For years, open source databases have been described as either traditional relational systems or newer NoSQL alternatives.
The emergence of DocumentDB, first introduced by Microsoft and now adopted under the Linux Foundation, is blurring that divide.
By combining PostgreSQL with document-oriented storage through extensions, DocumentDB positions itself as both familiar to developers and disruptive to existing NoSQL players.
From PostgreSQL extensions to a full projectIts adoption under the permissive MIT license signals a push for wider community participation.
"It's great that Microsoft, AWS, and others are joining forces to work on DocumentDB, an open source implementation of a MongoDB-compatible API on top of PostgreSQL,” said Bruce Momjian, founding member of the PostgreSQL core development team.
"We built DocumentDB with a simple goal: give developers an open document database with the flexibility of NoSQL and the power, reliability, openness, and ecosystem of Postgres," said Kirill Gavrylyuk, vice president at Microsoft.
DocumentDB began in 2024 as a pair of PostgreSQL add-ons for handling BSON data models and document queries.
Within a year, the project expanded into a standalone database that still depends heavily on PostgreSQL’s reliability and ecosystem.
This dual identity, part relational engine and part document store, makes DocumentDB attractive for developers seeking a common interface.
Yet skeptics point out that layering document features onto PostgreSQL does not erase the structural limitations of relational systems.
The move to bring DocumentDB into the Linux Foundation has attracted support from Amazon Web Services, Google, and others.
Their endorsement signals a rare moment of alignment among major cloud vendors, particularly given the licensing disputes that fractured the database world in recent years.
"AWS is excited to contribute to the open source DocumentDB project, now stewarded by the Linux Foundation," said Adam Abrevaya, director, Amazon DocumentDB.
"It is great to see the DocumentDB project joining the Linux Foundation, which assures customers and the community have an openly governed, open source option available to them," said Sailesh Krishnamurthy, vice president of engineering, Google Cloud.
Still, critics recall that vendor neutrality has often been more symbolic than practical.
A project backed by hyperscalers can easily become shaped by their priorities, leaving smaller contributors to wonder how much influence community governance will genuinely hold.
The adoption of DocumentDB can also be seen as a response to MongoDB’s decision to embrace restrictive licensing models.
By offering a permissive alternative, the Linux Foundation hopes to push toward a more interoperable standard for document databases.
Industry veterans argue that such a standard is long overdue, but the timing is contentious.
However, MongoDB continues to dominate the market, and its defenders insist that bolting document capabilities onto PostgreSQL is no substitute for a native design.
"DocumentDB fills a critical gap in the document database ecosystem, attracting contributors, users, and champions. It provides an open standard for document-based applications," said Jim Zemlin, executive director of the Linux Foundation.
For developers working on Linux distros or configuring laptops for programming, DocumentDB may appear as another tool promising simplicity and openness.
Enterprises considering mobile workstations or SaaS integrations may also see appeal in a standardized, Postgres-based NoSQL option.
Yet the reality is less straightforward because success depends on technical merit and the community's resistance to tilting toward the largest vendors.
You might also likeMicrosoft has revealed more on the custom-built security chip it deploys across every Azure server, aiming to counter what it calls a cybercrime “pandemic” now costing $10 trillion annually.
The Azure Integrated HSM, which was first announced in late 2024, is the centerpiece of a wider security architecture the company outlined at the recent Hot Chips 2025 event.
A slide Microsoft showed there claims the global cost of cybercrime is currently $10.2 trillion - meaning it now ranks as the equivalent of the third-largest economy in the world.
(Image credit: Microsoft)Azure security measuresThe trillion-dollar estimate places cybercrime behind the United States and China, but ahead of Germany and Japan, and also far bigger than the entire AI market.
Microsoft said the scale of the threat requires both architectural and operational changes.
As ServeTheHome reports, the company listed a number of statistics at the event, including that Azure already spans more than 70 regions and 400 data centers, supported by 275,000 miles of fiber and 190 network points of presence, along with employing 34,000 engineers dedicated to security.
To take on the cybersecurity problem at a hardware level, Microsoft moved from a centralized hardware security module model to its own Azure Integrated HSM.
The custom ASIC is designed to meet FIPS 140-3 Level 3 requirements, providing tamper resistance and local key protection within servers.
By embedding the chip in each system, cryptographic functions no longer need to pass through a centralized cluster, reducing latency while enabling tasks such as AES, PKE and intrusion detection locally.
ServeTheHome noted building an in-house chip required trade-offs. Instead of scaling hardware security modules at a cluster level, Microsoft had to size them for individual servers.
The result, the company argued, was a balance between performance, efficiency and resilience.
The tech giant also presented its “Secure by Design” architecture at Hot Chips, part of its Secure Future Initiative.
This includes Azure Boost, which offloads control plane services to a dedicated controller and isolates them from customer workloads, and the Datacenter Secure Control Module, which integrates Hydra BMC, and enforces a silicon root of trust on management interfaces.
Confidential computing, backed by trusted execution environments, extends protection to workloads in multi-tenant environments.
Caliptra 2.0, developed in collaboration with AMD, Google and Nvidia, anchors security in silicon and now incorporates post-quantum cryptography through the Adams Bridge project.
(Image credit: Microsoft)You might also likeSouth Korea’s FADU has announced it has signed deals to supply its next-generation SSD controllers to two of the world’s largest cloud service operators.
The Korea Herald reports at a press conference in Seoul marking the company’s 10th anniversary, CEO Lee Ji-hyo revealed the news, saying, “We have been confirmed for mass production supply for two of the four global hyperscalers."
"We are also in talks with another hyperscaler, and we expect to finalize that deal by the end of this year," he added, "within two to three years, we are confident we will be supplying to all four major companies.”
Sierra controllerThe four hyperscalers in question are of course AWS, Google, Microsoft and Meta - and while FADU has not said which two of these are under contract, Meta is widely viewed as a strong candidate to be one of them after appearing alongside the company at the recent Future of Memory and Storage 2025 conference.
At that event, FADU unveiled its PCIe 6.0 controller, codenamed Sierra, which supports capacities up to 512TB and sequential speeds of 28GB/s.
The product delivers random read performance of 6.9 million IOPS while operating under 9W.
ChosunBiz reported at the time that Meta engineer Ross Stenfort shared the keynote stage with Lee as FADU introduced the controller and detailed new energy monitoring features developed with industry partners to reduce costs in large-scale data centers.
Lee took the opportunity during the keynote to also underline the company’s long-term vision.
“Since our establishment in 2015, FADU has dedicated the past 10 years to technology development, striving to create the fastest and most innovative SSD controllers in the world targeting the global market, and we have validated our technological prowess with global clients,” he said.
“We will lead the storage market with SSDs that offer greater capacity, faster performance, and higher efficiency as demanded by the AI era.”
FADU shipped its Gen5 controller in late 2024 and expects its Gen6 line to launch in 2026.
You might also likeImagine getting a frantic call from your best friend. Their voice is shaky as they tell you they’ve been in an accident and urgently need money. You recognize the voice instantly; after all, you’ve known them for years. But what if that voice isn’t actually real?
In 2025, scammers are increasingly using AI to clone voices, mimic faces, and impersonate people you trust the most.
The rise in this type of scam has been staggering. According to Moonlock, AI scams have surged by 148% this year, with criminals using advanced tools that make their deception near-impossible to detect.
So how can you stay safe from this growing sci-fi threat? Here's everything you need to know, including what cybersecurity experts are recommending.
What are AI impersonation scams?AI impersonation scams are a fast-growing form of fraud where criminals use artificial intelligence to mimic a person’s voice, face, or typing style with alarming accuracy.
These scams often rely on voice cloning, which is a technology that can recreate someone’s speech patterns with just a few seconds of recorded audio.
The samples aren’t hard to find; you can often spot them in voicemails, interviews, or social media videos. According to Montclair State University, even short clips from a podcast or online class can be enough to build a convincing AI impersonation of someone’s voice.
Some scams take this even further, using deepfake video to simulate live calls. For instance, Forbes reports that scammers have impersonated company executives in video meetings, convincing staff to authorize large wire transfers.
(Image credit: Getty Images / Tero Vesalainen)Experts say the rapid growth of AI impersonation scams in 2025 comes down to three factors: better technology, lower costs, and wider accessibility.
With these digital forgeries at their side, attackers assume the identity of someone you trust, such as a family member, a boss, or even a government official. They then request valuable, confidential information, or skip the extra step and ask for urgent payments.
These impersonated voices can be very convincing, and this makes them particularly nefarious. As the US Senate Judiciary Committee recently warned, even trained professionals can be tricked.
Who is affected by AI impersonation scams?AI impersonation scams can happen across phone calls, video calls, messaging apps, and emails, often catching victims off guard in the middle of their daily routines. Criminals use voice cloning to make so-called "vishing" calls, which are phone scams that sound like a trusted person.
The FBI recently warned about AI-generated calls pretending to be US politicians, including Senator Marco Rubio, to spread misinformation and solicit a public reaction.
On the corporate side of "vishing," cybercriminals have staged deepfake video meetings posing as company executives. In a 2024 case threat actors posed as the CFO of UK-based engineering company Arup, and tricked its employees into authorizing transfers totaling a whopping $25 million.
These attacks generally scrape pictures and videos from LinkedIn, corporate websites, and social media in order to craft a convincing impersonation.
AI impersonation is getting more sophisticated, too – and fast. The email provider Paubox found that nearly 48% of AI-generated phishing attempts, including voice and video clones, successfully sidestep detection by current email and call security systems.
How to stay safe from AI impersonation scamsExperts say that AI impersonation scams succeed because they create a false sense of urgency in their victims. Criminals exploit your instinct to trust familiar voices or faces.
The most important defense is to simply slow down; take your time to confirm their identity before you act. The Take9 initiative says that simply pausing for nine seconds can go a long way toward staying safe.
If you receive a suspicious call or video from someone you know, hang up and call them back on the number you already have. As cybersecurity analyst Ashwin Raghu told Business Insider, scammers count on people reacting in the moment, and calling back eliminates that urgency.
It’s also important to watch for subtle red flags. Deepfake videos can have a few tells, such as unnatural mouth movements, flickering backgrounds, or eye contact that feels a little 'off'. Similarly, AI-generated voices can have unusual pauses or inconsistent background noise, even if they sound convincing at first.
Adding extra layers of security can help, too. Multi-factor authentication (MFA) makes it harder for scammers to get into your accounts even if they successfully steal your credentials.
Cybersecurity expert Jacqueline Jayne told The Australian that your best bet is to pair direct verification with some form of MFA — particularly during periods of high scam activity, such as during tax season.
AI offers a ton of mind-boggling capabilities, but it also gives scammers powerful new ways to deceive. By staying vigilant, verifying suspicious requests, and talking openly about these threats, you can reduce the risk of being caught off guard — no matter how real the deepfake may seem.
You might also likeA British startup claims to have found the perfect solution to many sleeping woes. Whether you struggle with insomnia or need a little white noise to fall asleep, these new earbuds could potentially help.
SomniBuds are flat and small streaming earbuds that are made to be used while sleeping. Thanks to their unusual shape, they're apparently optimized for every sleeping position. And although they're completely wireless, SomniBuds also claims that you'll never have to go out of your way to recharge them.
So are these sleep buds a strong new alternative to the likes of the Loop Dream, and how do they work? Here's everything we know so far.
What are SomniBuds, and how do they work?SomniBuds are streaming earbuds for sleeping, made by UK startup Somni. They're not the only sleeping earbuds or earplugs out there – alternatives, such as the Bose Sleepbuds II, have been around a while, alongside newer contenders like the aforementioned Loop Dream. However, Somni claims that its new buds have a few things that the competition doesn't offer.
The biggest standout feature is the fact that these earbuds don't have a battery. They're also wireless, which might make for a confusing combination. How can battery-free hardware be wireless and yet never need to be recharged?
(Image credit: Somni)Admittedly, the technical details are still pretty scarce here, but Somni claims that you won't need to use a charging case or a similar device. Instead, you'll place the SomniMat, which is a charging mat made specifically for these earbuds, under your pillow or your mattress. While you sleep, the earphones will wirelessly connect to the charging mat, enabling them to run all night long.
On paper, this sounds fantastic. However, it's unclear just how reliable the connection between the mat and the earbuds will be. Will this charging style work in every sleeping position? What if you roll over to the other side of the bed? Those are some of the things we're looking forward to exploring during some in-person listening, but the signs from our friends at Shortlist(who have been trying out a pair) are very promising.
SomniBuds are 3mm thin and have a flat, unobtrusive design that looks like it'd be comfortable to sleep in – well, at least as comfortable as sleeping with something in your ears can ever be. The startup claims that the earphones are a quarter of the size of traditional Bluetooth sleepbuds.
SomniBuds won't require an app to use and can be paired with any kind of audio, including Spotify, podcasts, movies, and white noise apps.
How can you try SomniBuds?So, how can you actually try these out? This is where more questions start cropping up. The earbuds are not yet available for sale, but we do know a few things about what's in store for them this year.
Somni promises that the SomniBuds will be available through Kickstarter in "late summer", so we can't have too long to wait now.
However, if you're really excited about these, you can pay $1 to get a 33% discount that you can use when they do come out. You just need to reserve a spot, although Somni says that only 300 early backers will be allowed to sign up.
(Image credit: Somni)The SomniBuds (presumably complete with the charging mat) will be priced at $229 / £224 (around AU$465) without the discount, and $199 / £149 (about AU$310) with the 33% off deal. Early backers will also receive a bonus pair of earbuds.
As with any Kickstarter or crowdfunded project, all of the usual caveats apply and it's important to be cautious. We have no guarantee that these earbuds will make it to market at all, and it's unclear when they'll be fully available for sale.
However, if you're struggling for shuteye and are looking for some earbuds that are designed specifically for sleep, they could be a new contender to watch out for –particularly if those charging-free claims hold up during real-world use.
You might also likeWe haven't heard too much about the successor to the OnePlus 13 so far, but a fresh batch of leaks gives us a good idea of what's on the inside and on the outside of the OnePlus 15 (the number 14 is being skipped, due to its associations with bad luck in China).
First up, the team at Android Headlines has pulled together some interesting information about OnePlus 15 benchmark scores that have appeared online. The scores indicate that the phone will be powered by the Qualcomm Snapdragon 8 Elite 2 chipset.
The scores themselves are actually pretty low, but at this stage in the phone's development, it's not worth paying much attention to them – they're unlikely to match the real world performance levels of the handset once it sees the light of day.
It also looks as though the OnePlus 15 is going to come with 16GB of RAM, or at least the option of 16GB of RAM, based on this benchmark listing. The OnePlus 13 is available with 12GB, 16GB, or 24GB of RAM, though that last option isn't available in many places.
Renders and colorsOnePlus 15 storage & color options, as per DCS- 12GB+256GB, 12GB+512GB, 16GB+256GB, 16GB+512GB, and 16GB+1TB- Black, Purple, and Titanium color options pic.twitter.com/Do9n9Uhaw9August 29, 2025
We've also seen some unofficial renders from tipster @Sudhanshu1414 (via Notebookcheck), though as always nothing is certain about these leaks – not until OnePlus actually gets around to launching the flagship phone.
There are three colors on show here, which are black, silver, and a dark purple. The outer camera module is a square, rather than a circle as it is on the OnePlus 13 – and it looks like there are three rear cameras here again, matching the current model.
Interestingly, an executive from OnePlus parent company Oppo has gone on record as saying that the design of the OnePlus 15 is one of his favorites in recent years, although there doesn't look anything too out of the ordinary.
The standard OnePlus 13 was launched in China at the start of November 2024, before becoming more widely available in January 2025, and it's likely that the successor is going to follow a similar sort of schedule but 12 months further on.
You might also likeWhen Apple launched the Studio Display in March 2022, it seemed that its purpose was to be an advanced monitor for creative pros who didn’t want to shell out for the $4,999 Pro Display XDR. Since then, though, it’s been over three years without a single update, leaving it suspended in an uncomfortable limbo.
When we initially reviewed the Apple Studio Display, we thought it was good but not great, with a few glaring omissions and frustrating oversights marring its final score. It’s fallen further behind in the years since, and with rival monitors offering OLED panels and higher refresh rates for lower prices, the Studio Display is in a tough spot.
Fortunately, there are rumors that Apple is working on several new monitors, one of which is likely to be a new Studio Display. Rumors have suggested it could arrive in 2026 with a mini-LED panel, making it four years between hardware updates.
And while that mini-LED screen would be a serious upgrade over the LCD panel in the current Studio Display, there’s one thing that I’d love to see above all else in the new model: a higher refresh rate. This isn’t just about gaming, although that’s part of it – this upgrade would benefit a wide range of users and scenarios, making it a change that could finally bring the Studio Display right up to date.
Gains for gamers(Image credit: Future)Let’s start with the elephant in the room, the aspect that, on the surface, perhaps makes the least sense: gaming. The Studio Display is not a gaming monitor, and Apple never claimed it was in the first place. The clue is in the name, after all: Studio Display. It’s meant for designers, photographers, and videographers – creatives, in other words, not gamers.
But in the years since the Studio Display’s 2022 launch, Apple’s gaming prowess has gone from strength to strength. We can no longer scoff when someone suggests that a MacBook is a gaming machine – it’s genuinely true. Apple has also demonstrated more of a commitment to gaming on Mac, with a new Metal dev toolkit and triple-A games featuring more frequently in Mac event presentations.
That’s mostly thanks to Apple’s in-house chips, with the latest editions offering bona fide gaming performance. Throw in frame generation, and even the most demanding games can run at high resolution and high frame rates on a Mac.
Yet right now, the Studio Display is singularly unsuited to take advantage of that. That’s because it’s limited to a measly 60Hz refresh rate, which Apple chips can go blast past these days. Pair up a Studio Display and a powerful Mac, and it’s the screen that will let you down, not the chip – and who thought we’d be saying that a few years ago?
Increasing the Studio Display’s refresh rate – ideally to the 120Hz of the latest MacBook Pros and iPhones – would significantly improve the gaming experience for Apple users. After all, Apple has already added this smooth refresh rate tech to other Macs. Why not the Studio Display?
Creative license(Image credit: Apple)A higher refresh rate wouldn’t just be good for gamers – creatives would feel the benefits too. Despite the recent advances in gaming performance, Apple’s products are still primarily aimed at designers, artists, and other creatives. Upping the refresh rate could therefore bring noticeable benefits to a significant chunk of Apple’s target audience.
For example, what if you’re editing high-refresh-rate video footage on a Studio Display? Right now, you’re limited to playing it back at 60 frames per second on your monitor, which could be well below what your video is set to. That’s an obvious flaw that is likely to prompt creatives to look for alternatives. The same applies to many professionals working in game design; if you need to verify the performance of a test build, you can't be limited by your monitor's refresh rate.
Unlike gaming, this is a problem for the Studio Display’s core audience, which highlights the importance of fixing this issue. There’s no way that Apple can pitch the Studio Display as a great solution for creatives if it can’t serve them on such a basic level. Considering its $1,599 price tag, that’s a major problem.
It’s time for change(Image credit: Apple)Whether it’s a core use case like creative work or an incidental one such as gaming, upping the Studio Display’s refresh rate would improve life for a large swathe of Apple’s users.
With the company aiming to appeal more strongly to gamers, the good news for Apple is that both creatives and gamers can benefit from smoother on-screen motion. That means it can effectively kill two birds with one stone by improving this aspect of the Studio Display.
As I mentioned earlier, current rumors suggest that Apple is looking to add mini-LED tech into the Studio Display’s monitor, but there’s no word yet on whether the refresh rate will change. We can only hope that this, too, is coming, given how much of a difference it could make – and how much it’s really needed in Apple’s monitor.
Apple already has the technology in place to make this a reality, and you can get it today in the MacBook Pro and pro-level iPhones. Now, the company just needs to bring it to the Studio Display. If it does, Apple’s device could become one of the best monitors around, for both creatives and, perhaps, gamers.
You might also likeA 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 Sunday's puzzle instead then click here: Quordle hints and answers for Sunday, August 31 (game #1315).
Quordle was one of the original Wordle alternatives and is still going strong now more than 1,100 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 #1316) - 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 #1316) - hint #2 - repeated lettersDo any of today's Quordle answers contain repeated letters?• The number of Quordle answers containing a repeated letter today is 0.
Quordle today (game #1316) - 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 #1316) - 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 #1316) - hint #5 - starting letters (2)What letters do today's Quordle answers start with?• R
• B
• S
• S
Right, the answers are below, so DO NOT SCROLL ANY FURTHER IF YOU DON'T WANT TO SEE THEM.
Quordle today (game #1316) - the answers(Image credit: Merriam-Webster)The answers to today's Quordle, game #1316, are…
After crashing out yesterday I was delighted to just finish today's Quordle unscathed.
Three-letter-combinations were the key to my success, with I-D-E leading to BRIDE and O-I-L leading to SPOIL. My only lucky guess was for SMACK which, at that stage, could have been “scamp”.
Daily Sequence today (game #1316) - the answers(Image credit: Merriam-Webster)The answers to today's Quordle Daily Sequence, game #1316, are…
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 Sunday's puzzle instead then click here: NYT Connections hints and answers for Sunday, August 31 (game #812).
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 #813) - today's words(Image credit: New York Times)Today's NYT Connections words are…
What are some clues for today's NYT Connections groups?
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 #813) - hint #2 - group answersWhat are the answers for today's NYT Connections groups?
Right, the answers are below, so DO NOT SCROLL ANY FURTHER IF YOU DON'T WANT TO SEE THEM.
NYT Connections today (game #813) - the answers(Image credit: New York Times)The answers to today's Connections, game #813, are…
Congratulations to anyone who completed today’s Connections. A round for me which bordered on the impossible.
In part, my difficulty with today’s game fell down to two areas of ignorance – American sports and poetry. I’m sure I wasn’t the only person who thought we were looking for a connection to the New Zealand singer LORDE as opposed to the poet Audre Lorde. But this wasn’t too much of an issue, as I was unaware of BISHOP and POPE too.
After comfortably getting the yellow group I struggled to make headway and fell into the obvious trap of trying to put together a group connected by religion and then leadership.
I did manage to put together ONES CELEBRATED WITH HOLIDAYS, but with one mistake left and completely clueless I crashed out after letting a shuffle do the guessing for me.
Yesterday's NYT Connections answers (Sunday, August 31, game #812)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.
A new NYT Strands 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 Sunday's puzzle instead then click here: NYT Strands hints and answers for Sunday, August 31 (game #546).
Strands is the NYT's latest word game after the likes of Wordle, Spelling Bee and Connections – and it's great fun. It can be difficult, though, so read on for my Strands hints.
Want more word-based fun? Then check out my NYT Connections today and Quordle today pages for hints and answers for those games, and Marc's Wordle today page for the original viral word game.
SPOILER WARNING: Information about NYT Strands today is below, so don't read on if you don't want to know the answers.
NYT Strands today (game #547) - hint #1 - today's themeWhat is the theme of today's NYT Strands?• Today's NYT Strands theme is… Be my guest
NYT Strands today (game #547) - hint #2 - clue wordsPlay any of these words to unlock the in-game hints system.
• Spangram has 11 letters
NYT Strands today (game #547) - hint #4 - spangram positionWhat are two sides of the board that today's spangram touches?First side: left, 5th row
Last side: right, 5th row
Right, the answers are below, so DO NOT SCROLL ANY FURTHER IF YOU DON'T WANT TO SEE THEM.
NYT Strands today (game #547) - the answers(Image credit: New York Times)The answers to today's Strands, game #547, are…
The theme automatically triggered thoughts of Angela Lansbury and company singing “Be our guest, be our guest/Put our service to the test” from Beauty and the Beast.
Although today’s Strands wasn’t about pressed napkins, or dancing teacups, it was in a similar area.
My first two words – GREET and SERVICE – were easy to find, but everything else was quite tricky, including the arching spangram HOSPITALITY. And despite it being my final word it still took me a while to put together RECEIVE.
Yesterday's NYT Strands answers (Sunday, August 31, game #546)Strands is the NYT's not-so-new-any-more word game, following Wordle and Connections. It's now a fully fledged member of the NYT's games stable that has been running for a year and which can be played on the NYT Games site on desktop or mobile.
I've got a full guide to how to play NYT Strands, complete with tips for solving it, so check that out if you're struggling to beat it each day.
As AI tools become more integrated into daily work, the security risks attached to them are also evolving in new directions.
Researchers at Trail of Bits have demonstrated a method where malicious prompts are hidden inside images and then revealed during processing by large language models.
The technique takes advantage of how AI platforms downscale images for efficiency, exposing patterns that are invisible in their original form but legible to the algorithm once resized.
Hidden instructions in downscaled imagesThe idea builds on a 2020 paper from TU Braunschweig in Germany, which suggested that image scaling could be used as an attack surface for machine learning.
Trail of Bits showed how crafted images could manipulate systems, including Gemini CLI, Vertex AI Studio, Google Assistant on Android, and Gemini’s web interface.
In one case, Google Calendar data was siphoned to an external email address without user approval, highlighting the real-world potential of the threat.
The attack leverages interpolation methods like nearest neighbor, bilinear, or bicubic resampling.
When an image is intentionally prepared, downscaling introduces aliasing artifacts that reveal concealed text.
In a demonstration, dark areas shifted during bicubic resampling to display hidden black text, which the LLM then interpreted as user input.
From the user’s perspective, nothing unusual appears to happen. Yet behind the scenes, the model follows the embedded instructions along with legitimate prompts.
To illustrate the risk, Trail of Bits created “Anamorpher,” an open-source tool that generates such images for different scaling methods.
This shows that while the approach is specialized, it could be repeated by others if defenses are lacking.
The attack raises questions about trust in multimodal AI systems because many platforms now rely on them for routine work, and a simple image upload could potentially trigger unintended data access.
The danger of identity theft arises if private or sensitive information is exfiltrated in this way.
Because these models often link with calendars, communications platforms, or workflow tools, the risk extends into broader contexts.
To mitigate this, users need to restrict input dimensions, preview downscaled results, and require explicit confirmation for sensitive tool calls.
Traditional defenses like firewalls are not built to identify this form of manipulation, leaving a gap that attackers may eventually exploit.
The researchers stress that only layered security suites and stronger design patterns can reliably limit such risks.
“The strongest defense, however, is to implement secure design patterns and systematic defenses that mitigate impactful prompt injection beyond multimodal prompt injection,” the researchers said.
You might also likeWhen large language models began attracting global attention in late 2022, KPMG’s digital leaders immediately recognized potential benefits but also major risks.
Chief digital officer John Munnelly admitted that first experiments with ChatGPT produced “really scary” results, including the discovery of sensitive financial data sitting unsecured on internal servers.
That incident caused the firm to suspend experiments, restrict access to public AI tools, and reassess the dangers that uncontrolled deployment might introduce.
Building a private AI platformKPMG subsequently began constructing a closed environment for AI work, supported by software licenses that allowed access to OpenAI and Microsoft systems.
This move gave the consultancy a chance to design applications within safer boundaries, eventually leading to a platform called KPMG Workbench.
The system combined retrieval-augmented generation, multiple LLM options, and agent hosting capabilities.
Rather than depending on a single vendor, the firm deliberately spread usage across OpenAI, Google, Microsoft, Anthropic, and Meta.
Throughout 2023, extensive effort was devoted to training employees on how to write prompts effectively and interact with AI writer systems.
By 2024, the Australian arm of KPMG initiated projects to build specialized agents. Among them was the so-called TaxBot, a tool designed to prepare tax advice.
Munnelly explained that development began by gathering partner-written advice that had been “stored all over the place,” often scattered on laptops.
That information, combined with Australia’s tax code, was placed into a RAG model to produce automated drafts. TaxBot, however, was not trivial to construct.
According to Munnelly, its creation required a 100-page prompt, drafted over months by a dedicated team, and ultimately fed into Workbench.
The result is a system that requests several inputs, seeks guidance from human experts, and then generates a 25-page document for client review.
Munnelly claimed the agent now performs tasks that once took two weeks in a single day, a change he described as “very efficient.”
He suggested that quick turnaround is particularly important for clients engaged in time-sensitive deals such as mergers.
Yet he also emphasized that only licensed tax agents are permitted to operate the tool, acknowledging that output without professional oversight is not suitable for general users.
Beyond efficiency, KPMG argues that the introduction of agents has boosted staff satisfaction, since repetitive tasks can be avoided.
Additionally, some clients have expressed interest in acquiring similar agents, generating revenue streams KPMG did not originally anticipate. Nevertheless, the firm concedes that measuring precise benefits remains difficult.
Via The Register
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