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Turning the promise of AI into a reality for everyone and every industry

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Turning the promise of AI into a reality for everyone and every industry

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Artificial intelligence (AI) has come a long way in the past few years. But for AI to truly fulfill its promise, it needs to do one more thing. It needs to be easy to use. This is just as important as all the computational and technical components that make AI happen in the first place.

AI is at the stage where it’s ready to be in the hands of everyday people. It’s in the same place that computers were more than 40 years ago, when Apple envisioned an easy-to-use, low-cost personal computer for the average consumer, then made that vision a reality.

It is not until we follow Apple’s lead and apply those lessons to AI that it will take off and fulfill its almost-boundless potential. We need to demystify AI and make it practical to use for everyone. On the enterprise side, we need to make AI simple for companies and their employees to adopt into their workflows. This will be a game-changer for the adoption of AI going forward.

In its current form, AI is too inscrutable. There are too many grandiose use cases and too few data scientists to make them a reality. So, to most people, AI is a technology always on the horizon. We need a new generation of integrated, out-of-the-box solutions that make it easy for everyone to tap into the power of AI and enjoy all its benefits.

Today, AI is primarily the playground of an elite group of technology behemoths, companies like Google and Microsoft, which have invested billions in developing and using AI. If you look beyond those companies, AI is often underutilized in other industries, whether it be manufacturing, education, retail or healthcare.

Vast amounts of data are generated by all these industries but AI is rarely used to analyze large sets of data and learn from the patterns and features that exist in the data. The question is, why? The answer is lack of access, understanding and skills. Most companies don’t have access to the sophisticated and costly compute resources required. And they don’t have access to the expensive and limited AI talent needed to use those resources correctly.

These are the two restraints holding AI back from mainstream adoption. But they can be solved if we make AI easy to adopt and easy to use for instant value. Here are three ways we can create an Apple-like experience for AI and bridge the gap to a future in which AI helps businesses do more than they ever imagined.

1. Leverage existing artificial intelligence work

So much AI work exists in the cloud, so it’s no longer necessary for businesses to train their AI from scratch. They can exploit the existing work. They don’t have to reinvent the wheel. They can take already-functioning AI solutions and use them to fit their own needs. But they can’t do it unless they have an easy, seamless, Mac-like interface to work with.

An illustrative example is found in the world of ecommerce, in the way that Shopify created a user-friendly, Mac-like interface that enables every retailer to easily sell products online. Retailers don’t have to know how to build their own shopping cart technology or how to integrate it with, say, their billing software. Shopify gives them all the pieces they need in one simple package. AI companies can follow this model by providing users in all industries with ready-made, user-friendly AI tools that they can use out of the box to accomplish their business needs.

2. Keep improving the AI every day

AI is able to learn and improve itself continuously. That is its genius. You know this if you own a Tesla, because almost every time you go for a drive, there is a new software update. This happens because there are millions of Teslas on the road now and all those vehicles are gathering data, which is used to improve every vehicle every day. This kind of learning and knowledge-sharing needs to happen with AI in every industry and across different applications.

3. Take advantage of the latest AI models

The AI techniques used just three or four years ago, even though they were revolutionary at the time, are now out of date. New, improved AI models and neural networks are coming all the time similar to how we as humans develop skills when learning something new and continue to develop and add new skills over our lifetime. But for AI users to take advantage of them, they need a new processor architecture and programming model with the flexibility to run both AI and non-AI algorithms.

Once this happens, we will usher in a new era of more practical and commercially viable AI products across a wide range of use cases and industries. One day soon, we will be able to overcome the existing limitations of power, complexity and cost.

Final takeaway

All businesses need to focus on what they’re good at, whether it’s building better products or better serving customers. AI can supercharge their ability to do this. It can help them operate more efficiently and, ultimately, boost profitability. AI is already streamlining workflows through advanced automation, speeding up processing via edge computing, and supercharging data analysis. At a manufacturing company, for example, AI can reduce the number of product defects. For a healthcare provider, AI can increase the accuracy of diagnoses and minimize prescription errors, thus saving lives.

We are now just scratching the surface of AI use cases. And we will go further but in order to bring the advantages of AI to every business, we need to make AI as easy to use as a MacBook. Only then will we unleash the real power of artificial intelligence. MACifying AI is truly the next leap forward.

Dinakar Munagala is CEO of Blaize.

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Microsoft Teams is finally fixing this ear-splitting annoyance

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Microsoft Teams is finally fixing this ear-splitting annoyance
Four people in a meeting room video conferencing with four remote participants.



(Image credit: Microsoft)

One of the most irritating (and slightly painful) parts of joining a Microsoft Teams call could soon be fixed by a new update.

The video conferencing service is a popular choice for many companies, meaning calls with large numbers of participants joining at the same time, and from the same location (such as a meeting room) are a common occurrence. 

However, often when multiple people join a meeting in the same room, a feedback loop is created, which causes echo, which in most cases quickly escalates to howling – with Microsoft likening the noise to when a musician holds the mic too close to a loudspeaker.

Teams’ howling

Fortunately, a new fix is coming for Microsoft Teams users. In its entry in the official Microsoft 365 roadmap (opens in new tab), the new “Ultrasound Howling Detection” describes how it aims to prevent this noise for users on Windows and Mac across the world.

Microsoft says that the update should mean if multiple users on laptops join from the same location, it will share with the user that another Teams Device is detected in their vicinity and is already joined with audio to the current meeting. 

If a user has already joined with their audio on, Microsoft Teams will automatically mute the mic and speakers of any new the person who then joins the call, hopefully putting an end to the howling and screeching feedback.

Thankfully, the update is already listed as being in development, with an expected general availability date of March 2023, so users shouldn’t have to wait too long to enjoy.

The news follows a number of recent updates largely aimed around improving the audio quality on Microsoft Teams calls using AI and machine learning.

The new updates are the result of using a machine learning model trained on 30,000 hours of speech samples, and include echo cancellation, better adjusting audio in poor acoustic environments, and allowing users to speak and hear at the same time without interruptions.

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Mike Moore is Deputy Editor at TechRadar Pro. He has worked as a B2B and B2C tech journalist for nearly a decade, including at one of the UK’s leading national newspapers and fellow Future title ITProPortal, and when he’s not keeping track of all the latest enterprise and workplace trends, can most likely be found watching, following or taking part in some kind of sport.

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Shazam! Fury of the Gods trailer breakdown: 6 thing you might have missed

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Shazam! Fury of the Gods trailer breakdown: 6 thing you might have missed
Shazam points at someone off camera in Shazam! Fury of the Gods



Shazam! Fury of the Gods lands in theaters on March 17.
(Image credit: Warner Bros.)

The final trailer for Shazam! Fury of the Gods has debuted online – and it looks even more charming, funnier, frenetic, and darker than its predecessor.

Shazam’s sequel flick arrives in theaters worldwide on March 17, so it’s about time we were given another look at the forthcoming DC Extended Universe movie (read our DC movies in order guide to find out where it’ll fit in that timeline). Luckily, Warner Bros. has duly obliged. Check it out below:

Okay, there’s some messy CGI and a slightly corny vibe about Shazam 2. But hey, the first problem can be ironed out before the superhero film takes flight, while the latter is part of what makes this movie series spellbinding (see what we did there?).

But we digress – you’re here because you want to find out what you missed from Shazam! Fury of the Gods‘ new trailer. Below, we’ve pointed out six things you might have overlooked. So, what are you waiting for? Shout “Shazam!” and let’s dive in.

1. Who are the Daughters of Atlas?

Kalypso hands Hespera the wizard's staff in Shazam! Fury of the Gods

New movie, new villains. (Image credit: Warner Bros.)

For a film centered around Shazam, we don’t actually see the titular superhero appear in the official trailer for the first 20 seconds.

Instead, we get another glimpse at Fury of the Gods‘ villains, aka the Daughters of Atlas. The powerful trio comprises the power-hungry Hespera (Helen Millen), dragon-riding Kalypso (Lucy Liu), and Athena (Rachel Zegler), the latter of whom seems particularly torn about how the sisters are going about their business.

So, why are they gunning for Shazam and his superpowered foster siblings? Essentially, when Billy Batson was gifted his abilities by Djimon Hounsou’s wizard in the film film (available now on HBO Max), one of those powers was the Stamina of Atlas. The Daughters of Atlas aren’t too happy about their father’s ability being passed down to a child, so they want to take back what is theirs – and they’ll do it so by any means necessary.

2. Mythological monsters

A dragon prepares to breathe fire at one of Shazam's fellow heroes in Shazam! Fury of the Gods

Shazam isn’t the only person taking flight in Fury of the Gods. (Image credit: Warner Bros.)

Shazam’s first DCEU outing featured some horror-imbued creatures in the form of the Seven Deadly Sins. How, then, do you go about topping (or, at the very least) matching what came before? Throw in a bunch of myth-based monsters, of course.

Kalypso’s imposing dragon is the most notable inclusion. It feature prominently throughout the trailer, and we even get an amusing Game of Thrones reference from Shazam – “Hey, Khaleesi!” – in the movie. Hey, Warner Bros. loves to mention its suite of IPs in as many of its films as possible.

But Kalypso’s wyvern isn’t the only fairy-tale-based beast we see. Minotaurs, griffons, and demonic unicorns are just three of the other monsters who’ll turn up in Fury of the Gods. Basically, don’t expect this to be an easy fight for Shazam and company to save the world.

3. You can’t get the staff these days

Hespera uses the wizard's staff as Kalypso looks on in Shazam! Fury of the Gods

“So I just point it and then what?” (Image credit: Warner Bros.)

Saving earth from a new titanic threat will be even harder when Shazam’s adoptive family are stripped of their powers, too. And it seems that the staff, which was wielded by Hounsou’s wizard in the first movie, is the key to giving and taking those abilities away.

In 2019’s Shazam!, the titular hero gave powers to his foster siblings to help him combat the Seven Deadly Sins and Doctor Sivana. They’ve still got those power in Fury of the Gods, too, but they won’t have them for long, based by what the trailer suggests.

The footage shows Freddy Freeman and Mary Bromfield being drained of their abilities by the Daughters of Atlas at various points. The trio are using the wizard’s staff to rob the teens of their powers, so it’s clearly of major importance to the movie’s main players. 

Later, we see Shazam wielding it – not before he asks the wizard to take his powers back, mind you, when he becomes convinced he can’t defeat the Daughters of Atlas. Anyway, Shazam’s brandishing of the staff suggests he needs it to boost his own abilities if he’s going to defeat the movie’s antagonists and give his siblings their powers back. Expect the staff to play a vital role in Fury of the Gods‘ plot, then.

4. Prison break

Djimon Hounsou's wizard blows som magic dust out of a prison window in Shazam! Fury of the Gods

Time to break out, Mr. Wizard. (Image credit: Warner Bros.)

In order to get the wizard’s staff, it seems the Daughters of Atlas go after Hounsou’s magic wielder to obtain it.

We see Hounsou’s character imprisoned at various points, including a shot of Hespera chastising him for giving the power of the gods to Billy, Freddy, and company. “You ripped it from our father’s core,” she tells him, which implies Hounsou’s wizard might not be as mighty and heroic as we were led to believe.

Anyway, Hounsou’s wizard interacts with Shazam later in the trailer, so he clearly escapes captivity. Whether he does so alone, or he enlists Shazam’s help – does that magic-infused dust, which he sends through his prison cell window, have something to do with it? – is unclear. Regardless, we’ll see Hounsou’s character break out at some stage.

5. Is that you, Doctor Strange?

Shazam flies past some rotating buildings in Shazam! Fury of the Gods

Where have we seen this kind of aesthetic before? (Image credit: Warner Bros.)

Remember when we said Zegler’s Athena doesn’t seem as keen to destroy earth as her sisters? That’s because, at the 1: 14 mark, we see her use her powers with a uncertain look on her face. You wouldn’t look like that if you were convinced you were doing the right thing, would you? 

Based on the fact she’s pushed away by Kalypso (using the staff no less), seconds later, it seems she’ll be swapping sides at some stage.

Interestingly, it seems the wizard’s staff can do more than give or take a person’s powers away. One perceived ability certainly has an air of the Doctor Strange/Marvel-based mystic arts about them. Just look at the Escher-style nature of how the scenery bends and folds in on itself when Athena is pushed back, and when Shazam evades numerous buildings at the 1: 44 mark. We’d be very surprised if DC and Warner Bros. didn’t take a leaf out of the MCU’s book with such an aesthetic.

6. Light the way

Shazam prepares to fight Kalypso and her dragon in Shazam! Fury of the Gods

A yellow bolt out of the blue. (Image credit: Warner Bros.)

Shazam and his fellow superheroes get a costume upgrade in Fury of the Gods. The group’s threads are more streamlined and less plastic-looking this time around, which is pleasing to see.

Fans had been worried, though, that these suits wouldn’t feature one of the first movie’s most underrated (if somewhat tacky) aspects: the glowing lightning bolt on Shazam’s chest. Shazam’s costume in the 2019 movie was manufactured in a way that allowed the bolt to physically light up, avoiding the problem of having to add awkward lighting effects during the post-production phase.

Thankfully, Shazam! Fury of the Gods‘ official trailer confirms that Shazam’s lightning bolt will glow. However, given the sleeker look of the costumes this time around, it appears that the illumination effect has been added in post. Regardless of how it’s been implemented, we’re just glad it’s a feature that’s been retained.

For more DCEU-based coverage, find out where we placed 2019’s Shazam! in our DC movies ranked article. Additionally, read up on the best superhero films of all-time or check out how to watch the Batman movies in order.

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As TechRadar’s entertainment reporter, Tom covers all of the latest movies, TV shows, and streaming service news that you need to know about. You’ll regularly find him writing about the Marvel Cinematic Universe, Star Wars, Netflix, Prime Video, Disney Plus, and many other topics of interest.

An NCTJ-accredited journalist, Tom also writes reviews, analytical articles, opinion pieces, and interview-led features on the biggest franchises, actors, directors and other industry leaders. You may see his quotes pop up in the odd official Marvel Studios video, too, such as this Moon Knight TV spot (opens in new tab).

Away from work, Tom can be found checking out the latest video games, immersing himself in his favorite sporting pastime of football, reading the many unread books on his shelf, staying fit at the gym, and petting every dog he comes across.

Got a scoop, interesting story, or an intriguing angle on the latest news in entertainment? Feel free to drop him a line.

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You can lock Chrome incognito tabs on Android now. Bring it to the PC!

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You can lock Chrome incognito tabs on Android now. Bring it to the PC!

Chrome logo on a phone with a lock image over it

Image: Deepanker Verma / Pexels


Author: Alaina Yee
, Senior Editor

Alaina Yee is PCWorld’s resident bargain hunter—when she’s not covering PC building, computer components, mini-PCs, and more, she’s scouring for the best tech deals. Previously her work has appeared in PC Gamer, IGN, Maximum PC, and Official Xbox Magazine. You can find her on Twitter at @morphingball.

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