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'Signals of seriousness' for human rights due diligence

Shift
This discussion draft proposes a list of "signals of seriousness" that could inform administrative assessments of companies' HRDD efforts under potential EU legislation. The document provides comprehensive guidance on human rights and environmental due diligence and highlights key features of HRDD practices, offering critical insights to regulators seeking to enforce the proposed legislation.
Research
5 February 2021

Financing the corporate climate transition with bonds: A step-by-step guide to issuing a corporate bond to finance the climate transition

Climate Bonds Initiative
This report is a step-by-step guide to help corporations issue bonds to finance the transition to a climate-friendly economy. It covers key financing terms, the issuance process, and reporting requirements.
Research
15 November 2023

Greenwashing: A governance perspective

Governance Institute of Australia
This report provides an overview of greenwashing practices and their impact. The report expounds on the various forms of greenwashing and highlights the need for governance professionals to ensure accurate claims by companies. It also touches on Australia's legal and regulatory environment as regards greenwashing and contains helpful advice on how to manage it.
Research
12 December 2023

Deconstructing ESG ratings performance: Risk and return for E, S and G by time horizon, sector, and weighting

MSCI Inc.
This article evaluates the relevance of key environmental, social, and governance (ESG) issues and the importance of their pillars regarding risk and return using a comprehensive analysis of market performance. It additionally compares the weighting and performance of each pillar and key ESG issues.
Research
8 January 2021

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

RIAA's benchmarking impact investing series

Responsible Investment Association Australasia (RIAA)
This is a series of benchmark reports providing comprehensive insights into the impact investing market in Australia. It covers investor motivations, market size, and performance metrics, aiding stakeholders in understanding and enhancing their impact investment strategies.
Benchmark/series

Commonland

Other Industry / Sector Specific Groups & Sponsored Organisations
Commonland pioneers transformative landscape restoration, fostering sustainable development. With a focus on regenerative practices, Commonland contributes to global sustainability, offering practical solutions for resilient landscapes and thriving communities.
Organisation
1 research item

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

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 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

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

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

Montreal declaration for a responsible development of artificial intelligence

This report outlines a framework for responsible development of artificial intelligence. It provides principles that should guide ethical use of AI for the well-being of sentient beings, respect for autonomy, protection of privacy and intimacy, solidarity, democratic participation, equity, diversity inclusion, caution, responsibility, and sustainable development.
Research
10 July 2019

Generative artificial intelligence in finance: Risk considerations

International Monetary Fund
Generative AI is a subset of AI/ML that creates new content. It offers enhancements to efficiency and customer experience, as well as advantages to risk management and compliance reporting. However, the deployment of GenAI in the financial sector requires the industry to recognise and mitigate the technology's risks comprehensively; financial institutions must strengthen their cybersecurity and regulatory oversight capacities.
Research
22 August 2023

Beyond explainability: A practical guide to managing risk in machine learning models

Future of Privacy Forum (FPF)
This report offers a comprehensive guide for effectively managing risk in machine learning models. It presents a framework that enables data science and compliance teams to create better, more accurate, and more compliant models. The report stresses the importance of understanding the data used by models and implementing three lines of defence to assess and ensure their safety.
Research
22 June 2018

International Federation of Accountants (IFAC)

Finance Industry Groups
The International Federation of Accountants (IFAC) is a global organisation representing the accounting profession. It fosters global financial stability by promoting quality accounting and auditing standards, ethical practices, and professional development.
Organisation
2 research items
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