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Rate the raters series

ERM SustainAbility Institute
Rate the Raters is a benchmark series by the ERM Sustainability Institute tracking corporate perceptions of ESG rating agencies. It examines quality, usefulness, trust, and engagement with ESG raters across regions and industries, offering a longitudinal view of the evolving ESG ratings landscape for companies and investors.
Benchmark/series
8 December 2025

Scientific Climate Ratings

EDHEC Business School
Scientific Climate Ratings delivers forward-looking, science-based climate risk ratings quantifying financial materiality of physical and transition risks for infrastructure assets globally.
Online tool/database

Faith in RI

Faith in RI
Faith in RI is a responsible investment platform offering thought leadership, stewardship resources, and networks for asset owners and the investment industry.
Resource hub

Transition Acceleration Framework (TAF)

Rhodium Group
TAF is a forward-looking analytical framework by Rhodium Group that evaluates where climate investment and policy will accelerate decarbonisation.
Online tool/database

Plastic footprint guidelines

EarthAction
The Plastic Footprint Network's guidance document presents a science-based methodology for assessing corporate plastic footprints. Developed by over 100 professionals from 35 organisations, the framework comprises 11 modules covering macroplastics and microplastics, providing practitioners with a step-by-step process for measuring plastic leakage and reporting results.
Research
1 November 2023

Guidance on integrating deforestation into net zero strategies

Institutional Investor Group on Climate Change (IIGCC)
This IIGCC guidance supports institutional investors in integrating deforestation, land conversion, and associated human rights risks into net zero strategies. Aligned with the Net Zero Investment Framework 2.0, it provides practical, asset class-specific action points across listed equity, sovereign bonds, real estate, and private equity and debt.
Research
28 January 2026

Using scenario analysis for future resilience: Top tips for pension fund chairs and trustees

Accounting for Sustainability (A4S)
This guide from Accounting for Sustainability supports pension fund chairs and trustees to move beyond simplified climate scenario analysis. It outlines the limitations of current models, provides practical examples from USS, NBIM and APG, and offers six actionable tips to embed scenario insights into strategic decision making.
Research
1 June 2026

AI data centers and electricity demand: Taming the energy guzzlers

Research Institute of Economy, Trade and Industry (RIETI)
This paper examines AI data centre electricity demand and its costs for ratepayers and the environment. It finds that Big Tech market capitalisations have risen far above predicted levels since ChatGPT's 2022 launch, while data centres drive up electricity prices and fossil fuel use. Regulatory reforms and innovations are recommended.
Research
1 February 2026

EDHEC Climate Institute Resource Hub

EDHEC Business School
EDHEC Climate Institute is a climate finance research resource that provides research, analytical tools and data on climate-related financial risks, transition pathways and climate policy. It supports finance professionals with evidence-based insights for investment analysis, risk assessment and decision-making on climate-related issues.
Resource hub

Looking beyond greenhouse gas emissions: Interlinkages between the commercial vehicle industry and nature

World Wide Fund for Nature (World Wildlife Fund – WWF)
Published by WWF Sweden in collaboration with TRATON GROUP, this report examines the commercial vehicles sector's interlinkages with nature across its full value chain. It analyses six key commodities and value chain stages, identifies nature-related risks for businesses, and calls for sector-wide collaborative action towards a nature-positive future.
Research
13 February 2026

Shareholder proposals and corporate governance in a season of regulatory uncertainty

This report analyses the 2025–2026 proxy season following the SEC's suspension of its no-action review process. Shareholders filed approximately 20% fewer proposals; companies filed over 100 fewer exclusion notices. Exclusions disproportionately affected novel and revised proposals, with proponents increasingly turning to litigation and alternative strategies to preserve shareholder rights.
Research
27 April 2026

Widening the lens: Scaling climate adaptation and resilience through sustainable finance

Sustainable Fitch
This report examines climate adaptation and resilience in sustainable finance, highlighting a significant financing gap in emerging markets and limited formal allocation in labelled debt markets. It argues for a broader lens that recognises resilience outcomes already embedded in policy-driven investments, using Ecuador's sovereign housing framework as a case study.
Research
1 June 2026

Ratings insights: Understanding the global green bond index

Sustainable Fitch
Sustainable Fitch maps its framework and entity-level ratings to the Bloomberg MSCI Global Green Bond Index, covering 88% of index bonds. While index constituents show stronger framework quality and ICMA alignment than the broader market, many high-quality and transition-relevant bonds sit outside the benchmark due to financial eligibility constraints.
Research
20 May 2026

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

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
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