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Sony might be looking to end WH-1000XM4 vs XM5 vs XM6 confusion with new ‘1000X The Collexion’ headphones – but it could just make things worse - Wednesday, August 6, 2025 - 10:00
  • Sony has trademarked the name '1000X THE COLLEXION'
  • The trademark was filed end of June, in both Japan and Canada
  • The listing also notes 'portable audio players; radios; loudspeakers; amplifiers'

Sony has filed a trademark for the name '1000X The Collexion', and if the company thinks I’m buying ‘Collexion 1000X’ headphones after all these years, it can think again.

Why? First, because after years of getting our heads around the seemingly random selection of numbers and letters that comprise Sony's flagship 1000X range (over-ears start with a 'WH-' and end with 'M4, M5 or M6'; earbuds start with 'WF-' and end in the same way, except we're only up to 'M5' there) I think we've all finally cracked it. And we don't want you to simplify the naming of the best Sony headphones now, thank you very much.

What was my second reason? I find it impossible to say the word 'Collexion' without affecting a problematic French accent like something from the well-known and very much of its time 1980s British comedy 'Allo 'Allo! – and if you need a third, the non-word 'Collexion' also reminds me of young persons' advice centers called Connexions in the UK (although admittedly these closed in 2012).

But Sony's gone and done it. As of late June, in both Canada and Japan, the trademark name '1000X The Collexion' officially exists for Sony. And despite any nagging inkling that this was a brainstorming session everyone should have slept on before making any big decisions, we all know about it now, thanks to The Walkman Blog.

I shouldn't make this just about Sony. No, there are plenty of headphones and earbuds monikers out there that make me feel as if I'm writing out a WiFi password every time I name-check them – see the Technics EAH-AZ100, the Denon AH-C840NCW, the Panasonic RP-TCM225 and the Audio-Technica ATH-SQ1TW (all earbuds) for starters – why yes, your migraine will be with you presently. Now, imagine discussing which products should go into our respective earbuds buying guides, and welcome to my life…

(Image credit: Future)1000X the Collexion: it's not just earbuds and headphones

Is Sony perhaps just seeking to avoid WH-1000XM4 versus WH-1000XM5 versus WH-1000XM6 confusion here? It's a valid point – although do check out our explainer on the three models too – since the newest XM6 still can't seem to topple the twice-superseded XM4s off their perch as our recommended buy for most people.

Or maybe the Sony WF-1000XM5 have been ordered one too many times in error, by buyers looking for over-ears who ultimately received in-ears? Possibly, but there's more going on here.

The published description for Sony's 1000X The Collection includes a list of products that might become part of it. The listing reads: "Headphones; earphones; portable audio players; radios; loudspeakers; amplifiers; television receivers; telecommunication machines and apparatus".

The keen-eyed will note the inclusion of portable audio players there – and here's an idea I can get behind. The original Sony Walkman arrived the same year I did (I'm not telling you the precise year), and it holds a special place in my heart. A 1000X Walkman may well work for me.

Cast your minds back to Sony's April 2024 release ULT range (billed as the bass-response option), including the ULT Wear headphones, several ULT Field Bluetooth speakers, and an ULT Tower bigger speaker beast. Those names were all trademarked ahead of the ULT brand release, so it's highly possible a full lineup of audio products is in the cards.

Of course, Sony might (just might) be planning some sort of special edition boxed set of 1000X The Collexion headphones and/or earbuds, as it seeks to finally consign the five-year-old WH-1000XM4 to the big gig in the sky – because the excellent WF-1000XM4 have already gone that way. Probably not, but it's not impossible.

As always, when we know more, so shall you.

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NYT Strands hints and answers for Thursday, August 7 (game #522) - Wednesday, August 6, 2025 - 10:00
Looking for a different day?

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 Wednesday's puzzle instead then click here: NYT Strands hints and answers for Wednesday, August 6 (game #521).

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 #522) - hint #1 - today's themeWhat is the theme of today's NYT Strands?

Today's NYT Strands theme is… Rock solid

NYT Strands today (game #522) - hint #2 - clue words

Play any of these words to unlock the in-game hints system.

  • READ
  • DOVE
  • DRIVE
  • WAIN
  • TRAINS
  • SING
NYT Strands today (game #522) - hint #3 - spangram lettersHow many letters are in today's spangram?

Spangram has 8 letters

NYT Strands today (game #522) - hint #4 - spangram positionWhat are two sides of the board that today's spangram touches?

First side: left, 4th row

Last side: right, 6th row

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

NYT Strands today (game #522) - the answers

(Image credit: New York Times)

The answers to today's Strands, game #522, are…

  • STEADY
  • SOUND
  • DEVOTED
  • FIRM
  • CONSTANT
  • UNWAVERING
  • SPANGRAM: HOLD FAST
  • My rating: Easy
  • My score: Perfect

An appropriately “rock solid” search today, with little to test newcomers or experienced Strands players.

The only word I struggled to see as I roared through the search was UNWAVERING, which I left until last.

The spangram HOLD FAST did of course make me think of Hodor in Game of Thrones, whose name derived from his predetermined ability to hold a door. Now there was someone DEVOTED to a cause.

Yesterday's NYT Strands answers (Wednesday, August 6, game #521)
  • GUITAR
  • BOOK
  • SUNFLOWERS
  • FRUIT
  • JEWELRY
  • PITCHER
  • SPANGRAM: STILL LIFE
What is NYT Strands?

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.

NYT Connections hints and answers for Thursday, August 7 (game #788) - Wednesday, August 6, 2025 - 10:00
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 Wednesday's puzzle instead then click here: NYT Connections hints and answers for Wednesday, August 6 (game #787).

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 #788) - today's words

(Image credit: New York Times)

Today's NYT Connections words are…

  • BORE
  • BORG
  • POKE
  • DEVIL
  • SCROLL
  • VULCAN
  • DRAG
  • KING
  • ELF
  • PUNCH
  • BATMAN
  • SINNER
  • GRAF
  • CLICK
  • PIERCE
  • HOVER
NYT Connections today (game #788) - hint #1 - group hints

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

  • YELLOW: Computer activity
  • GREEN: Make some holes 
  • BLUE: A body part in common
  • PURPLE: Grand Slam champs

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 #788) - hint #2 - group answers

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

  • YELLOW: MOUSE ACTIONS 
  • GREEN: PERFORATE 
  • BLUE: ONES WITH POINTY EARS
  • PURPLE: WIMBLEDON WINNERS

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

NYT Connections today (game #788) - the answers

(Image credit: New York Times)

The answers to today's Connections, game #788, are…

  • YELLOW: MOUSE ACTIONS CLICK, DRAG, HOVER, SCROLL
  • GREEN: PERFORATE BORE, PIERCE, POKE, PUNCH
  • BLUE: ONES WITH POINTY EARS BATMAN, DEVIL, ELF, VULCAN
  • PURPLE: WIMBLEDON WINNERS BORG, GRAF, KING, SINNER
  • My rating: Hard
  • My score: 1 mistake

Yesterday I was excited at the prospect of getting all four groups in difficulty order for the third day in a row. Sadly, I failed in my mission.

After getting the yellow and green groups fairly quickly I was left with 16 words and only one idea of what the connection could be – Star Trek.

Showing my utter lack of knowledge on this topic, I thought that we were looking for species that featured in the long-running franchise, but knowing only VULCAN this was a pointless (no pun intended) task.

Instead, I saw the tennis players. BORG had been one of my Star Trek possibilities but I soon remembered Bjorn, the excellent Fila-attired 1970s superstar whose life took an unexpected detour into the world of underwear design.

Yesterday's NYT Connections answers (Wednesday, August 6, game #787)
  • YELLOW: ACCESSORY WITH A POINTY FASTENER BADGE, BROOCH, BUTTON, PIN
  • GREEN: TEASE BAIT, NEEDLE, RAG, RIB
  • BLUE: BOXING PUNCHES CROSS, HOOK, JAB, UPPERCUT
  • PURPLE: MUSCLE NICKNAMES PLUS "S" SHAMMY, SPEC, SQUAD, STRAP
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 Thursday, August 7 (game #1291) - Wednesday, August 6, 2025 - 10:00
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 Wednesday's puzzle instead then click here: Quordle hints and answers for Wednesday, August 6 (game #1290).

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 #1291) - 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 #1291) - 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 #1291) - hint #3 - uncommon lettersDo the letters Q, Z, X or J appear in Quordle today?

• Yes. One of Q, Z, X or J appears among today's Quordle answers.

Quordle today (game #1291) - 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 3.

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 #1291) - hint #5 - starting letters (2)What letters do today's Quordle answers start with?

• P

• P

• C

• P

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

Quordle today (game #1291) - the answers

(Image credit: Merriam-Webster)

The answers to today's Quordle, game #1291, are…

  • PLUNK
  • PROXY
  • CURVY
  • PEARL

I have been on an incredibly long winning streak, so I'm choosing to be not too disheartened by today’s loss.

I got off to a terrible start, with just two correct letters from my usually reliable starter words and I’m actually pretty pleased that I came so close, especially as we had a rare letter.

It is a bit annoying, though, that I guessed “curry” when a word containing the letter V was what I was looking for. Quordle absolutely adores the letter V.

Daily Sequence today (game #1291) - the answers

(Image credit: Merriam-Webster)

The answers to today's Quordle Daily Sequence, game #1291, are…

  • GLORY
  • FUZZY
  • SMILE
  • GROWN
Quordle answers: The past 20
  • Quordle #1290, Wednesday, 6 August: RISKY, APART, FAUNA, HANDY
  • Quordle #1289, Tuesday, 5 August: ROAST, SLICK, AUDIT, BILLY
  • Quordle #1288, Monday, 4 August: MACAW, SINCE, COLON, CHIRP
  • Quordle #1287, Sunday, 3 August: MOTIF, LEERY, LOFTY, BURST
  • Quordle #1286, Saturday, 2 August: WARTY, PUPAL, CLEAR, SLICE
  • Quordle #1285, Friday, 1 August: ACTOR, MEALY, WIDTH, ADOBE
  • Quordle #1284, Thursday, 31 July: STYLE, VALET, AGONY, ALLOY
  • Quordle #1283, Wednesday, 30 July: DEBAR, ADMIN, FOLIO, USAGE
  • Quordle #1282, Tuesday, 29 July: BATCH, TOPIC, MURKY, BUNCH
  • Quordle #1281, Monday, 28 July: CANDY, TRYST, SHIRT, FORGO
  • Quordle #1280, Sunday, 27 July: TRAWL, BALER, PIANO, MINCE
  • Quordle #1279, Saturday, 26 July: MUDDY, SAINT, KINKY, POLAR
  • Quordle #1278, Friday, 25 July: BONUS, RESIN, CEDAR, MADAM
  • Quordle #1277, Thursday, 24 July: AGONY, VERVE, GLEAN, MINUS
  • Quordle #1276, Wednesday, 23 July: OZONE, PENCE, ROOMY, WIDER
  • Quordle #1275, Tuesday, 22 July: OPTIC, GIDDY, VOCAL, ADULT
  • Quordle #1274, Monday, 21 July: KNEED, SNAIL, PINTO, FEAST
  • Quordle #1273, Sunday, 20 July: GRACE, COUNT, EGRET, GIANT
  • Quordle #1272, Saturday, 19 July: EARLY, CLICK, TRITE, SPREE
Smarter networks in the Agentic AI revolution - Wednesday, August 6, 2025 - 10:12

A new era of intelligent automation is underway. We are seeing digital agents take on responsibilities that once required constant human supervision. Today, these systems, can make independent decisions, implement them, and continuously learn from their experiences.

Simply put, agentic AI listens, learns, and develops strategies capable of revolutionizing how we work, especially in network operations where it shifts from reactive to proactive, improving resilience and security. It can automate network management, real-time threat detection, and traffic optimization, enhancing efficiency, strengthening security, and boosting network performance for seamless and secure operations.

But how can it be implemented, where can it have the biggest benefit, what is the role of human oversight and what lessons can we learn from the introduction of agentic AI? In this article, I’ll cover these key points and give advice to businesses looking to harness its potential.

Competitive advantage through strategic agentic design

The successful implementation of agent-based AI systems requires careful planning.

Firstly, it is important to clearly define goals and key performance indicators for their use. Then, a major challenge is the seamless integration of the solutions into the existing IT network infrastructure. Training and operation of the systems also require the availability of sufficient and high-quality data. Finally, there are ethical considerations of implementing agentic AI that companies need to address from the outset, such as data privacy, protection, governance, human oversight and transparency, to ensure trust is built.

Agentic AI requires guidelines over which data it can access, from where, and whether it is able to share certain data externally. This is imperative to consider within an AI strategy to ensure that your customers and your organization are protected from data and regulatory breaches, such as the EU AI Act.

If your implementation plan takes these considerations into account, nothing stands in the way of the effective use of agentic AI. With digital agents, businesses can streamline their operations, meeting rising customer service expectations. A report by Gartner predicts that by 2029, AI will resolve 80% of common customer service issues without human intervention. These agents analyze customer sentiment in real time and provide tailored responses enhancing customer engagement.

Accelerated operations

Agentic AI is now playing a pivotal role in network infrastructure and cybersecurity, helping organizations move beyond traditional, rule-based systems. Unlike conventional tools that passively monitor and alert, digital agents can actively observe network behavior, identify anomalies in real time, and take autonomous action to resolve emerging threats. This enables a faster response to incidents, reducing downtime, and therefore helps avoid costly disruptions.

Agentic AI is already being embedded across networking and security infrastructure to deliver real-time, measurable value. The NSaaS model (Networking and Security as a Service) is evolving into something more dynamic, where agentic capabilities enable smart routing, adaptive policy enforcement, and predictive resource allocation. These enhancements ensure better performance, greater visibility, and stronger protection for global customers operating in complex conditions.

Meeting demand for adaptive, resilient solutions

There is growing demand for integrated cybersecurity and networking solutions from cloud providers, with many organizations viewing this convergence as essential to enterprise resilience. In this setting, agentic AI offers a unique advantage; it blends machine learning with autonomous decision-making, allowing digital agents to adapt in real time while maintaining stable and efficient network operations. This shift from static systems to intelligent, self-improving agents is reshaping how businesses think about their digital foundations. With this strategic mindset, early adoption of agentic AI gives network providers a chance to get ahead of the curve with smarter services, improved reliability, and a more personalized customer experience.

Unlocking new value

While we are still at the beginning of the AI journey and its potential is yet to be fully realized, McKinsey found that 77% of companies are either using AI or exploring its potential. It has already changed workflows, it still requires a level of human management, but agentic AI enables new possibilities. It can become more than a support tool. It can become an active participant in business operations, freeing up resources and creating greater efficiency. In networking specifically, the benefits are becoming clear. While machine learning has been used for tasks like digital twins and anomaly detection, agentic AI can manage these processes autonomously. This reduces the need for human intervention at every step and enables networks to become more resilient, secure, and adaptive to real-time demands.

Nevertheless, learning and development around AI in the workforce remains a business imperative. Counterintuitively, while flawed data is often tolerated in human decision-making, we don’t have the same leniency with AI. According to Gartner, 30% of generative AI projects are abandoned after the proof-of-concept stage, primarily due to issues related to data quality, risk management or high costs, highlighting the difficulty organizations face in AI initiatives and importance of getting implementation right from the off.

For some companies, agentic AI could mark a shift from promise to performance - where AI becomes not just an experiment, but a business-critical capability aligned to strategic goals.

Looking ahead

As businesses advance their AI capabilities, agentic systems offer a strategic step forward. They enable organizations to align automation with core objectives, turning networks into adaptive ecosystems. For organizations moving from passive AI and aiming to build intelligent, responsive systems, agentic AI is the key enabler. This is not just a technological shift, but a reimagining of what network infrastructure can achieve when paired with AI designed to think, act, and adapt.

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US politicians call for further probes into possible DeepSeek security risks - Wednesday, August 6, 2025 - 10:17
  • New probe into DeepSeek has been requested by a group of US Senators
  • The Senators cite national security concerns around Chinese firm
  • Many US Government departments have already banned the chatbot

The ongoing dispute between China tech firms and the US Government continues, after a group of seven Republican Senators asked the Department of Commerce to evaluate data security risks that models from Chinese companies pose, specifically the AI chatbot DeepSeek.

Chinese tech companies are facing huge barriers to enter the US market due to the tensions between the two countries, but DeepSeek's revolutionary open source model has sent waves through the AI landscape, thanks to the speed and low cost of development.

However, security concerns have been raised, prompting multiple US Government departments to ban the use of the model, with one study even claiming DeepSeek is 11 times more dangerous than competitor AI chatbots.

Secrets at risk

The senators, John Justed, Tedd Budd, John Cornyn, Marsha Blackburn, Bill Cassidy, John Curtis, and Todd Young all signed a letter outlining the need to prioritise home-grown AI models, as well as the ‘deeply troubling allegations’ that DeepSeek feeds sensitive information back to servers with links to the Chinese government.

“DeepSeek’s R1’s model release in late January demonstrated the aptitude of People’s Republic of China (PRC) national AI talent and the progress their home-grown models have made relative to leading U.S. products,“ the letter explains.

“The Trump Administration has rightly emphasized winning the AI competition against the PRC, and the development of AI use case applications for businesses and consumers is an important facet of that competition. Ensuring that such applications are secure and not prone to leaking secure information and malign exploitation is paramount.”

The Chinese government has always denied such allegations, and all other accusations of cyber espionage, and reiterated the state has no direct ties to Chinese tech firms operating overseas.

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Why did Meta invest in Scale AI – and how will it change the AI models you use? - Wednesday, August 6, 2025 - 10:26

Meta’s move to take a significant stake in Scale AI isn’t just another strategic investment. It’s an admission: human data is the critical infrastructure needed to build better AI, faster.

For years, model architecture and compute have dominated the conversation. But we’re entering a new era, one where the differentiator isn’t how novel your transformer is, but how well your model reflects and responds to real human experience. That demands high-quality, diverse, and continuous human input throughout the development lifecycle.

A vote of confidence in human data

Scale’s primary service—labelling data outputs using human annotators—has long been essential to AI. But it hasn’t always been glamorous. Data preparation was often seen as a backroom task, while shiny model architectures stole the limelight.

Meta’s investment sends a clear message. The training and evaluation of AI models depend on data that is not just abundant, but accurate, representative, and human-validated. It’s a strategic move that gives Meta both privileged access to Scale’s data infrastructure and a highly influential stake in a key player in the data annotation space.

But therein lies a broader concern: when a major tech company takes a significant stake in a service provider, potential conflicts of interest arise. For organizations in the same competitive landscape, this can raise doubts about alignment, priorities, and incentives, making continued reliance on that provider increasingly difficult to justify.

One thing’s for certain: your data partner has never mattered more. We’re entering a period of market shake-up, where diversification of suppliers and specialization in services will become increasingly valuable to AI builders.

Enter the experience era

Beyond the boardroom maneuvers, something much more fundamental is happening in AI development. We’ve entered the era of experience. It’s not enough for models to be technically sophisticated or capable of passing abstract benchmark tests. What matters now is how models perform in the real world, across diverse user groups and tasks. Are they trustworthy? Are they usable? Do they meet people’s expectations?

This shift is being driven by an awakening among model developers: in a competitive landscape, it’s not just about who can build the most advanced model, but whose model people choose to use. The new frontier isn’t measured solely in benchmark scores or inference speed—it’s measured in experience quality.

That means the success of an AI model is increasingly dependent on human input throughout its lifecycle. We’re seeing a surge in demand for real-time, continuous human evaluations across multiple demographics and use cases.

Evaluating models in the lab is no longer enough. The real world, with all its complexity and nuance, is now the benchmark.

Why synthetic data isn’t the answer—at least, not yet

Some may argue that synthetic data will eventually replace the need for human annotators. While synthetic data has a role to play, particularly in cost-efficient scalability or simulating rare edge cases, it falls short in one critical area: representing human experience. Human values, cultural nuances, and unpredictable behavior patterns cannot be easily simulated.

As we grapple with AI safety, bias, and alignment, we need human perspectives to guide us. Human intelligence, in all its diversity, is the only way to meaningfully test whether AI systems behave appropriately in real-world contexts.

That’s why the demand for real-world, high-fidelity human data is accelerating. It’s not a nice-to-have. It’s essential infrastructure for the next wave of AI.

The humans behind AI

If human feedback is the engine powering better AI, then the workforce behind that feedback is its beating heart. The industry must recognize the people providing this essential input as co-creators of AI.

This begins with diversity. If AI is going to serve the world, it must be evaluated by people who reflect the world—the best and the breadth of humanity. That means including people from different cultures, socioeconomic backgrounds, and educational levels. It also means ensuring geographic diversity so models don’t just perform well in Silicon Valley but also in Nairobi, Jakarta, or Birmingham.

Equally important is expertise. As AI becomes more specialized, so too must its human evaluators. Educational AI systems should be evaluated by experienced teachers. Financial tools require scrutiny by economists or accountants. Subject matter experts bring context and domain-specific insight that generic crowd work can’t replicate.

But building this kind of human intelligence layer doesn’t just happen. It requires thoughtful infrastructure, ethical foundations, and a commitment to the people behind the data.

That means fair pay, transparency, and a smooth user experience that gives people easy access to interesting and engaging tasks. When contributors feel respected and empowered, the quality of insight they provide is deeper, richer, and ultimately more valuable. Treating evaluators well leads to better data—and better AI.

A turning point for the market

Meta’s investment in Scale may appear like another play in a long series of tech consolidations, but it’s something more: a signal that the era of human data as critical infrastructure for AI has truly begun.

For model developers, this is a call to action. Relying on one provider—or one type of data—no longer cuts it. Specialization and trust in your human data partners will define the winners in this next phase of AI development.

For the broader industry, this moment is an invitation to rethink how we build and evaluate AI. The technical challenges are no longer the only obstacle. Now we must consider the social contract: How do people experience AI? Do they feel heard, understood, and respected by the systems we build?

And for many, this moment validates the belief that human intelligence is not a constraint on AI progress, but one of its greatest enablers.

Looking ahead

The Meta/Scale deal will likely catalyze further consolidation in the human data space. But it also opens the door for more specialized and transparent providers to shine. We anticipate a surge in demand for high-integrity, experience-focused data partners—those who can provide rich, real-world feedback loops without compromising trust.

Ultimately, this isn’t just about who builds the most powerful model. It’s about who builds the most useful, trusted, and human-centric model. The future of AI is intuitive, inclusive, and deeply human. And that future is already taking shape.

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ESPN’s new streaming service will be the home of NFL – here’s how you can subscribe for free - Wednesday, August 6, 2025 - 10:44
  • ESPN is acquiring the NFL Network and other media assets, including the linear rights to the RedZone channel and NFL Fantasy
  • The NFL Network will be part of ESPN's new streaming service that's launching on August 21
  • DirecTV customers will be able to get the new service's 'Unlimited' plan for no additional cost

Walt Disney's ESPN will soon become the home for NFL coverage, following a landmark deal that sees the sport network acquire the NFL Network and other media assets including he RedZone Channel and NFL Fantasy, so football fans will want to sign up to its new streaming service (not ESPN+) when it arrives.

The new streaming service (simply referred to as ESPN) launches on August 21, and will bring "the full suite of ESPN networks and services within an enhanced ESPN App with new, personalized features and functionality", according to the company.

Thanks to the deal between ESPN and NFL, the new streaming service will also see the NFL Network's content integrated into the platform, making it even more tempting for sports fans.

“By combining these NFL media assets with ESPN’s reach and innovation, we’re creating a premier destination for football fans. Together, ESPN and the NFL are redefining how fans engage with the game – anytime, anywhere," ESPN's chairman Jimmy Pitaro said.

How much will ESPN's subscription service cost?

(Image credit: rafapress / Shutterstock)

At launch, ESPN's streaming service will have two subscription plans to choose from: 'Unlimited' and 'Select'.

The 'Unlimited' plan will include access to 47,000 live events through various ESPN channels, studio shows and more, and will cost $29.99 per month or $299.99 per year. This plan will also be available to bundle with Disney+ and Hulu for $35.99 (ads) or $44.99 (ad-free) per month.

The 'Select' plan, meanwhile, includes over 32,000 live events that are available on ESPN+, studio shows and more, and costs $11.99 per month or $119.99 per year. Again, this can be bundled with Disney+ and Hulu for $16.99 (ads) per month or $26.99 (ad-free).

If you're excited to try out ESPN's new subscription service, then the good news is that you'll be able to for free if you're a DirecTV customer. Those who are subscribed to DirecTV or its 'MySports' package will get access to the new ESPN service at no extra cost when it launches. Meanwhile, if you're a satellite or U-verse customer of DirecTV, you'll have to wait until later in 2025.

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Windows XP Crocs are so real, we just can't stand it – but we love the Clippy Jibbitz - Wednesday, August 6, 2025 - 10:55
  • Microsoft is prepping Windows XP Crocs, dubbed the '50th Anniversary Exclusive'
  • It'll be the first version of Windows to take this step, if true
  • The Crocs come with six Jibbitz and a carrying tote

Yes, Microsoft is still celebrating its 50th anniversary, and while the company has done a lot of looking back, it’s also looking forward. Err, at least taking a step forward.

Sure, we’ve seen some iconic Windows ugly sweaters, including one with Minesweeper and one with Clippy, but Windows XP is going where no other version of Windows has ever gone before – to Crocs.

TechRadar's confirmed with the tech giant that the Microsoft 50th Exclusive Crocs – aka the Windows XP Crocs – are official, and got five images of the shoes.

According to a report from The Verge, Windows XP Crocs are currently available for internal order by Microsoft employees – priced at $80 – with the story noting that the employees “get first dibs” ahead of a “worldwide launch.

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(Image credit: Microsoft)

We’ve seen other collaborations from the Croc brand, with plenty of Disney properties included – I mean, kachow, Lightning McQueen Crocs that light up – along with fashion houses, and even McDonald's. The Windows XP Crocs, though, take the iconic green hills and blue skies wallpaper to the shoe form.

And I know what you’re thinking, but the images of the Windows XP Crocs do indeed confirm the existence of a Clippy Jibbitz (aka what Crocs calls their shoe charms). The Windows XP Crocs will come with an iconic helper as well as a pointer, the MSN butterfly, a classic Internet Explorer logo, the recycling bin, and a folder. That comes to a whopping six Jibbitz in total.

(Image credit: Microsoft)

You also get a drawstring tote that's inspired by the classic, now iconic, Windows XP wallpaper. Microsoft did confirm the existence of the Crocs to us and shared these images, but didn't share anything more on pricing or availability.

At a reported price tag of $80, the Windows XP Crocs aren’t cheap, but if you’re a Microsoft collector or someone who’s also opted to get the previous ugly holiday sweaters, they might be the perfect shoe to add to your collection. Of course, I think many would be happy if Microsoft goes the route of other retro, nostalgia-fueled drops – it could be a fresh skin for Windows or even another wallpaper drop, and that would still be a great way to honor the 50th.

You might recall that Microsoft dropped a limited 50th anniversary edition of the Surface Laptop, which looked pretty snazzy. It’s also a more subtle way to celebrate 50 years of Microsoft than, say, blue and green Crocs.

Stick with TechRadar as once we learn more about pricing and how to get a pair of the Microsoft 50th Exclusive Crocs, we'll be sure to update this post.

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Microsoft's new AI security tool can spot malware early - and even reverse engineer it to crack the code - Wednesday, August 6, 2025 - 11:03
  • Microsoft reveals it is developing an AI threat detection tool
  • Project Ire has so far scored well in accuracy testing
  • The tool has the potential to meet the 'gold standard' for malware classification

Microsoft has introduced a new AI tool it says has the ability to meet the “gold standard” of malware detection, identification, and classification.

While still only a working prototype, Project Ire has shown great promise in its ability to detect and reverse engineer malware without any context of the file’s origin or purpose.

Microsoft plans for Project Ire to be incorporated into Microsoft Defender as a ‘Binary Analyzer’ used to identify malware in memory from any source at first encounter.

Autonomous AI malware detection

The tool is still very much in the early stages of development, but in Microsoft’s own real-world scenario testing, Project Ire managed to detect almost 9 out of 10 malicious files correctly in precision tests, but only managed to detect just over one quarter of malware in recall tests. However, in these initial tests, there was a false positive rate of 4%.

“While overall performance was moderate, this combination of accuracy and a low error rate suggests real potential for future deployment,” Microsoft said in a blog post. Additionally, in this testing, the AI tool had no knowledge of nor had it faced any of the 4,000 files it scanned.

The tool generates a report on each potentially malicious file it identifies, summarizing why certain parts of the file could indicate it as malware.

In a separate test against a public dataset of a mix of legitimate and malicious Windows drivers the tool again detected 9 out of 10 malicious files correctly with a false positive rate of 2%. The recall rate was also significantly higher, scoring 0.83 in this test.

Looking ahead, Microsoft will continue to work on improving Project Ire’s ability to detect malware at scale rapidly and precisely, and hopefully include the AI within Microsoft Defender as a threat detection and software classification tool.

Threat actors are increasingly leveraging AI tools to generate malicious files at scale, but cybersecurity organizations are also leveraging AI technology to fight back.

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