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We summarise credible research and reports on sustainable finance and ESG issues. Our summaries, along with our AI ChatBot saves members time reading large reports, to focus on knowledge building and action.

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The ICJ's advisory opinion on climate change

Verfassungsblog
This edited volume analyses the ICJ's July 2025 advisory opinion on climate change obligations, examining its legal framework, due diligence standards, human rights implications, and statehood findings. Contributing authors also assess the opinion's notable silences on historical responsibility, military emissions, and differentiated obligations.
Research
16 December 2025

Potential business cases in measuring biodiversity state and impact in agriculture

Svensk Kolinlagring
A joint Mistra FinBio and Svensk Kolinlagring report identifying three business cases linking biodiversity data to agricultural finance: baseline databanks for bank and insurance risk assessment, and an MRV system for biodiversity claims. It highlights the financing gap in regenerative agriculture and outlines potential biodiversity-linked financial products.
Research
1 December 2025

Credible climate financing and fossil fuel phase-out commitments are possible but remain marginal amongst major financial institutions

World Benchmarking Alliance
WBA's analysis of 400 major financial institutions finds that transition planning is emerging but capital allocation to low-carbon solutions and fossil fuel phase-out commitments remain marginal. Only two institutions demonstrate robust fossil-fuel restrictions, and low-carbon activities account for an average of just 2.7% of total financed activities globally.
Research
30 June 2026

Ethical & impactful usage of AI

This report by Do Harvey outlines an ethical framework for AI usage, highlighting environmental impacts, security risks, and bias concerns. It advocates for transparent, client-opt-in adoption underpinned by human oversight, and summarises five modes of AI use to guide teams in making values-aligned, informed decisions.
Research
12 August 2025

State of the Sustainability Profession 2026

Trellis Group
The 2026 State of the Sustainability Profession report by Trellis Group surveys more than 500 professionals at companies with at least $1 billion in revenue. Most large businesses are maintaining sustainability commitments despite political headwinds, though investment has slowed, communications are being scaled back and professionals report growing dissatisfaction.
Research
4 May 2026

Stuck on you: How to make social media good again

Institute for Public Policy Research (IPPR)
This IPPR paper examines how social media platforms have shifted from user-led spaces to algorithm-driven, influencer-dominated environments through 'sticky gatekeeping'. A UK survey found only 18 per cent of feed posts were personal content. The report recommends regulatory reform, algorithmic transparency, and development of a public social media platform.
Research
8 April 2026

AlphaGlass: Interpretable characteristic-based portfolio choice

National Bureau of Economic Research (NBER)
AlphaGlass is an interpretable machine-learning framework for characteristic-based portfolio construction that directly optimises the Sharpe ratio. Applied to U.S. equities from 2000 to 2021, it achieves a monthly out-of-sample Sharpe ratio of 0.47, outperforming random forests, neural networks, and EBM benchmarks, while providing transparent attribution to firm characteristics.
Research
4 May 2026

How a surge in defence and dual-use technology investment could reconfigure the global AI race

Chatham House
This Chatham House paper examines four trends — rising defence and dual-use investment, the growth of 'patriotic tech', the push for sovereign AI, and concerns over an AI valuation bubble — that could multipolarise the global AI race, and offers recommendations for private sector preparedness.
Research
1 April 2026

Measuring the impact of data centers in the United States economy: Monetary damage from air pollution and greenhouse gas emissions

National Bureau of Economic Research (NBER)
This NBER working paper quantifies the environmental costs of US data centre electricity use in 2025. Using facility-level data for approximately 2,800 data centres, it estimates gross external damages of $24.6 billion from air pollution and greenhouse gas emissions, with Texas and Virginia accounting for 30% of the national total.
Research
1 April 2026

Final report on the amending guidelines on product oversight and governance arrangements for retail banking products to take into account products with ESG features and greenwashing risks

The EBA's final report amends the 2016 Product Oversight and Governance (POG) Guidelines to incorporate ESG features and greenwashing risks for retail banking products. Key changes include requirements for manufacturers and distributors to prevent greenwashing, extended scope to non-bank consumer credit providers, and an application date of 11 January 2027.
Research
30 June 2026

Retreat or respect? Diverging corporate paths on human rights in a time of turbulence

Business and Human Rights Resource Centre
This BHRC report examines how top US companies are responding to mounting pressure on human rights standards. It identifies three corporate pathways: active deregulatory lobbying by Big Oil and Big Tech, quiet retreat from human rights commitments, and continued adherence. Survey data from April 2026 reveals significant reductions in human rights staffing and budgets.
Research
29 June 2026

Business breakthrough barometer 2026: The annual pulse check from business on the pace of the climate transition

World Business Council for Sustainable Development
The Business Breakthrough Barometer 2026 surveys over 500 companies on the climate transition, finding 92% expect sustainability to deliver competitive advantage. While investment momentum holds, 68% of leaders see rising risks of a disorderly transition, urging predictable policy strengthening from governments to unlock private capital.
Research
18 June 2026

Social performance measurement: Practical insights and tips for financial institutions

Power Shift Africa
This report by Shift distils insights from practitioner clinics for financial institutions on social performance measurement. It identifies key challenges and misperceptions, and provides eight practical tips for building more effective human rights due diligence measurement approaches, covering HRDD maturity assessment, theory of change, and quantification at scale.
Research
19 May 2026

Beyond the parcel: Unlocking risk assessment of complex infrastructure assets

First Street
This First Street report applies climate risk modelling to five infrastructure asset types — airports, residential developments, rail networks, transmission lines, and toll roads — demonstrating how localised physical hazards translate into material revenue losses and operational downtime, and why traditional parcel-based risk tools are inadequate for complex infrastructure.
Research
28 May 2026

Responsible AI in practice: 2025 global insights from the AI Company Data initiative

United Nations Educational, Scientific and Cultural Organization (UNESCO)
This report analyses publicly disclosed data from 2,972 companies across 11 sectors, revealing a significant gap between AI adoption and governance maturity. Only 13 per cent align their strategy with a formal framework, and few demonstrate adequate worker protections, ethical impact assessments, or training data oversight.
Research
31 March 2026

Applying planetary boundaries: Effective risk management and value creation

First Sentier MUFG Sustainable Investment Institute
This report examines how the Planetary Boundaries Framework translates nine critical global processes into material risks and value creation opportunities for investors and corporates. Seven of nine boundaries have already been breached. Tools, frameworks, and an investor engagement plan are outlined to support Earth-system-aligned capital allocation and long-term value creation.
Research
19 June 2026
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