Prior to COVID-19, government investment in AI had surpassed billions of dollars in research and development. With a premium now placed on speed to develop vaccines and diagnostics for the coronavirus, there is a renewed emphasis on the role of AI and how governments can ensure it is used in a trusted manner.
The World Economic Forum’s Artificial Intelligence and Machine Learning team built and piloted with partners tools for governments to procure artificial intelligence solutions built with ethics in mind. The Procurement in a Box toolkit includes concrete advice for purchasing, risk assessments, proposal drafting and evaluation.
Over the past year, the Forum worked with the United Kingdom’s Office for AI in the Department for Digital, Culture, Media & Sport, Deloitte, Salesforce and Splunk, as well as 15 other countries and more than 150 members of government, academia, civil society and the private sector. The development process incorporated workshops and interviews with government procurement officials and private sector procurement professionals.
The UK used the guidelines in procurement processes with the Department for Business, Energy and Industrial Strategy and the Food Standards Agency. In-depth user testing with workshops in departments such as the Department for Transport or the Defence Science and Technology Laboratory looked at the applicability of guidelines for commercial teams and how to best implement them. User testing helped the government refine the guidance and develop step by step guidance documents now in use across the departments. It was also picked up by organisations such as NHSX as guidance for AI purchases.
“The current pandemic has shown us more needs to be done to speed up the adoption of trusted AI around the world,” said Kay Firth-Butterfield, Head of Artificial Intelligence and Machine Learning at the World Economic Forum. “We moved from guidelines to practical tools, tested and iterated them – but this is still just a start. Now we will be working to scale them to countries around the world.”
“The UK is a global leader in AI and I am pleased we are working with the World Economic Forum and international partners to develop guidelines to ensure its safe and ethical deployment,” said Caroline Dinenage, Digital Minister, United Kingdom. “By taking a dynamic approach we can boost innovation, create competitive markets and support public trust in artificial intelligence. I urge public sector organisations around the world to adopt these guidelines and consider carefully how they procure and deploy these technologies.”
“As a trusted AI advisor to governments around the world, we were thrilled to collaborate with the World Economic Forum and the government of the UK in the development of procurement guidelines that help the public sector put AI at the service of its constituents in a manner that is both efficient and ethical,” said Shelby Austin, Managing Partner, Growth & Investments and Omnia AI, Deloitte, Canada. “As our societies reorganize and make progress in our fight against COVID-19, the need for multi-stakeholder cooperation has never been more apparent. We believe in these joint efforts, and we believe in the power of data-driven decision-making to help our countries recover and thrive.”
“Splunk has supported the development of these guidelines and worked closely with the World Economic Forum and UK government,” said Lenny Stein, Senior Strategic Advisor, Splunk. “We believe the guidance will help enable governments across the world to transform citizen services and deliver ethically sound and beneficial AI-based solutions. This guidance is even more relevant post COVID-19, given the need to deliver fairer outcomes, more inclusive approaches, and the promise of the data age.”
The guidelines were also tested in the UAE through a collaboration between the Centre for the Fourth Industrial Revolution UAE and the Dubai Water and Electricity Authority, DEWA. As part of the exercise, DEWA with the help of the Forum and the Centre, developed and reviewed a proposal for a chatbot application, which allows DEWA executives to quickly obtain answers to data-related questions. The application, which is a continuation of a customer-facing chatbot deployed by DEWA, highlights the benefits of using AI in developing more efficient and effective chatbots.
“As the UAE’s shift towards a knowledge-based economy gathers pace, the country has become a reliable testbed and leader in the development and execution of guidelines and frameworks that enable the large-scale deployment of emerging technologies such as Artificial Intelligence,” said Khalfan Belhoul, CEO of the Dubai Future Foundation, the host entity of Centre for the Fourth Industrial Revolution UAE. “In an era that will continue to be dominated by the transformative technologies emerging from the Fourth Industrial Revolution, integrating AI into the public sector for everyday use will significantly elevate the performance of government departments.”
The Procurement in a Box Workbook provides clear guidelines and use case examples, including learnings from the UAE trial with DEWA, to enable a transition from current public sector procurement processes to methodical steps to acquire and embed AI technologies into existing frameworks. The workbook will become a reference point for specialists and support the next phase of tech utilization across the public sector.
The Forum’s Unlocking Public Sector AI project is bringing together a multistakeholder community to empower government officials to more confidently make responsible purchasing decisions. Over the next six months, governments around the world will test and pilot these guidelines. Further iterations will be published based on feedback learned on the ground.
UN launches the first artificial intelligence tool for rapid natural capital accounting
An innovative artificial intelligence (AI) tool that will make it easier for countries to measure the contributions of nature to their economic prosperity and well‑being was launched today by the United Nations and the Basque Centre for Climate Change (BC3).
Developed by the Statistics Division of the United Nations Department of Economic and Social Affairs (UN DESA), the UN Environment Programme (UNEP) and BC3, the new tool can vastly accelerate implementation of the new ground-breaking standard for valuing the contributions of nature that was adopted by the UN Statistical Commission last month.
The tool makes use of AI technology using the Artificial Intelligence for Environment and Sustainability (ARIES) platform to support countries as they apply the new international standard for natural capital accounting, the System of Environmental-Economic Accounting (SEEA) Ecosystem Accounting.
The new open-source and user-friendly digital tool, called the ARIES for SEEA Explorer, enables, for the first time, rapid and standardized yet customizable ecosystem accounting anywhere on Earth.
“The ARIES for SEEA Explorer is a game changer for governments that want to implement the recently adopted SEEA Ecosystem Accounting standard,” stressed Stefan Schweinfest, Director of the Statistics Division. “This application allows countries to jump-start accounts compilation from global data sources, which they can refine with national data or model parameters.”
The ecosystem accounts produced by countries will track the extent, condition and services provided by nature’s ecosystems – such as forests and wetlands – in the form of physical and monetary accounts and indicators. The adoption of the SEEA Ecosystem Accounting has been heralded as a historic step forward for the Sustainable Development Goals (SDGs) and to move beyond GDP in tracking global progress.
Bert Kroese, Deputy Director for Statistics Netherlands and Chair of the UN Committee of Environmental-Economic Accounting said, “The ARIES for SEEA Explorer will give countries a much-needed tool to make progress with the SDGs and the monitoring framework of the post-2020 Global Biodiversity Framework. Its low barrier to entry will ensure that no country is left behind when it comes to ecosystem accounting.”
Risenga Maluleke, Statistician-General of Statistics South Africa and Chair of the UN Committee of Experts on Big Data and Data Science for Official Statistics said, “The launch of the ARIES for SEEA Explorer on the UN Global Platform is an important step to mainstream the measurement of ecosystems and their contribution to the economy and wellbeing into global, regional and domestic statistics that will feed into policy and decision making. Better measures of nature will contribute to better policies to save our planet.”
Building economic systems that value nature as a central source of human wellbeing, environmental health and economic prosperity in the post-COVID-19 world is essential, according to Susan Gardner, Director of UNEP’s Ecosystems Division. “Having technology that incorporates and integrates the latest data, models and understanding of nature’s contributions through natural capital accounting will facilitate well-informed nature positive decision-making from businesses and governments – driving tangible action on biodiversity loss and climate change and a sustainable future for all,” she said.
The new platform could lead to greater collaboration. Ferdinando Villa, Ikerbasque Professor and Lead Investigator of ARIES at BC3, added, “There is a growing global demand for sustainable management of our natural resources, and to achieve this, scientists and decision-makers need to collaborate more and more. AI-based tools like the ARIES for SEEA Explorer hold the key to a future where open integration and reuse of knowledge, by both, is possible.”
The ARIES for SEEA Explorer is available on the UN Global Platform: a cloud-service environment supporting international collaboration among all countries in the world by sharing scientific knowledge, data, methods and technology.
A number of countries have already started using the ARIES for SEEA Explorer. The Explorer will continue to be expanded in the near future, by adding the functionality to derive indicators that allow to assess progress towards SDGs and the emerging post-2020 Global Biodiversity Framework.
Huge plans for 2021 content year
Cancel that Lead to Revival
This year was quite something for Division 2. And it’s not even Summer yet! Any fan of the game out there expects the devs to share plans for the new year at the end of the current one. But instead of sharing content plans for 2021, the devs suddenly announced that Update 12 would be the game’s last update. And even though everyone knows that the game doesn’t have a particularly large base of active players still, seeing official news like this put many fans in shock. By the time this announcement was released, Update 12 was already on the servers. Basically, it means that the devs weren’t going to release any additional content or even bug fixes for the game from that moment onward.
And this felt like passing on a huge opportunity. Sure, the game could have been made better, but the setting and the unique blend of genres of true-open world action and looter-shooter set in modern times post-apocalypse, this isn’t something that should be left to rot and get forgotten. There’s tons of possibilities and unrealized potential. This must have been what people at Ubisoft thought about too, because about a month later, the devs released another announcement, but this time with plans for content in 2021.
Of Ambitious Plans and New Player Assistance
Such a drastic change of heart must mean something, but this isn’t even the best of it. Ubisoft went from sending the game to purgatory to announcing huge plans for 2021, including an entirely new game mode that the series hasn’t seen before. What is it? Nobody knows.
But that’s not all. The devs want to add to the variety of builds which means new brands of gear and in great numbers. The new game mode will take them several months to develop. Therefore there’ll be plenty of time to get ready. Speaking of, have you ever heard of such a thing as Division 2 boost? This is a collection of services that can help you and your Agent with anything you two might need. It’s especially awesome and helpful for new players as there’s lots of content in the game, and it’s so easy to get lost. Services like the ones that you’ll find by clicking on that link will help your character steadily grow in levels and obtain actually valuable gear throughout the levelling process. So, come over and see what we have on the menu for you!
Why Bankers use Data Rooms
Investment banks and any other institution that deals with sensitive data have a responsibility to be GDPR compliant. When it comes to non-compliance and data breaches, financial institutions are starting to realize how costly this can be. In 2020, there were over $10 billion in fines handed out for compliance failures and breaches with Capital One taking the largest individual hit.
A US banking regulator hit Capital One with an $80 million fine for a cloud-based data breach. Any bank or financial institution that fails to perform due diligence and use secure data rooms risks being hit with a heavy financial penalty.
What are data rooms, and why, and how are they used by bankers?
What is a data room?
There are effectively two types of data rooms; a physical one and a virtual one. These days, the virtual data room is becoming very common and more popular.
A physical data room is an area set aside to store records and will have security in place so that only authorized personnel can access it. In the case of a merger or acquisition, this would normally mean the seller, the buyer, and their attorneys.
A virtual data room is a secure cloud-based storage area that has software put in place to stop access by anyone that is unauthorized. They are thought of as very secure and many top banks use them today. HSBC, Goldman Sachs, Barclays, Santander, and Bank of America are just a tiny portion of the financial institutions that put their sensitive information into data rooms.
A virtual data room is accessed through the internet but the actual servers will be stored in a secure facility far from the actual bank of finance house. Authorized personnel will have individual passwords and all activity is monitored and recorded.
What are the reasons for using a virtual data room?
Cybercrime is worldwide and affects individuals and businesses. Cybercrime is having an impact on the banking sector in many countries, compliance and security are paramount.
There will be different data protection laws around the world and the GDPR or General Data Protection Regulations covers all European Union countries. Banks must avoid data breaches and practice due diligence and this is why data rooms are important.
When companies are involved in mergers and acquisitions, records need to be made available to the interested and relevant parties, however, they must also be kept out of the hands of hackers or other unauthorized people. In the past, it was common for due diligence to be performed using hard copies and this makes the process much slower. Virtual data rooms allow a much faster process to take place.
Data rooms are also put in place to help share files between clients, third parties, and to store records. They are far more cost-effective than having a physical data room and so more companies than ever are now turning to these secure storage methods.
What happens if a bank fails to use a good virtual data room?
Failure to be compliant and be the victim of a data breach will lead to huge fines. In the European Union, those fines are a maximum of 18 million Euros or 4% of the total worldwide turnover.
But, it isn’t just financial penalties that can hit a business if they fail to keep their data secure. When Equifax admitted it had suffered a data breach affecting over 140 million Americans, or over 40% of the population, their company valuation plummeted. Around $3.5 billion was wiped off the stock market valuation of Equifax all because of a data breach.
Not using a secure data room can lead to loss of revenue, a drop in valuation, investors losing money, and also lead to a PR disaster. After all, people trust banks to keep their money safe and if there are data breaches then clients may leave.
How do banks use virtual data rooms?
VDRs are used in IPOs, M&A transactions, restructuring, raising capital, and for many more purposes.
Banks use them to have a smooth flow of information backward and forwards between stakeholders. They help to close deals quicker as fewer hard copies are being transferred around. Data is sent immediately anywhere in the world.
They of course store documents safely and away from prying eyes, but, at the same time allow for a higher level of transparency.
Choosing the right data room for a bank
Due diligence rooms may have been used traditionally for mergers & acquisitions but modern, virtual data rooms are used for much more, especially by bankers.
That means that a banker needs a data room that is capable of handling much more than just M&A transactions. The software that powers the data room has to provide enough functionality for buyers and sellers in M&As, loans, fundraising, debts, and many more purposes.
Some of the features you would look for when choosing a data room would be:
- Smart features
- Access control
- Customer service
- Add-on features
All of these are areas that need careful consideration when choosing the right data room.
Security of data room
If you use the internet and share sensitive data then you need to understand how to protect yourself from cybercrime. Banking requires serious levels of security and this should be the number concern when choosing a virtual data room.
A good VDR will have several certifications such as ISO 9001 and they should also have many security features set to international standards. Some things to look for are watermarks, the ability to recall documents from a user, and screen-only viewing.
Watermarks are used to identify who downloaded and printed a particular document. Screen-only viewing means that some documents cannot be printed or downloaded, reducing the risk of having several hard copies floating about.
One other important feature is being able to pull back documents from unauthorized hands. This means that if someone has previously downloaded some records and has now had their access revoked you can ‘pull’ those files back from their computer.
Other areas to look for in a data room
These include the ability to search for keywords and phrases much like you would in Google. It helps when trying to find documents that fit together or when you have forgotten a particular heading.
You need to be able to access the documents remotely and to control who is allowed to view and download records.
A good firm will offer 24/7 customer service all year round. This is vital as clients may be working in different time zones and need assistance at unusual times of the day. A company such as Firmex can offer this kind of customer service and may fit your virtual data room needs.
Many virtual data rooms allow for extra features so they can be used for more than just mergers & acquisitions. These can include project management and can help streamline many processes.
Lastly, the other consideration is cost. Virtual data rooms offer a cost-effective alternative to a physical room but there is still a price to pay. There are free cloud-based storage systems but when it comes to security it is worth paying for so corners aren’t cut.
Banks have some different needs than other businesses when it comes to data rooms but VDRs can help with many areas. They use them for IPOs, M&As, raising capital, and many more banking processes.
Modern data rooms offer a high level of security and functionality that traditional, physical due diligence rooms cannot and are ideal for the banking world.
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