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In an increasingly-connected world where data is collected and shared, privacy has become ever-more important to people. If you are of that mind, you may have enabled the Do Not Track (DNT) setting in your web browser in the hope that it will stop the websites you visit from tracking your online activities. Bad news: it probably makes no difference whatsoever.

This might be something you knew already, but research by privacy-focused search engine DuckDuckGo -- which famously does respect DNT requests -- found than more than three-quarters of people were not aware of that that many sites ignore DNT settings.

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Microsoft's in-house game development division has undergone a rebranding. Previously known as Microsoft Studios, the division's new moniker is Xbox Game Studios.

Made up of a total of 13 game studios purchased by Microsoft over the years, and the division's corporate vice president, Matt Booty, promises that they are all "working hard to deliver incredible exclusives, original IP and all-new chapters from your favorite franchises".

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At the end of last month, BetaNews shared with you that System76 was preparing to release a refreshed version of its Darter Pro laptop. This computer features a large 15.6-inch display and a rather thin and light body. There are many useful ports too, such as USB-C/Thunderbolt 3, USB-A, gigabit Ethernet, an SD Card slot, and both HDMI and DisplayPort for video. If you are a Linux user, the new Darter Pro really looks like a home run. System76 even managed to fit a number pad on the right side of the keyboard -- a much desired feature for many consumers.

We reported that the laptop would become available for purchase on February 5, and thankfully, that proved to be correct. Yes, dear Linux users, you can finally buy the new Darter Pro. Pricing is very competitive, starting at just $999!  Best of all, by purchasing a System76 computer, you are supporting a longtime contributor to the Linux community.

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Mastering Linux Security and Hardening is a comprehensive guide to preventing your Linux system from getting compromised.

This book from Packt Publishing has extensive coverage of techniques that will help prevent attackers from breaching your system, by building a much more secure Linux environment.

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If you are like me, there is a good chance that you are confused as well about the most recent terminology to use in the field of data science … pardon, artificial intelligence … no, I mean data science. No, I mean artificial intelligence. Please, somebody tell me what I should call it and what the difference is!

Isn’t artificial intelligence just a new cool name to label the old traditional data science? Don't both concepts cover the same algorithms? And isn’t it all machine learning anyway? This is what I used to think until I took a pause to write this post. During this breather, I went back in time and tried to remember all the names that used to be used to label this field of what essentially is data analytics. Let’s see …

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Most organizations are currently in the process of investigating, planning, or deploying artificial intelligence (AI) implementations, but there’s a problem: businesses -- or even AI designers -- don’t understand how or why the AI arrived at a specific decision. This is a big hurdle for businesses who want to begin relying on AI-based dynamic systems for their decision making. In fact, a recent PwC survey found that 37 percent of executives said ensuring AI systems were trustworthy was their top priority, and 61 percent would like to create transparent, explainable, and provable AI models.

The need for transparent, explainable AI goes beyond individual business preferences. Interpretability, fairness, and transparency of data-driven decision support systems based on AI and machine learning are serious regulatory mandates in banking, insurance, healthcare, and other industries. In addition, regulations like GDPR’s right to explanation clause or the upcoming California Consumer Privacy Act will compel businesses to know what their AI algorithms are thinking. The solutions to these issues of trust and explainability typically have been to stick with simpler models, improving transparency at the expense of accuracy. From my perspective, understanding how to create trust -- more so than creating transparency -- in AI is going to be crucial to success.

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Widely regarded as the greatest football coach of all time (much to the chagrin of NFL fans outside of New England), Bill Belichick has now 'enjoyed' six Super Bowls as coach of the Pats (plus two more as Defensive Coordinator for the Giants) and led the Pats to three-fourths of AFC Championship games (including a record-setting 8 consecutive trips).

But what’s really made Belichick great is his belief that you shouldn’t just "run what we run," but that you should game-plan specifically for each opponent. This means the strategies and actions they employ are based on what they expect each specific opponent to do. And if things aren’t working as planned, they switch it up and adapt (Belichick is the master of in-game adjustments). Here’s a few examples:

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Facebook said some time ago that it would be bringing an "unsend" option to Facebook Messenger, giving users the ability to delete messages they change their mind about.

Today is the day this feature finally appears with the addition of a new "Remove for everyone" option. While this will be welcomed by Facebook Messenger users, it will not please everyone; as well as there being a time limit on when messages can be deleted, there is no stealth deletion option as all chat participants are informed when a message is removed.

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To coincide with Safer Internet Day, search giant Google is launching two new tools to help users detect if their username and password have been compromised.

Google's own research published today shows that many people still reuse passwords. The new tools are designed to raise awareness of account issues.

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There are many companies making PC accessories and peripherals these days, and yeah, many of them are quite good. With that said, the market is flooded with low-quality Chinese offerings too -- it is easy to be attracted to the low cost of some no-name company's mouse or keyboard, for instance, but you will likely regret your purchase quickly when buttons malfunction or it stops functioning entirely. This is why I recommend sticking to a reputable and proven brand like Logitech.

Logitech G is that company's gaming brand, and today, it announces four new gaming headsets. Yes, four! Is that mad? No, because there is a very specific reason to have so many new models -- it can meet the needs of all gamers regardless of budget. In other words, they all come in at various price points -- with differing features, of course. The G332 is a basic stereo model, while the other three offer 7.1 surround sound.

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New research commissioned by Google, carried out by Harris Poll and released to coincide with Safer Internet Day suggests there is a gap between perception and reality when it comes to online security.

The majority of people (69 percent) give themselves an A or B when it comes to protecting their online accounts -- only five percent give themselves a D or an F. In fact, most people (59 percent) believe that their accounts are safer from online threats than the average person and 61 percent say they are too smart to fall for a phishing scam.

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It is a few months since Flickr announced major changes to its free accounts, and today is the day the impact starts to be felt.

Users unwilling to upgrade to a Flickr Pro account are now limited to storing 1,000 photos online, and any images above this number will be deleted starting today. Anyone who hasn't downloaded or backed up their photos risks losing them forever.

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If you're experiencing problems downloading updates from Windows Update, don't worry -- it's not just you.

Windows 10 users started to complain about problems with Windows Update last week after their computers displayed the message "We couldn't connect to the update service". While it initially appeared to be an ISP-related DNS issue, the problem was later determined to be with Microsoft. Despite an apparent fix, many people are still unable to download updates.

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Nowadays, it isn't uncommon for a company to have several locations that need to communicate regularly. Not to mention, more and more folks are working from home. Ultimately, remote meetings are absolutely essential. And yet, it still isn't the great experience it should be. Believe it or not, in 2019, having a remote meeting in a conference room is still a clunky and awkward affair.

Today, Logitech unveils a new device that it hopes will make remote meetings in conference rooms a much more pleasant and easy experience. Called "Tap," it looks like a wedge-shaped tablet, but actually, it is not a standalone device. Tap connects to either a Windows 10 or Chrome OS computer and essentially manages USB-connected accessories, such as a webcam. It can even be mounted to a wall if you'd like -- it can sit on a table too, of course. Best of all, it is compatible with many platforms, such as offerings by Google, Microsoft, and Zoom.

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The head of Instagram has announced plans to introduce "sensitivity screens" in the wake of concerns about the spread of photos of self-harm on the image-based social network.

Adam Mosseri says that Instagram will use image-blurring similar to that used on Facebook to hide graphic content. The move comes in the wake of the suicide of a British teenager, the parents of whom said self-harm images on Instagram were a contributing factor.

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