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Microsoft says, Artificial Intelligence facing large skills shortage


Microsoft

The fast-emerging field of Artificial Intelligence, which has suddenly caught the attention of the IT industry and the governments across the world, is facing a large skills shortage, a top Microsoft official has said.

The Artificial Intelligence (AI) is also facing the challenge of appropriate use of data, group programme manager of Microsoft Learning Matt Winkler told PTI.

"There is a pretty large skills shortage. Lots of folks are talking about it (AI). A lot of folks are very, very excited about it and then they want to go and make that real. And when they go to make that real, there's a really large skills shortage," Winkler said.

That's why it's so exciting to be trying to bring these technologies to more developers because it's going to bring more people into the mix, he said. Winkler said the second challenge is really around data.

"How do you get the data in the right shape? How do you prepare the data? Because all of the AI in the world is based on data, and so what makes it interesting is the data that you have, the data that your business has, that what you understand about your customers. So how do you most effectively use that data to go and produce models," he said.

Then within kind of any individual product project, one of the key challenges is the same thing that the industry has seen with software, which is, if one tries and do too much, the project gets much harder.

"And so we'll often times see failed projects, which are the result of trying to create just the most amazing thing having done nothing," he said.

At the recently concluded developers conference ¿ Build 2018 ¿ Microsoft's CEO Satya Nadella talked about how to make AI accessible for everyone.

"Our guidance to a lot of customers to pick a domain and pick a used case where you have a high, high-quality data and that it is really well understood. Start there, get some wins with that and then start expanding the use cases so far," Winkler said.

Microsoft is partnering with multiple players in both the private and governmental sectors to use AI for public good.

"Absolutely, AI is being used for public good. For instance, it is being used in school districts in order to predict drop-out rates in India.

"We see a ton of healthcare applications: patient re-admission rates is very very popular one. We have seen medical image analysis. We are doing some really interesting work doing diabetes prediction through scans of retinas," Winkler said.
Microsoft is working with the Snow Leopard Trust, a non-profit organisation dedicated to the preservation of the snow leopard and parts of Nepal and India to analyse in real time the presence of snow leopards.

"So it's fundamentally changed the way they do their research," he said, adding that the Microsoft is working with three-four other conservation agencies doing similar things.

"For a lot of the customers, what AI is enabling is not just an incremental... but It's something they fundamentally couldn't do before. So it really does introduce a step change for the things that they want to do in their business," Winkler added.

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CORRECTING and REPLACING RMS Launches New Products and Models on RMS Risk Intelligence, the Unified Cloud Platform for Global Risk

Business Wire India

Please replace the release issued May 4, 2020, with the following corrected version due to multiple revisions.

 

The corrected release reads: 

 

RMS LAUNCHES NEW PRODUCTS AND MODELS ON RMS RISK INTELLIGENCE, THE UNIFIED CLOUD PLATFORM FOR GLOBAL RISK

 

Latest product releases include Risk Modeler 2.0, new and updated HD Models and intelligent applications purpose-built for navigating the growing risk landscape

 

As the world is changing in profound ways, so is risk. Climate change, pandemic events, and cyberattacks are threats we all now have to consider in new and innovative ways. With better understanding of risks, better decisions can be made, enabling better risk management end-to-end. Today, at the opening of its annual Exceedance conference, RMS, the world’s leading catastrophe risk solutions company, announced significant new model and product releases and updates for RMS Risk Intelligence™ (RI).

 

RMS Risk Intelligence (RI), first launched in May 2019, is an open, modular, unified, and reliable cloud platform that enables advanced modeling, deeper risk insights and analytics. Leveraging a cloud-native architecture, RI delivers higher performance and scale. With the RMS Risk Intelligence platform, there is no hardware or software to maintain, focused on reducing cost of ownership. The platform enables (re)insurers, the capital market, governments, and other organizations to efficiently operate and manage all their RMS risk models in the cloud, with an intuitive user experience, integrated with advanced risk analytics. RI is compliant with all industry recognized best-in-class security requirements such as GDPR, ISO27001, C5 and SOC2.

 

This week, during the virtual Exceedance 2020 conference, RMS will demonstrate significant advancements on RMS Risk Intelligence.

 

Risk Modeler 2.0

 

Risk Modeler 2.0™ is a break-through product release at RMS, running on RMS Risk Intelligence. Risk Modeler 2.0 provides advanced portfolio and account risk analyses leveraging RMS models and is designed to meet the complex needs of risk analysts and cat modelers. The latest version of the Risk Modeler product enables real-time risk analytics and unified, high performance execution of RiskLink® models and HD Models. It can also be easily integrated with on-premises modeling and other on-premises applications as well as other cloud applications through open APIs, giving customers maximum flexibility and choice. Risk Modeler 2.0 offers an all-in-one RiskLink and RiskBrowser experience, with familiar features along with an enhanced, intuitive user interface that streamlines workflows to reduce the time and steps it takes to complete complex analyses. Risk Modeler 2.0 is a unified modeling and analytics solution for an entire organization to run portfolio and account modeling workflows, promoting real-time risk insights.

 

Risk Modeler 2.0 provides:

 
  • Global risk model coverage in North America, Europe, and Asia, with RiskLink versions 18.0 and 18.1 of core models, HD Models and specialty models
  • Future-proof architecture for model engines that unify execution of RiskLink and HD Models under one roof
  • Faster model execution. For some of the most popular RiskLink Models such as North Atlantic Hurricane, North America Earthquake, Europe Windstorm and North America Winterstorm, plus others that run four to six times faster on a one million location portfolio
  • Simplified integration with existing systems with support for a rich set of data formats, from Exposure Data Module (EDM), Results Data Module (RDM), event loss tables (ELT) to period loss tables (PLT), and year loss tables (YLT)
  • Zero-downtime upgrades and faster access to models with side-by-side model versions in one application
  • Intuitive and familiar workflows including for RiskLink and RiskBrowser users
  • Simplified usability, with batch processing of multiple steps such as the data upload process, now reduced to one-step
  • API integration with third-party tools and in-house applications to enable a fully automated modeling end-to-end process, e.g., importing exposures, running geocoding and hazard lookup services
     

Risk Modeler 2.0 is available to customers in preview today and will be generally available with RiskLink models, with initial HD models in preview, by June 2020.

 

Risk Modeler with New HD Models

 

RMS High Definition Models are the next generation of risk modeling, delivering greater analysis and granularity than ever before. RMS HD Models have now all undergone a significant upgrade as they transitioned to the Risk Modeler application, which gives them greater flexibility and computational strength. The following models are in addition to the US Flood and US Wildfire HD Models that have been available through Risk Modeler’s earlier version:

 
  • Updated Europe Inland Flood Model suite that covers 18 river basins and over 8,000 catchments across 15 countries in Europe
  • Updated Japan Earthquake and Tsunami and New Zealand Earthquake models that both include sub-peril coverage for tsunami, fire-following, liquefaction and landslides
  • Updated Japan Typhoon and Flood Model that incorporates the most recent events such as Typhoons Jebi and Hagibis
  • Europe Severe Convective Storm Models, a brand new model suite that covers 17 countries with large pan-European event sets and is fully integrated with our Europe Windstorm Model.
     

All these HD Models are available today, and will be generally available between June and September 2020 in the Risk Modeler 2.0 application. Customers can evaluate and validate these models even earlier with the preview program for Risk Modeler, or through Analytical Services. Customers can access the Europe Inland Flood and US Wildfire Models starting in June on Risk Modeler 2.0, followed by Europe Severe Convective Storm, Japan Typhoon, Japan Earthquake and New Zealand Earthquake Models coming onto Risk Modeler 2.0 shortly after. All HD models will be generally available on the new Risk Modeler 2.0 by September 2020.

 

Analytical Application Suite

 

RMS Risk Intelligence also offers a new suite of advanced applications that are tailored for specific portfolio management and underwriting tasks. These include:

 
  • ExposureIQ™ – This new application ensures portfolio managers gain deeper insights into their books with millions of locations, enabling easy discovery of hotspots, diversification and re-balancing their portfolio. The ExposureIQ application provides real-time exposure information combined with wind forecasting events and footprints from RMS Event Response to help gain a quicker assessment of potential losses before, during and after an event. Customers may gain advanced preview access to the Exposure IQ application in June and it will be generally available Sept 2020.
  • Next versions of SiteIQ™ and Location Intelligence APIs-Rigorous catastrophe peril risk assessment can now be done in seconds, early in the underwriting process. The RMS SiteIQ and Location Intelligence APIs have been enhanced in these latest versions to provide fast and easy access to over 100 trillion data points and can now deliver over 200 data points per location in some regions, with current (and expanding) coverage of over 70+ countries.
  • TreatyIQ™- Harnessing a massively scalable roll-up engine, a trusted financial model, and flexible contract languages, the TreatyIQ application enables property treaty underwriters to achieve greater return on capacity with pricing and portfolio roll-up analytics. The Treaty IQ application will be available in preview in Q3 2020 and will be generally available in Q4.
     

Cihan Biyikoglu, Executive Vice President, Product, at RMS, said: “The significant advancements that the RMS team has made across all our products, HD Models, and especially Risk Modeler have been possible through collaboration with more than 400 RMS customers this past year. The Risk Intelligence unified cloud platform, through its innovative use of the risk data lake, the Risk Data Open Standard (RDOS), unified modeling and IQ applications - securely brings greater scale, capabilities and risk insights to the market. I am also excited about what the future holds in terms of new products and technologies. Further developments of the machine learning and artificial intelligence tools used by RMS will continue to open greater opportunities.”

 

Karen White, Chief Executive Officer at RMS said, “Risk Intelligence is the world’s first comprehensive global risk platform. The complexity and connectedness of risks continually confront us - we are all experiencing the crisis of COVID-19, along with the persistent crises of climate change, extreme weather and growing cyber threats. Facing all this, our industry needs a modern risk platform that takes advantage of all manner of data, modeling and analytics, in a way that is fast, integrated, and leverages technology in new ways for better insights and outcomes. RMS promised innovation, and with Risk Modeler 2.0 and the IQ applications, we have delivered – with an integrated platform for modeling risk in the cloud at the scale and speed required to take on the future of risk.”

 

ENDS

 

Notes to editors:

 

About RMS:

 

Risk Management Solutions, Inc. (RMS) helps insurers, financial markets, corporations, and public agencies evaluate and manage global risk from natural and man-made catastrophes, including hurricanes, earthquakes, floods, climate change, cyber, and pandemics.

 

RMS leads the catastrophe risk industry that we helped to pioneer by marrying data and advanced model science with leading-edge technology. Leaders across multiple industries can address the risks of tomorrow through RMS Risk Intelligence™, our open, real-time exposure and risk management platform, enabling them to tap into RMS HD models, rich data layers, intuitive applications and APIs that simply integrate into existing enterprise systems.

 

RMS is a trusted solutions partner enabling effective risk management for better business decision making across underwriting, risk selection, mitigation, and portfolio management.

 

Visit RMS.com to learn more and follow us on LinkedIn and Twitter.