This report outlines responsible AI and data governance principles and engagement framework for investors across multiple sectors. The six core principles aim to enhance machine learning, auditability, explainability, and transparency, while taking into account legal, regulatory, ethical, and reputational risks.

The artificial intelligence (AI) opportunity is here, and it's transforming industry and society. Governments must create public policy environments that encourage AI innovation, while mitigating negative consequences. This report by Intel outlines several key recommendations necessary to realise the potential of AI and to prepare for this transformative technology.

This paper provides guidelines for asset managers to strengthen their interim net zero targets, help promote transparency, effective emissions reduction and promote responsible finance within a modern world faced with an ever-increasing problem of climate change and inequality.

This report aims to provide a unified approach to the disclosure of natural dependencies, impacts and risks for financial institutions and corporates. As the issue of natural loss and climate change continues to grow, a harmonised way of tackling these risks needs to be agreed to safeguard against material impacts.

The Sustainability-Linked Loan Principles (SLLP) were originally published in 2019 and provide a framework to what is recognised as an increasingly important area of finance. A sustainability-linked loan is one that incentivises borrowers to improve sustainability performance targets. This guidance note should be read alongside the SLLP.

The Sustainability-Linked Loan Principles (SLLP), originated in 2019 to provide a framework for this growing area of finance. This summary reviews the SLLP and its five core components. The SLLP have been developed by an experienced working party consisting of representatives from leading financial institutions.

This report examines the use of artificial intelligence technologies to analyse environmental, social and governance ("ESG") data for investments in emerging markets. It gives a detailed account of an experiment conducted to determine the effectiveness of such technologies in analysing the ESG performance of emerging markets issuers.

The report examines whether laws within eleven diverse jurisdictions support institutional investors in pursuing sustainability outcomes, while at the same time earning a financial return. It discusses options available to policymakers for legal reform in order to facilitate investing for sustainability impact.

This report explores strategies to better align institutional asset owners with asset managers when managing impact expectations and outcomes. When institutional investors incorporate impact, they can mitigate issues that threaten the long-term value of their assets, and leverage their capital to help address the world's most intractable challenges.

This 2020 report presents the results from a survey that assesses whether a risk differential can be detected between green, non-green and brown financial assets (loans and bonds). Based on information obtained by 49 banks, it presents a snapshot of current practices among financial institutions in their asset allocation.

Commissioned by the Australian Council of Superannuation Investors (ACSI), this report has been produced to support the Australian investment community's understanding of how biodiversity loss presents a risk to their portfolios. It provides recommendations about actions that Australian investors can take in response to this risk, in preparation for the Taskforce for Nature-related Financial Disclosures (TNFD).

Are “green finance" and climate change gaining traction in the Asian financial sector? Asia Research and Engagement (ARE) reviewed the practices of 88 leading financial institutions across Asia-Pacific to find out. Growing momentum is discovered: 28% of banks and 30% of investors have incorporated climate change into their respective policies.

There is consistent evidence of financial services contributing to improved well-being, yet the influence of contextual factors is largely unknown. The theory of change framework identifies several knowledge gaps that funders/researchers can address to develop a more accurate prediction of when financial inclusion policy will generate positive wellbeing outcomes.

An analysis of how transition risks could impact the financial performance of companies through examples from the utilities, autos and steel sectors. This report provides insight into how the financial performance of companies in these sectors, and others, could vary in the future due to low-carbon economy transitions.

Banks continue to finance the global plastics chain, despite the significant risks of lender liability from the impacts of plastic waste. This report highlights the lack of development of any due diligence systems, contingent loan criteria, or financing exclusions at the banks when it comes to the plastic packaging industry.

There has been a gap between understanding climate change and the implications it has for finance and the broader economy. This paper provides insight into scenario analysis - using data and climate science to provide more transparency on their financial risks in the medium and long term.