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‘Positive workplace culture starts with respect, trust and communication’

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Leeanne Patterson discusses her role in the HR space and how organisations can develop a healthy and happy company culture.

“My interest in HR peaked during my studies in college,” Leeanne Patterson, the head of human resources at TCS Letterkenny Global Delivery Centre, told SiliconRepublic.com. 

After completing her degree in business studies, she decided to delve deeper into the world of HR, completing a postgraduate diploma at the National College of Ireland.

“I have always had a genuine interest in people and how organisations can create cultures where individuals and teams thrive.

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“I began my career building strong foundational experience across core HR disciplines, including business partnering, talent acquisition, performance management, employee engagement, compensation and benefits, reward and recognition, and working closely with leaders and employees to support growth, change and development.”

How does it feel to have TCS named as a Top Employer in Ireland by the Top Employers Institute?

It’s fantastic and something that we are very proud of. Recognition like this reflects and validates the consistent effort our teams put into creating a supportive, inclusive and engaging workplace. Importantly, it reflects an external assessment of our practices, not just our intentions, but also includes feedback from our own employees in the north-west region, Dublin and throughout the country.

Being named a Top Employer in Ireland reinforces our commitment to continuous improvement and sets a benchmark we hold ourselves accountable to every year.

How can organisations ensure that they are creating a positive and productive atmosphere for their employees?

A positive workplace culture starts with respect, trust and clear communication, ensuring that employees feel comfortable sharing ideas and voicing concerns. In Ireland, where community and connection are so important, it’s essential that organisations take the time to understand what matters to their people, both professionally and personally. Putting people first and supporting flexibility, work‑life balance and wellbeing is also critical.

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I am particularly passionate about creating and supporting health and wellness that is core to a company’s workplace culture. Prioritising physical and mental health with wellness programmes reduces burnout and increases productivity. Good health is good business.

Diversity and inclusion enhance creativity, improve decision-making and drive innovation by leveraging varied perspectives. Inclusive workplaces boost employee engagement, trust and retention while attracting top talent, as many candidates prioritise diverse environments.

Does TCS have any initiatives or programmes aimed at creating a strong culture?

Yes, culture is at the heart of everything we do at TCS Ireland. We actively promote inclusion, collaboration and belonging through a range of initiatives, from employee engagement, employee resource groups, CSR initiatives and wellbeing programmes to upskilling in key capabilities, leadership development and mentoring.

At TCS, employee wellbeing is particularly embedded into the fabric of the organisation. I am particularly proud of the multiple programmes we have in place to support healthier lifestyles, work-life balance and online counselling sessions for better mental health. Our culture is built around shared values, but it’s lived locally, shaped by the communities in which our people work and live. We actively promote, but we also participate and encourage. It’s not just a ‘nice to have’, it’s a necessity.

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How is training utilised as a means of building a responsive and responsible culture?

Learning and development are central to our approach in Ireland. We view training not just as a way to build skills, but as a way to empower our people and reinforce our values. Through continuous learning opportunities, employees are supported to adapt to change, grow their careers, and contribute responsibly to our clients and communities.

Training also plays a key role in ensuring consistency, accountability and high standards across all our Irish teams. Continuous learning is a way of life in TCS and employees are encouraged to make use of the extensive learning and certification opportunities.

What kind of talent does TCS typically look to bring onboard?

Individuals with high emotional intelligence, proactive individuals who are solution-driven and candidates with an enthusiasm for learning.

In Ireland, we look for people who are curious, collaborative and eager to learn. While technical capability is important, we place equal value on attitude and mindset. We seek individuals who are open to working with global teams, but who also understand the importance of local context – people who want to build long‑term careers while contributing positively to their communities, including regions like the north-west.

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Have you any advice for a new recruit looking to join TCS on how to present themselves as an attractive candidate?

My advice would be to be yourself and show genuine interest in who we are as a company. Research TCS Ireland, understand our values and think about how your own experiences align with them. Illustrate how you are motivated by making a difference and driving tangible results. Highlight your adaptability, your willingness to learn and any examples where you’ve worked collaboratively or made a positive impact, whether through work, study or community involvement. We’re proud to attract talent from across Ireland, and we’re always interested in potential, not just past experience. 

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Here’s what a touchscreen Mac may be like

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For years, Apple has been rumored to be bringing native touch functionality to the Mac. A new display gives us an early look at what that may be like, for better and worse.

Recently, I got an early look at the Aspekt Touch, a new monitor from Alogic. This isn’t the first touchscreen monitor from the brand, but the tilt functionality combined with macOS Tahoe gives early impressions about how a first-party solution could be implemented.

Feel free to check out Mike’s initial hands-on of the Aspekt Touch, but here’s the high-level. It’s a 32-inch 4K display that is also able to house a Mac mini in the bottom of the stand, and it can tilt nearly flat to be used more comfortably as a touchscreen.

A skeptic, early

I’m conflicted about the idea of a touchscreen Mac. I’ve been a detractor for ages, agreeing with Apple’s official stance that the iPad is the best touchscreen computer.

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Modern adjustable desktop computer with a large tilted touchscreen on a white desk, accompanied by a keyboard, mouse, potted plants, and soft background lighting

Aspekt Touch tilted back

By and large, I haven’t felt the need for a touch interface on my Mac. Recently, though, that’s started to change.

I’ve gone from using my iPad and the Magic Keyboard over to my Mac and inadvertently kept poking at the display. If the iPad can get trackpad functionality, why can’t we get supplemental touch functionality on the Mac?

After a lot of thought, I think what matters is the approach. Based on current rumors, that approach could be what sets it apart.

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Over on iPad, it is designed as touch first, with cursor support added for certain users when it makes sense. On the Mac, it will still be cursor first, with touch added as a supplemental interaction method.

Hand using the touchpad on a slim black keyboard attached to a tablet displaying a photo gallery, on a clean white desk

Magic Keyboard for iPad Pro

During Windows’ push toward touch-first design, the UI was watered down to accommodate it. The result was a hodgepodge interface that felt smashed together, inconsistent, and didn’t seem to work well.

As long as macOS remains macOS, I think there could be some potential here, and it has been fun to explore with the Aspekt Touch.

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Aspekt Touch monitor brings touch to macOS, with caveats

Alogic provides a simple driver package to add touch support to the Mac. You download the installer and grant it a few permissions, and you’re ready to go.

Person pointing at a computer screen showing accessibility or gesture settings with blue highlighted options and a sidebar list of apps and controls

Alogic’s software to enable and customize the touch controls

Once done, I could just start tapping away on the large 32-inch screen. I could scroll through Safari, zoom by pinching in and out, and even initiate a right-click.

Using the stylus was a solid experience, too. Any capacitive stylus will work, but Alogic has its own with some extra features.

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Hand using a digital stylus on a graphics tablet, selecting tools and reading an on-screen help tooltip in a photo editing or design software interface

Hover support on the Alogic stylus

The stylus supports hover effects, so as I work in Affinity, I can see tooltips appear over the different tools. When you flip the stylus around, you can use the other side as an eraser to erase what you’ve drawn.

The stylus supports varying degrees of pressure, and I didn’t seem to have any issues with palm rejection.

Person touching a computer monitor displaying a photo of unboxed electronics, including a small black device and white accessories, on a desk with a tropical beach desktop background

Zoom in and out by pinching in Safari

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When you dig into the Alogic app, you can fine-tune your experience. You can customize the touch effects on a per-app basis to get very granular in how you interact with macOS.

Overall, it’s a solid experience for being added with a third-party plugin. However, a native experience would need to go even further.

Liquid Glass arrives in macOS Tahoe

The problem with the non-native experience is that it’s cobbled together piecemeal from different existing macOS features. There’s no native touch layer that works universally, and many UI elements aren’t designed for touch.

Person using a large desktop touchscreen, dragging a blue circle over a tech review website, with gadget photos on-screen and a bright beach wallpaper surrounding the browser window

The magnifier effect

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For example, when using the zoom feature, many times it just initiates the magnifier from the accessibility settings. This gets the job done, sure, but not in the way I expected.

I also struggled tapping certain elements, like when editing in Affinity or Pixelmator. The sheer number and size of items made it hard to tap the exact one, especially if I was trying to move with any degree of urgency.

Close-up of a hand using an iPad control center, tapping Bluetooth and WiFi settings, with part of a potted plant blurred in the background

Liquid Glass is easy to touch

My biggest takeaway was how great Liquid Glass was. The UI elements that were skinned with Liquid Glass were easier to tap and felt more natural.

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This offers an early glimpse of how touch functionality might be implemented. Liquid Glass may be divisive, but it suggests a more consistent cross-platform experience, and that includes touch support.

I’d also love to see native support for Apple Pencil. I don’t draw, but I do edit a lot of photos, and Apple Pencil is great for getting that done on iPad.

Hand holding a stylus draws bold black squiggles and strokes on a white digital canvas displayed on a tablet or computer screen

The Alogic stylus still has lag when drawing or writing

The Alogic stylus has noticeable lag, which is hardly ideal. I’d like to think that an Apple first-party implementation wouldn’t have that issue, just as it doesn’t on iPad.

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Other Apple Pencil features could also debut, like the squeeze gesture to open up a tool palette or maybe something specific for Mac. I’d love it if I could squeeze the Apple Pencil Pro and see a collection of my favorite shortcuts to quickly run.

Probably not a 2026 experience

My biggest concern is that if touch is added, it needs to complement macOS. It shouldn’t try to replace what’s already there.

At the moment, it appears the first touchscreen Mac will be the redesigned M6 OLED MacBook Pro. Clearly, a keyboard and trackpad will be front and center to that experience.

Hand reaching toward a large horizontal computer monitor displaying a technology website, on a bright desk with keyboard, mouse, speakers, plants, and a tropical beach wallpaper in the background

Touching macOS Tahoe

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That means we won’t be getting an iPad form factor running macOS, at least any time soon. I think that’s a good thing, but opinions vary amongst the AppleInsider staff, given that the Magic Keyboard with trackpad exists.

We’ll likely have to wait a bit longer to see though, as recent rumors say Apple’s redesigned MacBook Pro, first slated for the end of 2026, is now likely going to ship in early 2027. This isn’t because of developmental reasons, but rather component shortages that are plaguing the industry.

I’m still a bit skeptical here on whether macOS needs touch support or not. After using it for the last couple of weeks, I’m at least leaning towards more “for” than “against” at the moment.

Maybe we’ll get a clearer picture come WWDC with the preview of macOS 27. We’ll find out soon.

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Samsung's chip profit jumped nearly 50-fold in a single year, execs warn the shortage will get worse

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Operating profit in semiconductors climbed to 53.7 trillion won ($36.15 billion) for the January – March period, up sharply from 1.1 trillion won a year earlier. The figure accounted for roughly 94% of Samsung’s total operating profit of 57.2 trillion won. Revenue rose 69% year over year to 133.9 trillion won.
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Musely secures $360M from General Catalyst without giving up equity

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Musely, a direct-to-consumer telemedicine platform, has secured over $360 million in non-dilutive capital from General Catalyst’s Customer Value Fund (CVF).

The company specializes in compounded treatments for skin, hair, and menopause care. Musely co-founder and CEO Jack Jia told TechCrunch that when CVF investors reached out to him last year, he wasn’t looking to raise capital.

That’s because Musely, which was founded in 2014 as a wellness community before pivoting to prescription skincare in 2019, has been cash flow positive for years, he said. Jia didn’t want to reduce his ownership in the company by selling off a chunk of it to VCs. They frequently approached him about a potential round and he consistently turned them down, he said.

But unlike traditional venture capital, CVF wasn’t looking to take an equity stake, nor was it offering a loan that would carry interest rate charges. Instead, CVF’s alternative financing is similar to a tiny revenue-share agreement: Companies with predictable revenue streams borrow capital, and then repay the funds along with a fixed, capped percentage of revenue it generates from the use of General Catalyst’s fund.

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Although Jia was initially skeptical, he quickly realized CVF’s terms were more favorable than a standard bank loan and far less costly than a dilutive equity round.

“When I mathematically modeled it, I found this absolutely compelling,” he said.

While Musely has been growing its revenue on average 50% year-over-year and has served over 1.2 million patients, acquiring new customers for DTC brands like Musely can be very costly, Jia explained. “When you become a billion-dollar revenue company, you need another billion in order to grow to the next billion,” he said. “That’s why most of the DTC companies, if you look at the capital burn, it is huge.”

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The funding from CVF solves this problem, providing Musely with a capital war chest to support its customer growth. The funding will support sales, marketing, and other customer acquisition efforts.

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Musely joins a CVF portfolio that includes Grammarly, Lemonade, and Ro. The fund maintains its own distinct limited partners, and the capital it invests was not included in General Catalyst’s last $8 billion fundraise.

Unlike many of its peers, Musely has been remarkably capital-efficient. After raising $20 million from DCM and other investors in 2014, the company has not raised a single dollar of equity capital since, according to Jia. Musely allows patients to access prescription products through asynchronous consultations with board-certified dermatologists and OB-GYNs.

When you purchase through links in our articles, we may earn a small commission. This doesn’t affect our editorial independence.

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Salesforce launches Agentforce Operations to fix the workflows breaking enterprise AI

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Enterprise AI teams are hitting a wall — not because their models can’t reason, but because the workflows underneath them were never built for agents. Tasks fail, handoffs break, and the problem compounds as organizations push agents deeper into back-office systems. A new architectural layer is emerging to address it: workflow execution control planes that impose deterministic structure on processes agents are expected to run.

One of the companies bringing this to the forefront is Salesforce, with a new workflow platform that turns back-office workflows into a set of tasks for specialized agents to complete. Users can upload their processes or use one of the set Blueprints provided by Salesforce, and Agentforce Operations will break it down for agents. 

Salesforce senior vice president of Product, Sanjna Parulekar, told VentureBeat in an interview that the problem is that many enterprise workflows are not built for agents. “What we’ve observed with customers is that a lot of times, the brokenness in a process is probably in your product requirements document,” Parulekar said. “So when that’s uploaded into a product, it doesn’t quite work. We can optimize it and cut out some things and replace it with an agent.”

Without this control panel layer, enterprises could risk deploying agents that increase cost rather than fix their workflow problems.

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Making the workflow work for agents, not just humans

Enterprises deploying agents are learning a costly lesson: Their workflows were designed around human judgment gaps, not machine execution. Processes that evolved through years of workarounds — loosely defined steps, implicit decisions, coordination that depends on individuals knowing what to do next — break when agents are asked to follow them literally.

Even with all of an enterprise’s context at its fingertips, AI systems will have difficulty completing tasks if it is not clear what it’s supposed to do. 

Parulekar said her team found that focusing on what makes the process tick and breaking it down into more explicit steps and workflows makes the system more deterministic. Then, when platforms like Agentforce Operations introduce agents, those agents already know their specific tasks.  

“It forces companies to rethink their processes and introduces observability into the mix because of the session tracing model in the system,” she said.

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Parulekar said human checks can be built into the system, so the process is more transparent.

What makes this approach different from other workflow automation offerings is that it doesn’t rely on agents to decide what to do next; the system does. Unlike more traditional automation tools that route tasks and agents on probabilistic decision-making, this enforces execution on a more pre-defined, deterministic structure.

The problem it introduces

Codifying a workflow doesn’t fix a broken one. If a process has flawed steps, encoding it for agents locks in the problem at scale. And once workflows are distributed across agents, the challenge shifts from execution to governance: who owns the process, who validates it, and how it evolves when business conditions change.

It puts the onus on teams to take a hard look at what works for them and what doesn’t.

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Organizations need to consider that, along with the execution control plane offered by platforms like Agentforce Operations, someone should be made responsible for task completion and success. 

Brandon Metcalf, founder and CEO of workforce orchestration company Asymbl, told VentureBeat in a separate interview that the key to both humans and agents following a workflow is a shared goal. 

“You have to understand the goal or the agent or human won’t complete the task successfully,” Metcalf said. “Someone has to manage that outcome that has to be delivered. It can be a person or an agent.”

The bottleneck has moved. As Metcalf framed it, the question is no longer whether agents can reason through a task, it’s whether the workflow underneath them is coherent enough to execute. For enterprises that built their processes around human judgment and institutional memory, that’s a harder fix than swapping in a smarter model.

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Magnetic Induction Heats Water | Hackaday

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Producing hot water off-grid is a surprisingly energy-intensive activity, and although it looks simple on its surface it can get quite complicated especially when used in large scale for something like providing hot water for an entire home. When using combustion to heat the water there needs to be proper venting as well as control of the fuel, and even storage of the hot water needs to be meticulous to avoid certain pathogens. [Greenhill Forge] has built an off-grid solution for heating hot water that doesn’t necessarily rely on any combustion, though, provided he can find something to spin his custom electric machine.

The machine in question is, of course, an induction heater. It works similar to any simple electric motor, generator, or transformer except in this case the eddy currents generated are exploited rather than minimized. Normally these currents, generated when a magnet passes by a metal, are wasted heat in other machines but in this induction heater it’s the goal. The machine’s stator is built from copper tube wound in a spiral which allows water to flow through and absorb heat. The tube is soldered into one electrically solid mass to maximize the eddy currents. The rotor is taken from a previous generator built by [Greenhill Forge] which holds the permanent magnets.

During the initial tests using a power drill to drive the generator, he was able to heat 1.5 liters of water from 7.9C to about 24.4 C in three minutes. The math works out to providing 575 watts of power to the heater, and with something that could spin the generator faster it might have the potential to provide around 14.5 kW. Provided that there’s a source of energy around, such as a wind or water turbine, this could be a fairly sustainable way of generating hot water in off-grid situations. Some of [Greenhill Forge]’s other projects are centered around this idea as well, like one of his builds which uses waste sawdust to heat his workshop with a custom-built stove.

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Ubuntu infrastructure has been down for more than a day

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Servers operated by Ubuntu and its parent company Canonical were knocked offline on Thursday morning and have remained down ever since, a situation that’s preventing the OS provider from communicating normally following the botched disclosure of a major vulnerability.

Attempts to connect to most Ubuntu and Canonical webpages and download OS updates from Ubuntu servers have consistently failed over the past 24 hours. Updates from mirror sites, however, have continued to work normally. A Canonical status page said: “Canonical’s web infrastructure is under a sustained, cross-border attack and we are working to address it.” Other than that, Ubuntu and Canonical officials have maintained radio silence since the outage began.

A decades-long scourge

A group sympathetic to the Iranian government has taken credit for the outage. According to posts on Telegram and other social media, the group is responsible for a DDoS attack using Beam, an operation that claims to test the ability of servers to operate under heavy loads but, like other “stressors,” are, in fact, fronts for services miscreants pay for to take down third-party sites. In recent days, the same pro-Iran group has taken credit for DDoSes on eBay.

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Spotify unveils verified badge to distinguish humans from AI

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Last year, Spotify removed more than 75m spam tracks from its platform.

The world’s biggest music streaming platform, Spotify, does not ban AI-generated music, but does admit that it finds it hard to detect it.

In its latest attempt to tackle growing AI spam on the platform, Spotify is introducing a vetted artist verification badge to help users identify human-made music from AI-generated ones.

Fraudulent music distribution is especially an issue for the platform, whose total artist payouts have grown from $1bn in 2014 to $10bn in 2024. However, artist payout per stream has reduced on average since 2021, further incentivising spam music to increase earnings.

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Artists who receive this verification badge are understood to show consistent listener activity and engagement, compliance with Spotify’s policies and signal a human artist behind the account. The company said that it would also look for off-platform presence such as concert dates and social media accounts.

It added that at launch, “profiles that appear to primarily represent AI-generated or AI-persona artists are not eligible for verification”.

The new badges will begin rolling out in the coming weeks, Spotify said. These will appear next to artist names in search, represented with a light green checkmark icon.

“In today’s music landscape, the concept of artist authenticity is complex and quickly evolving, and we’ll continue to develop our approach over time,” Spotify said in a blogpost on 30 April.

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“At launch, we have ensured that more than 99pc of the artists Spotify listeners actively search for will be verified, representing hundreds of thousands of artists – the majority independent – spanning genres, career stages and geographies.”

The company already has a number of other features, including ‘expanded song credits’, ‘about the song’ sections and AI credits, which help listeners find more information about the artists they listen to.

The new standards for verification, according to the company, would be paired with human reviews to identify “real artists” behaving in good faith, Spotify said. It also has an AI impersonation policy, as well as mechanisms to “better” stop fraudulent music distribution.

Last year, Spotify said that it removed more than 75m spam tracks from its platform. It acknowledged that AI is used by bad actors and content farms to create deepfakes and spam to deceive artists, pushing “slop” into the ecosystem. Spam tactics also include mass uploads, duplicates, SEO hacks and artificially short track abuse.

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The verification badge comes after publisher Sony Music requested the removal of 135,000 songs by fraudsters impersonating its artists on streaming services.

Meanwhile, direct-to-fan music platform Bandcamp took a more aggressive approach in January by outright banning songs “generated wholly or in substantial part by AI”.

“Any use of AI tools to impersonate other artists or styles is strictly prohibited,” the company said in a post on Reddit. Spotify, however, allows artist impersonations as long as consent is provided.

Last October, Spotify’s founder and CEO Daniel Ek stepped down from his role and became the company’s executive chair in January.

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Galway’s Orreco signs up with MLS Innovation Lab

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Orreco uses AI, computer vision and biomarker data to optimise athlete performance, predict injury risk and accelerate recovery, according to the company.

Galway-based athletic bio-analytics company Orreco is to participate in the third edition of Major League Soccer (MLS)’s Innovation Lab, the North American professional football league’s initiative striving to advance the next generation of sports technology.

Orreco uses AI, computer vision and biomarker data to optimise athlete performance, predict injury risk and accelerate recovery, and is “trusted by elite teams and athletes across major leagues worldwide”, according to the company.

The programme cites key areas of focus in attempting to evolve technology around football as fan engagement, media technology and on-field development. MLS said it has chosen five AI-focused companies for the lab to “deploy solutions designed to address real challenges across the soccer ecosystem, creating a direct pathway from innovation to implementation”.

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“It’s a privilege to be chosen for this year’s MLS Innovation Lab cohort and to play a role in advancing both MLS and the global game,” said Dr Brian Moore, co-founder and CEO of Orreco.

The company said its team includes 20 PhDs and that the team has published more than 400 peer-reviewed scientific papers. It works with elite athletes “to optimise performance, accelerate recovery and extend playing careers” in sports such as football, basketball, ice hockey, American football, golf and motor racing.

The company said it was selected for the initiative – which will allow the participants to test and scale their technologies in real-world MLS game environments – “following a rigorous evaluation process which vetted hundreds of companies from around the world”.

The other participants chosen for the upcoming cohort are Springbok Analytics, which uses AI to transform scan data into detailed 3D muscle analytics; Fit:Match, a player identification and assessment platform that uses mobile devices, AI and computer vision to capture detailed body data; Advanced Image Robotics, which aims to make broadcast-grade sports video production more accessible using AI-powered robotic camera systems; and WMT AI Ticketing, which claims to optimise pricing and distribution in real time by analysing fan behaviour, demand and market dynamics.

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Chris Schlosser, MLS senior vice-president of emerging ventures, said: “With each new cohort, MLS Innovation Lab continues to surface technologies that have the potential to meaningfully impact how the game is played, experienced and consumed.

“This group represents a strong mix of real-world AI technologies that can have immediate impact across athlete performance, television production and fan-focused innovation.”

Orreco was founded in 2010 by sports scientist Moore and haematologist Dr Andrew Hodgson. The company utilises applied physiology, biostatistics and cognitive computing to better inform coaches, medical teams and athletes with actionable insights that help improve performance.

In January, the company acquired British Olympian Jessica Ennis-Hill’s ‘Jennis’ women’s health and performance platform. At the end of 2025, Orreco raised $4m in a funding round that included participation from Enterprise Ireland and television personality and billionaire investor Mark Cuban, as well as athletes and existing investors.

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Microsoft’s Xbox Mode Is Now Available For All Windows 11 PCs

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Microsoft is rolling out Xbox mode to all Windows 11 PCs, bringing a full-screen Xbox PC app interface similar to Steam’s Big Picture Mode. “Some players in select markets will be able to download the Xbox mode experience today, with availability expanding to more players in those markets over the next several weeks,” says the Xbox team. The Verge reports: Xbox mode aims to try and bridge the gap between Xbox consoles and Windows, but its original debut felt like a beta on the Xbox Ally devices. “Since first introducing Xbox mode, formerly known as ‘full screen experience,’ on Windows handhelds, we’ve been listening closely to player feedback and continuing to evolve the experience across devices,” says the Xbox team. “Those learnings directly shaped Xbox mode on Windows 11 PCs.”

Microsoft is also rolling out improvements to the Xbox Ally X handheld today, including a preview of its Auto SR upscaling technology. Xbox console owners are also getting a new dashboard update today, with the ability to disable Quick Resume on individual games and a feature to add custom colors to the dashboard.

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Google Photos’ New AI Tool Will Help You Picture Yourself in All Your Clothes

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Just last night, I was scrolling through endless Pinterest boards and online sites to find a dress for my best friend’s engagement party. I was deep into scrolling before deciding to just wear something I already have. So I went to my Photos app on my phone and started scrolling to see what formal outfits I’ve worn in the past for inspiration. 

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If you find yourself doing this often (I do it at least once a week), a new Google Photos AI feature might help with this by cataloging the clothes you’re wearing in photos saved to the app. From there, it will organize your clothes into a digital collection, so you can style, mix and match and try on clothes virtually. 

The Google Photos wardrobe feature is rolling out this summer, first to Android and then iOS.

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How Google’s AI-driven wardrobe feature works

The wardrobe feature uses AI to scan the photos in your camera roll to create a digital closet based on pieces you’ve worn in the past. With this saved collection, you can filter by category, such as “jewelry” or “tops” to find that one particular item. 

Google also seems to be taking a page from Pinterest with the ability to create digital mood boards. Rather than pulling out your entire closet and trying on 10-plus outfits that you send to your friends to see what they like best, you can use the wardrobe feature to mix and match items into outfit ideas that you can then save to a shareable mood board. You can save these mood boards for different categories or occasions, like “wedding guest” or “work outfits.” 

With the wardrobe feature, you’ll also be able to “try on” clothes virtually to save time getting dressed. You can select clothing items saved in your collection, then click “Try it on” for a preview of how it will look on your body. Something to keep in mind is that the AI doesn’t really know what size clothes are or how they’re cut, so it’s at best a rough approximation of how any particular article will fit on a particular person.

Last year, Google released an AI-powered try-on feature in Search. But that feature was only for clothing you were shopping for and did not already own. The technology works by having an AI image generation model like Nano Banana to generate a guess at what you might look like in those clothes. Google said it won’t use the images you upload for the try-on feature for AI training, use it for other Google services or sell it to third parties. 

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CNET’s Abrar Al-Heeti tested the Search try-on feature last year and found it would, in fact, generate bare arms to show off a sleeveless dress. A similar feature on the Samsung Galaxy S26 and Google’s Pixel phones, called “Find the Look,” adds this function to Circle to Search. That means you can take a screenshot or a photo and get an idea of what you might look like wearing it.

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