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Systemiq is a sustainable development organisation dedicated to transforming economic systems. Focused on environmental and social impact, they collaborate with businesses, investors, and governments to drive positive change. Explore their innovative solutions for a resilient and regenerative future.

Omidyar Network is a philanthropic investment firm that seeks to bring about social impact by supporting and investing in innovative initiatives. With a focus on areas like financial inclusion, education, and civic engagement, Omidyar Network works to create positive change globally through a combination of strategic grants and impact investments.

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IPE is a reputable source for pension fund, investment, and asset management news. Explore our platform for insightful articles, analysis, and trends shaping the institutional investment landscape.

IFM Investors is a global investment manager, stewarding funds on behalf of like-minded investors worldwide. Explore our diverse investment strategies across infrastructure, debt investments, listed equities, and private markets.

The Impact Investing Institute leads in advancing impact investing, connecting investors, and promoting positive social and environmental change. Explore their resources for impactful investing and join a community dedicated to driving positive outcomes.

This paper explores practical research issues associated with accidents in machine learning and artificial intelligence (AI) systems, due to incorrect objectives, scalability, or choice of behaviour. The authors present five research problems in the field, suggesting ways to mitigate risks in modern machine learning systems.

This report advocates for creating a high-level, G20 framework using a set of principles for the introduction and management of big data and AI in the workplace. The paper identifies main issues and suggests two paths towards adoption.

The adoption of AI has more than doubled, with a peak of 58% in past years. The report highlights the importance of best practices and investing in AI as it is shown to bring financial returns. However, the majority of organisations are not mitigating risks associated with AI despite increasing use.

This report reveals that Australian organisations lack structured governance around AI systems. Corporate leaders should invest in expertise, create a comprehensive AI strategy, implement addressing risks and support a human-centered culture. The appropriate governance of AI systems is critical for corporate leaders to mitigate risks.

AI offers great positive impacts and risks. This report helps to understand the risks associated with developing and using AI tech. Scoping exercise identifies opportunities and threats across sectors. Six core ESG considerations including trust and security, data privacy, and sentience are evaluated for potential impact.

This report examines the impact of digital technology and artificial intelligence on human rights in Europe and Central Asia, with a particular focus on the use of data protection and legislative frameworks. It provides an overview of the relevant international and regional initiatives, and analyses the applicable legal, regulatory, and institutional frameworks.

This analytical essay outlines an agenda for research into the global governance of artificial intelligence (AI). It distinguishes between empirical research, aimed at mapping and explaining global AI governance, and normative research, aimed at developing and applying standards for appropriate global AI governance.

This report documents the location of 96 digital technology industry clusters in Australia’s capital cities, regions, and suburbs. The report draws attention to the variables that affect industry growth and development, from company profit growth to housing affordability and quality of life.