This is a comprehensive and insightful guide for organisations seeking to engage with angel investors and support the development of entrepreneurship ecosystems in emerging markets. The report covers key topics such as the nature of angel investing, challenges facing angel networks, best practices and strategies, and practical tools for development institutions.

The briefing provides lessons to achieve financial inclusion of survivors of human trafficking and includes training and accommodations for survivor needs and experiences in compliance and due diligence processes.

This report provides practical responses for managing modern slavery risks in the resources and energy sectors. Covering topics such as risk to people and business, human rights risks, and key responses for addressing these risks, the report is an essential guide for companies seeking to effectively identify and manage modern slavery risks.

This report explores the most pressing economic, environmental, technological, and public health challenges facing stakeholders amid an unstable global landscape. It proposes stakeholders should act quickly to address these challenges, in partnership with others, to mitigate risks and shape a more sustainable future.

This report explores ownership models for modest-income earning 'middle-aged' women in Australia. Findings suggest that shared equity, build-to-rent and rent-to-own, and staircasing models provide possible affordable home options to this growing group if financial barriers are eliminated through a subsidy or philanthropic funding.

This report analyses the responses to Australia's Future Gas Strategy by corporate entities and industry associations from the country's fossil fuel value chain. It sheds light on the advocacy for expanding fossil gas supply, which contradicts the science-based policies to meet global climate goals, while showing a lack of positive engagement from non-fossil fuel corporations.

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.

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.

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.

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.

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.

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.

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.

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.