Monthly Archives: January 2022

The Progress Of Online Gambling, How Apps Have Made Things More Comfortable – Android Headlines

Posted: January 13, 2022 at 5:47 am

In the recent few years, the industry of online gambling has transformed hugely because online casinos sprout like mushrooms after the summer rains. This progression has been impressive and happened very fast. Online gambling is as thrilling as a real one. So, it has turned into a pastime for millions of people from all over the world. If you intend to make bets in online casinos, choose a trustworthy site, like https://kamikajino.com.

Lets be honest, online casinos are ideal for people who like to get all in one when it comes to gaming fun. From usual slots with three reels to complex games like blackjack, roulette and baccarat such websites and apps offer everything you need for a long-lasting entertainment. Moreover, each game comes with a clear description and instructions. That way, you can focus on enjoying. So, come and join the online casino fun. Well keep our fingers crossed for you!

Today, more and more land-based casinos are closing down. Thats why, the popularity of web-based ones is growing in leaps and bounds. Online casinos and playing at a real one are unique experiences. Lets view the pros and cons of both of them!

Playing online is very convenient. Web-based casinos are available 24/7 and from your own home. At the same time, real casinos have advantages, too. Undoubtedly, its the atmosphere! Playing live games with dealers and co-players cannot be replicated. Another benefit is that you can get winnings in an instant. But truth be told, its safer and more convenient to play online. Cash or money on the card? The choice is yours! Read about gambling in Japan here jcb.

There are also some disadvantages of playing in a brick-and-mortar casino. Their betting limit is higher than in an online casino. It allows them to decide what type of players will play at a table. By using betting limits, they can create a high-roller-only table. Popular casinos have a longer waiting time. It means you need to wait for long, unless you get a chance to play at a table or a slot machine. Thats the result https://www.bbc.com/news/technology-22365832.

We can conclude that online casinos offer a gaming experience with a plenty of options, the utmost convenience, and a low house edge. They are safe and suitable for beginners that arent skilled yet to play for real money. However, make sure youre choosing a truly reputable online casino

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NorthStar Gaming announces new strategic partnership with Playtech, propelling future growth of Canada’s most trusted online sports betting and casino…

Posted: at 5:47 am

NorthStar Gaming prepares to launch engaging online casino and sportsbook platform

TORONTO, Jan. 11, 2022 /CNW/ - NorthStar Gaming Inc. is proud to announce its new partnership with Playtech, the world's leading gambling technology company.

NorthStar Gaming Inc. Logo (CNW Group/NorthStar Gaming Inc.)

The new partnership will provide NorthStar Gaming with the technology platform to deliver what will be one of Canada's premier online casino and sports betting experiences and furthers its commitment to providing customers with the most innovative, transparent, and secure online casino experience in the country.

Following the completion of regulatory approvals and the licensing process, NorthStar Gaming will be ready to launch Playtech's IMS Platform, Casino, Live Casino, Poker and Bingo software to Canadian audiences. Playtech's IMS platform, the industry's most complete online back-end solution for iGaming and sports betting, will provide NorthStar Gaming with an industry-leading offering across multiple products.

"NorthStar Gaming is thrilled to be the exclusive Canadian partner in the media and publishing sector with Playtech, the world's leading gambling technology supplier," said Michael Moskowitz, Chief Executive Officer and a founding partner, NorthStar Gaming. "Playtech's exceptional suite of tools will give us an unmatched edge in the marketplace, given our proprietary content and localization something we know consumers are looking for."

Alongside its top-tier products and services, Playtech is known for working with its licensees to raise industry standards in responsible business and safer gambling.

Mor Weizer, Chief Executive Officer at Playtech, comments: "We are delighted to announce our partnership with NorthStar Gaming as it prepares to launch its market-leading online gaming business in Canada. Our success is driven by strategic partnerships with industry-leading operators around the world, and we are excited to partner with a leading entertainment company like NorthStar Gaming. At Playtech, we are driven to deliver a sustainable, commercially viable and engaging entertainment experience - for the benefit of all stakeholders."

Story continues

In 2021, NorthStar Gaming announced it would launch a made-in-Ontario online betting brand and sportsbook. Since then, the company has entered a landmark omnichannel advertising and marketing services arrangement with Torstar Corporation, an established brand operating in Canada since 1892. By teaming up with this well-known and trusted brand, NorthStar Gaming will be able to use its data-led media solutions, news, sports sites, and social properties to provide customers with an all-encompassing online casino and sports betting experience.

For more information on NorthStar Gaming, please visit http://www.northstargaming.ca.

About NorthStar GamingBorn out of a Canadian-based media business and trusted news organization for more than 128 years, NorthStar Gaming will provide a unique and responsible gaming brand that creates new jobs, brings growth to the Canadian economy, and generates new tax revenue to help Canadian communities. NorthStar Gaming has partnered with reputable and established media players to leverage exciting sports content, strong brands, and deep local roots to give it a distinct position in the newly regulated industry. The company also believes its Canadian-owned gaming business will lead the industry, operate at the highest level of responsible gaming standards and ensure more of Ontario players' entertainment dollars stay in the province.

About PlaytechFounded in 1999 and premium listed on the Main Market of the London Stock Exchange, Playtech is a technology leader in the gambling and financial trading industries with over 7,000 employees across 24 countries.

Playtech is the gambling industry's leading technology company delivering business intelligence driven gambling software, services, content and platform technology across the industry's most popular product verticals, including, casino, live casino, sports betting, virtual sports, bingo and poker. It is the pioneer of omni-channel gambling technology through its integrated platform technology, Playtech ONE. Playtech ONE delivers data driven marketing expertise, single wallet functionality, CRM and responsible gambling solutions across one single platform across product verticals and across retail and online.

Playtech partners with and invests in the leading brands in regulated and newly regulated markets to deliver its data driven gambling technology across the retail and online value chain. Playtech provides its technology on a B2B basis to the industry's leading retail and online operators, land-based casino groups and government sponsored entities such as lotteries. Playtech directly owns and operates Snaitech, the leading sports betting and gaming company in online and retail in Italy.

Playtech also owns Finalto, a technology leader in the CFD and financial trading industry that operates both on a B2B and B2C basis. Finalto has been classified as a discontinued operation since 31 December 2020.

SOURCE NorthStar Gaming Inc.

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The Best Casino Games to Play on PS5 – The Game Haus

Posted: at 5:47 am

The PlayStation 5 is one of the most powerful dedicated gaming consoles to have ever been mass-produced in history. Thats why it shouldnt come to anyones surprise that developers are working very hard to come out with the best games for every kind of gamer. Naturally, there are a few popular options like open-world games that allow gamers the chance to embody web-slinging superheroes or bat-like vigilantes. There are also games that thrust players straight into the beaches of Normandy or the futuristic battlefields of dystopian America. But lets not forget about the novelty games that are designed for the specific kinds of gamers as well. More specifically speaking, the casino games for the gambling enthusiasts around the world.

Gambling is one of the most popular recreational activities around the world. So, given that this is the age of digital entertainment, it was only natural for game developers to start incorporating gambling features into their best titles. While some may argue that theres nothing that can quite replicate the excitement and exhilaration of betting on an actual casino floor, the innovation that the newest casino games these days bring can get you pretty close. Traditionally speaking, online casino games are typically played on PCs or even mobile gaming devices. This is because online casino operators tend to develop websites that are accessed via the browser or even dedicated mobile apps for their patrons. However, not many gamers might realize that some casino games can actually be played natively on the PlayStation as well.

In this article, we are going to go over some of the best casino games to play on the PlayStation 5.

Ever since it was first released in 2018, the much-anticipated Red Dead Redemption 2 has been one of the most popular gaming titles year after year. Its a game that revolves around the old Western action-adventure game thats filled with a lot of missions and an amazing open world. One of the most popular facets of the open world is the in-game casino that offers old-timey gambling action. Aside from the amazing world that Rockstar has produced with RDR2, the gambling is just as exciting as being stuck in the middle of a wild west shootout.

Grand Theft Auto V, the latest iteration of the hit gaming franchise, is much like Red Dead Redemption 2 in the sense that it thrusts a player straight into a vast open world that is essentially just a fictionalized version of the city of Los Angeles. In the unique GTA online game, players are allowed to play as their own avatars and visit the Vinewood Casino within the game to play with other players from all over the world in real-time. It functions a lot in the same way that traditional online casinos do, except that it makes use of in-game currency.

Prominence Poker is an absolute gift for poker lovers who also happen to love gaming on their PlayStations. One of the most beautiful aspects of playing poker is the fact that the game is largely rooted in strategy and human interaction. Players not only have to concern themselves with their own personal hands and the cards on the board, but they also have to stay mindful of the cards and behaviors of their opponents. Thats why Prominence Poker is so revolutionary as a video game. It manages to capture all of the nuances of a standard real-life poker game, including having to read opponents tactics and betting patterns.

The Four Kings gaming franchise was actually introduced to the gaming world back when the PlayStation 4 was still all the rage. However, its now made its way to the current generation of gaming consoles with the game being adapted for the PlayStation 5. The game actually defines itself as a social MMO, wherein players get the opportunity to traverse an entire casino floor and interact with its many different features. Players are also given the chance to create their own avatars and characters that can resemble what they look like in real life. Some of the games that are incorporated into the casino floor are poker, blackjack, slot machines, roulette, and craps. Since the game is classified as a social MMO, players are also free to interact with other players online through chats.

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5 Technology Trends Shaping The Casino Industry – Vizaca.com

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Technological advances have significantly influenced all the industries around us, including casinos. As a result, gambling houses have evolved over the past few years, with significant transformations in casino games.

While traditional casinos remain highly popular, online gambling appears to be attracting an increasing number of fans. In this sense, mobile technology, artificial intelligence and even the blockchain have revolutionized the gambling industry. If youre interested, check out Zodiac casino as a great example.

But what do we know about these trends? Lets analyze them a bit below:

Over the years, it has been shown that many people prefer to play from home than go to traditional casinos. For that reason, online gaming platforms have started to flourish and have achieved worldwide popularity.

Most online gambling houses offer the same experience as brick-and-mortar casinos but allow users to play and bet from wherever they want, at any time of the day and using any device. In fact, through them, people can be transported to a casino with just a few clicks.

Also, such platforms have gone to great lengths to provide a diverse game selection and allow players to receive bonuses and incentives, create game rooms, attend private sessions, and even play against friends!

Artificial intelligence (AI) plays a role in different industries nowadays, and casinos are part of them. Digital gaming platforms have also evolved and have integrated AI to help computers make decisions and react to users actions.

More and more online casinos are leveraging artificial intelligence to improve the user experience and make it as realistic as possible. Some platforms also have a built-in artificial intelligence assistant to recommend games to players, offer tips, evaluate their progress, act as a casino friend, and more.

Also, gambling companies can use AI to monitor and track users gambling behavior to develop intervention strategies against harmful gambling practices. With several AI sensors, online casinos can detect if someone has changed their appearance or is behaving suspiciously.

Big Data, considered one of the most important technological advances in the last decades, offers many benefits to companies and industries of all sizes, including gambling.

It can collect large amounts of data to analyze and extract significant elements, allowing online casinos to personalize each players interactions by obtaining crucial details about their behavior.

Each player or bettor has specific qualities and talents, different tastes, and different tactics. So, having access to that information can help digital gaming platforms deliver unique experiences and build better relationships with their customers.

Virtual casinos can also use big data to track game activity and discover which titles users play the most or which games they need to improve to attract more players.

Blockchain technology has also revolutionized the world in several ways, especially in everything that has to do with finances. The casino industry, where players often use fiat currency to deposit or gamble, has also seen cryptocurrency-induced changes.

Online casinos have started to use blockchain technology, known to be difficult to manipulate, to offer more secure payment options. In fact, various online gambling platforms encourage their clients to make deposits and withdrawals with cryptocurrencies to avoid problems related to online security risks.

Bitcoin has also become the favorite currency of online players and bookmakers as it is the most trusted and recognized digital currency in the worlds crypto market. Also, Bitcoin deposits are often safer and less prone to fraud, so digital gaming platforms rely on them to improve security.

Virtual casinos popularity has also been boosted by mobile technology. With social media and mobile devices such as laptops, tablets and smartphones, accessibility has become an essential aspect for gamers.

Online games allowed people to play from their homes, but their mobile versions came as the perfect solution for users who wanted to play anywhere, at any time, and using any device.

Also, mobile technology represents an opportunity to integrate social networks, competitive tournaments, and real-time leader boards. As a result, considering the wide variety of virtual games with live dealer options available, players do not need to venture to traditional casinos and can enjoy the gambling a unique experience from the comfort of their home or apartment.

In addition to those mentioned above, two technology trends have had an impact on the virtual age of casinos: chatbots and advanced cybersecurity.

The first one, Chatbots, has become very common when it comes to providing online support, and some online casinos have even employed interactive chatbots to respond to their customers problems automatically.

This way, casinos improve the user experience by having better tools to resolve any inconvenience, clarify doubts or offer assistance in claims processes.

And theres also advanced cybersecurity. Despite all the technological advances, cyberattacks are more common than ever and represent a significant problem for online casinos, as their customers often enter personal and banking information on online gaming platforms.

But advanced cybersecurity is considered the best tool to combat cyberattacks, allowing casinos to keep hackers out.

The gambling industry has expanded enormously in the last decade, and advancements in the digital world have had a significant impact on the global gaming business. In fact, Market Research predicts that the global gaming market will reach $565.4 billion in value next year, after annual growth of almost 6%.

Much of that growth is related to technological innovations, and more land-based and online casinos are expected to employ more sophisticated technological methods to meet customers changing needs. People went from gambling in traditional Vegas-style casinos to gambling online from any city in the world.

In addition, there are much more intuitive games, with better graphics and with more personalized experiences for each player.

In conclusion, all the technological developments we already experienced have shaped the casino industry, and new emerging technologies will likely continue changing what we know about gambling.

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High Roller Casino: Is It A Worthy Game To Try? – PlayStation Universe

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We have covered the best PlayStation casino games recently, so you might be familiar with the name we are about to drop.

High Roller Casino is a casino-based video game released on the 7th of November, 2004. It was jointly developed by the Spanish studio Virtual Toys and Cinemaware for gaming consoles.

This game is available on both PS4 and PS5 and also on Xbox gaming console. Though, it initially appeared on the PlayStation 2.

It is fondly called Virtual Las Vegas as it symbolizes the casino center in many details. Similar to current online casino games, like for example this website, which you can play on browser or a phone app, High Roller Casino simulates perfectly the land based casinos and gives an immersive experience to players.

Our review on High Roller Casino will help you make a more informed decision whether or not its worth a try.

The major purpose of this game experiment is to provide players with a virtual feel of playing in Las Vegas. As soon as you launch the game, you will need to create a character for the game process.

Once this process is complete, the character will appear in the casino as you guide it to the games you want to play. High Roller Casino also provides other Non-player Characters(NPC) as participants in games like Poker and Blackjack.

Every casino has a game description that explains the rules of the game. However, this game offers a different approach as you approach the bartender. You can walk up to the casino manager to get more money if you end up losing all your money.

As you go on, you have the option to save your progress and load it whenever youre ready to go.

There is a high roller in the casino where you need to have a certain amount of bankroll to access it.

You also have the option to change your characters clothing as you go on in the game.

The game offers impressive graphics and theme quality with nice soundtracks. In addition, the controls are pretty simple to use, and the computer AI is quite decent.

High Roller Casino offers players the chance to earn VIP cards. Your VIP status moves up as your bankroll increases. This progress presents you with the chance to acquire a Silver, gold, or platinum card.

These VIP cards boost your rankings and unlock new rewards like extra clothing items, customization tools, and different characters. In addition, you can collect high Roller rewards at the casino manager booth.

You can access the options menu at any time to go directly to a game or change the default settings like soundtracks, sound effects and volume, game stats, and so much more. You also get more comprehensive and detailed information about the games on the menu.

High Roller Casino offers a large variety of popular and rare games you will find in any mobile casino.

Thanks to the well-designed casino games section, finding your favorite games is no problem.

You get an extensive number of table games where you typically play against a dealer. Some of these table games are also available in their variations.

You will find the following table games in High Roller Casino:

The machine games available include:

To play either the table or machine games, you have to walk towards them. However, playing poker in High Roller Casino takes a different approach. To play the poker games, you have to go over to the casino poker manager then select your preferred option.

These poker versions include Omaha 8s or Better, 5 Card Draw, 7 Card Stud, Razz, Texas Hold Em, and Omaha.

A multilayer model has increasingly become an essential and popular feature in any game played on PC, mobile phones, or consoles. It has become an attractive feature in any casino game as players fancy the competition of playing against other people.

Most software developers have made this feature available in games they produce. Sadly with High Roller Casino, this isnt the case as it doesnt offer any multiplayer mode. The unavailability of this feature is a serious letdown for most players who love to compete with their friends.

High Roller Casino has not generated a lot of reviews since its release. However, the few public reviews it received were generally mixed.

The total reviews delivered by critics were also far below the standard average requirement for Metacritic to estimate a score. For example, Ivan Sulic of Imagine Games Network (IGN) gave the game a ridiculous 1 in 5 stars rating.

He stated his overall level of displeasure and criticized every aspect of the game, pointing out the poor camera system. Other video game websites gave poor reviews, with the best review being a 7/10 rating by Xbox Nation Magazine (XBN).

High Roller Casino offers a different aspect of online gaming with its 3D experience. Unfortunately, many gaming audiences have found it difficult to embrace this gaming platform.

The lack of a multiplayer option is a bummer for players and a major factor that diminishes the games quality.

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The best online sportsbooks in the US – The Sports Gambling Podcast

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The sports betting revolution that has been sweeping the US since 2018 has opened up the frontiers of betting for many millions of US residents. A majority of states across the nation are now operating a fully legal sports betting industry or are planning to launch in 2022.

As sports betting has spread across the US, a variety of sportsbook operators have entered the various state markets. The level of competition in many states is intense as these betting providers aim to attract customers and to offer the best markets, odds and deals.

This range of choice is a good thing for bettors, but it also makes it harder to weigh up which is the best site for you to use for your sports wagers. To an extent, this will depend on what youre looking for from a sportsbook site, but to help you navigate your path through the maze of new sportsbooks, weve analyzed the various options and put together this list of the best online sportsbooks in the US.

BetMGM

BetMGM is the sports betting division of the famous casino operators MGM, and in putting together the BetMGM online platform, the operators were able to draw on many decades of experience in serving a US gambling audience, which has helped to make the BetMGM sportsbook site the best in the business.

One of the distinctive features of the BetMGM site is that it allows you access to all of the MGM betting services with a single set of login credentials, making it easy to switch between sports betting, poker and online casino platforms, which is extremely convenient.

The site itself is beautifully designed and a great example of how design and functionality should work together. The interface is easy to navigate but offers a variety of customizing options so that you can tailor the layout to your preferences. The BetMGM welcome bonus is one of the best in the business, and the site offers an in-depth selection of sports and markets, along with some of the best odds you will find. Currently operating in 14 states, BetMGM is the complete US sportsbook.

FanDuel

FanDuel earned their reputation in the US through offering Daily Fantasy Sports (DFS) services and they have used that expertise to design a strong sports betting platform. While it doesnt quite match BetMGM, it definitely is one of the best you can find in the modern market.

The site is perhaps best known for the range of bonuses and promotions offered, but it is also a well-designed betting platform that lets you switch between markets and events quickly and easily. And, should you want to play a little DFS, you can do that too.

Perhaps the most impressive aspect of the FanDuel site is the fast and convenient betting slip, which has been configured to be intuitive and bettor-friendly. As soon as you make your selection, it appears on the betting slip, which gives you the power to tweak your bet and change your stake level, along with many other options. This is a solid sports betting site that will suit the needs of many bettors.

Unibet

The potential of the US sports betting market has attracted many long-established overseas sports betting companies to set up operations here, and Unibet is one of the most successful.

One of Europes leading sports betting operators, with more than 16 million customers worldwide, Unibet was one of the first to enter the US market back in 2019, and at the time of writing is operating in five states across the US, including the major markets of Pennsylvania, Virginia and New Jersey.

The Unibet welcome bonus is a little smaller than the offerings of BetMGM or FanDuel, but the strength of the Unibet site is in the range of sports covered, which offers impressive depth and variety, including many more obscure sports betting options. Along with this impressive range of betting markets, the Unibet site offers a slick and well-designed user experience and odds that are competitive in most sports. If you want to check how a top European betting operator serves its customers, the Unibet site is a good option.

Conclusion

As the sports betting market in the US grows, US bettors will be faced with an ever-growing list of sportsbook options, so being able to distinguish between the best and the worst will be a crucial aspect of betting success. The sites named here are three of the most user-friendly and effective in the nation and are all good places to start on your quest for sports betting success.

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Do winnings from a Casino get taxed in India? A look at Tax Implications – taxscan.in

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A casino is a facility for certain types of gambling. Casinos are often built near or combined with hotels, resorts, restaurants, retail shopping, cruise ships, and other tourist attractions.

Due to the low cost of data and easy access to smartphones, the online casino industry has evolved tremendously over the last decade. The continuing growth in casino gambling in India has led to more interest from Best Online Casino India.

Income Tax Implication on Online Casino

Section 115BB of the Income Tax Act details the tax implications on income earned from online betting. Per this provision, the winning amount attracts a tax at a flat rate of 30% excluding cess.

Income Tax Implication on Offline Casino

The tax that is paid on winnings from any form of gambling is covered by Section 194B of the Income Tax Act. Any winnings that a person is lucky enough to get are subject to a 30% tax. There is also a surcharge of 10% of this tax. There are no deductions or exemptions which can be applied to the tax.

Implication of Facilitators of Casinos

The person responsible for paying to any person any income by way of winnings from any lottery or crossword puzzle, card game and other game of any sort in an amount exceeding Rs.10,000 shall, deduct income-tax thereon at the rates in force.

This means that the player must file his earnings as tax deducted at source when filing his annual taxes.

Is there any Income Tax Exemption?

The Benefits like house rent allowance, leave travel concession, home loans rebate, etc duly detailed under the various sections of the Income Tax Act cannot be used on the taxable amount of online betting. Moreover, the tax slab rates also do not apply to this income.

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First month of Maryland sports betting results in almost $500,000 in taxes – Saturday Tradition

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SPORTS BETTING

Robert Linnehan | 2 days ago

The first month of Maryland sports betting resulted in nearly $500,000 in taxes for the state, according to Maryland Lottery and Gaming.

Maryland opened retail sports betting on Dec. 9 at MGM National Harbor casino, followed by Horseshoe Casino on Dec. 10, Ocean Downs Casino on Dec. 17 and Hollywood Casino on Dec. 23. The five casinos reported a total of $16,552,430 in handle for the month.

We are truly excited that sports wagering is available, and were eager to do our part to keep the market growing, said Maryland Lottery and Gaming Director John Martin in a press release.

Here are the total handle figures for each casino:

The five casinos paid out $13,382,430 in winning bets to Maryland sports bettors. The average hold rate was 19.2% for the five casinos and that resulted in a hold of $2,670,000 for the month. The taxable win amount was $3,128,660 for the casinos and at a 15% tax rate it resulted in $469,297 for Maryland.

Here are the tax payments for each casino:

Its a respectable start for Maryland and will be interesting to see what the state does in January during its first full month of retail sports betting with all five casinos.

Three off-track-betting venues Long Shots in Frederick, Riverboat on the Potomac in Colonial Beach, Va., and Greenmount Station in Hampstead have been awarded licenses by the Sports Wagering Application Review Commission (SWARC) and are expected to open early this year, according to the Maryland and Gaming Control Commission.

Long Shots and Riverboat on the Potomac are minority and women owned, so they fit the profile of businesses SWARC hopes to include in the states sports betting program.

Its worth noting that online sports betting is also legal, but no licenses have yet to be issued. The vast majority of sports betting revenues and taxes come from online sports betting in a state.

Each casino offering sports betting currently has a partnership with a third party sportsbook operator. MGM National Harbor is partnered with BetMGM, Live! Casino with FanDuel, Horseshoe Casino with Caesars, Hollywood Casino with Barstool Sportsbook and Ocean Downs Casino with TwinSpire.

Each casino will likely apply for an online sports betting license when they are made available.

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Artificial Intelligence | GE Research

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At GE, Artificial Intelligence (AI) development is primarily focused on connecting minds and industrial machines to enable intelligent and user-friendly products and services that move, cure and power the world. GE Research spearheads this charter via the invention and deployment of AI solutions that can execute on industrial devices, at the edge or in the cloud.

AIresearch is practiced as a multidisciplinary exercise at GE, where insights from data-driven machine learning is fused with domain-specific knowledge drawn from areas such as materials, physics, biology and design engineering, to amplify the quality as well as causal-veracity of the predictions derivedwhat we call hybrid AI. We are creating state-of-the-art perception and reasoning capabilities for our AI technology to observe and understand contextual meaning, to improve the performance and life of our assets, industrial systems and human health. We are developing continuous learning systems that teach or learn from other assets or agents and learn from real and virtual experiences to understand and improve behavior.

Some key challenges we tackle include a lack of sufficient labels needed for traditional supervised learning approaches, the need to ingest and link multiple data modalities, and the need to build AI solutions that are interpretable due to safety-related regulatory requirements.

State-of-the-art capabilities in computer vision, machine learning, knowledge representation, reasoning and human system interactions are used to robustly monitor, assess and predict the performance and health of assetsinformation that, when coupled with uncertainty quantification and assurance, provides the information needed to multi-objectively optimize customer-specific metrics.

Examples of customer outcomes enhanced by AI products include reduced downtime on assets through AI-driven proactive intervention (for e.g., airline delays and cancellation), increased throughput (for e.g., optimal control of wind turbine settings to maximize farm output), or reduced costs (for e.g., optimal power plant operation to minimize fuel costs). GE Research is developing and integrating artificial intelligence in healthcare by working to incorporate the technologyinto every aspect of the patient journey (for e.g., improved disease diagnosis, augmenting doctors and clinicians by increasing workflow efficiencies to save precious time).In addition to asset-awareness and management, active AI research areas include Computer Vision, automation, autonomy, User Experience, Augmented Reality and Robotics.

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The promise and pitfalls of artificial intelligence explored at TEDxMIT event – MIT News

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Scientists, students, and community members came together last month to discuss the promise and pitfalls of artificial intelligence at MITs Computer Science and Artificial Intelligence Laboratory (CSAIL) for the fourth TEDxMIT event held at MIT.

Attendees were entertained and challenged as they explored the good and bad of computing, explained CSAIL Director Professor Daniela Rus, who organized the event with John Werner, an MIT fellow and managing director of Link Ventures; MIT sophomore Lucy Zhao; and grad student Jessica Karaguesian. As you listen to the talks today, Rus told the audience, consider how our world is made better by AI, and also our intrinsic responsibilities for ensuring that the technology is deployed for the greater good.

Rus mentioned some new capabilities that could be enabled by AI: an automated personal assistant that could monitor your sleep phases and wake you at the optimal time, as well as on-body sensors that monitor everything from your posture to your digestive system. Intelligent assistance can help empower and augment our lives. But these intriguing possibilities should only be pursued if we can simultaneously resolve the challenges that these technologies bring, said Rus.

The next speaker, CSAIL principal investigator and professor of electrical engineering and computer science Manolis Kellis, started off by suggesting what sounded like an unattainable goal using AI to put an end to evolution as we know it. Looking at it from a computer science perspective, he said, what we call evolution is basically a brute force search. Youre just exploring all of the search space, creating billions of copies of every one of your programs, and just letting them fight against each other. This is just brutal. And its also completely slow. It took us billions of years to get here. Might it be possible, he asked, to speed up evolution and make it less messy?

The answer, Kellis said, is that we can do better, and that were already doing better: Were not killing people like Sparta used to, throwing the weaklings off the mountain. We are truly saving diversity.

Knowledge, moreover, is now being widely shared, passed on horizontally through accessible information sources, he noted, rather than vertically, from parent to offspring. I would like to argue that competition in the human species has been replaced by collaboration. Despite having a fixed cognitive hardware, we have software upgrades that are enabled by culture, by the 20 years that our children spend in school to fill their brains with everything that humanity has learned, regardless of which family came up with it. This is the secret of our great acceleration the fact that human advancement in recent centuries has vastly out-clipped evolutions sluggish pace.

The next step, Kellis said, is to harness insights about evolution in order to combat an individuals genetic susceptibility to disease. Our current approach is simply insufficient, he added. Were treating manifestations of disease, not the causes of disease. A key element in his labs ambitious strategy to transform medicine is to identify the causal pathways through which genetic predisposition manifests. Its only by understanding these pathways that we can truly manipulate disease causation and reverse the disease circuitry.

Kellis was followed by Aleksander Madry, MIT professor of electrical engineering and computer science and CSAIL principal investigator, who told the crowd, progress in AI is happening, and its happening fast. Computer programs can routinely beat humans in games like chess, poker, and Go. So should we be worried about AI surpassing humans?

Madry, for one, is not afraid or at least not yet. And some of that reassurance stems from research that has led him to the following conclusion: Despite its considerable success, AI, especially in the form of machine learning, is lazy. Think about being lazy as this kind of smart student who doesnt really want to study for an exam. Instead, what he does is just study all the past years exams and just look for patterns. Instead of trying to actually learn, he just tries to pass the test. And this is exactly the same way in which current AI is lazy.

A machine-learning model might recognize grazing sheep, for instance, simply by picking out pictures that have green grass in them. If a model is trained to identify fish from photos of anglers proudly displaying their catches, Madry explained, the model figures out that if theres a human holding something in the picture, I will just classify it as a fish. The consequences can be more serious for an AI model intended to pick out malignant tumors. If the model is trained on images containing rulers that indicate the size of tumors, the model may end up selecting only those photos that have rulers in them.

This leads to Madrys biggest concerns about AI in its present form. AI is beating us now, he noted. But the way it does it [involves] a little bit of cheating. He fears that we will apply AI in some way in which this mismatch between what the model actually does versus what we think it does will have some catastrophic consequences. People relying on AI, especially in potentially life-or-death situations, need to be much more mindful of its current limitations, Madry cautioned.

There were 10 speakers altogether, and the last to take the stage was MIT associate professor of electrical engineering and computer science and CSAIL principal investigator Marzyeh Ghassemi, who laid out her vision for how AI could best contribute to general health and well-being. But in order for that to happen, its models must be trained on accurate, diverse, and unbiased medical data.

Its important to focus on the data, Ghassemi stressed, because these models are learning from us. Since our data is human-generated a neural network is learning how to practice from a doctor. But doctors are human, and humans make mistakes. And if a human makes a mistake, and we train an AI from that, the AI will, too. Garbage in, garbage out. But its not like the garbage is distributed equally.

She pointed out that many subgroups receive worse care from medical practitioners, and members of these subgroups die from certain conditions at disproportionately high rates. This is an area, Ghassemi said, where AI can actually help. This is something we can fix. Her group is developing machine-learning models that are robust, private, and fair. Whats holding them back is neither algorithms nor GPUs. Its data. Once we collect reliable data from diverse sources, Ghassemi added, we might start reaping the benefits that AI can bring to the realm of health care.

In addition to CSAIL speakers, there were talks from members across MITs Institute for Data,Systems, and Society; the MIT Mobility Initiative; the MIT Media Lab; and the SENSEableCity Lab.

The proceedings concluded on that hopeful note. Rus and Werner then thanked everyone for coming. Please continue to reflect about the good and bad of computing, Rus urged. And we look forward to seeing you back here in May for the next TEDxMIT event.

The exact theme of the spring 2022 gathering will have something to do with superpowers. But if Decembers mind-bending presentations were any indication the May offering is almost certain to give its attendees plenty to think about. And maybe provide the inspiration for a startup or two.

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The promise and pitfalls of artificial intelligence explored at TEDxMIT event - MIT News

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