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Human rights risks in tech: Engaging and assessing human rights risks arising from technology company business models

Office of the United Nations High Commissioner for Human Rights
This tool outlines strategies for investors to assess technology companies’ responsibility to respect human rights. It includes questions addressing engagement on specific business model features that may create human rights risks and an evaluation framework to assess company responses.
Research
30 March 2023

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

Ethics guidelines for trustworthy AI

European Commission
The European Commission's AI High-Level Expert Group has released their Ethics Guidelines for Trustworthy AI. The report provides a framework for creating lawful, ethical, and robust AI systems throughout the system's life cycle. The guidelines focus on respect for human autonomy, prevention of harm, fairness, and explicability.
Research
8 April 2019

Ethically aligned design: A vision for prioritising human well-being with autonomous and intelligent systems

Institute of Electrical and Electronics Engineers (IEEE)
This report is a call-to-action for technologists to align creation of autonomous and intelligent systems to defined values and ethical principles prioritising human well-being. Emphasising the importance of embedding values and morals into these systems, it discusses a range of topics, including job automation, personal data protection, A/IS education, law, and more.
Research
6 December 2017

Engaging the ICT sector on human rights: Privacy and data protection

Investor Alliance for Human Rights
This report provides sector-wide risk assessment on privacy and data protection in the Information and Communications Technology (ICT) industry. It includes international standards and salient issues to consider when engaging with ICT companies, the "business case" for privacy and data protection, and investor guidance for engaging ICT companies.
Research
6 March 2020

Engaging the ICT sector on human rights: Discrimination

Investor Alliance for Human Rights
This report examines the risks of discrimination in the Information and Communication Technologies sector and its impact on human rights. It provides company guidance on eliminating discrimination and promoting inclusion, as well as investor guidelines for holding companies accountable.
Research
6 March 2020

Engaging the ICT sector on human rights: Conflict and security

Investor Alliance for Human Rights
This report provides an overview of the main human rights instruments and adverse impacts of the ICT sector in conflict-affected areas, emphasising its role in promoting security and other human rights while highlighting the potential risks of new technologies in this context. It also includes investor guidance to help evaluate if companies are meeting their human rights responsibilities.
Research
6 March 2020

Dutch pension funds agreement on responsible investment

The Dutch Pension Funds Agreement on Responsible Investment outlines the policies and procedures needed for pension funds to prevent, mitigate, and remediate against negative social and environmental consequences of investments. The agreement promotes long-term shareholder engagement and encourages due diligence in outsourcing, reporting, and transparency.
Research
18 December 2018

Digital safety risk assessment in action: A framework and bank of case studies

World Economic Forum
This report contains a framework and case studies for digital safety risk assessment. The case studies cover topics such as trust and safety best practices, human rights due diligence, and child safety in gaming and immersive worlds.
Research
23 May 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

Addressing harmful online content: A perspective from broadcasting and on-demand standards regulation

Office of Communications (Ofcom)
This discussion paper presents broadcasting and on-demand standards regulation as a model to address harmful online content. It calls for transparency in platform moderation, a flexible approach to regulation in an environment of free expression, and harmonisation of a regulatory approach for globally accessible content.
Research
18 September 2018

First Australians Capital

Issue Focused NGOs & Think Tanks
First Australians Capital is a non-profit organisation fostering economic independence for Indigenous Australians. Empowering Indigenous entrepreneurs, it provides financial support, mentorship, and business resources. Enhancing economic self-determination, the organisation strives for sustainable Indigenous business growth.
Organisation
1 research item

Australian Ethical

Commercial Organisations
Australian Ethical is a leading ethical investment manager in Australia, offering responsible and sustainable investment options. With a focus on positive impact, they provide ethical superannuation, managed funds, and investment solutions, aligning investments with environmental, social, and governance (ESG) considerations. Explore ethical financial choices with Australian Ethical.
Organisation
1 research item

Pollination

Commercial Organisations
Pollination Group is a sustainable finance advisory firm providing expertise in environmental, social, and governance (ESG) matters. Specialising in accelerating the transition to a low-carbon economy, they offer strategic advisory services and innovative solutions for clients aiming to drive positive impact and sustainable growth in their businesses.
Organisation
7 research items

The Investor Agenda

Finance Industry Groups
The Investor Agenda is a collaborative initiative uniting global investors committed to addressing climate change. Featuring leading organisations like PRI (Principles for Responsible Investment) and others, it provides a platform for investors to align actions with the goals of the Paris Agreement. Visit for insights on sustainable investment strategies and climate-conscious practices.
Organisation
1 research item

International Code of Conduct Association (ICoCA)

Other Industry / Sector Specific Groups & Sponsored Organisations
The International Code of Conduct Association (ICoCA) promotes ethical business conduct in the private security industry. Explore their standards, initiatives, and resources focused on ensuring responsible and accountable practices. Stay informed about industry developments and contribute to fostering a culture of respect and human rights in the security sector.
Organisation
1 research item
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