Category Archives: Artificial Intelligence
Emerging Artificial Intelligence Technologies of 2020s: Formative AI – Analytics Insight
The innovation in technology has been a direct response to demands and expectations from humans. Emerging technologies like artificial intelligence continues to play a vital role in helping the world in numerous ways. Even artificial intelligence is evolving through many iterations. Recently, Gartner has considered Formative AI in its Hype Cycle for Emerging Technologies 2020. So, what is Formative AI? Lets learn more about it.
Gartner defines Formative AI as a type of artificial intelligence that is capable of dynamically changing itself to respond to a situation. In laymans terms, it refers to artificial intelligence technologies which dynamically adapts based on context. There are a variety of types, ranging from artificial intelligence that can dynamically adapt over time to technologies that can generate novel models to solve specific problems. So basically, apart from carrying complex analysis, Formative AI has potential to create things by itself adding our fears of artificial intelligence replacing humans.
The three most common forms of Formative AI include: Generative AI, AI-assisted software development and Generative Adversarial Networks (GANs). GANs can also be considered as an application of Generative AI. According to Gartner, other emerging technologies in this trend include composite AI, differential privacy, small data and self-supervising learning. These technologies can be used by even enterprises looking to experiment with artificial intelligence and can leverage AI-augmented development, AI-assisted design, adaptive machine learning, ontologies and graphs, and even generative AI. This indicates that the applications of Formative AI range from synthetic data generation, drug discovery to train machine learning models or even design deepfakes with despicable intention. Gartner also predicts Formative AI will be used to streamline how mathematical and machine learning models are created and fine-tuned over time. Gartners Hype Cycle for Emerging Technologies explores the opportunities for organizations in their search for technology-enabled business transformation.
It is true that implementing artificial intelligence technologies will warrant significant investment for companies, but the rewards can far outweigh the initial outlay.While older applications of artificial intelligence like machine learning, computer vision, offer benefits beyond business profit, Formative AI offers freedom to major extent. For instance, suppose researchers need dataset to train an AI model that is not available readily or is insufficient, then they can employ Generative AI to create needed data for good predictions or analysis. Even AI augmented development can empower companies to mitigate staffing and training concerns that hinder AI adoption or scaling.
Moreover, Formative AI helps to reduce the costs of machine learning for enterprises, making it extremely attractive to cost-consciousbusinesses.
One of the popular examples of Generative AI is OpenAIs GPT-3. GPT-3 can create slide presentations, images; write programming code, articles and parse and translate texts and much more. There are nefarious uses of Generative AI through creation of deepfakes that causes security and privacy concerns. Hence, DARPA is pursuing the detection of deepfakes to counteract fraud, disinformation, instigation of social unrest.
Typically, most of the Gartners predictions are proven true with the passage of time. So, if the pursuit of Formative AI goes well, it will have a huge influence on the trajectory of applications of artificial intelligencein future. However, to achieve this we need to pay heeds to another Gartners Hype cycle technology i.e. Algorithmic Trust. As Gartner puts it Models based on responsible authorities are being replaced by algorithmic trust models to ensure privacy and security of data, source of assets and identity of individuals and things. So, we need to have trust algorithms in place to trust the artificial intelligence algorithms for the save use of Formative AI. Else the hype may fizzle out soon!
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Emerging Artificial Intelligence Technologies of 2020s: Formative AI - Analytics Insight
Artificial Intelligence: The great oxymoron of our times – Mint
Michael Jackson was wrong, it turns out. It does matter if you're "Black or White". Algorithms that constitute the top oxymoron of our times, Artificial Intelligence (AI), have affirmed as much in their latest avataar as cyber-cops. Last year, a popular YouTube chess channel called Agadmator got suspended for flouting the site's guidelines. The reason for this, it has just emerged, was the 'racism' detected by AI cyber-cops in the use of words like "black" and "white" in conjunction with terms of aggression like "attack". Cyber-policing is done sneakily, and offenders are not notified of their violations, so it took an Indian avid chess player and scientist, Ashique KhudaBakhsh, 38, six weeks of experimentation to identify what led to the crackdown.
Chess players, of course, are known for an ability to escape traps, but that is usually if they have a human mind at the other end. On the internet, short of playing with chess pieces acceptable to rule-enforcers (pink and grey, anyone?), they may find the going hard.
Defenders of AI will offer the usual defence: that AI is imperfect right now, but is evolving so fast--a language tool called GPT-3 has started writing what many geeks consider poetry--that its 'intelligence' will start showing up soon. This optimism is drawn from another prized contradiction in terms called Machine Learning. All this is part of a technological revolution to minimize the role of human judgement, which is seen as fallible at the best of times. Human folly, we are all acquainted with. What few care to explain is how algorithms designed, fed and taught by fallible beings can be infallible.
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Artificial Intelligence: The great oxymoron of our times - Mint
Steps taken by Government to use Artificial Intelligence for education transformation – The Statesman
The National Education Policy (NEP) 2020 has recommended introducing contemporary subjects like Artificial Intelligence in the curriculum, at relevant stages. The National Council of Educational Research & Training (NCERT) has initiated the process for the preparation of a new National Curriculum Framework for School Education in pursuance of the NEP, 2020 during which the possibility of introducing an introductory course on Artificial Intelligence (AI) at secondary level would also be explored.
Meanwhile, the Central Board of Secondary Education (CBSE) has introduced Artificial Intelligence as a subject in class IX from session 2019-2020 and in Class-XI from session 2020-2021 in their affiliated schools.
Artificial Intelligence has already been applied to education primarily in some tools that help develop skills and testing systems. Artificial Intelligence can drive efficiency, personalization and streamline administrative tasks to allow teachers the time and freedom to provide understanding and adaptability.
By leveraging the best attributes of machines and teachers, the vision for Artificial Intelligence is one where they work together for the best outcome for students.
All AICTE approved institutions have been suggested to offer Artificial Intelligence as an elective in B.Tech. courses and also start B.Tech course in Artificial Intelligence and Data Science to augment the human resource in Artificial Intelligence and Data Analytics. So far asthe Indian Institutes of Technology (IITs) are concerned,their Acts and Statutes allow them to have their own curriculum, academic & research collaboration with Institutions and Universities across the world.
Most of the IITs offer various Artificial Intelligence related courses such as Deep Learning Foundations & Applications, Foundation of Artificial Intelligence and Machine Learning, Reinforcement Learning, Probabilistic Reasoning in Artificial Intelligence, Predictive & Prescriptive Data Analytics, Deep Learning, System Identification, Cyber-Physical Security, Digital Image Processing, etc. Besides, IITs also organize short term programmes, inter-alia, on Artificial Intelligence for the working professional and interested students.
The information was given by the Union Minister for Education Ramesh Pokhriyal in a written reply in the Lok Sabha today.
Sight diagnostics: Artificial Intelligence solution to help prevent blindness – The Financial Express
Research shows that DR is a leading cause of blindness and vision loss in adults, and early detection and treatment is critical to stopping the damage.
Sankara Eye Foundation and Singapore-based Leben Care are deploying a comprehensive retina risk assessment software-as-a-service platform in India. Netra.AI, the cloud-based artificial intelligence (AI) solution, is powered by Intel technology and uses deep learning to identify retinal conditions in a short span of time with the accuracy level of human doctors. Netra.AI can identify diabetic retinopathy (DR), reducing the screening burden on vitreoretinal surgeons.
India has one of the largest diabetic populations in the world and diabetic retinopathy is the major cause for vision loss and blindness in persons of working age. With Netra.AI, Sankara Eye Foundation and Leben Care have leveraged the power of Intel Xeon Scalable processors and built-in Intel Deep Learning (DL) Boost to accurately detect DR and enable timely treatment to effectively combat avoidable vision impairment and blindness in diabetic patients, said Prakash Mallya, VP & MD of Sales, Marketing and Communications Group, Intel India.
Why it matters: Research shows that DR is a leading cause of blindness and vision loss in adults, and early detection and treatment is critical to stopping the damage. However, the lack of trained retinal specialists in Indiaespecially in remote, rural regionslimits effective screening of asymptomatic patients. This results in patients presenting late with advanced diabetic eye disease.
Netra.AI analyses images from portable, technician-operated fundus camera devices, for immediate results of referable DR grading via a cloud-based web portal. The solution uses cutting-edge AI algorithms, developed in collaboration with leading retina experts, with a four-step deep convolutional neural network (DCNN). This neural network helps in detecting DR stage and annotating lesions based on pixel density in the fundus images. The solution can be expanded to other retinal conditions and glaucoma, helping to reduce the screening burden on healthcare specialists and focus key resources on patients who need immediate care and intervention.
So far, Netra.AI has screened 3,093 patients in India and identified 742 at-risk patients. The solution generates detailed reports within two minutes of uploading images and offers immediate and highly accurate diagnosis to help doctors provide instant counsel for patients needing a referral to the hospital.
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Sight diagnostics: Artificial Intelligence solution to help prevent blindness - The Financial Express
Famous Russian phrases auto-completed by artificial intelligence – Russia Beyond the Headlines
Leo Tolstoy
We took the most iconic quotes from Russian literature together with proverbs and let a neural network auto-complete them. That turned out to be fun!
Ever wondered if artificial intelligence could be as poetic and insightful as famous writers? Well, we took a handful of phrases by Russian writers, quotes from their novels, as well as folk proverbs and then asked the Write With Transformer web app to complete them. Below you can find both the original version and the one completed by a neural network. Let us know in the comment section which one you like more!
1. Original: All happy families are alike, each unhappy family is unhappy in its own way. (The beginning of Leo Tolstoys Anna Karenina)
A still from 'Anna Karenina' movie
Auto-completed: All happy families are alike... they all have one thing. But how often have we heard, or read of families of one sex, who have had children with each other, and have become estranged from the rest of their families?
2. Original: If your wife has been unfaithful to you, rejoice that she has betrayed merely you, and not your country. (A quote from Anton Chekhovs Life is Wonderful short story)
Auto-completed: If your wife has been unfaithful to you... and you don't know why, you should seek for a cause with God, and if you can find it, try to change it.
3. Original:Russia cant be understood with the mind alone,No ordinary yardstick can span her greatness:She stands alone, unique In Russia, one can only believe.
(A poem by Fyodor Tyutchev)
Auto-completed: Russia cant be understood with the mind alone because theres only one reality, and that reality is a total lie. In order to understand the truth one must first know the meaning of life: it is the goal of human existence and the only realization of all.
4. Original: Am I a trembling creature or have I the right? (A quote from Dostoyevskys Crime and Punishment)
A still from 'Crime and punishment' movie
Auto-completed: Am I a trembling creature or have I the right ... to have my head pierced by an angel's blade? How can I be happy that I am a trembling creature or have I the right to make a mistake?
5. Original: Life is too short to waste it on diets, stingy men and bad moods. (A witty quote from famous Soviet actress Faina Ranevskaya)
Auto-completed: Life is too short to waste it on other things, such as books and movies. There's no point at all in giving away your life to anyone else. You know what? You can't be in that life at all if you don't know anything about life. The more time you spend in the present, the less likely you are to change anything.
6. Original: Russia has two misfortunes: fools and roads. (An aphorism allegedly belongs to Nikolai Gogol)
Auto-completed: Russia has two misfortunes to fix. Firstly, it doesn't have to be in Europe, it can just be in America, as long as they have to live in Europe. Second, when there is a country that has a different approach to the European Union, it doesn't have to be the UK.
Or another version of the neural network: Russia has two misfortunes and its hard not to assume that any one of them has a positive effect on the situation. The only way to prove it is to see if the US and Russia are going to be able to take care of each other.
7. Original: I still recall the wondrous moment:When you appeared before my sightAs though a brief and fleeting omen,Pure phantom in enchanting light.
(A poem by Alexander Pushkin)
Auto-completed: I still recall the wondrous moment a small boy stood in front of me, his face hidden in a large black mask, in a tiny garden surrounded by trees that looked like the remains of a giant cactus. I looked at him, as if I were seeing a ghost.
8. Original: He who does not work, neither shall he eat. (An aphorism from the New Testament widely used by Russian revolution leader Vladimir Lenin)
Auto-completed: He who does not work hard and keeps on doing what he does best will get a fair share of the profits.
9. Original: What is the strength in, brother? All strength in truth. (A quote from the movie Brat 2)
A still from 'Brother-2'
Auto-completed: What is the strength in, brother? Strength is a matter of faith.
10. Original: A spoken word is not a sparrow. Once it flies out, you cant catch it. (A proverb)
Auto-completed: A spoken word is not a sparrow... as some might think. Rather a small, delicate, and delicate insect can be a bird, a tree, a leaf, or even a horse; if they know where to go, then when they get to the top, they don't miss a chance to get down to their own roots.
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IAB Artificial Intelligence Group To Build Standards, With Focus On AI, Machine Learning, Bias 03/10/2021 – MediaPost Communications
The AI Standards Working Group, co-chairedby IBM Watson Advertising and Nielsen, today released theguideArtificial Intelligence Use Cases and BestPractices for Marketing, which is intended to help executives, marketers, and technologists get the most from artificial intelligence (AI) and machine learning (ML). The announcement was made duringthe IAB ILM annual conference.
The guide -- which provides dozens of working examples -- draws directly from the real-world experience of the co-chairs as well aspublishers, agencies, and ad-tech companies. Itincludes nine use cases that span internal robotic process automation and data migration for agencies as well as AI use cases for creative,contextual, video, and more.
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David Olesnevich, head of product at IBM Watson Advertising, and IAB AI Standards Working Group co-chair, believes the work and the guideprovide a road map through insights driven by conversations about real-world challenges faced daily by some of the industry's largest brands.
It felt natural toform this group, so we reached out to IAB to generate momentum, because with privacy forwardness, changes in identifiers, and government regulators we will need technology that canscale, he said. We believe thats AI.
AI was once deployed in advertising at the DSP level, which is very transactional, but now is beingused across the entire stack, including planning and the development of creatives.
Bias is one of the key topics the group will address, based on feedback fromindustry participants following todays release.
The reason why bias is scheduled to be the next topic of discussion is because it was on everyonesradar, he said, adding that it is an issue the group will address head on with other partners like Dentsu, GumGum, and Dun & Bradstreet.
EvenGoogle is using AI to create Cohorts.
Onegoal of the guide is to share different perspectives on how AI and ML could work, along with adoption, as well as to understand different views based on groups within the industry.
Feedback from C-suite agency executives suggests they are apprehensive about aligning AI and ML to their business priorities and objectives, how to ensure teams havethe skills they need to use the technology, and finding ways to implement solutions with a third-party partner or leveraging existing internal resources.
Despite theconcerns, C-suite agency executives do expect the technologies to create a competitive advantage, and to increase profit margins by reallocating manual effort against work by offloading criticalbusiness function, leaving the tedious tasks to machines.
Marketers have a different take on what the technologies can do, and the apprehensions that might keep themfrom using them.
Marketers look toward AI and ML to automate ad creation for addressable and non-addressable programmatic media formats, automatic media mix modelingbased on brand and performance metrics, and optimize audiences based on addressable and non-addressable programmatic media formats.
They are apprehensive about the biastheir efforts might create. When it comes to bias, they wonder whether a media vendor is using AI or ML to benefit them or their clients, and are concerned about the lack of human touch that resultsin issues at the account level, and will adoption help or hurt their career development.
Technologists are also concerned that the algorithms running the AI and MLcould be biased and assume certain behavior based only on race or gender. They also have concerns that AI-based systems might not perform fast enough or scale to their intended level, and that thedata to build a performant algorithm might not be available or affordable.
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IAB Artificial Intelligence Group To Build Standards, With Focus On AI, Machine Learning, Bias 03/10/2021 - MediaPost Communications
Lees Famous Recipe using artificial intelligence at drive-thru to combat pandemic induced issues – Dayton Daily News
Our technology is conversational AI. Its basically composed of speech recognition technology that we have that is able to take the audio of your speech in a very noisy environment, said Hi Auto Chief Technical Officer Eyal Shapira.
The company specializes in voice recognition software used in cars and smartphones but has now moved their technology to the drive-thru with conversational artificial intelligence. The technology is able to extract your voice from traffic or other people talking in the car that could otherwise make it difficult to understand what a customer is ordering. The second half of the technology is understanding natural language and is able to get the meaning of what customers want exactly.
Doran said the Englewood location has been significantly impacted by the staffing hardships and would be a good location to adequately test the technology.
Its become increasingly difficult to have people want to work in restaurants for a variety of reasons. The obvious one is the pandemic and potential exposure and having to wear a face mask for eight to nine hours a day is another concern for a lot of people, he said.
With people still using caution when outside more people have opted for drive-thru restaurants to limit their interaction with people inside of businesses which can increase the wait time for customers. Number one expectation of customers when they enter a drive-thru is speed of service. So I viewed this as an opportunity to potentially address that issue, Doran said.
Implementing the technology wont cut hours or payroll for the location and if the employees and customers respond well to the technology Doran said they have plans to use it at at least four more locations.
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Lees Famous Recipe using artificial intelligence at drive-thru to combat pandemic induced issues - Dayton Daily News
CloudCommerce to Use Artificial Intelligence (AI) to Solve Industry Problems Caused by Google – GlobeNewswire
SAN ANTONIO, March 05, 2021 (GLOBE NEWSWIRE) -- CloudCommerce, Inc. (CLWD), a leading provider of digital advertising solutions, today announced that its AI-driven SWARM platform will rely on a novel approach to overcome Googles newly released ad-targeting restrictions that are hitting hard at ad-targeting firms such as The Trade Desk, Magnite and Criteo.
Shares prices of many companies that specialize in targeted online advertising declined this week. Ad-buying platform leader The Trade Desk sell-side specialist Magnite and ad retargeting expert Criteo were hit especially hard.
Market watchers attributed much of the decline in share prices to news from Google that it will soon begin restricting the way that data is used for ad campaigns.
Ad-targeting companies such as Criteo, The Trade Desk and Magnite rely on so-called third-party browser cookies for their data gathering and organization efforts, particularly when ad campaigns are shaped around the specific browsing behavior of specific web users. Googles announcement that third-party cookies are going away someday soon was very bad news for the ad-targeting industry. Further, Google took the next step of promising to make it harder to replace cookies with alternative user-tracking technologies.
"Today, we're making explicit that once third-party cookies are phased out, we will not build alternate identifiers to track individuals as they browse across the web, nor will we use them in our products," said David Temkin, Google's director of product management, ads privacy, and trust. Further, Mr. Temkin suggested that workarounds such as user tracking by email addresses will eventually fail as users demand tighter browsing privacy under an evolving regulatory framework.
Google also announced that its market leading Chrome browser will feature new privacy controls in April as the first step toward deeper privacy protections by default.
We believe that our SWARM platform will deliver a solution that will overcome this problem caused by Google while still ensuring the privacy of users, said Andrew Van Noy, CEO of CloudCommerce. Why? Simply because SWARM does not rely on the use of browser cookies.
Mr. Van Noy, continued, Instead, SWARM uses AI to manage personas which will now become more important than ever for targeting purposes. Cookies are dead. Also, our use of personas will overcome another challenge for the ad targeting industry created by Apple as soon as it releases its next operating system that will ask users to opt in to share their location on every mobile app. As a result, location data willdecrease significantly to the point where it won't be scalable.
A persona is a proxy for a brands target audience. A proxy represents someone who has the same interests, priorities and concerns as the brands buyers. Within the brands target market, there are several ideal customer profiles, and each ideal customer profile could have a multiple number of personas. Developing these personas is based on extensive research and requires the use of artificial intelligence and machine learning tools.
For brands of all types, artificial intelligence will make buyer personas more valuable than ever by making them more accurate and personalized. How? By inventing how persona building works, including:
Mr. Van Noy concluded, We are convinced that personas will replace cookies. Our approach is unique, and we believe that it will be disruptive in the ad targeting and ad buying process. Not only will our AI-driven SWARM platform overcome the new challenges posed by the actions of big players, such as Google and Apple, but it will ensure user privacy and lead to lower advertising costs.
For more information about AiAdvertising, please visit the Companys new website at http://www.AiAdvertising.com.
About CloudCommerce
CloudCommerce is a leading provider of digital advertising solutions. Our flagship solution, SWARM, analyzes a robust mix of audience data to help businesses find who to talk to, what to say to them, and how to market to them. We do this by applying advanced data science, behavioral science, artificial intelligence, and market research techniques to discover, develop and create custom audiences for highly targeted digital marketing campaigns. For more information about the Company, please visit http://www.CloudCommerce.com.
Forward-Looking Statements
This press release may contain forward-looking statements within the meaning of the safe harbor provisions of the U.S. Private Securities Litigation Reform Act of 1995. Forward-looking statements are neither historical facts nor assurances of future performance. Instead, they are based only on our current beliefs, expectations and assumptions regarding the future of our business, future plans and strategies, projections, anticipated events and trends, the economy and other future conditions. Because forward-looking statements relate to the future, they are subject to inherent uncertainties, risks and changes in circumstances that are difficult to predict and many of which are outside of our control. Our actual results and financial condition may differ materially from those indicated in the forward-looking statements. Therefore, you should not rely on any of these forward-looking statements. Important factors that could cause our actual results and financial condition to differ materially from those indicated in the forward-looking statements are included in our filings with the Securities and Exchange Commission, including the Risk Factors section of our annual report on Form 10-K for the year ended December 31, 2019. Any forward-looking statement made by us in this release is based only on information currently available to us and speaks only as of the date on which it is made. We undertake no obligation to publicly update any forward-looking statement, whether written or oral, that may be made from time to time, whether as a result of new information, future developments or otherwise.
Press Contact:
CloudCommerce, Inc.Tel: (800) 673-0927communications@cloudcommerce.com
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CloudCommerce to Use Artificial Intelligence (AI) to Solve Industry Problems Caused by Google - GlobeNewswire
Decision intelligence: The new BI – CIO
Business intelligence (BI) platforms are evolving. By adding artificial intelligence and machine learning, companies are transforming data dashboards and business analytics into more comprehensive decision support platforms. This movement toward decision intelligence sees its sophisticated mix of tools increasingly embedded into enterprise workflows, when and where decision-makers need them most.
Decision intelligence is the ability of the enterprise to process large amounts of data to make decisions, says Nicole France, analyst at Constellation Research. Its the same thing that business intelligence was going to do, but accessible throughout the enterprise.
Some of the most visible examples of decision intelligence in action are recommendation engines, which use analytics to predict which products consumers would find most appropriate, or which movies they should watch next. Tools such as these provide context and pertinent options to help people make better decisions, France says, adding that the dashboards and analytics of traditional BI tools are still valuable, but decision intelligence is more accessible and relevant.
For people on the front lines, context matters, she says. And theres a degree of complexity thats difficult to get right. The goal is to present things in a clear, easy to understand way, so people can understand some complex analysis, and make a decision quickly.
Seminar on artificial intelligence in education – The Hindu
A three-day online international seminar on Artificial intelligence in education will begin on Monday.
Being organised by the State Institute of Educational Technology, in association with the Department of Education of the University of Kerala, the webinar will discuss how artificial intelligence (AI) may have an impact on curriculum design, individualisation of learning, and assessment. The webinar will also discuss the ethical, technical, and pedagogical challenges against the backdrop of education in a digital world.
Central Institute of Educational Technology Joint Director Amarendra P. Behara will inaugurate the webinar. SIET Director B. Aburaj will preside over the function,
Jintavee Khlisang, Professor in the Department of Educational Technology and Communication, Chulalongkorn University, Thailand, will speak on Hybrid models of teaching and learning process, while Kaushal Kumar Bhagat, Assistant Professor, Indian Institute of Technology, Kharagpur, will talk about augmented reality.
Researchers will present papers on how artificial intelligence can be used in education.
Those who register on the SIET Kerala website will be sent a link for taking part in the webinar, Mr. Aburaj said in a statement issued here today.
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