Library | Sustainable Finance Practices

Issue/sector focused research

General research and analysis that provides deep dives and insights into specific sustainability issues or industry sectors, addressing the current status, trends, risks, and opportunities for the issue but not specifically addressing a finance or business audience.

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Climate contract playbook: Edition 2

Chancery Lane Project
This report presents a playbook of precedent clauses designed to address climate change risks and opportunities across different sectors and financing scenarios. The clauses, drafted by Hogan Lovells lawyers from over 60 jurisdictions, can be used in corporate and finance agreements to help achieve the Net Zero targets of the UK Government and others.
Research
30 June 2020

A well-being framework for cross-cultural assessment of development scenarios: A case study from North-Western Australia

This research paper evaluates the effectiveness of a well-being framework developed to assess alternative future development scenarios for the Martuwarra (Fitzroy River) in Western Australia. The framework was culturally sensitive and assisted a multicultural group in assessing scenarios. The study concludes that a well-being framework can support structured and transparent communication between culturally diverse groups.
Research
22 February 2022

The Pew Charitable Trusts

Issue Focused NGOs & Think Tanks
The Pew Trusts is a global non-profit organisation dedicated to addressing pressing challenges such as environmental conservation, public health, and civic engagement. With a focus on evidence-based solutions, Pew Trusts collaborates across sectors to drive positive change and contribute to a sustainable future.
Organisation
1 research item

Concrete problems in AI safety

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.
Research
25 July 2016

Toward a G20 framework for artificial intelligence in the workplace

Centre for International Governance Innovation (CIGI)
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.
Research
29 June 2018

Top 10 principles for ethical artificial intelligence

UNI Global Union
This report provides 10 principles for ethical artificial intelligence. From transparency in decision-making to ensuring a just transition and support for fundamental freedoms and rights, the report aims to empower workers and maintain a healthy balance of power in the workplace.
Research
16 November 2017

The state of AI in 2022 - and a half decade in review

McKinsey & Company
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.
Research
31 December 2022

The state of AI governance in Australia

University of Technology Sydney
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.
Research
31 May 2023

The Japanese society for artificial intelligence ethical guidelines

Japanese Society for Artificial Intelligence (JSAI)
The Japanese Society for Artificial Intelligence has released ethical guidelines that aims to protect basic human rights and promote the peace, welfare, and public interest of humanity. The eight guidelines include: contributing to humanity, abiding by laws and regulations, respecting others' privacy, being fair, maintaining security, acting with integrity, being accountable and socially responsible, and communicating with society and self-development.
Research
3 May 2017

The impact of digital technology on human rights in Europe and Central Asia

United Nations Development Programme (UNDP)
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.
Research
17 February 2023

The global governance of artificial intelligence: Next steps for empirical and normative research

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.
Research
4 September 2023

The geography of Australia’s digital industries: Digital technology industry clusters in Australia’s capital cities and regions

CSIRO
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.
Research
7 March 2023

Technology tools in human rights

The Engine Room
This report explores technology tools available to human right defenders for collecting, managing, analysing, communicating and archiving data. HRDs should prioritise simplicity, familiarity, and ease of use when choosing a tool, and be mindful of potential security risks. Strategic partnerships and obtaining second opinions can also aid decision making.
Research
19 November 2016

Statement on artificial intelligence, robotics and 'autonomous' systems

European Commission
This statement from the European Group on Ethics in Science and New Technologies emphasises the need for a shared international ethical and legal framework for the design and governance of artificial intelligence, robotics, and 'autonomous' systems. It also proposes ethical principles based on EU values to guide the framework's development.
Research
9 March 2018

Safety by design: Model clauses for due diligence arrangements and funding agreements

eSafety Commissioner
This document provides model clauses for due diligence arrangements and funding agreements related to eSafety for startups. It includes pre-conditions for funding agreements, covering policies, staffing, training, and external communication. Additionally, the document urges startups to complete the eSafety assessment tool and implement safety by design measures.
Research
18 January 2021

Report of COMEST on robotics ethics

United Nations Educational, Scientific and Cultural Organization (UNESCO)
COMEST has released a report on robotics ethics which covers the history, development, and social impact of robots. It also offers recommendations for the ethical use of robotics.
Research
14 September 2017
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