AI is poised to change our world at a breakneck pace, with enterprises and governments pouring billions into AI tools, assistants, and agents. Whether it’s Trump’s bold $500 billion Stargate plan or the UK’s AI Opportunities Action Plan, AI investment is the new arms race. And if the scale of investment isn’t visible yet, tech giants plan to invest $320 billion in AI in 2025 alone. The technology is dominating headlines, driving economic strategies and topping boardroom agendas.

However, most discussions focus largely on the dazzling potential of AI models. Putting these exciting AI innovations to work requires an army of unsung individual heroes largely toiling in the dark - data engineers, integration specialists, and automation experts.

These professionals are the critical silent enablers of the AI wave we are witnessing. Their expertise is critical to ensure machine learning models have the clean and structured data they require to function effectively and that their outputs can fold into complex enterprise architectures in a seamless and effective manner.

Looking beyond algorithms: behind the scenes of AI success

AI may be the headline act, but its algorithms and models are simply the tip of the iceberg. Beneath the surface, vast work goes into data preparation, developing IT infrastructure, and integration to the wider enterprise landscape. Data engineers have a crucial role in cleaning and structuring data so that AI models get accurate, unbiased, and high-quality inputs. Without high-quality data, even the most advanced AI models cannot deliver meaningful outputs.

Likewise, integration specialists weave AI models into the enterprise systems they interact with, ensuring data flows seamlessly across different environments - whether in the cloud, on-premise, or hybrid. These experts help companies leverage AI’s full potential by connecting disparate data sources, application endpoints and critical user experiences, allowing for real-time analysis and decision-making.

Finally, automation experts design smart workflows that enable AI agents to both be carefully orchestrated, and where possible, operate independently. From data to application integration, their work eliminates bottlenecks, boosts productivity, and allows businesses to deploy AI-driven solutions at scale.

Redefining traditional tech roles: AI changing data professions

AI is not just shifting industries; it’s also reimagining these very jobs that build and support this growth. Traditional tech paths are already evolving into future-oriented AI careers. Data engineers are stepping up as ‘AI trainers’, working with subject matter experts to curate datasets for improved model accuracy. Integration specialists now take on the role of AI infrastructure architects, harmonizing the latest API-centric AI technology with previous generations of application frameworks.

Automation experts are moving toward total AI orchestration, overseeing the large-scale deployment of AI agents across various business operations. What’s more, these roles themselves are converging into new hybrid positions like AI workflow engineers, prompt engineers, and agent developers. This means enterprises are now looking for multi-dimensional professionals capable of managing entire AI ecosystems instead of just performing isolated tasks.

AI has made a pivotal shift in involving tech professionals in critical business decisions, which means future AI roles will require a blend of strategic vision and technical know-how. Professionals who can connect AI capabilities with enterprise needs will be highly sought after.

Humanizing your AI journey: do not leave people behind

AI, for all its promise and potential, is not infallible. Challenges like bias in training data, privacy requirements, and ethical concerns surrounding AI deployment require careful human oversight. Data, integration, and automation professionals are indispensable in mitigating these risks, ensuring that AI applications are transparent, fair, and reliable.

Our own research recently revealed that fewer than 40% of IT leaders in the UK trust AI agents more than a human to do an effective job, which makes it apparent that there's no straightforward human to AI switch for the tech sector anytime soon. Despite the vast troves of information embedded in the latest models, enterprise data has not been available for AI model training, meaning that AI alone cannot interpret business context, making humans all the more essential in guiding AI’s applications.

The most effective leading enterprises are finding that automation enhances decision-making, and though there are clear opportunities for AI-centric process automation, AI doesn’t replace human critical thinking altogether. The best use cases of AI implementation are those where humans and machines collaborate, harnessing AI’s efficiency whilst maintaining human judgement.

Fate of data professionals: displacement or evolution?

A pressing question lingers: will AI make data-centric roles obsolete, or will it redefine them? The answer is nuanced.

As AI automates repetitive tasks and lower-level data operations, it simultaneously opens new doors for higher-order problem-solving and frees up time to be spent on strategic innovation and value-driven work.

For example, with old data cleaning tasks increasingly becoming automated, data engineers are free to focus on optimizing data architectures and ensuring AI models work with precision across heterogeneous system landscapes. Automation experts will go from basic workflow automation to developing self-learning AI systems that adapt to changing business needs in real-time.

AI’s true power isn’t in the technology alone. It’s in the people who are making it happen and laying the building blocks. It is not a threat to these roles, but a catalyst for their evolution. By acknowledging these contributions, investing in upskilling, and building a culture of AI literacy, we can ensure that AI serves as a force for progress, innovation, and human-AI collaboration.

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This article was produced as part of TechRadarPro's Expert Insights channel where we feature the best and brightest minds in the technology industry today. The views expressed here are those of the author and are not necessarily those of TechRadarPro or Future plc. If you are interested in contributing find out more here: https://www.techradar.com/news/submit-your-story-to-techradar-pro

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It’s hard to believe Donald Trump has only been back in office since midway through January. Whether it’s additional tariffs on the import of materials like steel and aluminium or plans to target countries with ‘reciprocal tariffs’, the rate of change and potential impact on supply chains is almost too fast and far-reaching for any one person to keep pace with.

With fresh tariffs emerging from the US on an almost daily basis, it’s not possible for any business – especially those reliant on global trade – to predict every new announcement, or have a bespoke response plan ready for each possible scenario.

Instead, businesses with the potential to be hit by tariff whiplash must be able to respond swiftly to developments as they happen, or better still rehearse for potential changes ahead of time, many of which may be entirely unprecedented.

To do this, they need to have the technological tools that enable them to see beyond the horizon to identify plausible scenarios and their potential impacts at all levels of the supply chain, from the network to the individual warehouse shop floor before their rivals - thus turning seismic change into competitive advantage.

Ultimately, when a storm of unexpected tariffs or unprecedented disruption strikes, the businesses that can adapt flexibly and with speed will be best placed to ride it out.

Which industries are particularly vulnerable?

In the UK, many businesses are already feeling whiplash from a month of tariff changes under the new US administration. The US is Britain’s largest single export market, with more than £60bn worth of goods exported there in 2023 – 15.3% of the UK’s global total.

Industries heavily reliant on exports – most notably, machinery and transport – are those facing the most risk.

Take the machinery and transport sector, which is worth more than £200bn across the UK and the EU. Car manufacturers – particularly in Germany, Europe’s dominant manufacturing force and leading exporter to the US and Mexico – are already facing a substantial hit.

And if the ‘reciprocal tariffs’ mooted last week by the US President take effect, which would impose minimum tariffs across the board added to each nation’s VAT rate, the UK would be the fourth most impacted country.

Simply put, many businesses in the UK remain underprepared to deal with the impact of such a scenario. Too many still rely on outdated methods to assess the impact that limit agility, in a trading environment which only seems to be growing more volatile.

Barriers to supply chain agility

The reason that many supply chains remain vulnerable to sudden tariff changes or trade policies is because their approaches to operations tend to be reactive rather than proactive.

In recent times, Artificial Intelligence (AI) has significantly improved forecasting capabilities. But when used alone, it is not enough; AI fundamentally learns from past events, meaning it can overlook entirely plausible but unprecedented scenarios.

Indeed, one of the key barriers to true agility is an over-reliance on historical data to drive decision-making. For example, it is certainly useful context that in trade battles in Trump’s last term in office, the US targeted famous consumer goods including French wines and cheeses, Italian luxury goods and Scottish and Irish whiskies.

But reliance on this historical context alone fails to account for the new, more aggressive trade policy of a second Trump presidency, and the possibility of an economic policy with tariffs as its cornerstone targeting new industries. To achieve truly agile, flexible response capabilities, businesses must have access to insights which go beyond simple derivations of past events.

Another major challenge is the speed of response, especially with so much uncertainty around the future about when tariff changes will hit, or who will be impacted. On average, it takes two weeks for a business to react to supply chain disruption – delays that, over a decade, can erode nearly six months’ worth of profits. Without scenario modelling and strategic foresight, companies will remain on the back foot, forced into crisis-mode decision-making rather than pre-emptive adaptation.

A tariff-proof supply chain combines AI with simulation technology

To effectively anticipate and plan for tariff change in today’s volatile geopolitical context, businesses need to be capable of using AI tools in combination with simulation technology - intelligent simulation.

Doing so gets the best out of both technologies. With intelligent simulation, AI can model and prioritize countless ‘what if’ scenarios, providing supply chain and logistics teams with actionable insights before disruptions occur.

Whether it's understanding the impact of potential tariff changes, identifying alternative suppliers, or assessing new market opportunities, AI in combination with simulation allows businesses to remain agile and act quickly before the unprecedented strikes.

Businesses that integrate AI in combination with simulation technology into their supply chain strategies will not only navigate tariff whiplash with greater ease but will also establish a competitive edge in global trade.

This is because combining simulations with AI allow companies to explore both the network and the individual warehouse or distribution center-level impact of complex, tailored counterfactuals about the future with which they can plan better than ever.

Ultimately, operations leaders need to understand the impact of a tariff change on a granular level as well as the network level. With this approach, they can overcome the limitations of sparse real-world information and generate new training data for AI technology so that it can deliver comprehensive, reliable forward-looking insights during periods of trade unpredictability.

With this level of insight, different tariff scenarios can be focused on and planned for and responses rehearsed accordingly - so that when the time comes in real life, they can respond with flexibility and agility.

The reality is that economic unpredictability is here to stay. The only question that remains is whether businesses will continue with a reactive approach – or choose a prepared, pre-emptive approach instead.

if operators are to take action, they need to understand the impact of a tariff change not just at the network level but down to the more granular level for individual warehouse for example

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This article was produced as part of TechRadarPro's Expert Insights channel where we feature the best and brightest minds in the technology industry today. The views expressed here are those of the author and are not necessarily those of TechRadarPro or Future plc. If you are interested in contributing find out more here: https://www.techradar.com/news/submit-your-story-to-techradar-pro

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AI has dominated headlines, product strategies, and investment for the past two years, but as businesses reflect heading into 2025, an uncomfortable question lingers: where is AI’s financial impact, really?

Amidst the AI hype climate, businesses have been eager to invest in emerging technologies that promise the world. So eager, in fact, that the market is now saturated with hastily-developed products designed more to showcase adoption than to deliver measurable impact.

While AI tools have existed for some time, the rise of generative AI — starting with the release of ChatGPT just over two years ago — has captured broader attention and rekindled a frenzy of innovation, akin to the dot-com boom of the late 1990s. Generative AI's accessibility is lowering barriers to entry, sparking both a rush to investment and concern across industries.

When applied strategically, it’s clear that AI can revolutionize user experiences at places like websites, where the potential for customer experience enhancement is unparalleled. But to keep up with lofty AI predictions and heavy investor demands, many businesses today are investing first and looking for ways to measure return on that investment later — an approach that’s led to over-promised and under-delivered initiatives, followed by disappointment among customers and teams alike.

AI has the potential to deliver transformative outcomes when businesses align it with strategic goals, such as improving website functionality and user satisfaction. Rather than integrating AI first and looking for a problem to solve later, it’s time to return to the tried and true formula for innovation: find a problem, figure out how to solve it.

The AI Paradox: ROI vs. FOMO

ROI must be the central factor in AI investment decision-making.

While the number of senior business leaders investing $10 million or more in AI is set to double next year, a Gartner report found that at least 30% of AI projects will be abandoned by the end of 2025. These circumstances — high costs and low success rates — make prioritizing business needs and ROI critical.

AI is an expensive, time consuming endeavor — so in order for an AI product to be worth it, especially in consumer-facing applications, it must add real value to customers. Rushing to bring high-potential technology to market can often hinder, rather than enhance, user experience — particularly in the case of websites, where users increasingly demand seamless interaction.

The early surge of businesses racing to adopt AI chatbots is a prime example. In the push to get the latest feature onto their websites, a critical question was often overlooked: will this actually improve our customer service? Despite their high-potential, chatbots were introduced widely before the technology was developed to the point of adding proper value, often resulting in frustrating user experiences and failing to provide accessible support.

Consider Watsonville Chevy’s viral failure, where a chatbot offered to sell a customer a brand new Chevy vehicle for only $1. Rather than helping customers buy cars, the under-developed technology — despite its high-potential — caused an embarrassing headache for the dealership. More than the technology itself, this failure underscores the critical importance of businesses putting appropriate guardrails in place. Effective AI implementation requires not only understanding the potential of off-the-shelf solutions, but ensuring they are adapted to the specific needs and limitations of the business environment.

In another recent counterproductive AI use case, Spotify whiffed on its perennially popular Wrapped feature by going all-in on AI. While removing features like top genres, the music streaming giant opted to add experiences like an AI-generated podcast. Listeners, predictably, were critical, highlighting the importance of using AI to enhance user experience rather than diminishing features that made products popular in the first place.

Businesses must ask themselves: is this AI use case truly adding to the customer experience? Investments must prioritize functionality and customer needs over hype. By focusing on thoughtful, ROI-driven AI adoption, businesses can avoid costly mistakes and improve outcomes.

Solving Problems, Driving Results

But of course, not every AI investment is destined to fail or hinder customer experience. There are many examples of how AI brings clear value-adds when implemented strategically, especially in ecommerce and content.

In a crowded online environment, frustrated users are a sales killer — customers have access to limitless products and content online, so when their search fails to draw results, they leave.

Netflix, Google and Amazon have all dominated their respective verticals for several years in no small part because of their use of natural language processing. In 2017, more than 80% of the TV shows users watched on Netflix were discovered through its recommendation system. In 2012, 35% of purchases on Amazon came from product recommendations. Google has utilized AI since 2015 to process and provide more relevant search results.

All of these use cases have had a tangible impact on customer experiences — an impact that has long differentiated them from competitors with less resources.

More recently, the rise of generative AI is amplifying this trend — as the current AI frenzy has led to not only the development of cutting-edge technology by major AI players, but also made it more accessible for businesses of all sizes. These advancements enable even mid-market players to leverage tools once exclusive to industry giants, creating new opportunities for differentiation and growth.

In short, these technologies are no longer limited to just big tech like FAANG — AI democratization is unlocking more cost effective tools for SMBs and mid-market companies to optimize their websites. The potential of AI is immense when businesses choose the right product, and legacy examples in e-commerce and user experience, like Netflix’s recommendation engine or Amazon’s personalized shopping, offer a blueprint for websites leveraging AI to create transformative, ROI-driven outcomes. AI-driven smart search and recommendation technologies already exist; businesses just need to evaluate problems and responsibly implement solutions to unlock AI's transformative potential.

Starting with the pain point — such as low conversion rates — and answering with AI empowers better business outcomes. Implementing AI technologies can help bridge the gap between mid-market companies and enterprises, drive higher conversion rates and justifiable ROI for the cost of AI.

Thoughtful AI integration has the potential to revolutionize industries, and in some cases, already has. These use cases underscore AI’s potential to add real value, making a tangible impact on conversion rates and customer experience.

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This article was produced as part of TechRadarPro's Expert Insights channel where we feature the best and brightest minds in the technology industry today. The views expressed here are those of the author and are not necessarily those of TechRadarPro or Future plc. If you are interested in contributing find out more here: https://www.techradar.com/news/submit-your-story-to-techradar-pro

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• Google says new Nest devices are in the pipeline
• We can expect the gadgets "in the coming months and years"
• Two older pieces of hardware have been discontinued

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If you were getting the impression that Google's focus on Pixel phones and AI models meant that the company was ignoring its Nest smart home kit, think again: Google says "more helpful home devices" are on the way "in the coming months and years".

That promise of future hardware was made in a blog post (via 9to5Google) that also announced that the Nest Protect smoke alarm and carbon monoxide detector, and the Nest x Yale Lock smart lock, were being discontinued.

It's perhaps no surprise that it's the end of the line for those two pieces of hardware, which haven't been updated in several years – but it seems Google remains committed to smart home devices and to the Nest brand in general.

The blog post points to the Google TV Streamer and the 4th-gen Nest Thermostat (both launched last August) as evidence that it's still interested in hardware for the home, even if there haven't been a huge number of launches in recent times.

New Nests

The Nest Audio was launched in 2020 (Image credit: Future)

Besides the streaming box and smart thermostat, the current Nest range of devices covers security cameras, video doorbells, smart speakers, and smart displays. It sounds as though at least some of those gadgets could be updated this year.

We know that Google is busy swapping out Google Assistant for Google Gemini on its devices and in its software, so that would appear to be a good reason to push out some updated Nest speakers and displays as well.

New models are certainly due: the last new smart speaker we had was the Nest Audio, launched in September 2020, while the most recent smart display to arrive was the 2nd-gen Nest Hub, which made its debut in March 2021.

Amazon is busy upgrading Alexa on its smart home hardware, which might push Google into action – and there are even reports that Echo speakers and displays could be rebranded as Alexa devices in the near future.

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• CIA-backed In-Q-Tel invests in Cerabyte, showing interest in long-term storage
• Cerabyte’s tech offers 5000-year durability using ceramic plates
• In-Q-Tel's support aligns with government need for secure archival storage

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We’ve written about Cerabyte a few times in the past, as the storage startup is developing ultra-durable, high-density archival data storage based on ceramic nanolayers.

Although it’s still in the relatively early stages of development, Cerabyte’s technology is pitched as a sustainable, scalable alternative to magnetic tapes and optical discs for long-term data preservation.

In 2024, Pure Storage made a strategic investment of $5 million in Cerabyte, with founder John “Coz” Colgrove joining Cerabyte’s board of directors as part of the deal. Now company has now announced a strategic partnership with In-Q-Tel (IQT), the nonprofit strategic investor for the US national security community, founded in the 1990s by the CIA.

Meeting national security needs

Unlike traditional magnetic or flash-based media, Cerabyte’s approach uses laser or electron beam writing to encode data onto ceramic glass plates that are resistant to heat, radiation, water, and electromagnetic interference.

The company claims this medium could offer data retention for over 5,000 years, making it ideal for cold storage in data centers, scientific institutions and government archives.

Details of the size of the investment haven’t been revealed but the backing from IQT suggests growing interest in long-term archival storage solutions from both government and commercial sectors.

“Cerabyte’s innovative technology can significantly enhance storage longevity and reliability while also reducing long-term costs and complexity,” said Greg Shipley, Managing Director, IQT Munich.

“This strategic partnership aligns with our mission to deliver advanced technologies that meet the needs of the national security community.”

The National Academies recently conducted a Rapid Expert Consultation on archival data storage technologies at the request of the Office of the Director of National Intelligence.

IQT’s support comes at a time of increasing governmental concern around the need to manage and preserve vast amounts of classified data over periods of 25 to 50 years (the typical time before declassification).

“As the world enters the age of AI and the use of digital information becomes unprecedentedly versatile and volatile, the need for permanent, immutable records has never been greater,” said Christian Pflaum, co-founder and CEO of Cerabyte.

“The strategic partnership with IQT validates our mission and fuels our ability to deliver accessible permanent data storage solutions.”

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Harry Potter TV show: key information

- Will debut on HBO in 2026 or 2027
- Filming begins in mid-2025
- No official trailer released yet
- John Lithgow confirmed to play Albus Dumbledore
- Rest of the cast still under wraps
- Plot will follow J.K. Rowling's books
- Show will last ten consecutive years

The Harry Potter TV show will debut on HBO in 2026 or 2027. Magical news, though we're wishing it were sooner.

It's been well over a decade since the final Harry Potter movie graced our screens, and whilst Fantastic Beasts has carried the torch somewhat, the prospect of a TV adaptation is incredibly exciting. It's a billion-dollar franchise that has captured the hearts of fans across the world and with one of the best streaming services taking the reins, there's a lot of anticipation around what they will do.

If you've not watched the movies, well, we don't quite know what to say. In the briefest way we can describe it – it's all about the wonderful wizarding world of Harry Potter as he joins Hogwarts to fulfil a destiny much larger than he could've ever imagined - against the incredibly powerful he who shall not be named.

And fans can breath a sigh of relief after Max's global rollout in 2024 means watching the series when it finally comes out is going to be a lot easier for everybody. Unsurprisingly, with one of the biggest book and movie franchises to ever grace the big screens, there's a lot of hype around it coming to our small screens. So, wands at the ready, here's everything we know so far about the Harry Potter TV show from release date, to predicted cast, to plot snyopsis, trailers, news, rumors and more.

Full spoilers to follow for all the Harry Potter movies.

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Harry Potter TV show: is there a release date?

Wands at the ready. The upcoming HBO Original Series, #HarryPotter, will be filming at Warner Bros. Studios Leavesden with production beginning in Summer 2025 and coming to Max. pic.twitter.com/6JSOA20w52December 5, 2024

Unfortunately, there's no release date to share just yet. Though Deadline have revealed that the series is expected to be released in 2026 or 2027, following an announcement by Warner Bros. Discovery global streaming chief, JB Perrette.

It has also been confirmed, as shown in the above tweet, that filming will commence in Leavesden this summer, in the same location as the previous eight movies. So, while there's time to wait, it gives us plenty of opportunity to dust off our wands and brooms for its arrival.

Harry Potter TV show: has a trailer been released?

With filming yet to commence, there's no trailer to share. For now, only a short teaser has been released by Max when the show was first announced, showing little but floating candles assembling the boy wizard's name.

As we loom ever closer to the eventual Harry Potter TV show release date though, we'll be sure to update here when we get even a hint of magic to share.

Harry Potter TV show: confirmed and predicted cast

A post shared by Harry Potter (@harrypotter)

A photo posted by on

Potential spoilers follow for the Harry Potter TV show.

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First and foremost, in June 2024, it was revealed that Harry Potter TV show lands a magical creative duo with a showrunner in Francesca Gardiner and head director in Mark Mylod. And they've been busy ever since casting magical hires to play the iconic roles of the franchise in a total revamp from the movies. Though only two actor have been confirmed so far and one of them is John Lithgow as Professor Albus Dumbledore.

As revealed by Screen Rant, Lithgow revealed the offer to play the iconic Hogwarts headmaster "was not an easy decision because it's going to define me for the last chapter of my life, I'm afraid. But I'm very excited." Adding: "I'll be about 87 years old at the wrap party, but I've said yes."

The second confirmed cast member so far is Nick Frost, who – according to an exclusive feature from Deadline – will play Rubeus Hagrid. And while that hasn't been officially announced by HBO, Frost himself has given cryptic clues to suggest that it is the case.

A post shared by Nick Frost (@friedgold)

A photo posted by on

The biggest question that everyone's asking though is who will play Harry, Ron and Hermione? In September 2024, an open casting call started circulating online, and it's authenticity was then confirmed by HBO to Variety. And reportedly some 32,000 kids auditioned for the leading trio. No surprise given the sheer success of the franchise.

Though casting is now closed, it read: "Please prepare a short poem or story of your choosing. It can be from your favorite book, a poem that you love, a monologue from a play or something you've created yourself. Please, nothing from 'Harry Potter'. Please use your own accents. 30 seconds maximum!" Alongside a request for a longer self-tape with more information about the actor.

(Image credit: Warner Bros.)

Other than Dumbledore's casting, there are plenty of actors that have been predicted to join the cast, though these are unconfirmed at time of writing. As per Deadline though, it has been reported that HBO is closing on Janet McTeer as Professor Minerva McGonagall, though Sharon Horgan was also in consideration, and Paapa Essiedu is the next potential Professor Severus Snape, first exclusively reported by The Hollywood Reporter.

Though HBO commented: "We appreciate that such a high-profile series will draw a lot of rumor and speculation. As we make our way through pre-production, we will only confirm details as we finalize deals."

And we'll hold confirm these deals as soon as we hear more. With filming taking place this summer though, we're sure these announcements will come thick and fast.

Harry Potter TV show: story synopsis and rumors

The Harry Potter TV show will follow closely alongside the books (Image credit: Warner Bros)

Full spoilers follow for Harry Potter.

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It's been years in the making as we first reported rumors surrounding a Harry Potter TV adaptation in January 2021. But, news of the Harry Potter TV show was first officially announced in April 2023 by Warner Bros. Discovery. As reported in Deadline, the show will have J.K Rowling as an executive producer, and will be "a faithful take on her classic Harry Potter books with a new cast." So, when it comes to the plot, if you've read the books or seen the movies, you'll know exactly what's about to happen.

For the TV show though, it'll be another long-running adaptation, but this time even longer, with CEO David Zaslav saying: "It's really moving, for ten consecutive years, people will see Harry Potter on HBO; I mean it's really something." Which means the story that J.K. Rowling told over seven world-building novels will have an opportunity to unravel across countless hours.

Deadline also revealed that the show will stick to the "canonical" ages of its characters, which unlike the movies means that certain characters will be much younger than their movie counterparts. The report divulges that showrunner Gardiner had described the show as offering up a "bigger sandpit to play in", as well as including more activity from Hogwarts staff and "having fun with Peeves in the corridor". Mylod also added that he will "dig into the depths and crevices of Hogwarts".

With ten consecutive years to play with, there's obviously a lot more room for storytelling given the film franchise adapted the seven books into eight movies and the TV show is reportedly going for ten whole seasons.

Will there be more seasons of Harry Potter?

(Image credit: Warner Bros.)

Absolutely. As discussed above, the Harry Potter TV show will follow closely alongside J.K. Rowling's books in the same way the movies did and, as confirmed by Warner Bros. Discovery CEO David Zaslav, will run for "ten consecutive years". Ten years of more Harry Potter? We're feeling utterly spoilt.

Though there has been some mixed feelings surrounding the show regarding J.K. Rowling's criticism of transgender rights and transgender issues in recent years. Onboard as an executive producer for the TV adaptation, her continued comments could affect the show overall. But Warner Bros. has stood behind her continued collaboration in the franchise with a clear statement to Variety: "J.K. Rowling has a right to express her personal views. We will remain focused on the development of the new series, which will only benefit from her involvement."

If, like us, the impending arrival of the Harry Potter TV show has left you contemplating another (or first ever) run through of the iconic movie franchise, then here's how to watch the Harry Potter movies in order and you can always delve into the ever-contentious discussion of the best Harry Potter movies ranked, from worst to best.

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For more Max-based coverage, read our guides on The Last of Us season 2, House of the Dragon season 3, and Euphoria season 3.

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• AWS urging customers to switch from Nvidia to its cheaper Trainium chip
• It says its hardware offers the same performance with a 25 percent cost saving
• Amazon's pitch happened as Nvidia was showcasing its new hardware at GTC 2025

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While Nvidia was hosting its annual GTC 2025 conference, showing off new products like the DGX Spark and DGX Station AI supercomputers, Amazon was trying to convince its cloud customers they could save money by moving away from pricey Nvidia hardware and embracing Amazon’s own AI chips.

The Information claims AWS pitched at least one of its cloud customers to consider renting servers powered by Amazon’s Trainium chip, claiming they could enjoy the same performance as Nvidia’s H100, but at 25 percent of the cost.

Trainium is one of several in-house chips that Amazon has developed (alongside Graviton and Inferentia), built for training machine learning models in the AWS cloud, and offering a lower-cost alternative to GPU-based systems. Amazon’s silicon is not intended as a like-for-like replacement for Nvidia’s more advanced products, but it doesn’t need to be.

Part of the AI conversation

Amazon’s offer looks to be part of a broader shift across the cloud market, where providers like AWS and Google are developing their own chips and offering them to customers as a way to avoid the cost - and scarcity - of Nvidia’s highly sought-after GPUs.

“What AWS is doing is smart,” Matt Kimball, VP and principal analyst for data compute and storage at Moor Insights & Strategy, told NetworkWorld. “It is telling the world that there is a cost-effective alternative that is also performant for AI training needs. It is inserting itself into the AI conversation.”

The pitch here, of course, is access. AWS is giving customers the opportunity to experiment with training and inferencing workloads without having to wait months for an Nvidia GPU or pay top dollar for it.

While a 25 percent saving is definitely not to be sniffed at, and something that will no doubt appeal to a number of AWS customers, there are obvious downsides for buyers to consider.

As NetworkWorld notes, “Enterprises used to working with Nvidia’s compute unified device architecture (CUDA) need to think about the cost of switching to a whole new platform like Trainium. Furthermore, Trainium is only available on AWS, so users can get locked in.”

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• Leaked renders of the Galaxy Z Flip 7 SE have emerged
• It's rumored to be a cheaper alternative to the Galaxy Z Flip 7
• The design is similar to the 2024 Galaxy Z Flip 6

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Samsung is expected to unveil a more affordable flip foldable phone alongside the Galaxy Z Fold 7 and the Galaxy Z Flip 7 in the middle of this year, and an extended set of leaked renders have now given us more of an idea of its design.

The renders were created by @OnLeaks and posted at SammyGuru, and are based on leaked information from Samsung's supply chain. There's a good chance this is what the phone will look like, though nothing is certain until it's official.

It seems the Galaxy Z Flip 7 FE will be very similar to the Samsung Galaxy Z Flip 6 that launched last year in terms of its design – although it will be a little thicker than the flagship flip foldable that came before it.

To get it at a lower price point, Samsung may try and save some money with the materials and the internal components of the Galaxy Z Flip 7 FE: the rumors are it might come with the Samsung Exynos 2400 processor inside, which also powers some Galaxy S24 models.

Two Flips this year?

Hey #FutureSquad! Here comes your very first look at the #Samsung #GalaxyZFlip7FE (360° video + gorgeous 5K renders + dimensions)!On behalf of @sammygurus 👉🏻 https://t.co/e8B9rX61Gi pic.twitter.com/uEsdO1GvGHMarch 28, 2025

Right now we don't have much idea how much cheaper the Galaxy Z Flip 7 FE is going to be than the Galaxy Z Flip 7 – and we're not sure on the name, either. It may simply be called the Galaxy Z Flip FE.

As for the design, it's perhaps no bad thing that it follows the Galaxy Z Flip 6 so closely. In our Samsung Galaxy Z Flip 6 review we described the design as "solid", "refined", and "durable", so there isn't much wrong with it.

It's interesting that the Galaxy Z Flip 7 FE is apparently following the same cover screen design as the Galaxy Z Flip 6, because the flagship model for this year – the Galaxy Z Flip 7 – is rumored to have a full-size cover screen that expands around the cameras too.

Another rumor we've heard about the flagship model is that it'll get a bigger battery packed inside. We're expecting all these handsets to launch in July, a year after the Galaxy Z Fold 6 and Galaxy Z Flip 6 were unveiled.

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• The launch of the Samsung Galaxy Z Flip SE may be delayed
• Fresh Samsung Galaxy Z Flip 7 FE rumors predict a display boost
• Galaxy Z Flip FE launch seemingly teased by Samsung itself

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I've been reviewing cameras for almost ten years and I've never seen anything like the the Fujifilm X100VI. The premium compact camera landed just over a year ago and immediately sold out everywhere, resulting in extraordinary six-month waiting lists. It only recently came back into stock at retailers, before again doing a Houdini-style vanishing act.

The X100VI backstory is already well known. It was one of those rare tech moments when the cultural zeitgeist – suddenly obsessed with film and compact cameras – shone its spotlight on something that seemingly had elements of both. The fuse was lit with the X100V's viral TikTok moment in 2022, before the big explosion with its successor last year.

I'm now less interested in whether or not the X100VI deserves its hype (either way, it's a brilliant little camera) and more in the impact it's had on the used prices of premium compact cameras. When I was TechRadar's Cameras Editor a few years ago, the return of that genre seemed about as likely as an Oasis reunion – but here we are in the strange world of 2025.

To see how the Fujifilm X100VI has affected the used prices of the best compact cameras and small mirrorless alternatives since it landed in February 2024, I asked MPB for some data to help. MPB uses a dynamic pricing engine to work out its second-hand valuations – if you're in the market for a premium compact camera in 2025, the results below make for fascinating (and hopefully, helpful) reading.

Later on, I'll reveal what I'm buying instead of an X100VI and what our current Cameras Editor Tim Coleman recommends doing. But first, here's what's happened to the second-hand prices of its main rivals in the US and UK...

US: The X-Pro 2 takes the baton

In the US, it hasn't just been Fujifilm's X100 series that's seen a spike in demand over the past year – the appetite for cameras that are small, powerful and echo classic film cameras has spilled over to the company's X-Pro and X-E series, too.

For example, the Fujifilm X-Pro 2, which has just turned nine years old, has seen its second-hand price rise by around 15% since October 2023. That isn't something you see with smartphones, laptops or smartwatches that are nearly a decade old.

Considering the X-Pro line is like an X100 with interchangeable lenses, this isn't too surprising – but the extent to which the X-Pro 2 has outpaced and closed the gap on the newer X-Pro 3 (from 2021) certainly is. This is likely down to some reported issues with the longevity of the X-Pro 3's screen.

The Fujifilm X-Pro 2 (above) has seen its second-hand prices sky-rocket in the US and UK since the X100V and X100VI achieved their new cult following. (Image credit: Future)

What about outside of Fujifilm cameras? While there's undoubtedly some seasonality to the summer bump in the middle of the chart above, MPB told us this was also down to a perfect storm of market shortages, the renewed popularity of compacts, and a rise in the prices of new cameras. This means most premium compact cameras – retro or not – have enjoyed something of an Indian summer.

Eight out of the ten cameras that MPB gave us the pricing history for are more expensive today than they were in late 2023. The X100 series' closest rivals, Ricoh's GR series, have followed in its slipstream – with the GR III, GR IIIx (which has a 40mm equivalent focal length, rather than 28mm) and GR II all fetching higher second-hand prices now than 18 months ago.

A slightly more surprising case is the Panasonic Lumix LX100 II, which I think is an excellent camera but is now approaching seven years old. It's now 18% pricier than in October 2023, according to MPB's data. No wonder rumors persist that Panasonic could be one day launch a full-frame version.

The final lesson of this data? Maybe don't buy a second-hand compact camera during the summer months – if this year follows the same path as above (which it may not), now is a good time to get ahead of the seasonal price rises.

UK: Ricoh GR II and Sony RX1R Mark II on the rise

In the UK, the biggest second-hand price rises among X100VI rivals have been the Ricoh GR II (now around 13% pricier than in October 2023) and Sony RX1R Mark II, which isn't in the graph above as its high price would break the scale.

You could buy Sony's fixed lens full-frame compact (which launched back in 2015) in 'excellent' condition on MPB for £1,899 in 2023, but high demand means it'll now set you back £2,219 (a 17% rise).

That's not too far off its original £2,600 asking price, which explains how revered its 35mm f/2 lens and 42.4MP sensor are – and also how popular premium compact cameras have become.

The Sony RX1R II (above), which turns ten years old this year, has seen its used prices rise in the US and UK in the past year, but it also stretches the definition of 'compact'

Like in the US, the Fujifilm X-Pro 2 (but not the newer X-Pro 3) has also seen its second-hand price rise since the X100VI landed. It's now around 17% more expensive to buy used than in late 2023, unlike the X-Pro 3 which has had reported screen issues and saw its price drop slightly during the same period.

Interestingly, there wasn't the same summertime rise in used prices during mid-2024 as there was in the US, which suggests that other factors like low stock have been a factor. Also, only five out of the 10 cameras above are pricier now than at the start of the period in the UK, which means the X100VI effect hasn't been quite as pronounced there.

Still, the relatively stable nature of premium compact prices – particularly as the average age of the cameras above is well over six years old – shows that it's a very popular space, even as the best camera phones continue to take impressive strides that were once expected to make compacts obsolete.

What I'd buy instead

Buying a premium compact camera is a more personal decision than buying a bigger camera. Unlike larger workhorses, they're designed to be characterful companions that are all about pure fun – like a two-seater sports car that you tear around country lanes. This also means your mileage may vary.

As much as I love the Fujifilm X100 series – I made the Fujifilm X100V our number one compact camera back in 2022, despite reservations about calling it 'compact' – I find its fixed, 23mm lens too much of a restrictive stumbling block, despite its handy crop modes. That also rules me out of the Fujifilm X70, another premium compact that's now more expensive to buy used than when it launched in 2016.

Because I prefer longer focal lengths, I've considered the Ricoh GR IIIx and its 40mm lens. But the lack of a viewfinder puts me off. Which brings me to small mirrorless cameras with interchangeable lenses, like the Fujifilm X-E and X-T series.

(Image credit: Future | Tim Coleman)

These are no longer 'compact' cameras, but they're small enough for a large jacket pocket and to become part of my daily carry. With a Fujifilm X-E5 rumored for this year (which makes the X-E4 a bit less appealing), my choice would be the Fujifilm X-T50. You can buy one new for $1,399 / £1,299 or on $1,249 / £1,019 on MPB, although I've recently seen its new prices drop below £1,000 in the UK.

The X-T50 is effectively a mini version of my X-T5 and, for me, would be the ideal travel camera given I already own small primes like the 35mm f/2 and 50mm f/2. It's also roughly the same size and weight as the X100VI, albeit a fair bit deeper with a lens attached. Still, that's a small price I'm willing to pay for interchangeable lenses.

The Ricoh GR IIIx (above) is still a great option for those who want a truly pocketable alternative to the X100VI with a 40mm lens, but rumors of a GR IV model for 2025 persist. (Image credit: Future)

But that's by no means the best option for everyone. TechRadar's Cameras Editor Tim Coleman has a different plan: "Years back I bought a Ricoh GR IIIx instead of the Fujifilm X100VI's predecessor (or the latest iPhone), because it offered the best image quality from a camera that easily slips into a trouser pocket. Size mattered most of all, because I wanted a camera with me all the time to build a habit of taking pictures" he told me.

"Despite also being a premium compact, an X100 camera was simply too big for my purposes – I didn't want a camera that I had to build into my routine. That said, I used the GR IIIx and X100VI side-by-side last year, and I wish my camera had some of the X100VI's skills – its autofocus is poor by comparison, nor does it have a flash, a viewfinder or a tilt touchscreen.

"I'm still happy that I opted for the GR IIIx, I just wish it was more refined like the X100VI. If I was buying again today, I'd have my fingers crossed for an improved Ricoh in the same mould – a potential GR IV that addresses my snag list".

What's next? The premium compact camera rumors for 2025

The other big impact of the Fujifilm X100VI is that it's seemingly awakened other camera giants to the popularity of retro compact cameras – according to the rumor mill, at least.

A camera's development cycle is usually around two years, so it isn't surprising that the X100VI remains unique (outside of the stunning, but painfully expensive, Leica Q3). But there's a chance it could get more competition in 2025.

One of the most likely sources is OM System, which was formerly Olympus. It recently launched the rather lovely OM System OM-3 and has seemingly been dropping hints that a new version of the classic Olympus Pen-F is in the works. That really would be an X100VI rival – but given it's been rumored for years, I'm not holding my breath.

A successor to the Olympus Pen-F (above) would definitely be a strong X100VI rival, but it's been rumored for so long it's reached mythical status.

Another camera to file in the same category is the Ricoh GR IV. While the demand for a successor to the five-year-old Ricoh GR III is certainly there, the rumors have gone worryingly quiet. Those who want a truly pocketable camera with a big sensor, plus modern autofocus, will be hoping the speculation picks up soon.

Recently, we've been hearing whispers from the likes of Canon Rumors that a Canon EOS RE-1 – a retro-styled model based on the Canon AE-1, which has long been regarded as one of the best film cameras – is coming in either late 2025 or early 2026. But it's more likely to be a pricey, full-frame camera like the Nikon Zf rather than a direct Fujifilm X100VI rival.

Even more up in the air is the possibility of a Sony RX1R III. The usually reliable Sony Alpha Rumors said in early 2025 that it still had "no definitive confirmation that a new full frame fixed lens camera will be announced in 2025", merely that the camera isn't impossible because Sony execs have said the RX line isn't yet complete. Right now, there are no concrete reasons to expect it, which is a shame.

• Check out the latest Camera rumors for 2025: the new gear we're expecting soon from DJI, Sony, Canon and more

A successor to the Fujifilm X-E4 (above) looks increasingly likely this year, even if it wouldn't be a direct alternative to the X100VI due to its interchangeable lenses. (Image credit: Fujifilm)

All of which means that the most likely source of an X100VI alternative this year is Fujifilm itself. Sadly, it seems a Fujifilm X-Pro 4 is still a little way off, but a more likely arrival from our list of the most exciting cameras of 2025 is the Fujifilm X-E5.

That camera has been rumored for mid-2025 alongside a mysterious half-frame model. The X-E series have interchangeable lenses and aren't as premium as the X100 series, so are a slightly different beast – but an X-E5 could represent a more affordable alternative for some.

Then there's the rumored Fujifilm GFX100RF, which appears to be a super-powered X100VI with a 100MP medium format sensor and a price tag to match (most likely higher than the $3,999 / £3,499 / AU$6,499 asking price of the GFX50S when it landed in 2022).

In short, there's still nothing quite like the Fujifilm X100VI – and that's likely to remain the case for much of 2025. That means we can expect the used prices of rivals like the cameras above to remain high. But at least some competition, in the form of new premium compacts and small mirrorless cameras, is now on the horizon, and that's good news for this unlikely cameras renaissance.

You might also like

• Where to buy the Fujifilm X100VI: current delivery estimates and the best retailers
• The Fujifilm X100VI is my first ever camera – here are five things it's taught me about photography that my smartphone can't
• My favorite camera of 2023 wasn't a Sony or Canon, it was this pricey compact

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This week Apple announced the date for WWDC 2025, Marvel teased its massive Avengers: Doomsday cast, and Nintendo held what's set to be its last Switch direct before the Nintendo Switch 2 releases.

To catch up on all that and all our picks for the week's 7 biggest tech stories scroll through this page so you'll be ready for next week's big announcements.

Once you're done, read our picks for 7 new movies and TV shows to watch this weekend (March 28).

7. Apple set a date for WWDC 2025

(Image credit: Apple/Future)

It's been an interesting few weeks for Apple with several new products and an official delay to the AI-infused Siri, but this week, we got the office dates for the 2025 World Wide Developers Conference.

More commonly referred to as WWDC 25, Apple's weeklong conference at which it normally debuts its next-generation platforms and software will kick off on June 9, 2025. As we've come to expect, Apple will host a 'Special Event' on day one, which will be the week's main keynote.

It's safe to expect Apple's CEO Tim Cook, many other executives, and product leads to showcase all the new features and operating systems. We're expecting iOS 19, iPadOS 19, the next version of macOS, watchOS, tvOS, and the software that powers AirPods and HomePod.

• Read more: Apple just announced WWDC 2025 starts on June 9

6. Avengers assembled for Doomsday

(Image credit: Marvel Studios)

After teasing a big announcement, Marvel has revealed the entire, 27-strong cast for Avengers: Doomsday, and it’s full of heroes including familiar MCU Avengers like Anthony Mackie as Captain America, Letitia Wright as Black Panther, Paul Rudd as Ant-Man, and Simu Liu as Shang-Chi, as well as some soon to be heroes like the Fantastic Four’s Ebon Moss-Bachrach (The Thing), Pedro Pascal (Mr. Fantastic), Vanessa Kirby (Invisible Woman) Joseph Quinn (Human Torch). Oh, and Robert Downey Jr. as Doctor Doom.

There were also a few surprises, like Tom Hiddleston returning as Loki, Lewis Pullman as Sentry, and Tenoch Huerta Mejia as Namor – the latter of whom were set up as antagonists the last time we saw them in the Thunderbolts* trailer and Wakanda Forever, respectively.

And then some big shocks like Patrick Stewart, Ian McKellen, James Marsden, Kelsey Grammer, Channing Tatum, Alan Cumming, and Rebecca Romijn – all of whom will reprise their roles as Mutants from the X-Men universe. Their inclusion and some lighting have led many to speculate the movie might adapt to the Avengers vs X-Men storyline.

There were plenty of absent Avengers – including these 17 we most want to see – but Marvel has said, “There’s always room for more,” in response to a post on RDJ’s Instagram suggesting the film might be even more packed than it already is.

• Read more: Marvel has revealed the full, 27-strong cast for Avengers: Doomsday

5. We tested the Canon PowerShot V1

(Image credit: Tim Coleman)

Canon confirmed the global availability of its PowerShot V1 vlogging compact camera, which was announced last month for Japan only, alongside unveiling the new EOS R50 V, and we had already had our hands on the V1 ahead of the announcement.

We reckon the PowerShot V1 outshines the few rivals it has for video: the Sony ZV-1 II, the DJI Osmo Pocket 3, and Canon's own PowerShot G7X Mark III, chiefly because it packs a larger 1.4-inch sensor, reliable autofocus, decent optical stabilization, together with a suite of video features that include a built-in ND filter and cooling vents for unlimited 4K record times.

However, the V1 isn't perfect, and we've identified a few drawbacks during hands-on time. All being said, our first impressions are very favorable, and this is one of the best vlogging cameras for beginners. You can learn more in our hands-on review.

• Read more: Our Canon PowerShot V1 review

4. Netflix added HDR10+ support

(Image credit: Shutterstock)

This week Netflix announced that it's adding support for the HDR10+ advanced HDR format which is supported by TVs from the likes of Samsung, Panasonic, Hisense and TCL.

You’ll need a Netflix Premium account to access HDR10+. Netflix said that initially, it will be available on 50% of "eligible viewing hours," but it plans to have HDR10+ support on every HDR movie and show by the end of the year.

This is great news for owners of the best Samsung TVs and best Samsung phones, because these don't support Dolby Vision HDR – the only premium TV brand that doesn't.

HDR10+ and Dolby Vision are superior to regular HDR (officially called HDR10) because they can support a wider dynamic range to make the most of today's brighter and bolder TVs, but they can also embed scene-by-scene tone mapping – meaning that instead of your TV having to work how best to get all the detail out of a super-dark or super-bright scene, this information is included in the video stream.

Basically your supported Netflix content should look a heck of a lot better now on Samsung screens.

• Read more: Netflix adds HDR10+ support – great news for Samsung TV owners, but don't expect LG and Sony to do the same any time soon

3. OpenAI unveiled image generation for 4o

(Image credit: Generated by ChatGPT)

This week OpenAI unlocked image generation in ChatGPT, which promises more convenience (because it’s baked into the app rather than being its own thing) and better results than the other AI image generators out there,

In demos, the Open AI team showed off text that is actually legible and not a weird jumble of scribbles, which makes the tool ideal for creating infographics and it can generate an image from a photo you provide as context, not just from a written prompt.

However, it's already getting into trouble as people ask the AI to convert their pictures into the distinct aesthetics of South Park, SpongeBob, and Studio Ghibli movies.

The results are undeniably impressive, but not only does it continue to raise concerns about AI taking artists' livelihoods, but it’s also making many of us ask the question of how ChatGPT knows what the ‘Studio Ghibli’ and these other properties’ styles look like, as that would suggest it has been trained on copyrighted material.

Perhaps in response to these criticisms, we’ve found it’s now much harder to make ChatGPT copy an artist's style directly – it now refuses and creates more generic-looking works instead.

• Read more: I refuse to jump on ChatGPT’s Studio Ghibli image generator bandwagon

2. Nintendo held the Switch’s last direct

(Image credit: Nintendo / Future)

With the Nintendo Switch 2 debuting in just a couple of days at its own dedicated Direct on April 2, Nintendo gave its predecessor one final hurrah with the handheld’s last Direct presentation. It was full of game announcements and updates on titles we already know about.

Pokémon Legends Z-A made an appearance, where we learnt about the new Z-A Royale battle mode, a twist on the classic Gym Challenge. We also got to check out gameplay from the upcoming Metroid Prime 4: Beyond, which saw Samus exploring a jungle planet. Finally, there was the surprise reveal of Tomodachi Life: Living the Dream, which, for many of us, was the star of the show.

There’s also the Nintendo Today mobile app which has already alerted people to the premiere date for The Legend of Zelda live action movie, and the new Virtual Game Cards which will allow you to share your digital games between consoles like a real cartridge.

• Read more: All Nintendo Switch games announced at the March 2025 show and our reactions as it happened

1. Google finally gave is a Pixel 9a release date

(Image credit: Philip Berne / Future)

The Google Pixel 9a was announced in mid-March, but almost immediately, Google delayed the phone’s sale and only gave us a vague “April” release date. No specific official reason for the delay was given except that it was a “component quality issue,” but one leaker blamed heating problems around the camera module – though, take what they had to say with a pinch of salt.

Regardless of the reason, the Pixel 9a now has a release date. It will arrive in the US, UK, and Canada first on April 10th, followed by Europe on April 14th and Australia and Asia on April 16th.

When it does land the new Pixel 9a will cost $499 / £499 / AU$849 for 8GB of RAM with 128GB of storage, and comes in four colors: Obsidian black, Porcelain white, Peony pink, and Iris lavender.

• Read more: Google Pixel 9a delay ends – here's when you'll be able to buy one

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