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Top Papers on Climate Finance in Q3 2025

This list includes the top downloaded papers on Climate Finance posted in Q3 2025. It also includes the Top 5 Organizations that downloaded the research during this period.
1. Country Risk: Determinants, Measures and Implications -The 2025 Edition by Aswath Damodaran (New York University)
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2. Climate Change Risk and the Cost of Mortgage Credit by Duc Duy Nguyen (Durham University), Steven Ongena (University of Zurich), Shusen Qi (Xiamen University), & Vathunyoo Sila (University of Edinburgh)
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3. State of SupTech Report 2024 by Maryeliza Barasa (Digital Transformation Solutions), Simone di Castri (Digital Transformation Solutions), Matt Grasser (Digital Transformation Solutions), Samir Kiuhan (Cambridge SupTech Lab), Kalliopi Letsiou (Cambridge SupTech Lab), & Lara Sousa Faria (NOVA University Lisbon)
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4. Systemic Investing for Social Change: A Starter Kit by Hibah Khan (Massachusetts Institute of Technology), Jason Jay (Massachusetts Institute of Technology), & Kirsten Andersen (University of Zurich)
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5. Accountability For Flawed Corporate Culture by Jennifer G. Hill (Monash University) & Roy Shapira (University of Chicago)
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6. Carbon Pricing Policies and Global Climate Change – Critical Perspectives (Second edition) by Alan K. Kirkpatrick (Bournemouth University)
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7. Evaluating Impact Investing through a Systems Thinking Lens: Hallmarks of a Transformational Approach by Yu Zhang (Massachusetts Institute of Technology)
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8. The Shades of Investment Factors by Maxime Sauzet (Boston University) & Jiayi Zhu (Boston University)
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9. The Proxy Voting Choice Revolution by Alon Brav (Duke University), Tao Li (University of Florida), Dorothy S. Lund (Columbia University), & Zikui Pan (University of Florida)
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10. Biodiversity, Financial Markets, and Systemic Risk: A Synthesising Review by Brian M. Lucey (Trinity College Dublin), Samuel A. Vigne (Luiss Guido Carli University), & Andrew Urquhart (University of Birmingham)
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To read more research on Climate Finance, subscribe to SSRN’s Climate Finance eJournal or view other papers here.
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Top Papers on AI in Finance in Q3 2025

This list includes the top downloaded papers on AI in Finance posted in Q3 2025. It also includes the Top 5 Organizations that downloaded the research during this period.
1. Artificially Intelligent, Naturally Inefficient? Service Quality Investments and the Efficiency Trap in Australian Banking by Siddharth Jain (Churchill Institute of Higher Education), Sagar Lohani (Churchill Institute of Higher Education), & Thomas Denigan (Churchill Institute of Higher Education)
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2. Understanding The Virtue of Complexity by Bryan T. Kelly (Yale School of Management) & Semyon Malamud (Ecole Polytechnique Federale de Lausanne)
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3. The Labor Market Effects of Generative AI: A Difference-in-Differences Analysis of AI Exposure by Andrew Johnston (University of Texas at Austin) & Christos Makridis (Stanford University)
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4. GraFiN-Gen: Graph-based Ensemble Generative Modelling for Multi-asset Forecasting by Milena Vuletić (University of Oxford) & Mihai Cucuringu (University of California, Los Angeles)
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5. The Market’s Mirror: Revealing Investor Disagreement with LLMs by Vineet Bhagwat (George Washington University), J. Anthony Cookson (University of Colorado at Boulder), Chukwuma Dim (George Washington University), & Marina Niessner (Indiana University)
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6. Cross-Sectional Spillovers of Earnings Surprises and Asset Price Anomalies by Cong Zhang (University of Chicago) & Zhenzhi He (Northwestern University)
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7. Artificial Intelligence in the Boardroom by Daniel Ferreira (London School of Economics) & Jin Li (The University of Hong Kong)
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8. When LLMs Go Abroad: Foreign Bias in AI Financial Predictions by Sean Cao (University of Maryland), Charles C. Y. Wang (Harvard University), & Yi Xiang (Hong Kong Polytechnic University)
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9. AI Behavioral Science by Matthew O. Jackson (Stanford University), Qiaozhu Mei (University of Michigan at Ann Arbor), Stephanie Wang (University of Pittsburgh), Yutong Xie (University of Michigan at Ann Arbor), Walter Yuan (MobLab), Seth G. Benzell (Chapman University), Erik Brynjolfsson (National Bureau of Economic Research), Colin Camerer (California Institute of Technology), James A. Evans (University of Chicago), Brian Jabarian (University of Chicago), Jon Kleinberg (Cornell University), Juanjuan Meng (Peking University), Sendhil Mullainathan (University of Chicago), Asuman E. Ozdaglar (Massachusetts Institute of Technology), Thomas Pfeiffer (Massey University), Moshe Tennenholtz, Robb Willer (Stanford University), Diyi Yang (Stanford University), & Teng Ye (University of Minnesota – Twin Cities)
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10. Crypto Regulation in the Time of Trump by Lawrence J. Trautman (Prairie View A&M University)
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To read more about AI in Finance, subscribe to SSRN’s Technology & Investing eJournal or view other papers here.
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Top Papers on AI in Law Q3 2025

This list includes the top downloaded papers on AI in Law posted in Q3 2025. It also includes the Top 5 Organizations that downloaded the research during this period.
1. LLMs are Bad Judges. So use Our Classifier Instead. by Jack Kieffaber (Harvard University), Kimo Gandall (Harvard University), Steven M. Foster, Jr. (University of Chicago), & Kenny McLaren (Harvard University)
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2. Intellectual Property in the New Technological Age 2025: Volume I Chapters 1&2–Perspectives, Trade Secrets by Peter S. Menell (University of California, Berkeley), Mark A. Lemley (Stanford Law School), Robert P. Merges (University of California, Berkeley), & Shyamkrishna Balganesh (Columbia University)
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3. Getting Regulatory Sandboxes Right: Design and Governance Under the AI Act by Claudio Novelli (Yale University), Philipp Hacker (European University Viadrina Frankfurt), Simon McDougall (Yale University), Jessica Morley (Yale University), Antonino Rotolo (University of Bologna), & Luciano Floridi (Yale University)
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4. Plagiarism, Copyright, and AI by Mark A. Lemley (Stanford Law School) & Lisa Larrimore Ouellette (Stanford Law School)
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5. Should AI Write Your Constitution? by Richard Albert (University of Texas at Austin) & Kevin Frazier (University of Texas at Austin)
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6. The Promise and the Peril of the Use of Generative Artificial Intelligence in Litigation by Michael Legg (University of New South Wales), Vicki McNamara (University of New South Wales), & Armin Alimardani (University of Wollongong)
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7. AI and Doctrinal Collapse by Alicia Solow-Niederman (George Washington University)
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8. Past Precedent, Future Proof: Toward a New Legal and Commercial Framework for AI-Generated Music by Charles Goldstuck (University of Witwatersrand)
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9. Achieving Digital Sovereignty via the DMA: A European Illusion? by Walid Chaiehloudj (University Côte d’Azur)
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10. An American’s Guide to the EU AI Act by Margot E. Kaminski (University of Colorado) & Andrew D. Selbst (University of California, Los Angeles)
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To read more about AI in Law, subscribe to SSRN’s Artificial Intelligence – Law, Policy, & Ethics eJournal or view other papers here.
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The Latest Research on Climate Change & Global Warming

This list includes a selection of the latest research on climate change & global warming posted to SSRN in 2025.
- A Critique of the Apocalyptic Climate Narrative by Harry DeAngelo (University of Southern California) & Judith Curry (Georgia Institute of Technology)
- Climate Change Risk and the Cost of Mortgage Credit by Duc Duy Nguyen (Durham University), Steven Ongena (University of Zurich), Shusen Qi (Xiamen University), & Vathunyoo Sila (University of Edinburgh)
- War on the Climate: A Multitemporal Study of Greenhouse Gas Emissions of the Israel-Gaza Conflict by Benjamin Neimark (Queen Mary University of London), Frederick Otu-Larbi (Lancaster University), Reuben Larbi (Lancaster University), Patrick Bigger (The Climate and Community Project), Linsey Cottrell (Conflict and Environment Observatory), Lennard de Klerk (Initiative on GHG Accounting of War), & Mykola Shlapak
- Sustainable Investing in Theory and Practice: The Ultimate Solution by Vesa Puttonen (Aalto University)
- Climate Risk Engagements by François Derrien (HEC Paris), Alexandre Garel (Audencia Business School), Arthur Romec (Toulouse Business School), & Feng Zhou (Toulouse Business School)
- Corporate Carbon Accounting: Current Practices and Opportunities for Research by Gunther Glenk (University of Mannheim)
- Do Investors Care about Carbon Offsets? by Yeow Hwee Chua (Nanyang Technological University) & Liuyang She (Nanyang Technological University)
- Carbon Pricing Policies and Global Climate Change by Alan K. Kirkpatrick (Bournemouth University)
- Climate-Linked Bonds by Dirk Broeders (European Central Bank), Daniel Dimitrov (University of Amsterdam), & Niek Verhoeven (De Nederlandsche Bank)
- Simple Climate Stress Testing: An Ensemble Framework by Mourad Berrahoui (Lloyds Banking Group), Chris Kenyon (University College London), Andrea Macrina (University College London) & Georgios Nathanael (Lloyds Banking Group)
- The Circular Economy and Climate Change: The State of National and Global Evidence on Mitigation Potential by Dominik Wiedenhofer (University of Natural Resources and Life Sciences, Vienna), Sina Leipold (Earth System Governance ‘Taskforce on Knowledge Cumulation’), Chika Aoki-Suzuki (Institute for Global Environmental Strategies), Oreane Y. Edelenbosch (Utrecht University), Marianne Zanon-Zotin (Utrecht University), Lisa Kaufmann (BOKU University, Vienna), Patricia Fortes (NOVA University of Lisbon), Willi Haas (Universität für Bodenkultur Wien) & Jan Streeck (University of Natural Resources and Life Sciences, Vienna)
- Climate Boards: Do Natural Disaster Experiences Make Directors More Prosocial? by Sehoon Kim (University of Florida), Bernadette A. Minton (Ohio State University) & Rohan Williamson (Georgetown University)
Discover more research on climate change and global warming in SSRN’s Environmental Science Research Network here.
- A Critique of the Apocalyptic Climate Narrative by Harry DeAngelo (University of Southern California) & Judith Curry (Georgia Institute of Technology)
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Top Papers on Climate Finance in Q2 2025

This list includes the top downloaded papers on Climate Finance posted in Q2 2025. It also includes the Top 5 Organizations that downloaded the research during this period.
1. Does ESG Information Deliver Investment Value? A High-Dimensional Portfolio Perspective by Giovanni Bruno (Scientific Beta), Felix Goltz (Scientific Beta), & Antoine Naly (Scientific Beta)
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2. Firm-Level Nature Dependence by Alexandre Garel (Audencia Business School), Arthur Romec (Toulouse Business School), Zacharias Sautner (University of Zurich), & Alexander F. Wagner (University of Zurich)
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3. Corporate Nature Risk Perceptions by Snorre Gjerde (Norges Bank Investment Management), Zacharias Sautner (University of Zurich), Alexander F. Wagner (University of Zurich), & Alexis Wegerich (Norges Bank Investment Management)
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4. Nature and Climate Risk in Asset Prices by Chiara Colesanti Senni (University of Zurich), Skand Goel, & Markus Leippold (University of Zurich)
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5. How to Deliver Mega-Scale Investment in Climate Infrastructure by Carter Casady (Stanford University) & Ashby Monk (Stanford University)
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6. Opening the Black Box of Local Projections by Philippe Goulet Coulombe (Université du Québec à Montréal) & Karin Klieber (European Central Bank)
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7. The Singular Role of Public Pension Funds in Corporate Governance by Jill E. Fisch (University of Pennsylvania) & Jeff Schwartz (University of Utah)
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8. To Disclose, or Not to Disclose: Evaluating the Effectiveness of Mandatory Climate-Related Disclosure by Sebastian Gehricke (University of Otago), Markus Leippold (University of Zurich), Tobias Schimanski (University of Zurich), & Cristhian Delgado Fajardo (University of Otago)
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9. Between Promise and Power: Artificial Intelligence, Shareholder Activism, and the Corporate Governance of the Next Generation by Pierluigi Matera (Boston University)
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10. Insurers’ Carbon Underwriting Policies by Olimpia Carradori (University of Zurich), Felix von Meyerinck (Lake Lucerne Institute), & Zacharias Sautner (University of Zurich)
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To read more research on Climate Finance, subscribe to SSRN’s Climate Finance eJournal or view other papers here.
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The Latest Research on Age Verification & Online Safety

This list includes a selection of the latest research on age verification & online safety posted to SSRN in 2025.
- Tinder Backgrounds by Irina D. Manta (Hofstra University)
- The “Segregate-and-Suppress” Approach to Regulating Child Safety Online by Eric Goldman (Santa Clara University)
- Towards Harmonised Online Age Verification? A Comparative Study of French and EU Legal Frameworks by Alexandre Humain-Lescop (Institut Polytechnique de Paris)
- Digital Policy as Problem Space: Policy Formation, Public Opinion, and Australia’s Online Safety Amendment (Social Media Minimum Age) Act 2024 by Terry Flew (The University of Sydney), Timothy Koskie (The University of Sydney), & Agata Stepnik (The University of Sydney)
- High Risks: The Law and Policy of Cannabis Advertising on Social Media by Hannah R. Weiser (Bentley University) & Jackson Harris (Bentley University)
- Age Verification Laws and Population Mental Health by Xiaohui (Ronnie) Guo (Capital University of Economics and Business) & Lizhong Peng (University of West Georgia)
- Rethinking Youth Privacy by Danielle Keats Citron (University of Virginia) & Ari Ezra Waldman (University of California, Irvine)
- “They’re Scamming Me”: How Children Experience and Conceptualize Harm in Game Monetization by Taylor Hardwick (The University of Sydney), Marcus Carter (The University of Sydney), Stephanie Harkin (RMIT), Tianyi ZhangShao (The University of Sydney), & Ben Egliston (The University of Sydney)
- Nerd Harder: A Typology of Techno-Legal Solutionist Logics in Child Online Safety Laws by Amanda Reid (University of North Carolina (UNC) at Chapel Hill), Lorcan Neill (University of North Carolina (UNC) at Chapel Hill), & Evan Ringel (Appalachian State University)
- A Social Reckoning? Litigation, Legislation, and the Future of Social Media by Randolph Robinson II (University of Illinois at Chicago)
To read more research on age verification and online safety, subscribe to SSRN’s Information Privacy Law eJournal or view other papers here.
- Tinder Backgrounds by Irina D. Manta (Hofstra University)
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The Latest Research on Cyberspace Law

This list includes a selection of the latest research on Cyberspace Law posted to SSRN in 2025.
- Seeing is Believing? Deepfakes in Financial Markets by Michal Lavi (Hebrew University of Jerusalem) & Hadar Yoana Jabotinsky (The Hadar Jabotinsky Center for Interdisciplinary Research of Financial Markets, Crises and Technology)
- Crypto Regulation in the Time of Trump by Lawrence J. Trautman (Prairie View A&M University)
- Artificial Intelligence and the Anti-Authoritarian Fourth Amendment by Matthew Tokson (University of Utah)
- The Regulation of Fine-Tuning: Federated Compliance for Modified General-Purpose AI Models by Philipp Hacker (European University Viadrina Frankfurt) & Matthias Holweg (University of Oxford)
- From Estimation to Discrimination: Algorithmic Bias, Predictive Uncertainty, and Anti-Discrimination Law by Holli Sargeant (University of Cambridge)
- Notable Privacy Books: A Journey Through History by Daniel J. Solove (George Washington University)
- Computational Antitrust Worldwide: Fourth Cross-Agency Report by Thibault Schrepel (Vrije Universiteit Amsterdam) & Teodora Groza (Sciences Po Paris)
- AI Rights for Human Flourishing by Simon Goldstein (The University of Hong Kong) & Peter Salib (University of Houston Law Center)
- AI Companions and the Lessons of Family Law by Clare Huntington (Columbia University)
- Automation Bias in the AI Act: On the Legal Implications of Attempting to De-Bias Human Oversight of AI by Johann Laux (University of Oxford) & Hannah Ruschemeier (Universität Osnabrück)
- The Regulation of Generative AI in China by Rogier Creemers (Leiden University)
- Generative AI Will Break the Internet: Beyond Section 230 by Graham Ryan (Jones Walker, LLP)
- Technology Neutrality in EU Digital Regulation by Marco Almada (Universite du Luxembourg)
To read more research on cyberspace law, subscribe to SSRN’s Cyberspace Law eJournal or view other papers here.
- Seeing is Believing? Deepfakes in Financial Markets by Michal Lavi (Hebrew University of Jerusalem) & Hadar Yoana Jabotinsky (The Hadar Jabotinsky Center for Interdisciplinary Research of Financial Markets, Crises and Technology)



