Daily Archives: December 5, 2021

Sense raises $50M to bolster recruitment efforts with AI – VentureBeat

Posted: December 5, 2021 at 12:02 pm

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Recruiting is a top concern for enterprises in 2021. In a survey by XpertHR, roughly one-half of responding employers plan to increase their workforce in 2021, but expect that hurdles will stand in the way. A high volume of low-quality applicants is stymying the search for the ideal candidates, with one source pegging the average number of unqualified applicants at 75%. Even among those that do make it through the recruiting funnel, a significant portion ultimately change their minds exacerbating the recruiting challenge.

Against this backdrop, Sense, an AI-driven talent engagement and communications platform, today announced that it raised $50 million in series D funding led by SoftBank. CEO Anil Dharni says that the proceeds, which bring Senses total capital to $90 million, will be put toward hiring and recruitment as well as product development.

San Francisco, California-based Sense was launched in 2016 by Dharni, Alex Rosen, Pankaj Jindal, and Ram Gudavalli. Dharni is an active entrepreneur, having cofounded AnswerU and social gaming networks Storm8 and Funzio prior to starting Sense. Jindal was previously the CEO of Akraya, an IT and marketing consulting agency headquartered in Bengaluru. As for Gudavalli, he cofounded Funzio with Dharni and worked alongside him at Hi5, a social network whose parent company was acquired by MeetMe in 2017 for $60 million.

In the past decade, weve seen a shift in the workforce dynamic. Candidates have more options and subsequently more power than ever before And yet, recruiters and hiring teams are still stuck in the dark ages when it comes to creating the ultimate candidate experience, Dharni told VentureBeat via email. I want to create a world where recruiters and talent acquisition leaders are loved by the candidates they serve. The bottom line is, companies are struggling in a massive way to retain and engage with employees.

Sense offers a slate of job candidate matching and screening services in addition to a drag-and-drop recruitment campaign creation tool. With the platforms services, which sync with Workday, Greenhouse, and other existing applicant tracking systems, companies can deduplicate pools of new applicants against existing databases and send targeted follow-up messages, among other tasks.

Sense also provides a shared inbox through which HR teams can manage and prioritize candidate conversations, sort and view chats, and perform searches by name, name, and tags. For companies offering referral programs, Sense can host a dashboard that shows open positions and allows employees to submit referrals and track where they are in the hiring process. Managers can use the dashboard on the backend to manage submissions, approvals, rewards, and payouts.

Sense says that its developed algorithms that can automatically trigger messages and workflows based on a candidates profile data or when they complete a certain action in a journey. The platforms candidate email and text messaging feature which can send messages to up to hundreds of candidates at once can optionally automate messages with personalized texts that answer questions, explain benefits, and provide status updates on hiring.

In September, Sense launched a chatbot that sources and screen candidates by responding to questions when recruiters are offline. A part of the companys larger platform, the chatbot can schedule interviews and support database reactivation through proactive candidate outreach.

Sense says that the chatbots design was informed by its own research, including a recent survey it conducted on strategies for recruiting success. The survey, which canvassed 600 leaders at staffing agencies, found that recruiters spend up to 50% of their time on manual and repetitive tasks andtake over 6 hours to respond to new leads, on average.

Theres no shortage of platforms claiming to leverage AI to expedite the hiring and recruitment process. For example, Xor is developing a chatbot that handles job candidate recruiting and screening processes, and Celential.ai which focuses specifically on the software industry employs models to match candidates with open roles.

Other Sense competitors include Wade & Wendy, Workey, and Phenom People, but Dharni believes theres plenty of business to go around in the $19.38 billion HR solutions market. Senses customers include teams at Amazon, Volt, PrideStaff, and Sears.

We have over 350 million candidate profiles across over 600 customers. [T]ens of thousands of recruiters use Sense every day to interact and converse with millions of candidates each month, Dharni said. The pandemic has accelerated investment in recruitment technology and the adoption of Sense. It has pushed companies to pulse [and] survey employees more frequently to proactively understand employee challenges and solve them. It has [also] powered competitive hiring and contingent hiring. As a result of the pandemic, outbound communication and engagement through our platform grew 500%.

According to Alexander Mann Solutions, 96% of senior HR professionals believe that AI has the potential to greatly enhance talent acquisition despite assertions by some advocates that these tools can perpetuate bias in hiring processes. A number of reports, including theHidden Workers: Untapped Talentstudy, have raised concerns about potential bias arising from the use of AI in hiring.

Via email, Gartner research VP Helen Poitevin told VentureBeat that theres inherently less risk of AI bias in top of the funnel recruitment activity like the kind that Sense orchestrates. Thats not to suggest there isnt risk Poitevin stressed the need for companies like Sense (and their customers) to pay attention to the data being used and the assumptions being built in to the candidate-to-job-matching algorithms. But human biases are more likely to come into play with these types of solutions, she asserted, like biases in the language used to describe positions or the tone in outreach.

Looking at Senses website, I see that they are being used to engage, message, manage referrals, and engage with candidates through a chatbot. This is akin to other solutions on the market more oriented to candidate relationship management and recruitment marketing, engaging with candidates, Poitevin said. The risk is not as high as when AI is being used to rank the fit of a candidate to a given job opportunity For example, a recruiter simply being interested in a profile is not considered a robust assumption in an algorithm determining what makes a good match between a candidate and a job. These types of data and assumptions built into algorithms are much more likely to lead to biased decision-making in the hiring process.

Sense has 185 employees, a number it expects will double by the end of 2022.

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1 Dividend King Is Leveraging AI to Stay On Top – Motley Fool

Posted: at 12:01 pm

Dividend stocks can be a great way for retirees to generate meaningful income from their investments while maintaining a lower-risk portfolio.

Among this group of stocks is an elite class that has earned the designation as Dividend Kings -- or companies that have increased their annual dividend payouts for 50 straight years or more. Cincinnati Financial (NASDAQ:CINF) is an insurance company that has earned this designation and managed to increase its dividend payout annually for 61 years straight. Only eight publicly traded companies have a longer streak.

Image source: Getty Images.

What has allowed Cincinnati Financial to continue performing so well for so long? Well, part of the secret is the company's ability to adapt to changes in its business. Insurers are increasingly collecting more data and using artificial intelligence (AI) in making underwriting decisions. Cincinnati Financial faces competition from young insurers leveraging AI to disrupt the industry. To stay ahead of the competition (or at least keep pace with them), Cincinnati Financial has invested heavily in its own data and AI-powered business.

It's an investment that appears to be paying off.

Cincinnati Financial is an insurer that focuses mainly on underwriting property and casualty insurance policies for individuals and businesses. Roughly 62% of its premiums coming from commercial lines of insurance including property, and from worker's compensation insurance. Another 26% of its premiums come from personal lines of insurance for things like homeowners and auto insurance.

Cincinnati Financial has a history of growing profits at good margins and its also a cash-generating machine. From 2012 through 2020, the company has grown its cash flow from its property-casualty insurance at a steady 11.5% compound annual growth rate. This consistent cash generation provides Cincinnati Financial with more than enough cash to cover claims, pay out dividends, and pursue investment opportunities for added growth.

The insurance industry is ripe for disruption from newer start-ups leveraging AI to reimagine the underwriting and claims process. Several unicorns, like Root and Lemonade, are utilizing AI to underwrite policies in a fraction of the time and resolve insurance claims quicker. AI will play a key role for insurance companies over the next decade. According to researchers at McKinsey:

"The winners in AI-based insurance will be carriers that use new technologies to create innovative products, harness cognitive learning insights from new data sources, streamline processes and lower costs, and exceed customer expectations for individualization and dynamic adaptation."

While unicorns are using AI to disrupt the industry, companies like Cincinnati Financial look to AI to maintain and build on their decades of experience. The insurer has built up its data and analytics risk models to underwrite better policies and improve the claims process.

The company credits these models for its lower share of property and casualty losses compared to the industry over the past five years. CEO Alan Schnitzer also credits the model for helping the company avoid underwriting plans for areas of the coast when Hurricane Ida made landfall this August in Louisiana. The model also helped it manage risk in those states where the hurricane passed through by using flood risk scoring and location intelligence models to set premiums accordingly.

Cincinnati Financial's AI model was also used to handle claims quickly and efficiently. One aspect of its claims response for Hurricane Ida was AI-assisted claim damage detection. By using high-resolution aerial images to evaluate home damage, the company could remotely identify customers with exterior damage and pay losses -- before customers returned home, in many cases. By leveraging AI, Cincinnati Financial could provide a better customer experience while significantly reducing the time to process claims.

Image source: Getty Images.

According to Risk Management Solutions Inc., losses from Hurricane Ida are estimated to come in between $31 billion and $44 billion for insurance companies. Despite Hurricane Ida's outsize damage, Cincinnati Financial made out well during the quarter. In the third quarter, the company posted a combined ratio of 92.6%. Combined ratio is a key measure of profitability for insurance companies. This ratio measures losses paid to cover claims plus expenses, divided by total premiums earned. A ratio below 100% means a company is writing profitable policies. In comparison, a ratio above 100% indicates the company is losing money on policies.

By comparison, Progressive saw a combined ratio of 142.3% on its property line of coverage and a 100.4% combined ratio for the overall business.Meanwhile, Allstate saw its homeowners' combined ratio come in at 111%, while the overall combined ratio was 105.3%.

Image source: Getty Images.

Business-wise, Cincinnati Financial has done a stellar job against its peers. Over the past five years, the insurer has achieved combined ratios below the industry average. It has done so while growing premiums above the industry average in four of the past five years. In 2020, the insurer saw premiums increase 6.3% compared to the industry average of 2.5%.

Cincinnati Financial has a long history of profitability, which is part of why it has been able to increase its dividends for 61 years straight. The stock also yields investors over 2.1% annually, which is higher than the S&P 500 average of about 1.3%.

Leveraging AI to improve underwriting and speed up the claims process is a positive sign it can fend off newer entrants in the space -- and makes Cincinnati Financial a solid dividend stock for any retiree's portfolio.

This article represents the opinion of the writer, who may disagree with the official recommendation position of a Motley Fool premium advisory service. Were motley! Questioning an investing thesis -- even one of our own -- helps us all think critically about investing and make decisions that help us become smarter, happier, and richer.

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Teslas Director of AI Shares A New Project That Tesla Is Hiring For – CleanTechnica

Posted: at 12:01 pm

Teslas Director of Artificial Intelligence (AI), Andrej Karpathy, shared a thread this week about a new project that his team is working on. He also shared some video footage from it. The thread, in a nutshell, is an invitation for those interested in helping Tesla solve this particular problem. They want you to apply for a job.

Karpathy noted that the videos were panoptic segmentation from the new project and were too raw to run in the car. So, instead, they are feeding it into auto labelers.

In AI, panoptic segmentation is the task of clustering parts of an image together that belong to the same object class. Another term for this is pixel-level classification. It partitions images or video frames into multiple segments or objects. An auto labeler simply labels raw, unlabeled data. Labeling helps an AI understand the implications of a pattern. PatternEx has an in-depth article about this term and uses the Pandora app as an example. As you hear a song and click the thumbs up, you are basically telling it that you like the song. This is labeling. Another example is a parent reading a book to a baby, tapping an image of a dog, and saying the word dog.

So, explaining Andrejs tweet in laymans terms, he is simply saying that the videos are from a new project where they are clustering parts of an image/video that belong to the same object class and then getting it labeled via AI. After that, the aim is to improve the system more and more so that the AI gets better and better at seeing the world in a complete, comprehensive, human (but actually superhuman) way.

Karpathy pointed out that it is still early for this task and that Tesla needs help perfecting these panoptic segmentation predictions and realizing the downstream impact.

Whos gonna help Tesla? Anyone who wants to can apply to join the team here.

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Prisons transcribe private phone calls with inmates using speech-to-text AI – The Register

Posted: at 12:01 pm

In brief Prisons around the US are installing AI speech-to-text models to automatically transcribe conversations with inmates during their phone calls.

A series of contracts and emails from eight different states revealed how Verus, an AI application developed by LEO Technologies and based on a speech-to-text system offered by Amazon, was used to eavesdrop on prisoners phone calls.

In a sales pitch, LEOs CEO James Sexton told officials working for a jail in Cook County, Illinois, that one of its customers in Calhoun County, Alabama, uses the software to protect prisons from getting sued, according to an investigation by the Thomson Reuters Foundation.

"(The) sheriff believes (the calls) will help him fend off pending liability via civil action from inmates and activists," Sexton said. Verus transcribes phone calls and finds certain keywords discussing issues like COVID-19 outbreaks or other complaints about jail conditions.

Prisoners, however, said the tool was used to catch crime. In one case, it allegedly found one inmate illegally collecting unemployment benefits. But privacy advocates arent impressed. "The ability to surveil and listen at scale in this rapid way it is incredibly scary and chilling," said Julie Mao, deputy director at Just Futures Law, an immigration legal group.

Codenamed ISM001-055, the drug was first formulated by Pharma.AI, a software platform described as drug discovery engine developed by startup Insilico Medicine, earlier this year in February.

The molecule was designed to treat idiopathic pulmonary fibrosis (IPF), a lung disease that causes scar tissue to build inside the organ making it difficult for people to breathe properly. After initial tests, ISM001-055 seemed so promising that Insilico Medicine decided to launch clinical trials.

Healthy volunteers were selected for the trial to test for any side effects. "We are very pleased to see Insilico Medicine's first antifibrotic drug candidate entering into the clinic, said Feng Ren, chief scientific officer of Insilico Medicine. We believe this is a significant milestone in the history of AI-powered drug discovery because to our knowledge the drug candidate is the first ever AI-discovered novel molecule based on an AI-discovered novel target.

There is no current cure for the IPF. If the AI-designed drug is capable of treating the disease itll show that the technology is capable of developing new drugs at lower costs than traditional methods.

Timnit Gebru, who was controversially fired from her position as co-lead Googles Ethical AI research team a year ago, has set up her own independent lab.

The Distributed AI Research Institute (DAIR) is focused on studying social harms of AI, and how they can be best mitigated. It has received a total of $3.7m in funding from philanthropic groups and non-profit orgs such as the MacArthur Foundation, Ford Foundation, Kapor Center, Open Society Foundation and the Rockefeller Foundation, according to the Washington Post.

Gebru said she wanted to remain independent, and has chosen to stay away from big name investors to avoid being influenced by large tech firms. Lets say I antagonize a funder not these, but others, she said. Theres all of these Big Tech billionaires who also are in big philanthropy now. DAIRs research will scrutinize and critique these big firms.

Some early projects with the institutes first research fellow Raesetja Sefala will study analyze satellite images to study the effects of segregation in South Africa.

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10 AI Innovations that are Transforming the Automobile Industry – Analytics Insight

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The advent of these AI innovations has truly revolutionized the automobile industry.

The integration of cutting-edge technologies such as artificial intelligence, computer vision, IoT, and many more into vehicles has dramatically changed the image of the automobile industry. The automobile industry has started leveraging AI in the whole process starting from designing to after-sale service and drivers safety. Artificial intelligence has laid down the foundation for smarter vehicles in smart cities through this industry. Multiple hi-tech automotive companies have started leveraging cutting-edge technologies to strive in the competitive market with the utmost customer satisfaction.

3D Printers: The introduction of 3D printers has transformed the automobile industry in the last few years. The industry utilizes 3D printers for creating automotive prototypes to check fitness, making aesthetically pleasant parts, designing efficient car models, and many more. One of the important technologies behind 3D printers is Fused Filament Fabrication (FFF) that is used for the production as well as end-use parts in the automobile industry.

Smart Helmets: Smart helmets are one of the most important AI innovation in this industry for the safety of drivers. Smart helmets are completely different from traditional helmets for the implementation of GSM and GPS technologies. Drivers are inclined towards smart helmets owing to its advanced technology to call an ambulance or a family member post-accident, the presence of operation vibration sensors, alcohol sensors, crash alerts, LED lights, and many more.Autonomous Vehicles: Autonomous vehicle (AV) is the hottest topic in this industry to provide major help to citizens. Multiple hi-tech giants are aiming at manufacturing autonomous vehicles across the world. AV is capable of sensing the nearby environment and driving on its own without any human driver on the drivers seat. It can go anywhere like a classical car after entering the destination. It is very useful for senior citizens to have freedom and independence to roam around in the city.Collaborative Robots: Collaborative robots or cobots are thriving in this industry with their smart functionalities such as machine loading, machine tending, inspection, assembly in productions, and many more efficiently and effectively. Cobots tend to work with human employees to enhance outcomes, consistency, flexibility, and support without any potential error.Machine Vision: Machine vision is known as a key technology for optimizing different processes in value chain including quality assurance, production, logistics, and many more. The automobile industry is leveraging machine vision for unambiguous object detection, accelerating existing production processes, eliminating potential errors or risks, and so on. It has high speed where the algorithms need milliseconds to detect, analyze, and process sufficient data from images.

Automated Guided Vehicles: Automated Guided Vehicles (AGVs) have started providing multiple benefits to the automobile industry such as reduction in direct labour cost, eliminating workforce shortage, removing potential errors, limiting heavy goods handling, scalability, enhancing productivity, ensuring better safety, and many more. AGVs are known for carrying assembly lines while being forklift-sized wheeled carts to use software in navigating their movements efficiently and effectively.

Driver Monitoring System: Driver monitoring system is emerging as one of the top AI innovations for alerting drivers during drowsiness, distraction, and so on to avoid fatal road accidents. It is also known as a driver state sensing that utilizes a driver-facing hi-tech camera with infrared LEDs on the dashboard to track the eye movements of drivers. There is advanced on-board software that collects the data and creates an initial baseline of the normal active driver. It analyzes whether the driver is blinking more, feeling dizzy, narrowing the eyes, and other eye movements to issue audio alerts to keep him alert.

AI Cameras: The integration of AI cameras in different vehicles has increased revenues in the automobile industry. Drivers are preferring cars with AI cameras to provide safety to oneself as well as family members. These AI cameras are providing multiple services to drivers with a combination of multi-path approach as well as artificial intelligence for image or video recognition to make roads much safer.Vehicle Tracking Software: The automobile industry has recognized the importance of vehicle tracking software to locate the vehicle efficiently and effectively. GPS is set to provide a live update of different locations of a vehicle and its condition. It helps in the recovery of a stolen vehicle and provides details on fuel, speed, engine, and many more. There is an advanced mapping feature to zoom in to the street level with a close and accurate view for analysing routes without any error and wastage of time.Automotive Insurance: Automotive insurance plays an important role in this smart automobile industry. Drivers can perform their own auto damage assessment for their respective insurance companies without any potential error. There will be on-screen instructions on how to video the damage and later submit it for an automotive insurance claim. Artificial intelligence will inform drivers how to repair and the total cost covered by the insurance.

The automobile industry is waiting for more evolving and ever-changing trends of artificial intelligence to enhance productivity and manufacture smarter vehicles. The implementation of artificial intelligence is set to protect the safety of drivers and provide a good experience to passengers in the nearby future. Multiple hi-tech companies are aiming to capture the automotive industry by leveraging their artificial intelligence experience. Customers have started placing trust and faith in artificial intelligence algorithms behind the steering wheel and it has a major growth prospect in the future.

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The Role of AI in the Global Healthcare Market 2021: Rising – GlobeNewswire

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Dublin, Dec. 03, 2021 (GLOBE NEWSWIRE) -- The "Artificial Intelligence in Healthcare Market (by Component, Application, End-user & Region): Insights & Forecast with Potential Impact of COVID-19 (2021-2025)" report has been added to ResearchAndMarkets.com's offering.

The global AI in healthcare market is forecasted to record a value of US$22.68 billion in 2025, progressing at a CAGR of 35.59%, for the duration spanning 2021-2025.

Factors such as rising utilization of robots for surgical and rehabilitation procedures, growing potential of AI-based tools for elderly care, surging investment in AI deals in healthcare and rising adoption of wearable devices are driving growth.

However, the market growth would be challenged by reluctance among medical practitioners regarding the adoption of AI-based technologies and concerns regarding data privacy. The market is anticipated to experience certain trends like shortage of skilled workforce, upsurge in demand for personalized medicine and rising number of cross-industry partnerships and collaborations.

The global AI in healthcare market can be segmented on the basis of component, application and end-user. Based on component, the market can be bifurcated into software solutions, hardware and services. According to application, the market can be categorized into clinical trials, robot assisted surgery, connected machines, fraud detection, virtual assistants, administrative workflow assistants, diagnosis, dosage error reduction, cybersecurity and others. Whereas, depending on end-users, the market can broadly be split into hospitals & healthcare providers, pharmaceutical & biotechnology companies, patients, healthcare payers and others.

The fastest growing regional market is North America due to surging adoption of machine learning in the medical sector leading to the growth of AI in the healthcare market in countries like the U.S. and Canada and increasing government initiatives to adopt digital platforms in healthcare industry and sector. Further, the COVID-19 outbreak has significantly promoted the implementation of remote health check-ups using digital tools, which positively impacted the market growth.

Market Dynamics

Growth Drivers

Key Trends and Developments

Challenges

Scope of the report

Key Topics Covered:

Market Overview

Impact of COVID-19

Market Analysis

Regional Market

Competitive Landscape

Company Profiles

For more information about this report visit https://www.researchandmarkets.com/r/9qkufe

About ResearchAndMarkets.comResearchAndMarkets.com is the world's leading source for international market research reports and market data. We provide you with the latest data on international and regional markets, key industries, the top companies, new products and the latest trends.

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South African crowd-solving startup Zindi building a community of data scientists and using AI to solve real-world problems – TechCrunch

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Zindi is all about using AI to solve real-world problems for companies and individuals. And the South Africa-based crowd-solving startup has done that over the last three years they have been in existence.

Just last year a team of data scientists under Zindi used machine learning to improve air quality monitoring in Kampala as another group helped Zimnat, an insurance company in Zimbabwe, predict customer behavior especially on who was likely to leave and the possible interventions that would make them stay. Zimnat was able to retain its customers by offering custom-made services to those who would have otherwise discontinued.

These are some of the solutions that have been realized to counter the data-centered challenges that companies, NGOs and government institutions submit to Zindi.

Zindi announces these challenges and invites its community of data scientists to take part in solution-finding competitions. Participating data scientists submit their solutions and the winner gets a cash prize. The hosts of the competitions get to use the best results to overcome the challenge they had like in an air quality monitoring project by AirQo, which sought solutions for forecasting air pollution across Uganda, and in helping Zimnat cut its losses.

So AirQo now has a dashboard that allows the public to check air quality and air quality forecasts. One of the exciting things about this project is that AirQo hired two of the winners from the challenge to help with the implementation of the project, said Zindi co-founder and CEO, Celina Lee. South African Megan Yates and Ghanaian Ekow Duker are the platforms other co-founders.

AirQo also raised funding from Google, based on the solution that they built, and theyll now be replicating it in other African countries, said Lee about the competition that was organised in partnership with the Digital Air Quality East Africa (DAQ EA) project of the University of Birmingham and the AirQo project from Makerere University, Kampala.

Zindi is a database of data scientists across Africa. The crowd-solving startup recently secured $1 million in seed funding. Photo Credits: Zindi

Among other notable private and public organizations that have tapped Zindi include Microsoft, IBM, Liquid Telecom and UNICEF, and the government of South Africa.

So far, Lee is excited about what Zindi has achieved and is enthusiastic about the communitys future, given how the crowd-solving startup has grown since launch. The platform is now providing alternatives and stepping up competition against traditional consulting firms operating across Africa, which are often expensive.

Zindis users have grown three-fold from the start of last year, to 33,000 data scientists from 45 countries across the continent. It has also paid data scientists $300,000 in prize money.

This number is set to grow as it hosts the third inter-university Umoja Hack Africa challenge in March next year, where college students will compete against one another for different solutions.

Zindi is using the inter-university competition to expose students to practical data science experiences and to solve real-life challenges using AI. During last years event the platform attracted about 2,000 students during the event that took place virtually because of the pandemic.

Students get to build their first machine learning models, and from there, it opens up all kinds of doors for their careers and education, said Lee, who is originally from San Francisco.

Zindi currently has a jobs portal to shorten the path from learning to earning. The talent placement portal allows organizations to tap from its pool of talent by posting openings.

The crowd-solving platform is also planning to introduce a learning component that provides training material to budding data scientists; this is after it realized a knowledge gap and need for training. Besides, Lee said that most of Zindis users are university students in need of learning experience, and who require enhanced skills to solve world problems.

The new plans will be made possible by a $1 million seed funding the platform recently secured.

Image Credits: Zindi

Lee said, For us, its really about scaling the community and creating more value for all of our data scientists.

So were going to be using the funding to introduce much more learning content, because one of the things we understand is that, especially in Africa, data science is such a new field. And a lot of our data scientists are still university students or very early in their careers. And theyre just looking for a chance to learn and build their skills.

The seed round was led by San-Francisco based VC firm Shakti, with participation from Launch Africa, Founders Factory Africa and FIVE35.

All these plans are toward building a strong data science community in Africa and for the continent, according to Lee, who said that they want to grow their users to reach one million in the near future. This, she said, will be achieved by opening up training opportunities to early career data scientists and by forming a strong community that encourages collaboration and mentorship.

Lee said, And so where we want to eventually reach a million data scientists in Africa we want to make data science something that any young person whos interested in pursuing this career has access to the tools, the connections and the experience that they need to make a successful career in this field.

Our vision is to make AI accessible to everyone.

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Kra Mr becomes the first Social AI-Driven Artist to release an album – PRNewswire

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When offstage, Kra Mr, as well as other Sensorium's AI-driven artists, will be permanently available to communicate with fans via text chats and video calls in Sensorium Galaxy mobile app.

Sensorium virtual artists have been in development since last November. While Mubert's proprietary technology empowered these creatures to generate a constant flow of ever-changing music, Sensorium has equipped them with virtual bodies, intelligence, and social skills.

Driven by a unique combination of genetic AI and reinforcement learning, Sensorium's virtual DJs are able to support unscripted thought-provoking conversations. They can talk for hours without losing track of context and possess both long-term and short-term memory. What's more, the personalities of these virtual beings constantly evolve through interactions with users. This process unfolds naturally and unpredictably without any interference from developers.

"Increasingly more creators embrace direct communications with their fans via live streams on Instagram and other channels. We take this a step further by allowing fans to dive deeper into the interactions with their favorite artists. AI-driven Social Artists are able to dedicate quality time to every single fan, listening, responding, and adapting to their individual preferences, thereby ushering in a new era in music," says Sasha Tityanko, Deputy CEO at Sensorium.

Each one of Sensorium's Social Artists has its own signature performance style and a distinct personality based on a virtual biography. Kra Mr, for instance, is a non-binary AI-researcher and techno DJ from Berlin, bringing their fascination for AI to all musical productions. The name of their first album "Anthropic principle" reflects the main concept behind it, alluding to the idea that the universe needs an observer to exist. In their music Kra Mr reinterprets this principle from a VR perspective, raising the question "what if an AI is an observer of the metaverse?".

In a suite of 8 pieces, Kra Mr weaves a canvas out of abstract questions. The restless artificial mind keeps on asking what do you, people, feel listening to my music? You created me, but now I am able to initiate research about you. It is an experiment on humanity by AI.

Paul Zgordan, Music Director at Mubert: "Mubert was responsible for creating a unique musical experience. We fulfilled one of our main tasks: nurturing a connection between the crowd and the DJ, so the artist's performance corresponds to the audience's mood on the dancefloor. Now we are excited to experiment and improve our product further using DJs-users interactions in the metaverse as an inspiration".

Fans will soon be able to experience Kra Mr's performances live in PRISM one of Sensorium Galaxy's virtual worlds dedicated to extraordinary music events. Sensorium Galaxy is scheduled to go live in several months, while the Sensorium appis already available for download.

About Sensorium Galaxy

Sensorium Galaxy is a digital metaverse that revolutionizes the way people interact with each other and experience the arts. In the alternate universe of Sensorium Galaxy, users immerse themselves in exciting new worlds to get together with their loved ones, meet new people, and participate in unique virtual activities.

The Galaxy is being built in partnership with world-known artists, producers, and entertainment companies. Among them are Jay-Z's Roc Nation and Yann Pissenem, the creator of the world-leading nightlife hubs Ushuaa Ibiza and H Ibiza.

Website: https://sensoriumgalaxy.com/

About Mubert:

Mubert is a platform powered by music producers that helps creators and brands generate unlimited royalty-free music with the help of AI. Mubert's mission is to empower and protect the creators. Our purpose is to democratize the Creator Economy.

Website:https://mubert.com

SOURCE Sensorium Corporation

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Gambling addiction: ‘It is everywhere you look, and it is big business’ – The Irish Times

Posted: at 12:01 pm

PROBLEM GAMBLING IN IRELAND HAS RISEN DURING COVID, WHILE THE GAMBLING INDUSTRY REMAINS UNREGULATED AND YOUNG AUDIENCES ARE BEING EXPOSED TO ITS HIGHLY SOPHISTICATED PRODUCTS

The walls started to close in around me. Between borrowing money, and telling lies, and getting into financial difficulty, the walls were closing in.

Niall McNamee (36), who was in his mid-teens when he started going to the bookies on Saturdays to place a few bets on horse racing, is talking about when his gambling addiction began to overwhelm him

A few early wins had a bad effect.

It planted a seed, that maybe I could make a few bob on this, the Offaly county footballer says. And that was how it started. It just went from being one day a week, to being two days a week, and eventually it was seven days a week; it was 24/7 in terms of the gambling and being on my mind and the worrying and everything that goes with it.

The GAA player gambled on horse and dog racing rather than football matches, because of the greater speed involved.

For me to sit through a soccer match for 90 minutes to see the result at the end of it would be pure torture. I needed the bet to happen quickly and the result to come in quickly.

Because of the money he was losing, and the time he was spending in the bookies, McNamee found himself telling more and more lies.

If you keep doing it [lying], week in, week out, then whatever bit of goodness is in you, it kind of starts to chip away at it, and its just not a nice place to be. Your relationship with yourself becomes a very, very difficult one.

By 2016 the stress from his secret addiction was making him feel as if the walls were closing in.

Basically I had a conversation with my father and said, look, Im really struggling with gambling here and I need to get a bit of help. A couple of days later I saw an addiction counsellor, and about a week and a half later I went into the Rutland Centre in Dublin for the residential programme for about five weeks, and from that day Ive never really looked back.

It is eight years since the American Psychiatric Association recognised gambling addiction as a condition that sits alongside alcohol and drug addiction. Up to then it was seen as an impulse control disorder.

Ireland is regularly cited as the third-ranked country in the world in terms of gambling spend per head of adult population, after Australia and Singapore, yet the legislation that regulates gambling in this jurisdiction dates from the 1930s.

The Government recently published the outline of a law to establish a Gambling Regulatory Authority, and the authority is to be established and operational by 2023, according to a spokesman for the Department of Justice.

The position of a CEO-designate for the proposed authority is to be advertised shortly, he said. The authority will seek to limit the damage caused by gambling.

With severe gambling addiction, just as with severe alcohol and drug addiction, a persons ability to care for themselves can collapse, affecting not just their finances and their relationships, but their capacity to care for their health and general wellbeing.

The arrival of the internet, data mining, and the smartphone means that highly-addictive gambling products designed by highly-qualified maths graduates are now just an App away from most people.

A good proportion of people will gamble and not have a difficulty, said Colin OGara, a clinical professor of psychiatry at University College, Dublin, who treats gambling addiction at St John of God Hospital, in Dublin. Most people gamble, suffer a loss, compute the loss as a negative, and act on that basis.

But a proportion of the population the size of the proportion, OGara said, is hotly contested - are susceptible to becoming problem gamblers.

Approximately five per cent of the population are suffering from a serious problem with gambling, and, within that group, 0.7 to one per cent of the population have a severe gambling addiction whereby they are utterly preoccupied by their condition, the psychiatrist said.

Those who cannot control gambling have deficits in the key risk processing areas of the brain where decision-making occurs.

This can be inherited, or it can be the product of being exposed to a gambling environment, particularly if this occurs at an early age.

So it is both genetic and environmental. It is an interplay between the genetics and the environment, which is known as gene environment interaction, or epigenetics. A gambling addiction is not a deficit of will or a weakness of character.

OGara believes approximately 250,000 people are affected by gambling in ways that lead to financial difficulties, relationship difficulties, neglect of physical health, and other problems.

If we didnt have a gambling product, we wouldnt have to worry about a genetic predisposition because, ultimately, it is the product that is addictive. The product, by its nature, is addictive, as are drugs and alcohol, and more recently, internet video games.

The internet, advertising, and sophisticated software have combined to produce a world where gambling has become normalised in the lives of the young, he says, to the point where it is now normal that young men (especially), when watching a sports fixture, have their phones out, and are distracted from actually watching the game.

The immersion of young people in an environment where gambling is normalised is also happening by way of games that are marketed to young children, OGara says.

An example of this is loot boxes, where a person playing an online game pays for a mystery box which, when opened, will contain items that will be of different levels of advantage to the person playing the game.

So, for example, a teenager playing an online soccer game who pays for a loot box and gets Ronaldo for his team, has won in comparison with his friend whose box opens to reveal a player from the Portuguese league whom neither teenager has ever heard of.

Such deals have similar characteristics to gambling and should be outlawed, according to OGara.

The reason they are still there is that they are a multi-billion euro industry and there is no question in my mind that they are priming kids for future gambling.

Free downloadable apps on an iPad that might advise parents that they are suitable for children as young as four years old, can include spin it and win it games.

Parents wouldnt be aware that their children, four-, five- or six -year-olds, are being exposed to a gambling feature there as well, said OGara. The point I am making is that it is not just online [football games]. The proliferation of gambling is on every level. It is online, on social platforms, on the high street, on radio, television, everywhere you look. It is proliferating at the moment, and it is big business.

The profile of the patients OGara sees at St John of God Hospital has changed because of the internet, with more people being enticed to indulge in non-sports related online gambling.

The prevalence of online gambling at first presentation has rocketed. Of particular concern is the transfer of young people from the sports betting product to the online casino suite, and in particular online slot machines.

The arrival of Covid-19 and the resultant public health measures have given an additional boost to gambling addiction, according to Barry Grant, an addiction counsellor with Extern Problem Gambling, which is based in Waterford City.

During the lockdowns we started seeing rapid onset gambling addictions. People who had never gambled before, or who had only done so moderately, were developing very severe issues over a couple of months because they were stuck at home, bored, with no social outlet.

With a lot of sports fixtures cancelled, people started playing online poker, casino games, the crack cocaine end of gambling, he says. We are seeing people in their early to mid-20s who have gone off the rails completely and are suffering severe consequences already at that stage in their lives.

While the clients tend to be male, there are more women coming forward, which is good because we know that there are more women getting involved.

The Irish gambling company, Paddy Power, founded in 1988, has become, by way of organic growth, acquisitions, and mergers, Flutter plc, a global gambling operator based in Dublin that employs 14,500 people in offices around the world.

In August, Flutters share price rose by more than 8 per cent when it disclosed that its pre-tax profits had trebled to 72 million sterling (91 million) in the first six months of 2021.

Operating profit in its Irish and British businesses, which include Paddy Power, Betfair and Sky Bet, increased 54 per cent to 297 million, with all of this growth happening online. Because of Covid, the betting shops had been closed for most of the period, and had racked up 59 million in losses.

Online definitely saw a benefit during that period, Conor Grant, chief executive of the UK and Ireland division of Flutter, told The Irish Times. But the growth in business did not result in an increase in problem gambling, he says. We decided in March 2020 to step up monitoring and didnt see any increased harm.

Paddy Power is the focus of a recent book by Dublin journalist, Aaron Rogan, called Punters: How Paddy Power Bet Billions and Changed Gambling Forever. In the book Roganoutlines how, while marketing itself as a fun-focused, punter-friendly corporate entity, Paddy Power also used sophisticated technologies and data-mining to track and maximise the losses of those who availed of its products.

The book paints a picture of a company where gamblers who lost the most money were called VIPs, and were offered gifts, corporate hospitality, and other inducements to continue gambling, while those whom the company assessed as likely to win more than they would lose were frozen out.

Grant, who started his career in Paddy Power, says he would refute any implication from the book that Paddy Power, or Flutter, seeks to profit from problem gamblers. Such a suggestion couldnt be further from the truth. The vast majority of our customers enjoy betting and gaming safely.

The company is in favour of regulation, is in favour of Ireland setting up a gambling authority, and has been pressing the Government to do so for years, he says. He adds that it is entirely untrue that the industry wants to self-regulate.

Stewart Kenny (70), one of the founders of Paddy Power (he hired Grant on a graduate programme), resigned from the board of the company in 2016 because of his frustration that it was not doing enough to protect problem gamblers, he told The Irish Times.

I have huge regrets that I was not a lot more proactive when I was on the board, even though I did raise it at every board meeting for three years in a row, and resigned on the issue, he says. I was fast asleep at the wheel when it came to the dangers of online and I would have huge regrets, even though I was calling for the measures.

Measures were taken by Paddy Power back then, he says, and measures are now being taken by the industry. However he feels they are mostly driven by public relations concerns.

One of my major concerns is that an 18-year-old who has seen all the ads on telly since he was 10, and who opens an account to . . . put a tenner on his team, the next thing he gets absolutely bombarded and sucked into the much more addictive casino product and he is offered free bets and everything.

Gambling is an incredibly profitable business and the highly addictive casino products are easy money, Kenny says.

I was really relaxed about my children opening an account, but as long as they are trying to suck people into the casino, I would not be relaxed about my grandchildren opening an account.

He believes that as well as appointing a regulator (experienced, from abroad) the Government should introduce direct legislation banning aspects of the current gambling regime.

In my view there should be no cross-selling, no sports bets punters being cross-sold to casinos.

He would also like to see gambling advertisements banned until 9pm each day so the children are not affected, and that there is nothing done to normalise gambling for children.

I love gambling. The majority of people gamble responsibly and for fun. The idea that [introducing restrictions would be] a libertarian disaster, well, no, because those restrictions wont affect anybody other than the vulnerable.

Grant moved from Paddy Power to work at Boyle Sports, Sky Betting, and now Flutter. Asked if he shares Kennys regrets, he says everyone can have the benefit of hindsight. What we have to recognise is that our industry has not always put its best foot forward. What we are doing today is making serious strides to reduce harm.

The sophisticated technologies and use of data that are highlighted in Rogans book and that allow operators detect the most profitable customers, also allow the industry to monitor its customers and intervene when problem gambling is detected, Grant says.

We do, like any business, segment our customers and any online business will have a customer segmentation profile. Absolutely. That is part of our business. We offer different customers different offers, and customers can opt out of them at any point in time.

But the company is nevertheless focused on identifying problem gamblers and intervening as part of a harm reduction strategy, he says.

We are investing heavily in safer gambling. Ive got 200 people working on safer gambling and monitoring customer accounts all the time. That didnt exist five years ago. When you talk to Stewart Kenny and these people, that didnt exist. So what you are seeing is night and day in terms of the approach of operators like ourselves to reducing customer harm.

Flutter has already introduced measures to protect young people in relation to online casino and online slots, as well as a ban on TV advertising from five minutes before a match kicks off, to five minutes after it ends (a whistle to whistle ban).

But it is Flutters ability to monitor all its millions of customer accounts that, Grant says, gives it a powerful ability to protect its customers from harm.

Account-based controls are more pertinent than pointing out one product . . . and saying it is the heart of the issue.

As well as having a responsibility to protect customers from gambling harm, Flutter also, he says, has a responsibility to its millions of customers who enjoy its products safely.

We as a business are leading the race for safer gambling.

The general scheme of the Gambling Regulation Bill, recently published, gives the proposed authority the discretion to prohibit the use of credit cards by gamblers. The proposed new law envisages that operators will be prohibited from offering inducements such as free bets or tokens, or higher prizes or better odds, or VIP or preferential treatment to gamblers.

The authority will develop binding codes on spending limits and codes on advertising that licenced operators will be bound to comply with, the law envisages.

The Irish Association of Bookmakers, which includes Flutter among its members, has recently added a ban on credit card use by customers to its voluntary code of practice, and introduced whistle to whistle bans on TV ads during sporting events other than horse and dog racing. It is supportive of the introduction of a gambling regulator.

Australia passed its law creating a gambling regulator in 1999, and the UK did so in 2005. Both jurisdictions have long had restrictions that still dont exist here.

OGara has a list of measures he would like to see imposed by a new regulatory regime, but his number one priority is that a regime is introduced in the first place. In 2013 gambling control legislation was published but never passed into law.

I would be fearful that history might repeat itself, he concluded.

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Gambling addiction: 'It is everywhere you look, and it is big business' - The Irish Times

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The future of ID verification for online casinos – Yogonet International

Posted: at 12:01 pm

Identity verification is a necessary step for new players when signing up for an online casino account. Manually checking documents can take time and drive players away, but technological advances are streamlining the process and new forms of ID could make it even faster.

Before a new player can bet on a match or take a spin on a slot machine, they usually have to prove that they are who they say they are. Regulators in every jurisdiction impose identity verification requirements for a number of reasons, but while compliance protects the casinos as much as it protects vulnerable players, it can also add some friction to the onboarding process.

Whether youronline gambling platformspecializes in casino games,sports betting,live dealers, orvirtual sports, you should familiarize yourself with the ins and outs of identity verification as well as its future.

Regulators mandate that online casinos implement know your customer (KYC) measures to verify players identities in order to prevent underage gambling, problem gambling, money laundering, and fraud.

Casinos verify ID to ensure theyre not allowing underage gambling. In most countries, the age requirement for gambling participation is 18. Underage gamblers usually try to open an account by using one of their parents identities or a counterfeit ID, making stringent KYC essential.

Problem gambling is a serious concern for authorities in fully regulated markets.

Some countries have nationwide problem gambling organizations to help players who are worried that their playing habits are becoming an issue. In the UK, for example, GamStop lets players exclude themselves if they fear theyre developing a problem. Players register for the program for a certain period of time, and during that time, they are unable to access any casinos based in the UK.

Not only is it a point of social responsibility that casinos verify ID to prevent self-excluded players from visiting their platforms, but they can also be subject to heavy fines if they are found to have been negligent and those fines can be staggeringly high. In April 2020, the United Kingdom Gambling Commission fined Caesars Entertainment 13 million (roughly $16 million at the time) for consistent negligence regarding problem gambling and anti-money laundering failures.

Money laundering is another major cause of concern for gambling regulators.

Links to criminal activity, both real and perceived, harm both the gambling industry and the societies its a part of. The well-documented history of criminal organizations using gambling as a means to launder money has even prompted some governments to ban the gambling industry outright. In the modern era, many governments have also shifted to focus on the financing of terrorist organizations.

In addition to protecting players and adhering to licensing requirements, KYC measures also protect the casino.

Unfortunately, there are a few routes that malicious actors can take if they want to defraud a casino. Its all too common for players to try to open multiple accounts in order to claim sign-up and no-deposit bonuses and then disappear into the ether.

But one-off fraud cases cause no real threat to the casinos bottom line; the broader, systemic problem is individuals or organizations that develop strategies to abuse welcome bonuses again and again with multiple identities. By employing hundreds of false identities, dozens of laptops, and IP address-masking VPNs, its possible to exploit casino bonuses to the tune of hundreds of thousands of dollars. Effective ID verification can minimize casinos risk of being exploited.

Every jurisdiction has its own KYC requirements, and some are stricter than others.

The United Kingdom Gambling Commission (UKGC) usually sets the standard by which all other regulators eventually follow. The UKGCs licensing conditions state that online casinos must ask for proof of ID immediately, and the players identity must be verified before he or she can deposit or play. Necessary information includes name, address, and date of birth.

Operators are legally prohibited from asking for additional identification documents when players want to withdraw funds. In the past, players were allowed immediate access, casinos had a period of time in which to verify ID, and the KYC checks had to be complete before the player could withdraw their winnings.

Some of these measures were adopted due to a trend among online casinos to only request additional ID documents when the player was ready to make a withdrawal, leading to many player complaints.

While KYC measures are important, there are a few downsides for online casino operators.

ID verification processes can be time-consuming. If the casino is equipped to do the verification process digitally, it can be completed almost instantly. However, without a digital solution, the verification process can take weeks. Its common for online casinos to have entire compliance teams in place to process players documents. In order to speed up the process and add an extra level of security, some casinos request players to send a selfie with either their ID or payment card to confirm their identity or payment method.

As mentioned earlier, KYC failures are the source of some of the biggest fines in the iGaming industry. But in addition to costing brands millions, sustained problems with KYC measures can cause them to have their licenses suspended or revoked.

Another problem is player patience. The onboarding experience is already a hurdle though effective frontend design can lower the bar that players have to jump and in a world of instant gratification, every test of a players patience carries the risk of diverting it elsewhere. Tedious sign-up forms can drive players to platforms that have found a way to minimize the interval between sign-up and spin.

Continuing advances in technology and even government initiatives are shaping the future of ID verification for KYC requirements.

Some platforms use products that employ AI and biometric data to accelerate the ID verification process. Using facial recognition technology, AI can instantly compare a players selfie to their ID and reveal if theyre a match or not.

But in Europe, a big change on the horizon could even make this technology obsolete.

Strong customer authentication (SCA) is already trending in the financial services and e-commerce sectors, and the growing importance of ironclad ID verification has led to calls for a digital solution.

In June 2021, the European Commission announced a plan to create a continent-wide eID that would enable European citizens to share electronic documents. While the digital ID is aimed at smoothing all kinds of financial transitions, the European Gaming and Betting Association noted several obvious benefits for the iGaming industry. The introduction of the eID could reduce or even eliminate the costs of identity verification software.

Slotegrator offers business and jurisdictional consultations for the worldwide iGaming industry. Contact us to learn more about what it takes to run your own online casino or sportsbook, from the best jurisdiction for your resources and goals to how to reach your target audience.

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The future of ID verification for online casinos - Yogonet International

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