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An introduction to hybrid multi-cloud storage – TechTarget

Much of the discussion around cloud storage has been on multi-cloud and hybrid cloud strategies, with the assumption that most IT teams choose one or the other. However, many organizations take a hybrid multi-cloud approach in which they use a private cloud in conjunction with multiple public clouds.

Hybrid multi-cloud storage can help organizations maximize their flexibility and store data in the way that best meets their requirements. It's a relatively new concept, so admins should know what it means, how to best use it and what's available from vendors.

Cloud platforms are typically categorized as either public clouds or private clouds. Public clouds are usually what people are referring to when they say "the cloud." Public clouds include platforms such as AWS, Google Cloud Platform (GCP) and Microsoft Azure. The platforms offer a variety of services that users can access over the internet. The services are typically categorized as software as a service (SaaS), platform as a service (PaaS) or infrastructure as a service (IaaS), although other variations exist.

A private cloud is a platform that an organization implements for its own private use. The platform might be deployed on premises or hosted with a third-party provider that maintains the environment for the organization's exclusive use. A private cloud delivers services in much the same way as a public cloud, although it's typically smaller in scope and geared toward the organization's specific requirements. An organization has more control over a private cloud than a public cloud, but that control comes with additional costs and administrative overhead.

Many organizations use a multi-cloud strategy for their storage requirements. At its most basic, multi-cloud means that an organization employs more than one cloud service. Beyond that, the exact meaning of multi-cloud gets a little fuzzy, with some slightly different interpretations:

Some vendors and industry pundits have adopted the term hybrid multi-cloud, which describes an environment that includes at least one private cloud and at least two public clouds.

At its core, a hybrid cloud is one that consists of both public and private clouds. It typically includes a management component for orchestrating the services between platforms, with the goal of creating a unified platform. As with multi-cloud, however, the meaning of hybrid cloud can get a little muddy, with several slightly different meanings:

Although the exact definitions vary, the idea persists that a hybrid cloud includes both public and private clouds. What's not clear, however, is the exact number of each or whether hybrid cloud can be considered a type of multi-cloud.

To help clarify this issue, some vendors and industry pundits have adopted the term hybrid multi-cloud, which describes an environment that includes at least one private cloud and at least two public clouds. As with a basic hybrid cloud, the environment relies on a management component to orchestrate the services between platforms.

Another way to describe a hybrid multi-cloud is that it includes multiple public clouds. Some sources might expand on this definition to include multiple private clouds or traditional on-premises resources, but the basic idea remains the same: It has at least one private cloud component and at least two public cloud components.

With a hybrid multi-cloud, organizations can distribute their data across multiple cloud platforms. This enables them to gain the benefits of each platform without being locked into any one of them. For example, an organization might store archive data on Amazon S3 object storage, maintain document data in Google Firestore to support a web app hosted on GCP and use their on-premises private cloud for highly sensitive data.

Organizations that take a hybrid multi-cloud approach can see several important benefits:

Despite the many advantages that hybrid multi-cloud promises, these environments have challenges. Decision-makers should carefully weigh the tradeoffs and consider the following disadvantages:

Hybrid multi-cloud is not a one-size-fits-all strategy. Here are some of the more common situations that can benefit from a hybrid multi-cloud strategy:

Many vendors now offer products that support a hybrid multi-cloud storage strategy. Here are just a few examples of the types of products now available:

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Putin to boost AI work in Russia to fight a Western monopoly he says is ‘unacceptable and dangerous’ – The Associated Press

MOSCOW (AP) Russian President Vladimir Putin on Friday announced a plan to endorse a national strategy for the development of artificial intelligence, emphasizing that its essential to prevent a Western monopoly.

Speaking at an AI conference in Moscow, Putin noted that its imperative to use Russian solutions in the field of creating reliable and transparent artificial intelligence systems that are also safe for humans.

Monopolistic dominance of such foreign technology in Russia is unacceptable, dangerous and inadmissible, Putin said.

He noted that many modern systems, trained on Western data are intended for the Western market and reflect that part of Western ethics, norms of behavior, public policy to which we object.

During his more than two decades in power, Putin has overseen a multi-pronged crackdown on the opposition and civil society groups, and promoted traditional values to counter purported Western influence policies that have become even more oppressive after he sent troops into Ukraine in February 2022.

Putin warned that algorithms developed by Western platforms could lead to a digital cancellation of Russia and its culture.

An artificial intelligence created in line with Western standards and patterns could be xenophobic, Putin said.

Western search engines and generative models often work in a very selective, biased manner, do not take into account, and sometimes simply ignore and cancel Russian culture, he said. Simply put, the machine is given some kind of creative task, and it solves it using only English-language data, which is convenient and beneficial to the system developers. And so an algorithm, for example, can indicate to a machine that Russia, our culture, science, music, literature simply do not exist.

He pledged to pour additional resources into the development of supercomputers and other technologies to help intensify national AI research.

We are talking about expanding fundamental and applied research in the field of generative artificial intelligence and large language models, Putin said.

In the era of technological revolution, it is the cultural and spiritual heritage that is the key factor in preserving national identity, and therefore the diversity of our world, and the stability of international relations, Putin said. Our traditional values, the richness and beauty of the Russian languages and languages of other peoples of Russia must form the basis of our developments, helping create reliable, transparent and secure AI systems.

Putin emphasized that trying to ban AI development would be impossible, but noted the importance of ensuring necessary safeguards.

I am convinced that the future does not lie in bans on the development of technology, it is simply impossible, he said. If we ban something, it will develop elsewhere, and we will only fall behind, thats all.

Putin added that the global community will be able to work out the security guidelines for AI once it fully realizes the risks.

When they feel the threat of its uncontrolled spread, uncontrolled activities in this sphere, a desire to reach agreement will come immediately, he said.

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Putin to boost AI work in Russia to fight a Western monopoly he says is 'unacceptable and dangerous' - The Associated Press

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Dell places multi-cloud storage navigation in its APEX Blocks and … – Blocks & Files

Dell is providing automated deployment and monitoring of its public cloud block storage with the APEX Navigator for Multicloud Storage, and has file storage support coming.

APEX is a set of services from Dell where it supplies its compute, storage and networking gear through a public cloud-like subscription model. Navigator is a software agent, an automation engine, for setting up things like a VMware cluster or multi-cloud storage. They can be automatically deployed and managed.

Magi Kapoor, director, Product Management at Dell Technologies, said in a blog that B&F saw pre-publication: This is just the beginning. Were also previewing the integration of Dell APEX Navigator with Dell APEX File Storage for AWS (integration availability expected in the first half of 2024). Dell is committed to expanding our support for more storage offerings, more public cloud providers and more regions.

APEX Navigator for Multicloud Storage is a SaaS tool providing centralized management of Dell storage software across multiple public clouds. It enables ITOps and storage admins to deploy, configure, and manage Dell storage in public clouds, with monitoring and data mobility across on-premises and public clouds.

Dell says deployment is a four-stage process with simple configuration and automated provisioning of underlying public cloud resources, and automated deployment of its storage software.

The multicloud storage Navigator has a zero trust-based security approach with role-based access control (RBAC), single sign-on (SSO) and federated identity, featuring control over roles, permissions, groups, certificates, and keys. It provides APIs so it can integrate with other automation tools such as Terraform. The software uses Dells CloudIQ to monitor storage health, with a traffic light status display.

Data placement within the on-premises and multi-cloud environment can be adjusted as needs demand.

APEX Navigator for MultiCloud Storage isinitially available with APEX Block Storage for AWS with a 90-day evaluation. It will be available for quoting on November 30 and will be generally available in December in the US. Dell will show it off at the AWS re:Invent conference starting on November 27 in Las Vegas.

Dell APEX File Storage for AWS, based on Dells PowerScale scale-out OneFS software, has a Dec 13 update coming, with:

The main competition for APEX File Storage for AWS comes from NetApp and Qumulo, with APEX Navigator providing functionality that overlaps with NetApps Blue XP and the Qumulo One control plane. HPE, OEMing VAST Data software, has multi-cloud file storage and HPE GreenLake will no doubt face up to APEX Navigator in the multicloud file storage management area as well.

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Accounting in 2024: Artificial intelligence, tech innovation and more – Accounting Today

As we approach the finish line for 2023 and your organization gets ready to start another year, take some time to celebrate and look back at what you accomplished.

This year was transformative. It saw the emergence of artificial intelligence tools, increased cloud technology adoption rates, innovation to address staffing issues and so much more.

How finance and accounting teams start 2024 will set the stage for defining the rest of the year and positioning for sustained success. Set your firm up for growth as we explore what new trends and topics will define 2024, what will stay the same for accountants, and what will change.

The topics defining 2024

Artificial intelligence

One of the emerging topics in 2023 that will see even more discussion in 2024, artificial intelligence has potential. From transforming administrative work to improving inefficiencies, AI is here to stay.

Earlier in 2023, AI chatbot ChatGPT made headlines for passing notoriously tricky exams like the Uniform Bar Exam, the LSAT, the SAT, and other similarly challenging tests. Yet, when Accounting Today asked ChatGPT to take the four sections of the CPA test, the bot failed every part of the exam. AI currently may lack the human touch needed to succeed in accounting, but that won't stop it from being transformative in the field.

From automatically sorting and pairing transactions, to replicating budgets and increasing draft figures automatically, AI will help accountants do their jobs more efficiently and effectively and suggesting AI-powered optimizations.

AI won't replace accountants in 2024, but the power to help the industry find efficiencies is still an open book to be explored.

Innovating to overcome staffing challenges

With the perfect storm of a workforce nearing retirement age, fewer students pursuing degrees in accounting, and accountants pursuing jobs in other fields, the field must continue to innovate to overcome staffing challenges as CPAs remain in high demand.

Nearly 300,000 U.S. accountants and auditors have left their jobs in the past few years, with both young (25 to 34) and midcareer (45 to 54) professionals departing in high numbers starting in 2019, according to Bureau of Labor Statistics data as reported by The Wall Street Journal.

While the field has already begun to work to overcome these staffing challenges, the most significant change will come through the technology accountants use to do their jobs. Investing in technology that increases efficiency and is easy to use will help firms attract and retain talent.

According to the Wolters Kluwer Annual Accounting Industry Survey, improving operational workflows, increasing employee effectiveness, and investing in new technologies that support remote work were three vital strategic goals firms targeted in 2023.

The Wolters Kluwer survey demonstrates this:

To overcome staffing challenges, firms need to meet accountants where they're at and ensure they have the best tools needed to succeed. These tools will feature built-in efficiencies and workflows and will help accountants get data faster through integrations. Examining your current technology and identifying ways to combine and consolidate is crucial to eliminate redundancies and become more efficient.

Cloud technology

Organizations will continue to pivot to cloud-based technologies in the new year. The last several years have seen a broad shift to cloud technologies to accommodate remote and hybrid work.

In 2024, the cloud will continue to improve efficiency and provide time-savings. Plus, organizations will continue to benefit from the advanced security features the cloud provides. Whereas legacy systems leave security up to the organization, cloud providers and vendors are dedicated to creating secure environments at a scale individual companies cannot replicate.

From complying with the latest security protocols to ensuring security features like multi-factor authentication are standard with their products, cloud-based software does more to keep organizations safe while boosting productivity.

What will change:

The role of the CFO

The role of the CFO has fully transformed from a onedimensional leader into one that provides strategic insights and drives growth opportunities, and 2024 is when this will emerge.

The days of CFOs strictly managing finances and delivering reports are behind us. The modern CFO is an agile, strategic and growth influencer. Fundraising, operations, grant management, board engagement and more are all on their desk.

A CFO's role will go beyond just delivering accurate reports. The CFO is a leader, a strategy optimizer, and a growth-focused individual helping their team leverage the correct tools to increase efficiency and save costs.

Seeing both the small and big picture, CFOs need to leverage insights to understand and communicate what has happened, what is happening, and what can be done to advance. They're working to influence strategic operations, staying a step ahead and plotting which next move will be in the right direction. To do this, CFOs must leverage data, analytics and reporting to drive forwardthinking changes.

It's been a long time coming, but when organizations properly leverage the combined talents of their leadership and board and expand the traditional definition of the CFO role, the growth opportunities will expand.

As we start a new year, recognize your efforts in 2023, and always remember to take time for yourself. As we get ready to take the next steps into 2024, grab your sunglasses because the future is looking brighter than ever.

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Heres how to optimize your Androids storage with Google files – Gizchina.com

Other tips and tricks on how to free up storage space on your Android phone

Identify and remove duplicate files: Duplicate files can consume a significant amount of storage space without your knowledge. Use file management apps or tools to scan your phone for duplicate files and remove them.

Move large files to a computer or cloud storage: Transfer large files, such as videos or high-resolution photos, to your computer or cloud storage service to free up space on your phone. This is particularly helpful for files you dont need to access regularly.

Disable automatic app updates: Automatic app updates can quickly eat up your data plan and storage space. Consider disabling automatic app updates for non-essential apps to control your storage consumption.

Utilize storage-saving features in apps: Many apps offer built-in storage-saving features. For instance, music streaming apps may allow you to download songs for offline listening only when you have Wi-Fi access.

Clear browsing data: Your browsing data, including cached images and cookies, can consume a considerable amount of storage space. Regularly clear your browsing data to free up space and protect your privacy.

Clean up messaging app data: Messaging apps like WhatsApp and Telegram can accumulate large amounts of data, including photos, videos, and voice messages. Regularly review and delete unnecessary media files from these apps.

Use a third-party storage cleaner app: Consider using a reputable third-party storage cleaner app to scan your phone for hidden storage hogs and remove them safely.

Be mindful of app permissions: When installing new apps, carefully review the permissions they request. Avoid granting unnecessary permissions to apps, as this can increase their ability to consume storage space and resources.

Enable Smart Storage or similar features: Some Android devices include built-in features like Smart Storage or Adaptive Storage that intelligently manage your storage and automatically move less frequently used files to cloud storage or external storage.

Utilize Google Ones storage management tools: Google One subscribers can access advanced storage management tools, such as personalized recommendations for freeing up space and the ability to set up automatic backups for photos and videos.

Remember, regular maintenance and mindful usage can significantly impact your phones storage efficiency and extend its lifespan.

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Save 50% on Adobe Creative Cloud with this can’t-miss Black Friday … – PCWorld

Adobe dominates the creative software market thanks to the raw power of Photoshop, Premiere, and After Effects. Unsurprisingly, its software subscriptions arent cheapits full Creative Cloud plan normally runs $60 per month. But right now, thanks to early Black Friday deals, you can get 50 percent off for a year. And the best part? You dont have to pay for all 12 months upfront to get the sale price.

With previous Creative Cloud deals (like one we saw just last month), you had to shell out for the whole subscription term, but this is a discount on the monthly subscription plan. For one year, youll pay just $30 per month before the price reverts to the normal rate. However, if you dont mind prepaying for a year upfront, you can get an even bigger discount: Newegg is selling a 12-month subscription for $290 right now. (Students and teachers can get it even cheaper at $130!)

As part of the Creative Cloud plan, youll have access to almost all of Adobes software lineup, including the big guns: Photoshop, Premiere, Illustrator, Lightroom, InDesign, After Effects, and even Acrobat Pro. You get access to the web version of Photoshop, too, as well as 100GB of cloud storage, Adobe fonts, and credits for Adobes Firefly generative image tool.

While excellent free alternatives exist for Photoshop and Premiere, sometimes theres no substituting the real thingespecially if your work demands it. With this deal, you can massively soften the pain of that expense.

Black Friday deal: Get Adobe Creative Cloud for 50 percent off

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Nodeum punching above its weight in Euro HPC market Blocks … – Blocks & Files

Belgium-based Nodeum is a 10-person outfit with its file management software used by 30 customers, including five of the top European high-performance computing centers. How did such a small company achieve this level of influence?

Its software is used to manage the storage of file data, moving it from primary through to secondary (disk) and tertiary (cloud, tape) storage classic hierarchical file storage lifecycle management in other words. This is an area with well-known suppliers such as Komprise, SpectraLogic (StorCycle), Atempo (Miria), and Quantum (StorNext), yet Nodeum has built up a customer base despite heavyweight competition.

CEO and co-founder Valry Guilleaume said Nodeum was indeed a small company, with annual revenues around 1 million ($1.1 million).

HPC customers include the Jlich Supercomputing Centre, Barcelona Supercomputing Centre, and the CSCS Swiss National Supercomputing Centre, plus Fenix and its confederation of six European HPC sites in the Human Brain Project research initiative.

They have taken on board Nodeums concept of a three-tier archive immediate access, intermediate access, and a long-term archive pool.

The company was founded in 2015, and launched its first product in 2016. The initial customer in the Germany-Austria-Switzerland (DACH) region was won in 2020, which was also when a UK distribution agreement was set up.

Nodeum has no formal go-to-market organization, being mostly engineers who have built a large-scale, POSIX-compliant file system with dataset retention, metadata, indexation, and data movement capabilities. This system can work with an HPC sites Lustre and GPFS parallel file system software, and Nodeum understands HPC workflows and use of multiple different file and tape storage suppliers systems.

As an example, the Fenix system has an automatic data mover migrating objects between active data (parallel file systems) repositories and archival (cloud) data repositories for the federation of six European sites. The Nodeum software handles data transfer between cloud object stores with a Swift interface and fast parallel file systems with POSIX interfaces. It also integrates with Slurm, an HPC workload manager. There is a public API and SDK to facilitate integration with individual research applications.

The current software is being extended with data classification, self-provisioning, and a GUI coming in the second 2024 quarter.

The five European HPC centers became customers in 2021. They and other customers wanted Nodeum to add scalability to higher capacities exabyte-level and this is why it has been developing its gen 2 product with a microservices, cloud-native architecture, and an end-to-end parallel design.

Our understanding is that the European HPC scene is a relatively small market niche and its people talk to each other. Information about Nodeums capabilities spread by word of mouth.

Other customers include the University of Rostov, Graz Medical University, Akquinet Data Center Services (object storage to tape), MPC Episodic & Film, and a space industry concern in Asia.

Guilleaume said Nodeum was talking to a European bank about a 1 PB object archive, with data being moved from source systems to flash storage. This is, he said, very early days, but its an example of how Nodeums HPC base is helping to generate sales prospects in adjacent markets.

This quite small European file storage management supplier punches well above its weight in the regions HPC and allied markets, and it will likely need to build a go-to-market organization if and when its customer numbers head toward and past the 100 count.

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Why Artificial Intelligence won over Metaverse | by Technology … – Medium

2015 was a breakthrough year for AI deep learning by achieving the lowest error rate, yet.

Two of the most fascinating technologies under development at the moment are artificial intelligence (AI) and the metaverse. Metaverse is still in its early stages, even though AI is now being used in many different businesses. But, Metaverse has recently taken a backseat to AI in the most recent flurry of AI activity at big tech and others. Despite renaming Facebook to Meta almost 2 years ago, in March 2023, Meta announced shifting R&D focus from Metaverse to artificial intelligence (AI). This has raised questions about readiness of AI versus Metaverse for the consumer market. Here, I will mention some of the challenges in developing the Metaverse and try to explain why AI is easier to develop.

Since software is the primary tool for developing, implementing and testing of AI models, it also has become the focus of AI development. AI can be used in software development to expedite testing, generate code more quickly and efficiently, and automate manual tasks. Artificial intelligence (AI) technologies are progressively extending into new domains and discovering new uses in well-established businesses. The concepts for AI have been around for decades. However, the accessibility of AI development has increased due to the availability of software tools, frameworks, and datasets. Today, pre-built models are available for developers to utilize and incorporate seamlessly into their apps. On the other hand, creating the Metaverse is a very complicated and a recent idea. For developers, creating a virtual world with millions of users interacting simultaneously presents a big challenge.

One of the biggest challenges in developing the Metaverse is creating a seamless user experience. A accurate replica of the real environment must be created by developers in order to produce this seamless experience. Large R&D budgets and cutting-edge technologies, such augmented and virtual reality (AR) headsets, along with every component technologies are needed for this.

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Artificial Intelligence: Canadas future of everything – Global News

Blink and youll get left behind.

The AI revolution is here and its changing the world faster than anybody could have predicted.

Whether thats for better or worse depends on whom you ask. Whats undeniable is this the only limitation on how AI will transform the world is us.

Geoffrey Hinton, the so-called grandfather of AI, issued warnings this year, sounding the alarm about the existential threat of AI.

In May 2023, he appeared in an article on the front page of The New York Times, announcing he had quit his job at Google to speak freely about the harm he believes AI will cause humanity.

The way that we propose and strategize technologies rarely, if ever, turn out, said Isabel Pedersen, author and professor at Ontario Tech University focusing on the social implications of emergent technologies.

If Hinton is having a come-to-Jesus moment, he might be too late. Over 100 Million people use ChatGPT, a form of AI using technology he invented. Thats on top of the way AI is already interwoven into practically everything we do online.

And while Toronto-based Hinton is one of the Canadian minds leading this industry one which is growing exponentially the circle of AI innovators remains small.

So small, in fact, that while filming for this story in Torontos Eaton Centre, our Global News team happened upon Hamayal Choudhry, founder and CEO of smartARM, the worlds first bionic arm for which AI uses cameras to dictate movement.

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Unknowingly, we asked him for an interview about the latest release and quickly learned, this was no ordinary shopper.

Choudhry was in the store testing the glasses out for himself, curious to see if AI could be as big a disruptor in the world of glasses as he intends to make it in the world of prosthetics.

The same way those glasses have tiny cameras in the frames, thats what were doing for our prosthetic arms, Choudhry said, in an informal interview in the mall concourse.

smartARM is just one of many examples of how AI is on the brink of revolutionizing virtually every facet of human existence. Canada is on the leading edge, utilizing what AI can do from healthcare and education to airlines and entertainment.

There are inherent risks with AI and a lack of regulation and oversight in Canada, but overall, AI is improving our daily lives in ways that may often remain undetectable.

Canadas AI pioneering dates back to the 1970s, when researchers formed the worlds first national AI association.

The Canadian Artificial Intelligence Association (CAIAC) formerly known as the Canadian Society for the Computational Studies of Intelligence, held its first official meeting in 1973.

Its own mission statement says the CAIAC aims to foster excellence and leadership in research, development and education in Canadas artificial intelligence community by facilitating the exchange of knowledge through various media and venues.

It held its first annual conference in 1976, three years before the American Association for Artificial Intelligence was founded.

Conferences helped with collaboration and community-building, especially in those early days when remote work did not exist and even phone calls were expensive. When you look at the earlier proceedings, you will see a pool of talent that was leading the world in AI, said Denilson Barbosa, current CAIAC president.

The society has had different publications over the years, including a magazine and newsletters, first published in 1974.

Its archive is a treasure trove of AI history. Its magazine debut in 1984 talks about the potential and the influence of AI: It is predictable that, awakening to their new place in the sun, AIers be distracted by sycophants, charlatans, and barmecides. Does the AIer grow frustrated with misconceptions about AI? You bet we do.

Barbosa is a professor of computing science at the University of Alberta. Speaking by phone from Edmonton, Barbosa acknowledged that while Canada is slow to fully integrate AI, conservative in investing and implementing new technologies, hes looking forward to the possibilities of AI in learning in school or for personal growth, including AI in classrooms.

The way we teach is fairly passive. Instructors have a huge influence on the success of students and control the pace of the process. It would be best to turn things around and let the students drive the process they would work on their own, and when they got stuck, they would get help from an always-available AI, Barbosa said.

Human instructors would be there to oversee the process and provide extra help to those who need it the most.

When most people think of AI, robots from movies who can think for themselves come to mind. Thats known as deep learning AI, found in the software of autonomous cars, facial recognition, mass surveillance and yes, some robots. Its the AI that has the potential to think for itself and that scares a lot of people.

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Then theres the field where Canada is considered a leader: the broader technology of machine learning AI, which most people dont realize we already use every day. It curates social media feeds, translates languages, detects fraudulent bank transactions, makes song and movie recommendations, and more. Its driven by human input and our habits.

Under the umbrella of machine learning, is Generative AI. It generates new content that mimics the data it was trained on.

Think of a program that has been trained with vast amounts of information, information that exists all over the Internet. And it develops an understanding and a representation of what this information is all about, Deloitte Canadas Jas Jaaj told Global News The New Reality.

Generative AI allows you to tune the information in a way where now you can actually consume the information the way you want to based on your values, based on your preferences. And then you can ask all sorts of questions to be able to get things like recommendations, things like suggestions of what you may want to have for a meal.

Most Canadians cant tell whats human or AI. A study released in October by the Canadian Journalism Foundation found that half of us are not confident in distinguishing the difference between social media content generated by AI compared with content created by humans.

This unknown is leading to a lot of fear and misinformation about what AI is and isnt doing. But whether were ready, its poised to change nearly everything we do and Canada is already playing a leading role.

In 2017, the federal government put $125 million of funding into AI, the first country to have a national AI strategy. The funding helped to create three world-renowned institutes to guide development in AI research in Montreal, Edmonton, and Toronto, and put Canada among the top five nations in the field.

For me, the biggest risk is not adopting AI and realizing its maximum potential, said Deval Pandya, vice-president of AI engineering at Torontos Vector Institute, one of the institutes founded in 2017.

AI is a transformative technology that is going to make [the] world a much better place and help us solve some of the most pressing challenges as a society that we face right now.

Hes personally bet on Canadas future. Pandya, originally from India, joined Vector Institute nearly three years ago, after working in the U.S.

I think its very bright. And if it wasnt bright, I wouldnt move to Canada, Pandya said.

Vector Institute is an independent non-profit dedicated to AI research. It has partnerships with 20 university programs in Ontario with training focused on AI, providing startups with a steady stream of new workers.

Last year, we graduated more than a thousand Vector-recognized master students. And what is very impressive is that 90 per cent of the students stay in Canada, in Ontario, after they graduate, Pandya said.

You dont have to look far from the Vector Institute to see AIs evolution.

Jas Jaaj, a managing partner at Deloitte in Toronto who focuses on AI and data, believes AI will be to the 21st century what the steam engine was to the 18th century, what electricity was to the 19th century, and what personal computers were to the 20th century.

You know what really happened in all of these major developments? Every major industry changed, societies changed, Jaaj said.

Professional services firms like Deloitte help companies find the next big thing. And these days, it doesnt get bigger than AI.

Global News got an exclusive look at one of the ways AI will change health care. Its an AI nurse, assigned to newly discharged patients to help track their recovery care plan and progress.

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It was created in partnership between Deloitte and The Ottawa Hospital and received positive feedback when it was rolled out in the testing phase.

Each AI nurse is unique to the patient. It has the information it requires to converse with a patient about their care and its skin tone, even the language and dialect it speaks, can be altered to put a patient at ease.

During the demo for Global News, the AI nurse asked: Regarding your post-discharge medications, Tenzin and Lasix, do you have any questions or concerns about them, how to take them or any potential side effects?

The responses given by the patient trigger another series of questions. It will ask if youve weighed yourself, how youre feeling, and more, as a way to ensure post-op instructions are being followed. And if its interacting with a stubborn patient, it will push back.

They could be a bit insistent in terms of saying, Hey, you know what? You havent done what you were supposed to do, so get on with it, Jaaj said.

Most importantly, the AI nurse is smart enough to flag problems for a human nurse or doctor to intercede.

The goal of the AI nurse isnt to replace human nurses, its to take tasks off their already full plates and allow them to perform higher-value work with more time. It can also lower readmission rates. Jaaj predicts 100 per cent of Canadian hospitals will begin to use AI in some way within the next few years.

Regardless of the goal, it doesnt stop one of the biggest concerns about progress in integrating AI into the Canadian workforce: job losses.

This is a hot topic in terms of the anxiety that some people have, Jaaj said. The way to think about it is not in a way by which it will replace workers. Rather, it will reshape the workforce as we move forward.

While progress will have its casualties, Canada is very much in a position of relying on human input to use AI. AI can take on time-consuming tasks, freeing us up to solve more complicated problems.

Thats what Air Canada is doing, on a mission to overhaul and streamline its entire company by taking advantage of the power and efficiency AI creates. Its biggest challenge is tackling the thing we all hate most: delays.

In terms of the complexity of getting our passengers safely to where they want to be on time, a lot of things have to go right, said Bruce Stamm, Air Canadas managing director of enterprise data and artificial intelligence.

There are literally 60 things which need to go right for an aircraft to land on time. Only 30 of those do we actually control as an airline.

When it works, the chaos of air travel seems like a synchronized symphony in the sky. Canadas largest air carrier is timing the takeoffs and landings of more than 1,100 daily flights in such a way that 140,000 passengers get to where they want to be unhindered by delays or lost bags.

But the truth is, frustrations are all too common. Even a 10-minute delay of a flight at the beginning of the day can cause a ripple effect.

Nearly 28 per cent of Air Canada flights, or more than 8,700, landed late in October 2023, placing the company ninth out of 10 airlines on the continent in on-time performance, according to aviation data company Cirium.

In late October, Stamms team started using AI to optimize its scheduling and predict delays. The program uses historical data and looks at scheduling three to five years in advance. Instead of the old way of doing things, using theoretical predictions about flight times, cleaning, maintenance, and more, Air Canada is able to devise a more accurate schedule.

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Global News got a first look at the companys Montreal headquarters.

The software doesnt seem like much coloured boxes on a screen but it churns through massive amounts of data, faster and more efficiently than a person could.

AI and data are going to be part of our DNA just to do a lot more effective decision-making, Stamm said.

Next year, Air Canada plans to use AI to modernize its maintenance schedule for its fleet of about 200 planes. It will take into consideration where planes and mechanics are located, ordering time for parts, and more. The best part? What currently takes people weeks to do will soon be done in about 15 minutes, allowing for work a computer cant do to become the priority.

Air Canada is embracing this, leveraging this to the better of our employees experience and ultimately our passengers experience, Stamm said. Its awesome. And its also fun.

While Canadas largest corporations are harnessing new technology, small startups are also launching very quickly. In the last year, hundreds of Canadian AI startups have hit the market.

A couple of weeks after Global News met Choudhry, he and smartARM co-founder Evan Neff, invited the Global News crew to their Toronto office, a small area in a coworking building east of downtown, which also holds their first prototypes.

Choudhry started smartARM about four years ago, shortly after beating out 50,000 other inventors at a competition sponsored by Microsoft in 2018. He had learned that prosthetics were either cheap but clunky, or functional but expensive.

Neff tells Global News, smartARMs goal is to enhance autonomy and accessibility in the prosthetic space.

Choudhry and Neff arent specifying their price point yet, Neff said current market prices range from about $30,000 to $200,000 making high-quality prosthetics inaccessible to roughly 95 per cent of the upper-limb different community.

We aim to change this, Neff said.

For those with insurance or funding, smartARM will remain affordable, minimizing out-of-pocket expenses. For others, were pricing smartARM comparably to a smartphone or laptop, not a car.

smartARM set out to design something affordable and remarkable.

It mimics human tendencies, like hand-eye coordination, holding items, carrying heavy objects and lifting delicate ones. Using AI, Choudry saidthe prosthesis will inherently know how to handle something just like the way you would look at an object and grab it. You wont necessarily think about how you wrap your fingers around it.

smartARM isnt for sale yet, with regulatory certifications and approvals pending. In the meantime, Choudhry and Neff are testing it on people with a limb difference, including former NFL player Shaquem Griffin.

Griffin was born with a rare condition forcing the amputation of his left hand when he was four years old. He made NFL history when he was drafted by the Seattle Seahawks in 2018 and went on to play for the Miami Dolphins before retiring in 2022 after four seasons in the league.

Choudhry sent a private message to Griffin on Instagram late last year and it wasnt long before Choudhry and Neff travelled to meet Griffin and his mother.

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The first time he put on a smartARM and interacted with it, they were sitting down for dinner at a restaurant.

Choudhry recalls Griffin repeatedly picking up and putting down a glass of water, taking a drink, and passing it to different people at the table. Choudhry and Neff witnessed Griffin use his left hand for the first time as an adult.

Shaquem has proven that having a limb difference doesnt mean that you are any less capable of greatness, Neff said.

We want to stress that smartARM isnt about necessity; its simply about empowering our users with more choices and independence. Watching Shaquem explore new possibilities with smartARM was a testament to our mission.

smartARM also made its New York Fashion Week debut in 2023, showcased by Griffin at the Runway of Dreams, highlighting inclusivity through fashion and beauty.

Just looking at their expressions and looking at how they interact with it so intuitively and naturally is inexplicably rewarding for us to see, Choudhry said of the users testing smartARM. You know, it makes coming in here and working every day not even really seem like work.

Pedersen has been studying wearable technology for over 20 years. Even she is amazed at how fast AI has become embedded in our daily lives.

People went from never experiencing AI themselves to being able to use it on their phones, to use it on their laptops, use it at work, use it at home, she said.

Weve gone through this rapid process in a matter of weeks that in some ways other technologies took 100 years.

In addition to her role as a professor at Ontario Tech University, Pedersen is the founding director of the Digital Life Institute. Its an international research network studying the social implications of emergent digital technologies.

Pedersen said inventors are still developing and designing a future that hasnt happened yet.

We have to be careful of techno-solution-ism. For me to say that youre going to have a technology that is going to solve these very difficult problems it wont, Pedersen said.

I do believe that we have to continue to move forward and try to design ethical outcomes at the earliest stages so that we can presuppose some of these harms that are ongoing that we might face.

As with everything related to new technology, there are persistent concerns that AI is moving much faster than the guardrails being built for it.

The federal government has a framework for proposed legislation, but The Artificial Intelligence and Data Act wont come into force before 2025. Federal Minister of Innovation, Science, and Industry, Franois-Philippe Champagne, told Global News the government wants to get it done right.

Theres an acknowledgment that we need to deal with the concerns and the risks so that we can realize the opportunities. And in order to do that, we need framework, we need guardrails, so we build trust with people, Champagne said.

But trust can be tricky. Until the act becomes law, the government released a voluntary code of conduct in late September for generative AI developers. In the absence of regulation, it is supposed to guide organizations to come up with an environment to self-regulate.

It is incumbent on organizations and businesses themselves to not only wait for things like regulations and these types of directives coming in, but also go down the path of really understanding how they can self-regulate in the interim by educating themselves and learning about how this technology will really make a difference, Jaaj said.

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US agency streamlines probes related to artificial intelligence – Reuters

[1/2]AI (Artificial Intelligence) letters and robot hand miniature in this illustration taken, June 23, 2023. REUTERS/Dado Ruvic/Illustration/File Photo Acquire Licensing Rights

WASHINGTON, Nov 21 (Reuters) - Investigations of cases where artificial intelligence (AI) is used to break the law will be streamlined under a new process approved by the U.S. Federal Trade Commission, the agency said on Tuesday.

The move, along with other actions, highlights the FTC's interest in pursuing cases involving AI. Critics of the technology have said that it could be used to turbo-charge fraud.

The agency, which now has three Democrats, voted unanimously to make it easier for staff to issue a demand for documents as part of an investigation if it is related to AI, the agency said in a statement.

In a hearing in September, Commissioner Rebecca Slaughter, a Democrat who has been nominated to another term, agreed with two Republicans nominated to the agency that the agency should focus on issues like use of AI to make phishing emails and robocalls more convincing.

The agency announced a competition last week aimed at identifying the best way to protect consumers against fraud and other harms related to voice cloning.

Reporting by Diane BartzEditing by Marguerita Choy

Our Standards: The Thomson Reuters Trust Principles.

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US agency streamlines probes related to artificial intelligence - Reuters

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