was to rail against Ted's cheery demeanor.

Coach Beard (left) and Ted are joined on the staff roster by player-turned-coach Alice (right) (Image credit: Apple TV)

Thankfully, it soon becomes clear that Alice isn't a Kent knock-off, but a fascinatingly complex and likeable individual in her own right. She also not only comes around to respecting Ted, but also quickly embeds herself as an integral cog in a new-look, eccentric triumvirate alongside Ted and Coach Beard, as well as a fully-formed foil to this established intrepid duo.

Clearly, Ted's capacity to thaw even the iciest of exteriors has no limits, and I'm eager to see how Richmond Women's primary coaching team collectively evolves throughout season 4 amid myriad issues that'll come their way.

New team, new problems

Katy 'Boots' Quinn will become many viewers' favorite character (Image credit: Apple TV)

And fall their way, those problems most certainly do.

Jude Mack's Katy 'Boots' Quinn is easily the highlight of this season's new additions

Indeed, season 4 metes out its share of obstacles, starting with a goal-scoring crisis after Richmond Women's main strikers are ruled out for the season. Meanwhile, in a far cry from their time in charge of the men's team, Ted and Beard no longer have free rein to walk into the locker room whenever they please — an obvious boundary that becomes a recurring, comedic point of contention for all concerned. Ted also finds himself in plenty of awkward one-on-one chats with his new squad, most notably with zany, slightly unhinged goalkeeper Katy 'Boots' Quinn (Jude Mack), who's easily the highlight of this season's new additions.

Gemma, seen here after a local five-a-side game, is tapped to become Richmond Women's new striker (Image credit: Apple TV)

'Boots' is far from the only unique personality in the Richmond Women squad.

We don't get to meet the vast majority of this rambunctious rabble until episode 3 but, in its follow-up, they manage to do the impossible: make Ted lose his cool and lay down the law amid dressing room splits. Ultimately, though, they're an instantly lovable collection of characters with distinct quirks and personal problems that'll inform their individual character journeys, and I get the impression that viewers will be just as captivated by this group — and their various trials and tribulations — as they were by the men’s team.

Ted Lasso tackles its heavy real-world issues head-on

Off-the-field challenges also permeate many of season 4's early subplots, many of which give major supporting characters in Waddingham's Rebecca and Temple's Keeley a stage on which to shine.

From gender inequality and pregnancy and motherhood to systemic underfunding and the media coverage gap, Ted Lasso tackles these heavy real-world issues head-on. That's to be expected, but it's nevertheless pleasing to see the show do so with warmth, empathy, and the occasional slice of its trademark irreverent humor.

Lizzie will have to navigate playing for Richmond and being a mom in season 4 (Image credit: Apple TV)

On the whole, Ted Lasso season 4’s opening four episodes handle their secondary storylines reasonably well. However, a few subplots lean into comedy at the expense of substance and subsequently feel a little shallow due to their flippant execution.

Take episode 2, where Rebecca grapples with perceptions that she isn't much of a feminist. It's a subplot that highlights Waddingham's comedic timing and dramatic range, but falters somewhat by prioritizing quick laughs over meaningful narrative resolution, thereby coming across as unbalanced.

The other major misfire in episodes 1 to 4 is Goldstein's Kent.

His presence remains vital to the series, but he feels oddly overused in a season that has moved away from Richmond's men's team. Of more concern is how the show worryingly appears to be turning his character into a caricature of his signature gruffness. Pair that with his recycled 'will they, won't they' subplot with Keeley — an eye-rolling dance that's run its course — and Roy's evolution feels increasingly sidelined in favor of easy gags. Hopefully, a finer balance will be struck between the Kent of old and his new persona in chapters to come.

My verdict

Noteworthy flaws in Ted Lasso season 4's early episodes aside, it's great to see this wonderfully silly, optimistic, cosy comfort show back on the air.

There was understandable scepticism when Ted Lasso season 4 was officially announced, with plenty of 'cash-grab' and 'who asked for this?' murmurings in the wake of what felt like a definitive finale.

As heart-soaring returns go, though, Ted Lasso's comeback delivers a match-winning performance in its first half, rich in both laugh-out-loud moments and striking emotional notes. Keep up this kind of form, and few will argue against another trophy-laden season of television.

Ted Lasso season 4 episode 1 is out now on Apple TV. New chapters air weekly.

Why context engineering is AI’s next hiring challenge - Wednesday, August 5, 2026 - 04:05

Prompt engineering was briefly the face of the AI jobs boom.

In 2025, technology recruitment firm SPG Resourcing reported that UK job listings for AI prompt engineers had grown by 180% over the previous year.

It was an eye-catching figure that captured the mood of the first commercial wave of generative AI. Businesses were trying to understand how to talk to LLMs and turn early experiments into something useful.

That requirement has not disappeared.

With job site postings for specialist AI roles in the UK rising by 61% from last year according to PWC, it’s clear that good prompts still matter. But most of that new demand is for people who can apply AI inside a business, not just talk to a model.

Many organizations have moved past the first demo. They are now trying to build AI agents, retrieval-augmented generation (RAG) systems, and AI-enabled workflows that operate inside the business.

That creates a different skills gap.

This is the shift behind what I refer to as ‘context engineering’. Although that term is not universally used, the capability is becoming essential.

Companies that want useful AI agents and retrieval-augmented generation systems need people who can design the environment around the model, not just the prompt sent to it.

From better prompts to better context

Prompt engineering is about the instruction, while context engineering is about the world around that instruction.

A support agent does not only need a well-written prompt, it needs the right customer record, policy, product history, and permission boundary. Similarly, a developer agent needs the relevant code, tests, dependencies, and deployment constraints.

In both cases, output quality depends on context. Without it, the model is guessing from incomplete evidence. With too much of it, the system becomes noisy and difficult to govern. The job is to make context useful, current, and controlled.

That’s what makes context engineering distinct from prompt engineering.

Agents raise the stakes

The rise of AI agents makes this more urgent. A chatbot with poor context may give a weak answer, but that same poor context may result in another agent making a serious error.

Once an AI system can call tools, query business systems, maintain state, and act across several steps, context becomes an essential part of the production architecture. It decides what the agent can see, what it can do, and how much confidence the business can place in the outcome.

I’m reminded of a joke about boundary testing. A developer walks into a bar and orders a beer, then he orders five beers, then he orders 999,999,999,999 beers, then he orders -1 beer. The bartender blinks, but everything is okay. A user walks into the bar, asks where the bathroom is and the whole bar explodes.

The same principle applies to AI projects. The first prototype may work against a narrow set of examples, then become fragile when it meets real data. Customer information sits in one system, operational data in another, and important knowledge in documents and files. The agent is expected to reason across all of it, but the context layer has not been designed for that job.

A financial services team, for example, may need to connect CRM data, an existing data platform, and internal documents before an agent can answer accurately. The hard work is not only moving the data. It is shaping it so the agent can retrieve the right evidence and stay inside the right permission boundary.

The job title is still catching up

This creates an awkward hiring moment. The need for context engineering is becoming clearer, but the job title is still unsettled.

Some organizations may seek to specifically hire ‘context engineers’, but many will not. The capability is more likely to appear inside roles such as AI engineer, agent engineer, AI platform engineer, applied AI engineer, or data engineer. In other businesses, it will be a team responsibility shared across data, platform, security, and software engineering.

Leaders therefore need to hire for the work, not the label. A candidate does not need to have ‘context engineer’ on their CV to be useful. The better signal is whether they understand how data moves through systems, how permissions are enforced, and how a prototype becomes something reliable enough for production.

This also means the talent pool is wider than many companies assume. Machine learning expertise is valuable, but context engineering draws heavily on existing engineering disciplines. Data engineers understand pipelines and retrieval.

Platform engineers understand operational resilience. Security teams understand access control and auditability. Software engineers understand how to turn messy requirements into maintainable systems.

The best candidates may look like full-stack AI engineers. They do not need to be specialists in every model, database, or framework, but do need enough range to connect the model layer with the business systems around it.

The Kubernetes lesson and what leaders should do now

The shift has a parallel with the move to cloud-native architecture and Kubernetes. Many companies treated Kubernetes as something to install, then discovered that the harder work was changing how teams built and ran software.

AI creates a similar risk. Companies can buy tools and hire a handful of specialists, but still fail to change the engineering habits around them. Context engineering requires teams to think differently about everything from documentation, and data ownership, to access, testing, and accountability.

It also changes the culture of software development. Engineers are already using AI to write, review, and iterate code. That can improve productivity, but it does not remove responsibility. In areas where performance, reliability, or security matter, human judgement becomes even more important.

CTOs and CIOs should not wait for context engineering to become a mature hiring category. They should start identifying the capability now.

The first step is to examine where AI projects are failing. Is the model genuinely weak, or is the system retrieving poor context? Are permissions clear? Can the team explain why the agent produced a particular answer?

The second step is to build cross-functional teams. AI cannot sit apart from data, platform, security, and product. In many cases, the best approach will be to upskill existing engineers who already understand the organization's systems.

The final step is cultural. Engineers need to become fluent in AI-assisted development while staying accountable for the systems they ship. Leaders need to make room for experimentation, but they also need clear standards for review, evaluation, and governance.

The model is not enough

AI hiring is changing because AI itself is moving into production. Models will continue to improve, and businesses will have many ways to access them. The harder advantage will come from knowing how to connect those models to the right business context.

Companies that understand this will build agents and RAG systems that are more useful, safer, and easier to govern. Companies that ignore it will keep blaming the model when the real weakness is the environment it has to work in.

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