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AI Use Expected to Increase in Risk and Compliance Efforts, But Few Have Ethics Frameworks in Place

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Nearly half (48.5%) of C-suite and other executives at organizations that use artificial intelligence (AI) expect to increase AI use for risk management and compliance efforts in the year ahead, according to a recent Deloitte poll. Yet, only 21.1% of respondents report that their organizations have an ethical framework in place for AI use within risk management and compliance programs.

“As many organizations are still learning how best to adopt and leverage AI capabilities, it’s not surprising that ethical frameworks are often missing from the ‘trustworthy AI’ equation. To better scale AI governance over time and to better reduce algorithm bias, leading organizations are approaching AI ethics proactively by embedding ethical frameworks into all AI efforts as a matter of practice.”—Irfan Saif, Deloitte Risk & Financial Advisory principal and Deloitte AI leader, Deloitte & Touche LLP.

While AI ethics frameworks for risk management and compliance may be few, there is a silver lining: Companies are more likely than not to involve top leaders in developing ethical AI practices. More than half of respondents (53.5%) indicated that AI ethics responsibilities are established including the C-suite. Just one-fifth (19%) indicate the C-suite in their organizations have no AI ethics responsibilities.

“C-suite and board executives need to ask questions early and often about ethical use of technology and data—inclusive of and beyond AI—to mitigate unintended and unethical consequences. As data and technology uses evolve, tying efforts directly to organizational mission statements and corporate conduct policies can help organizations ensure that future advancements start with a strong ethical foundation. Further, a board-level data committee should be established to discuss enterprisewide AI use, monitoring and modeling with appropriate C-suite leaders”.Maureen Mohlenkamp, Deloitte Risk & Financial Advisory principal specializing in ethics and compliance services, Deloitte & Touche LLP,

Questions leaders can ask about ethical use of technology and data across the enterprise include:

Did we set the right tone at the top for our organization on AI ethics?
Corporate boards and C-suites set the tone for any ethics or compliance program, inclusive of AI ethics programs. Data officers, CIOs and CISOs along with legal, ethics or compliance officers can determine governance specific to AI, as well as to the processes and controls needed for work executed by machines versus humans.

What organizational standards have we developed for ethical use of AI?
Guiding, monitoring and assessing if technology and data are used ethically by the organization, its employees, vendors and customers can be executed technically, organizationally or both. For example, a technical framework could be embedded within the design of an AI solution to prevent certain actions from being completed. Or, data scientists and other data professionals could develop an AI “code of conduct” and set up channels through which to escalate issues. Organizational standards for AI ethics should consider the growth of AI and the role of the machine, as the workforce of the future is not just human beings.

Did we conduct an AI ethics gap analysis?
“AI ethics is as much about understanding the risks as it is about establishing a process for avoiding them. Review existing organizational policies, procedures and standards to address existing gaps, then expand existing policies or build new ones accordingly,” said Mohlenkamp.

Do we have a plan in place to educate our workforce on AI?
“For many organizations, a steep AI learning curve awaits. Traditional business professionals will need to learn how to team with data scientists and technologists to achieve strategic goals and to explain the changes in the environment. And those developing algorithms and managing data will need to be specially trained to identify and mitigate bias within AI applications. An educated and tech savvy workforce is better positioned to ethically embrace the opportunities that AI use creates,” said Saif.

Did we alert product teams on what to look for in monitoring AI solutions for ethical compliance?
Saif concluded, “One way to do this would be to embed into IT architecture design—similar to the Privacy by Design framework—considerations for the ethical use of data and technology. Another is to design control structures and embed them into AI-enabled solutions.”

About the online poll
More than 565 C-suite and other executives working at organizations using artificial intelligence (AI) were polled online during a Deloitte webcast, titled “AI ethics: An emerging imperative for the board and c-suite,” on Sept. 4, 2019. Answer rates differed by question.

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Russia Among Global Top Ten Improvers for Progress Made in Health and Education

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Russia is among the top ten countries globally for improvements to human capital development over the last decade, according to the latest update of the World Bank’s Human Capital Index (HCI).

The 2020 Human Capital Index includes health and education data for 174 countries covering 98 percent of the world’s population up to March 2020.

Russia’s improvements were largely in health, reflected in better child and adult survival rates and reduced stunting. Across the Europe and Central Asia region, Russia, along with Azerbaijan, Albania, Montenegro, and Poland, also made the largest gains in increasing expected years of schooling – mainly due to improvements in secondary school and pre-primary enrollments. The report also shows that over the last 10 years Russia has seen a reduction in adult mortality rates. However, absolute values of this indicator remain high in the country with this progress now at risk due to the global Covid-19 pandemic.

Human capital contributes greatly to improving of economic growth in every country. Investments in knowledge and health that people accumulate during their lives are of paramount concern to governments around the world. Russia is among the top improvers globally in the Index. However, challenges persist and much needs to be done to improve the absolute values of Index indicators,” said Renaud Seligmann, the World Bank Country Director in Russia.

The HCI, first launched in 2018, looks at a child’s trajectory, from birth to age 18, on such critical metrics as child survival (birth to age 5); expected years of primary and secondary education adjusted for quality; child stunting; and adult survival rates. HCI 2020, based on data up to March of this year, provides a crucial pre-pandemic baseline that can help inform health and education policies and investments for the post-pandemic recovery.

Of the 48 countries in Europe and Central Asia included in the 2020 Human Capital Index (HCI), 33 are among the upper-third in the world, and almost all are in the top half. However, there are significant variations within the region.

In Russia, a child born today can expect to achieve 68 percent of the productivity of a fully educated adult in optimal health. It is at the average level for Europe and Central Asia countries and the third result globally among the countries of the same income group. There is a stark contrast between education and health subscales in Russia. While the education outcomes of the country are high and outperform many high-income peers, its health outcomes are below the global average.

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Accelerating Mongolia’s Development Requires a Shift “from Mines to Minds”

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A new report by the World Bank estimates that out of every dollar in mineral revenues Mongolia has generated over the past 20 years, only one cent has been saved for future generations. The report argues that to break this cycle, Mongolia should use its mineral wealth to invest in people and institutions, while gradually reducing its dependence on the sector.

This is particularly true as demand for key minerals is likely to tumble due to climate change concerns, a shift of investors’ preference toward sustainability, China’s ambitious goal to reduce coal consumption, and persistence of the COVID-19 shock, according to Mongolia’s Mines and Minds, the World Bank’s September 2020 Country Economic Memorandum for Mongolia.

Since the advent of large-scale mining in 2004, Mongolia’s economy has grown at an average rate of 7.2 percent per year, making it one of the fastest-growing economies in the world. Growth has translated to rapid decline – although at times partly reversed – in the incidence of poverty and improved quality of life. The report also notes that Mongolia enjoys relatively strong human capital, and its infrastructure capital has improved for the last few decades, though remains scarce given the size of the country and low population density. This performance has been made partly possible through a generous but inefficient social assistance system and a large public investment program supported by mineral revenues and external borrowing.

However, a number of enduring challenges have grown in the shadow of this success. Mongolia’s rapid growth has been obscured by its extreme macroeconomic volatility and frequent boom and bust cycles. Growth has almost entirely come through capital accumulation and the intensive use of natural capital rather than through sustained productivity growth. Meanwhile, the country has not only consumed almost all its mineral outputs, but has also borrowed heavily against them, bequeathing negative wealth to the next generation.

Instead of maximizing the benefits of its mineral wealth for diversified and inclusive growth, Mongolia has increasingly become more addicted to it. At the same time, human capital has been underutilized and institutional capital has eroded.” said Andrei Mikhnev, World Bank Country Manager for Mongolia. “Such inability to capitalize on the country’s endowments has resulted in limited diversification of outputs and exports and has further amplified its vulnerability to the swings of the global commodity markets. Breaking this gridlock calls for a fundamental shift in approach that puts investing in minds on an equal footing with mines.”

The report recommends key policy actions to build the foundation of a diversified and sustainably growing  economy. These include:

  • Implement countercyclical fiscal and monetary policies – supported through transparent fiscal rules, an independent fiscal council, a market-driven exchange rate, and a well-functioning stabilization fund – to smooth consumption over the business cycle rather than maximize current consumption.
  • Undertake bold investment climate reforms to enhance competition, secure investor rights, and create a more level playing field that enables productive firms to invest and grow.
  • Move away from the mindset of diversifying products to expanding endowments, especially in terms of better utilization of Mongolia’s young and educated, especially female, labor force.
  • Accelerate the implementation of fundamental governance reforms (especially on the government effectiveness and control of corruption) to reduce political interference, increase transparency, and improve regulatory quality throughout the economy.

“Fortunately, there are many encouraging signs of improved macroeconomic management in 2017-19, providing the new government an opportunity to advance its reform efforts,” said Jean-Pascal Nganou, World Bank Senior Country Economist and lead author of the report. “Some impressive fiscal outcomes were achieved not by introducing new reforms but by effectively implementing existing ones. They demonstrate that with the right political will and leadership, similar improvements are possible in other areas including monetary and exchange rate policy, the financial sector, the business environment, and the labor market. The new administration has, therefore, an opportunity to institutionalize these reforms and avoid policy regression in the future.”

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Nearly 9 in 10 People Globally Want a More Sustainable and Equitable World Post COVID-19

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In a new World Economic Forum-Ipsos survey of more than 21,000 adults from 28 countries nearly nine in ten say they are ready for their life and the world to change.

72% would like their own lives to change significantly and 86% want the world to become more sustainable and equitable, rather than going back to how it was before the COVID-19 crisis started. In all countries, those who share this view outnumber those who don’t by a very significant margin (more than 50 percentage points in every country except South Korea). Preference for the world to change in a more sustainable and equitable manner is most prevalent across the Latin America and Middle East-Africa regions as well as in Russia and Malaysia.

Next week’s World Economic Forum Sustainable Development Impact Summit will address the achievement of the sustainable development goals and the appetite for transformation which will drive the “decade of delivery”.

Clear majority ready for a more sustainable and equitable world

Globally, 86% of all adults surveyed agree that, “I want the world to change significantly and become more sustainable and equitable rather than returning to how it was before the COVID-19”. Of those, 46% strongly agree and 41% somewhat agree, while 14% disagree (10% somewhat and 4% strongly).

Russia and Colombia top the list of countries that strongly or somewhat agree with that statement at 94%. They are followed by Peru (93%) Mexico (93%) Chile (93%) Malaysia (92%), South Africa (91%) Argentina (90%) and Saudi Arabia (89%). The countries that are most change averse – disagreeing somewhat or strongly disagreeing with the statement – are South Korea (27%), Germany (22%), Netherlands (21%), US (21%) and Japan (18%).

Dominic Waughray, Managing Director, at the World Economic Forum said, “The Great Reset is the task of overhauling our global systems to become more equitable and sustainable, and it is more urgent than ever as COVID-19 has exposed the world’s critical vulnerabilities. But the technology to transform things tends to outpace the human will to change. In six months, the pandemic has systematically broken down this cultural barrier and we are now at a pivot point where we can use the social momentum of this crisis to avert the next one.”

Ready for significant personal change

Across all 28 countries, 72% want their lives to change significantly rather than returning to what it was like before the COVID-19 crisis (30% strongly and 41% somewhat) while the other 29% disagree (21% strongly and 8% somewhat).

Latin America stands out for its optimism, with Mexico, Colombia and Peru in the top five countries strongly or somewhat agreeing. Agreement is also high South Africa (86%), Saudi Arabia (86%, Malaysia (86%) and India (85%). By contrast, at least two out of five adults in the Netherlands, Germany, South Korea, Japan, Sweden, the US, UK and Canada long for their life to just return to how it was before the pandemic.

MethodologyThese are the results of a 28-country survey conducted by Ipsos on its Global Advisor online platform. Ipsos interviewed a total of 21,104 adults aged 18-74 in United States, Canada, Malaysia, South Africa, and Turkey, and 16-74 in 23 other countries between August 21 and September 4, 2020. Where results do not sum to 100 or the ‘difference’ appears to be +/-1 more/less than the actual, this may be due to rounding, multiple responses or the exclusion of don’t knows or not stated responses.

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