Categories
Computing

Forget An iMac: This HP Workstation Is a Fraction of The Price Today

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Sure, your eyes might gaze at the Apple iMac longingly but it’s super expensive, especially when you’re on a tight budget as a student heading back to school soon. That’s why we’re highlighting the HP All-in-One 24-df1036xt as part of the HP back-to-school sale. An all-in-one desktop, it’s a smart-looking device that will fit into your dorm room nicely, giving you all the benefits of a desktop PC without taking up quite as much room as a traditional tower setup. Normally priced at $800, you can snap it up for just $700 as part of the HP sale. You’ll need to be quick though as stock is strictly limited and the sale won’t last forever. Let’s take a look into why you need this system.

HP has always had a good reputation for offering some of the best all-in-one computers and the HP All-in-One 24-df1036xt is no different here. Amongst the best desktop computers in the price range, it has an 11th-generation Intel Core i5 processor, 8GB of memory, 256GB of speedy SSD storage, plus 1TB of regular hard drive space for storing files. Alongside all that, it’s all built inside a 23.8-inch full HD display so there’s plenty of room for you to see what you’re doing.

Everything about the HP All-in-One 24-df1036xt has been designed with convenience in mind so even if your dorm room or apartment is pretty small, you’ll be able to find room for this system. It has conveniently placed ports that help keep cords out of the way so your space feels clean and uncluttered at all times. With a three-sided micro-edge display, you can see more of the screen with other neat touches like a pop-up privacy camera that you can close when you’re not using it.

It’s even possible to remove the panel in three simple steps so if you feel like upgrading your hardware at a later date, you can. That’s great future-proofing in case your budget grows and you’re keen to get hands-on with your system.

The HP All-in-One 24-df1036xt will last you throughout school without a problem. It’s great if you don’t get on with laptops and simply prefer more screen space for your money.

Ordinarily priced at $800, you can buy the HP All-in-One 24-df1036xt for just $700 for a limited time only as part of the HP back-to-school sale. You won’t want to miss out on this one.

More computer deals

If you’re heading back to school soon, we’ve got some fantastic offers rounded up for you. Whether you’re keen to check out the best back-to-school laptop deals, or you’re thinking about going a little cheaper than this great HP workstation by indulging in one of the many Chromebook deals out there, or even if you’re thinking about checking out the laptop deals for some added portability, we’ve got you covered. Keep on reading to find the right deal for you.

We strive to help our readers find the best deals on quality products and services, and we choose what we cover carefully and independently. The prices, details, and availability of the products and deals in this post may be subject to change at anytime. Be sure to check that they are still in effect before making a purchase.

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Editors’ Choice




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Categories
Game

R2-D2 is now a Tamagotchi you’ll forget about

R2-D2 might be the most beloved character in the entire Star Wars universe. But some might change their tune about the adorable droid if he becomes too annoying in his latest form: a Tamagotchi.

Disney and Bandai have teamed up to bring Artoo to the pockets of fans who don’t mind training, cleaning and looking after a needy, digital version of the droid wherever they are. The egg-shaped R2-D2 Tamagotchi will be available in two color schemes. There’s a mostly white model that looks like the droid, and a transparent blue model. As you might expect from a Tamagotchi, you’ll interact with the toy using three physical buttons.

There are 19 skills for Artoo to learn. You’ll need to keep him charged and clean. Unlike with other Tamagotchis, you won’t have to clear up any poop from R2-D2 (he’s a droid, after all). A Lucasfilm spokesperson told Engadget that if R2-D2 sits for too long, he’ll accumulate dust. You can clean that away with the press of a button.

There are nine mini-games you can play with him, including firefighting and Star Wars staple Dejarik (or holochess). If you don’t keep the droid happy, some Jawas might arrive to take him away.

Star Wars R2-D2 Tamagotchi

Bandai/Disney

We’re long removed from Tamagotchi’s heyday. The digital pet was everywhere in the late ’90s and early 2000s until it plummeted out of the cultural zeitgeist. There have been other Tamagotchi crossovers. A model based on Neon Genesis Evangelion hit the US earlier this year. A Star Wars collaboration might help revive the brand, but surely a model based on Grogu (aka Baby Yoda) from The Mandalorian would have been a better fit. 

Pre-orders open for the R2-D2 Tamagotchi at midnight ET on August 3rd. The toy will arrive on November 11th.

Update 8/2 5:30PM ET: Added confirmation from Lucasfilm that R2-D2 does not poop and instead accumulates dust.

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Categories
Computing

Forget Prime Day: Dell XPS 13 Laptop Deal Can’t be Beaten

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Every year, Prime Day deals offer some of the best opportunities for laptop upgrades, as shoppers enjoy significant savings when buying from Prime Day laptop deals. However, if your wallet is ready and you can no longer wait for Amazon’s annual shopping event, you might want to check out this discount for the Dell XPS 13. Dell is selling the laptop for just $800, after a $100 discount to its original price of $900.

The Dell XPS 13 sits on its throne among Digital Trends’ best laptops for 2021, so you can’t go wrong if it’s your choice for your next machine. The laptop is equipped with the 11th-generation Intel Core i5 processor, 8GB of RAM, and Intel Iris Xe graphics card, which makes it powerful enough for multitasking between several apps at a time without any hint of slowdowns. Meanwhile, its 13.3-inch Full HD display looks stunning with vibrant colors and extreme clarity, with the experience of browsing websites and watching streaming content made more enjoyable by the 80.7% screen-to-body ratio.

Whether you’re planning to use it for work or school, the Dell XPS 13 will prove to be a very reliable companion. The laptop comes with a 256GB SSD for storage, which is ample space for your essential software and important files, and a webcam that delivers sharp video in all areas of the frame through its four-element lens. If you’re always on the go, the Dell XPS 13 will be able to keep up with its extreme durability, with a battery that’s capable of lasting a full day. The laptop’s dual fans and heat pipes, meanwhile, make sure that it stays cool and running at peak performance, even after hours of non-stop usage.

If you need a new laptop but you can’t wait for Prime Day, you should take advantage of this offer for the Dell XPS 13. You can buy the machine from Dell at $100 off, lowering its price to just $800 from its original price of $900. It’s unclear how long the deal will last though, so if you need to upgrade your laptop to the Dell XPS 13 as soon as possible but you don’t want to pay full price for it, you should click that Buy Now button immediately.

We strive to help our readers find the best deals on quality products and services, and we choose what we cover carefully and independently. The prices, details, and availability of the products and deals in this post may be subject to change at anytime. Be sure to check that they are still in effect before making a purchase.

Digital Trends may earn commission on products purchased through our links, which supports the work we do for our readers.

Editors’ Choice




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Categories
AI

Facebook’s new technique helps AI systems forget irrelevant information

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Facebook says it has developed an AI technique that enables machine learning models to only retain certain information while forgetting the rest. The company claims that the operation, Expire-Span, can predict information most relevant to a task at hand, allowing AI systems to process information at larger scales.

AI models memorize information without distinction — unlike human memory. Mimicking the ability to forget (or not) at the software level is challenging, but a worthwhile endeavor in machine learning. Intuitively, if a system can remember 5 things, those things should ideally be really important. But state-of-the-art model architectures focus on parts of data selectively, leading them to struggle with large quantities of information like books or videos and incurring high computing costs.

This can contribute to other problems like catastrophic learning or catastrophic interference, a phenomenon where AI systems fail to recall what they’ve learned from a training dataset. The result is that the systems have to be constantly reminded of the knowledge they’ve gained or risk becoming “stuck” with their most recent “memories.”

Several proposed solutions to the problem focus on compression. Historical information is compressed into smaller chunks, letting the model extend further into the past. The drawback, however, is “blurry” versions of memory that can affect the accuracy of the model’s predictions.

Facebook Expire-Span

Facebook’s alternative is Expire-Span, which gradually forgets irrelevant information. Expire_span works by first predicting which information is most important for a task at hand, based on context. It then assigns each piece of information with an expiration date such that when the date passes, the information is deleted from the system.

Facebook says that Expire-Span achieves leading results on a benchmark for character-level language modeling and improves efficiency across long-context workloads in language modeling, reinforcement learning, object collision, and algorithmic tasks.

The importance of forgetting

It’s believed that without forgetting, humans would have basically no memory at all. If we remembered everything, we’d likely be inefficient because our brains would be swamped with superfluous memories.

Research suggests that one form of forgetting, intrinsic forgetting, involves a certain subset of cells in the brain that degrade physical traces of traces of memories called engrams. The cells reverse the structural changes that created the memory engram, which is preserved through a consolidation process.

New memories are formed through neurogenesis, which can complicate the challenge of retrieving prior memories. It’s theorized that neurogenesis damages the older engrams or makes it harder to isolate the old memories from newer ones.

Expire-Span attempts to induce intrinsic forgetting in AI and capture the neurogenesis process in software form.

Expire-Span

Normally, AI systems tasked with, for example, finding a yellow door in a hallway may memorize information like the color of other doors, the length of the hallway, and the texture of the floor. With Expire-Gan, the model can forget unnecessary information processed on the way to the door and remember only bits essential to the task, like the color of the sought-after door.

To calculate the expiration dates of words, images, video frames, and other information, Expire-Span determines how long the information is preserved as a memory each time a new piece of data is presented. This gradual decay is key to retaining important information without blurring it, Facebook says. Expire-Span essentially makes predictions based on context learned from data and influenced by its surrounding memories.

For example, if an AI system is training to perform a word prediction task, it’s possible with Expire-Span to teach the system to remember rare words like names but forget filler words like “the,” “and,” and “of.” By looking at previous, relevant content, Expire-Span predicts if something can be forgotten or not.

Facebook Expire-Span

Facebook says that Expire-Span can scale to tens of thousands of pieces of information and has the ability to retain less than a thousand bits of it. As a next step, the plan is to investigate how the underlying techniques might be used to incorporate different types of memories into AI systems.

“While this is currently research, we could see the Expire-Span method used in future real-world applications that might benefit from AI that forgets nonessential information,” Facebook wrote in a blog post. “Theoretically, one day, Expire-Span could empower people to more easily retain information they find most important for these types of long-range tasks and memories.”

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Categories
Computing

How to Forget a Network on a Mac

It’s convenient that our laptops quickly remember familiar networks without having to ask for permission to connect, but sometimes you want to forget a network manually. For example, if you’re having a hard time with your office or home Wi-Fi, sometimes all you need to do is remove the network from your Wi-Fi settings and then reconnect. This guide will show you how to forget a network on a Mac in three easy steps. We’ll be using the newest version of MacOS (Big Sur) in our guide, but the steps are the same for most versions of MacOS.

Step 1: Open network preferences

First off, go ahead and mouse up to your Finder bar, then click your Wi-Fi icon. This will open a list of all your nearby Wi-Fi networks. From here, click on Open Network Preferences at the bottom of the list.

This is where you’ll find all the advanced settings for your Mac’s networked devices.

Alternatively, you can get here by clicking the Apple icon in the top-left corner, then selecting System Preferences > Network. Both options work fine.

Step 2: Open advanced settings

How to forget a network in MacOS

Here you can add and remove network adapters, turn Wi-Fi off or on, and configure the settings for your individual Wi-Fi networks — whether you want to automatically connect to particular networks or ask to join new networks. This is also where you can see your network IP address, which can be helpful for diagnosing other network issues. Keep this menu in mind in case forgetting a network doesn’t fix your Wi-Fi woes, as it contains useful information for further troubleshooting. That being said, all we will be doing here is clicking on the Advanced button down at the bottom and moving on to our final step.

Step 3: Remove the network

How to forget a network in MacOS

After clicking the Advanced button, you will see several options and preference windows, but you don’t need to worry about these. This advanced menu allows you to add networks by hand. Additionally, you can use it to monitor network hardware settings, get TCP/IP settings, or access your Mac’s individual Wi-Fi address. If you use different Wi-Fi networks daily, you can customize their order by clicking and dragging.

Removing a network from this list is an easy task. Simply click the network, and then find the Minus icon at the bottom of the list. When you select the icon, your Mac will eliminate the network from the list.  

If you’re still having problems, try restarting your computer and reconnecting to the Wi-Fi network. You can consult one of our other guides to try other troubleshooting protocols for issues that won’t go away with a simple restart. Continued problems are likely the result of a bigger problem. 

If you are still using an older version of macOS, you’ll want to take a look at our instructions on how to upgrade to MacOS Big Sur.

Editors’ Choice




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Categories
Tech News

Forget Vantablack, this ultra-white paint is the brightest ever

The whitest paint ever created is being shown off with glaring results, and could one day help significantly reduce cooling costs for cities in extreme climates. The ultra-white paint is the handiwork of a team of engineers at Purdue University, and reflects a huge 98.1-percent of sunlight – enough, in some conditions, to actually cool surfaces below ambient conditions.

Typically, “heat rejecting” paints that are billed as helping reduce the degree of air conditioning buildings require in order to remain comfortable inside don’t actually cool the building. Rather, they focus on preventing them from heating up passively, by reflecting large amounts of the energy from the sun.

This Purdue paint, however, goes further than that. In tests with infrared cameras and boards treated with the ultra-white paint, they showed that the sections it covered were actually lower in temperature than the surrounding conditions. That’s because it not only reflects visible light, but infrared heat too.

The team behind it is no stranger to making exceptionally white paint. In fact, they made headlines last year with a previous iteration, which at the time could reflect 95.5-percent of sunlight.

We’re not talking a small degree of cooling, either. Obviously the paint would have to be applied to a considerable area of the building, but if that could be done then the potential upside to power use is considerable.

“If you were to use this paint to cover a roof area of about 1,000 square feet, we estimate that you could get a cooling power of 10 kilowatts,” Xiulin Ruan, a Purdue professor of mechanical engineering, explains. “That’s more powerful than the central air conditioners used by most houses.”

It’s not the first attempt to go to extremes with paint, of course, though arguably its finishes at the opposite end of the scale which are more notorious. Vantablack, for example, is one of the darkest materials known, capable of absorbing up to 99.965-percent of visible light. However it’s not so much a paint as a chemical vapor deposition process, where tiny vertical tubes – that each capture light rather than reflecting it – are effectively “grown” on a substrate.

This ultra-white paint is different, however. Two factors combine to produce the finish, firstly the high concentration of barium sulfate, which was found to be highly reflective. The individual particle of barium sulfate, meanwhile, are different sizes. “How much each particle scatters light depends on its size,” the researchers explain, “so a wider range of particle sizes allows the paint to scatter more of the light spectrum from the sun.”

While there are obviously potential benefits here for buildings in hot conditions, the paint also works even in low temperature environments. At night, for example, the surfaces treated were up to 19-degrees Fahrenheit cooler than their ambient surroundings. In an outdoor test with wintery conditions of 43 degrees Fahrenheit, the paint lowered the treated surface by 18 degrees Fahrenheit compared to the ambient.

Importantly, the technique used to create the paint is compatible with existing commercial paint production, the Purdue team says. It “can potentially handle outdoor conditions” like commercial paint too, they claim. Attempts to make it even more white will take its toll on that factor, however, since more particle concentration leads to greater breaking and peeling.

A paper on the formulation has been published today, and the paint is currently going through the patent process ahead of possible commercialization.

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Categories
Tech News

Zoom is crazy successful — but did it forget its brand?

“Buy Zoom.” That’s what a good friend of mine told me he’d instructed his investment broker to do last March. I was impressed and irked.

Why had I lacked the foresight and why had he not tipped me off? 12 months later, his monetary investment is probably equal to the number of hours I’ve spent on the video conference platform. My ROI? A stronger contact lens prescription, his… well, best not think about it.

Zoom is the ultimate overnight success, a victor of circumstance. Imagine Facebook’s 2006-08 growth charts, then concertina them into a single week. Friday, March 20th, 2020: a handful of us had Zoom’d. Friday, March 27th: hands up who hadn’t?

This accelerated awareness is the stuff of an entrepreneur’s dreams, and it’s hard to imagine it will happen again. The circumstances are chance.

But with product ubiquity and a billion-dollar valuation around the corner, has Zoom really got anything to worry about? Yes, I would argue. And it comes down to brand.

To control, or not to control?

Here’s a thing, Zoom is now a verb. I’ll wager Miriam-Webster’s will rubber-stamp it in their annual update. Entering the dictionary is a kind of marketing erotica: brand managers breathily utter names like Hoover, Biro, or Google in conference rooms around the world.

But entering the vernacular is dangerous, particularly if you don’t own the narrative that accompanies it.

For Zoom, the phrasing is mostly pejorative; zoom fatigue, zoom hell, back-to-back Zooms. The platform is becoming the scapegoat for our dysfunctional home life; for boundaries being crossed and toilet breaks lost.

Brand building is about controlling the narrative. Unfortunately, when a business explodes onto the scene without one, it can be hard to rewrite the one it’s handed. But why does it matter?

Simply put, it makes Zoom vulnerable to a new, more empathetic alternative. Most established utility companies know how hard it is to retain consumers now adept at switching with just a few clicks.

Digital startups that undergo rapid growth often overlook brand narrative. I’d go as far as saying some roll their eyes at the importance of it — believing ‘if the product is good enough, it’ll market itself’.

I’ll concede this might be true, up to a point. Disruptors also get disrupted, and without a solid brand narrative, it can get ugly — just ask Facebook or WeWork.

If your product is your brand, there’s little defense when a storm rolls in. And as sure as nature, it will. It might be an economic downturn, regulation, a rogue exec, or just a better product. Whichever, you need to control your brand narrative and use it to retain people.

How do you create a powerful brand narrative?

The first thing is to align on a mission, a reason for being: To democratize information (Google); A computer on every desk, every home (Microsoft); Connect the world’s professionals (Linkedin).

But don’t stop there. Now load the mission with humanity and manifest it in the product, the company, and the marketing. This involves truly understanding people’s needs and wants.

This is a human-centric approach and it’s the absolute foundation of a brand narrative. Your product will bring people in, but it’s the humanity of the company that will keep them there; particularly if you’re investing in the newest generation of consumers.

Defining the brand and the narrative can easily be deprioritized — but don’t let it happen!

If there’s one thing the pandemic taught product owners and marketers, speed of response matters. I can tell you first hand that those businesses who knew their narrative, knew how to respond instantly. Consumers embraced them, flocked to them in some cases. Those who didn’t took months to respond, and it has hurt their business. 

Zoom will be worth billions by the time this article is published and many employees will pocket life-changing cheques. It’s a remarkable story, but it doesn’t end with the IPO. Brands have been known to outlive their original products, but products without brands get unstuck at some point.

I mean… when did you last Skype?

Published March 12, 2021 — 11:16 UTC



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Categories
AI

Forget user experience. AI must focus on ‘citizen experience’

Tech giants and their AI-powered digital platforms and solutions can affect the destinies of world leaders, nation states, multinational corporations, global stock market, and individuals alike.

The creators of major digital platforms as well as the designers and developers of ubiquitous AI systems treat individuals as mere users, customers, or data points, oftentimes completely ignoring the individual’s role and rights as a citizen.

As a result, the individual users and customers are removed from the societal context with appalling consequences. The individual can unconsciously become a misinformation-spreading user. A misinformed customer can turn into a violent insurgent. Or she can be treated unfairly by a biased AI system while applying for a job or updating her insurance policy.

Why citizen experience design?

Now, as the societal impact of AI solutions is becoming obvious, their effects, as well as their design and development principles need to be considered from the point of view of citizens and society.

Already today, we’re seeing amazing work done in uncovering the effects of biased AI systems and their impact on various fields from healthcare to scientific research and from criminal justice to financial services. Simultaneously, we’ve been witnessing positive developments around data rights and practices.

But the regulation of tech companies, such as GDPR or data governance initiatives, isn’t enough. Similarly, the emerging field of algorithmic auditing doesn’t yet have sufficient means to directly affect AI development and its practices. Neither are the current AI ethics boards changing the course of AI development on a larger scale fast enough.

The most effective and sustainable impact on the field of AI will only be achieved by ensuring that the design and development of AI solutions is concretely guided by citizen-centric values and principles.

Previously, “citizen experience” has been seen as belonging solely to the field of public service. But no more. Today, we need a thoughtful citizen-centric approach that belongs to the general toolbox of every AI designer and developer.

Concretely, we need AI companies, data scientists, and designers that think and act citizen-first. We need citizen experience experts that bring the societal understanding into the core of product thinking, design, and development.

How to start thinking about citizen experience design for AI

So how can we create a basis for sustainable practice of citizen experience design that truly aims to create AI solutions that take into account the individual as a citizen, belonging to a wider fabric of society?

First, citizen experience design needs to be a multidisciplinary effort, bringing together social sciences, data science, and design. Data literacy and algorithm literacy are required for citizen experience design, i.e. concretely understanding the pros and cons of different data, and being able to assess the applications as well as potential effects of different algorithms. And this literacy can only be achieved by multidisciplinary approach.

Second, citizen experience design should help designers and developers to think of individuals as user-citizens and consumer-citizens. Citizen experience design should provide concrete tools for considering individuals as real people living in a real world, thus allowing a company to assess its product decisions in a wider societal context. Such tools would enable deeper user experience and customer experience design and data science practices.

Third, citizen experience design should affect all the elements of product design and development, from use cases and goal setting to applied metrics and user interface design, and from data pipelines and selection of AI technologies to user research and analytics. 

And fourth, the principles of citizen experience design must be created together with citizens. The co-creative practice will surface new insights that bring the citizen concretely into the center of things as an active force.

The founding principles of citizen experience design

It all starts with this: AI practitioners acknowledge the individual’s status as a full-fledged citizen and treat and respect her accordingly. AI solutions are never considered in the vacuum of a single product or platform.

Here are some concrete suggestions for further iteration:

AI systems should be designed and developed to guard the rights of the citizen. Algorithms are created in a responsible and transparent way. The AI system doesn’t treat citizens unfairly or endanger their immunity or integrity based on who they are.

A citizen’s data is handled and processed safely and responsibly. Personal data is not collected unnecessarily or used without explicit consent. Likewise, the citizen has to be made aware when she is interacting with, or being affected by, an AI system. An AI system should never try to fool or manipulate the citizen, for example by presenting itself as a human being or by optimizing a recommendation system for unhealthy addictive behavior.

When the citizen perspective is taken into account from the start, personal control of data must be thought of as a fundamental feature of any digital product. As the citizen’s rights to privacy are at the center of things, unnecessary AI-powered surveillance systems are out of the question.

AI systems should not promote behavior that violates any existing laws or the rights of other citizens. AI systems must respect the existing legislation and good manners. In short, AI designers and developers, or their AI solutions, do not decide independently what’s good, fair, or acceptable or what is lawful.

Citizen experience design empowers practitioners to proactively consider their solutions in the societal context through continuous dialogue with experts from different fields. AI solutions — recognized as socio-technological systems that are seamlessly intertwined with society — are continuously monitored, assessed, audited and iterated to mitigate potential problems or conflicts of interest early on.

AI systems should allow people to educate themselves about the use and effects of AI. When individuals are treated as full-fledged citizens, they also have to be held accountable for their use of AI solutions. For this, new citizenship skills are needed, including adequate data literacy, algorithmic literacy and digital media literacy. This requires effort both from citizens and AI practitioners. For example, the citizen could observe her data trails or exposure to algorithmic systems in an accessible manner.

Such educational transparency helps people to understand the motives and incentives of AI systems and their creators, building trust between citizens and AI developers. A citizen-centric and societally aware design informs citizens and empowers behavior and safety mechanisms that, for example, make harmful information operations easier to detect, mitigate, and even prevent.

A founding principle

Ideally, citizen experience design for AI should be a founding principle that concretely guides the design and development of AI solutions, not something that is used to assess or iterate the system retrospectively.

When looking at the big picture, it’s clear that citizen experience design will create new opportunities for AI innovations because the existing products as well as future solutions can’t ignore the individual’s multifaceted role as a citizen.

The core principles of citizen experience design must be created and iterated together. Let’s start today.

Jarno M. Koponen is Head of AI and Personalization at Finnish media house Yle. He creates smart human-centered products and personalized experiences by combining UX design and AI.

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