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Top Papers on AI in Law Q1 2026

This list includes the top downloaded papers on AI in Law posted in Q1 2026.
- Silicon Formalism: Rules, Standards, and Judge AI by Eric A. Posner (University of Chicago – Law School) and Shivam Saran (University of Chicago – Law School)
- The Artificial in “Artificial Intelligence”: How Imagination Shapes AI Regulation by Claudio Novelli (Yale University – Digital Ethics Center), Luciano Floridi (Yale University – Digital Ethics Center; University of Bologna- Department of Legal Studies), Stefan Larsson (Lund University – Department of Technology and Society) Mariarosaria Taddeo (University of Oxford – Oxford Internet Institute) and Steven L. Winter (Wayne State University Law School)
- Code Is Not Law by Carla Reyes (Southern Methodist University – Dedman School of Law), Andrea Tosato (Southern Methodist University – Dedman School of Law) and Andrew Hinkes (New York University School of Law)
- Power Steering, Not a Brake: How Boards Should Actually Govern AI by Henk de Jong (IESE Business School), Robert Maciejko (Board AI Institute; INSEAD AI (alum-led) ), Sampsa Samila (University of Navarra, IESE Business School) and Christoph Wollersheim (Egon Zehnder)
- Legal Alignment for Safe and Ethical AI by Noam Kolt (Hebrew University of Jerusalem), Nicholas Caputo (Oxford Martin School), Jack Boeglin (University of Pennsylvania Law School), Cullen O’Keefe (Institute for Law & AI; Centre for the Governance of AI), Rishi Bommasani (Stanford University), Stephen Casper (Massachusetts Institute of Technology (MIT) ), Mariano-Florentino Cuéllar ( Carnegie Endowment for International Peace; Stanford Law School), Noah Feldman (Harvard Law School), Iason Gabriel (School of Advanced Study University of London), Gillian K. Hadfield (University of Toronto; Vector Institute for Artificial Intelligence; OpenAI; Center for Human-Compatible AI), Lewis Hammond (University of Oxford), Peter Henderson (Princeton University – Program in Law & Public Policy), Atoosa Kasirzadeh (Carnegie Mellon University), Seth Lazar (Australian National University (ANU)), Anka Reuel (Stanford University), Kevin Wei (RAND Corporation; Harvard University – Harvard Law School), Jonathan L. Zittrain (Harvard Law School; Harvard School of Engineering and Applied Sciences; Harvard University – Harvard Kennedy School (HKS); Harvard University – Berkman Klein Center for Internet & Society)
- Buying Blind: Corruption Risk and the Erosion of Oversight in Federal AI by Jessica Tillipman (George Washington University – Law School)
- Questioning the Digital Markets Act’s Legality by Thibault Schrepel (Vrije Universiteit Amsterdam; Stanford University’s Codex Center) and Godefroy de Boiscuille (University of Côte d’Azur; Paris-Panthéon-Assas University & CRED)
- Alignment Whack-a-Mole : Finetuning Activates Verbatim Recall of Copyrighted Books in Large Language Models by Xinyue Liu (Stony Brook University), Niloofar Mireshghallah (Carnegie Mellon University), Jane C. Ginsburg (Columbia University – Law School) and Tuhin Chakrabarty (Stony Brook University)
- Liberal AI by Cass R. Sunstein (Harvard Law School; Harvard University – Harvard Kennedy School (HKS))
- Ethnonationalism by Algorithm by Spencer Overton (George Washington) University – Law School
To read more about AI in Law, subscribe to SSRN’s Artificial Intelligence – Law, Policy, & Ethics Research Updates or view other papers here.
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The Latest Research on Cryptocurrency

This list includes a selection of the latest research on cryptocurrency posted to SSRN in 2026.
Cryptoasset Ecosystem in Latin America and the Caribbean by Roman Proskalovich (University of Cambridge, Judge Business School, Cambridge Centre for Alternative Finance), Christopher Jack (University of Cambridge – Cambridge Centre for Alternative Finance), Alex Zarifis (University of Cambridge – Cambridge Centre for Alternative Finance), Diego Montes Serralde (University of Cambridge – Cambridge Centre for Alternative Finance) and Damaris Njoki (University of Cambridge, Judge Business School, Cambridge Centre for Alternative Finance)
When Markets Never Sleep: Intraday Liquidity Patterns and Volatility Effects in Cryptocurrency Trading by Aleksander R. Mercik (Wroclaw University of Economics and Business), Barbara Bedowska-Sojka (Poznań University of Economics and Business)
OmniFormer: A Patch Transformer for Joint Long-Term Multi-Dimensional Cryptocurrency Time Series Forecasting by Trung Nam Nguyen (Ho Chi Minh City University of Economics and Finance), Nguyen Quoc Anh (Hitachi Digital Services), Son Ha (RMIT University), Phien N. Nguyen (Ton Duc Thang University), Trung Phan Hoang Tuan (FPT University), Anh N. Le (FPT University) and Nguyen Gia Chan (FPT University)
Code Is Not Law by Carla Reyes (Southern Methodist University – Dedman School of Law) Andrea Tosato, (Southern Methodist University – Dedman School of Law) and Andrew Hinkes (New York University School of Law)
Tokenized Gold by Campbell R. Harvey (Duke University – Fuqua School of Business; National Bureau of Economic Research (NBER)), Chen Lin (The University of Hong Kong – Faculty of Business and Economics) Daniel Rabetti (National University of Singapore (NUS); Harvard Business School) and Che Zhang (Tsinghua University)
The Moneyness of Stablecoins by Christopher K. Odinet (Texas A&M University School of Law), Andrea Tosato (Southern Methodist University – Dedman School of Law) and Yesha Yadav (Vanderbilt University – Law School; European Corporate Governance Institute (ECGI) )
Pairs Trading in Crypto by Sasha Stoikov (Cornell Financial Engineering Manhattan), Dora Xu (Cornell University – Cornell Financial Engineering Manhattan), Shijie Shao (Cornell University), Yourui Wang (Cornell University) Tongshu Zhang (Cornell University) and Jinxuan Hu (Cornell University)
Stablecoins and Banking: Deposit Dynamics, Financial Stability, and Regulatory Design by Lin William Cong (Nanyang Technological University; Cornell University)
Regulating Decentralized Stablecoins: Comparing MiCAR and the GENIUS Act by Christopher K. Odinet (Texas A&M University School of Law) and Andrea Tosato (Southern Methodist University – Dedman School of Law)
The Contest Between Central Bank Digital Currencies, Stablecoins and Tokenised Deposits: Which Will Likely Win, and Why? by Ross P. Buckley (University of New South Wales (UNSW) – UNSW Law & Justice)
Discover more research on cryptocurrency in SSRN’s Cryptocurrency Research Updates here.
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SSRN Strategic Update: Renewed Focus on Core Research Sharing Mission

At SSRN, our mission is to rapidly share preprints and other early-stage research, empowering global scholars to help shape a better future. Today we are announcing an important change that reflects where we believe we can make the greatest contribution to that mission.
We have decided to focus entirely on SSRN’s core function as a free, world-class preprint platform. As a result, we will be closing our commercial products (Research Paper Series, Sponsored Networks and Site Subscriptions, paid Conference Proceedings, Data Analytics Dashboards, Partners in Publishing, Jobs and Announcements, and Data Feeds) by the end of December 2026.
This is not a decision we have taken lightly. These products have supported thousands of researchers and institutions over many years, and we are extremely grateful to all our institutional partners. However, running a commercial operation alongside a free research platform has required very tough trade-offs in technology investment, operational focus, and our ability to keep pace with what researchers actually need from a preprint server in 2026. Stepping back from commercial products will allow us to us put everything into what SSRN does best.
We hope that in the future this will mean free Research Alert subscriptions, faster posting times, improved CrossRef metadata, stronger transparency through versioning, ORCID integration, and clear links between preprints and published versions. SSRN will remain publisher-neutral and committed to serving researchers across all disciplines.
What this means for existing customers
Every existing contract will be honored in full through its term or until December 31, 2026, whichever comes first. Our team will be in touch with each customer directly to talk through the timeline, answer questions, and plan the transition, including any applicable refunds. We will not be onboarding new customers for these commercial products, and automatic renewals will not proceed.
If you have questions about your contract, data, or transition planning in the meantime, please reach us at ideas@ssrn.com.
Looking ahead
SSRN has been part of the research ecosystem for over 25 years. This change is about making sure it will survive and thrive for the next 25. We’d like to thank all our commercial partners for their support for SSRN over the last two decades: we really wouldn’t be here without you. However, we now look forward to building an SSRN that is completely focused on the needs of researchers around the world. As always, we’d love to hear your thoughts at ideas@ssrn.com.

FAQ:
Why are SSRN’s commercial services being discontinued, and why now?
The preprint landscape has changed significantly. Expectations around posting speed, licensing, metadata transparency, and discoverability have all increased, and SSRN has had to make difficult trade-offs to maintain commercial products alongside its free platform. Stepping away from our commercial products will allow us to simplify our model and prioritize investing properly in the things that researchers tell us matter the most to them. The timing reflects both the strategic direction set by our parent organization and a genuine belief that now is the right moment to make this shift.
When will the process be complete?
We will complete the transition by the end of December 2026.
Will SSRN continue to operate after the transition?
Yes. SSRN will continue as a free, world-class preprint platform. Sunsetting our commercial products is about sharpening our focus, not shrinking our ambition. We intend to strengthen SSRN’s platform with faster posting, better licensing options, improved discoverability, and higher research integrity standards. We hope that many of our commercial customers will transition and make full use of our ongoing free services.
Which services are being discontinued?
Research Paper Series (RPS), Sponsored Networks and Site Subscriptions, paid Conference Proceedings, Data Analytics Dashboards, Partners in Publishing, Jobs and Announcements, and Data Feeds will all close by the end of December 2026. All existing content will remain permanently archived and accessible.
What happens to my existing contract?
All existing contracts will be honored through their term or until December 31, 2026, whichever comes first. A SSRN manager will be in touch to confirm the details for your specific arrangement and to work through the transition with you.
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The Latest Research on Medical Law

This list includes a selection of the latest research on medical law posted to SSRN in 2025-2026.
- The Neuroscience of Brain Injury in Criminal Cases: An International Scope by Deborah W. Denno (Fordham University)
- Expand Right to Die Options for Older Americans: Eleven Ways to Avoid Late-Stage Dementia by Thaddeus Mason Pope (Mitchell Hamline School of Law)
- Data Distortions by David A. Simon (Northeastern University)
- Putting the L in ELSI: Legal Methods for Bioethics Research by Anya Prince (University of Iowa), Benjamin Berkman (National Institutes of Health), Donald L. Ford (University of Iowa), Dov Fox (University of San Diego), Christi Guerrini (Mid Sweden University), Amy Koopmann (University of Iowa), Natalie Ram (University of Maryland), Jessica L. Roberts (Emory University), Kayte Spector-Bagdady (University of Michigan at Ann Arbor), & Sonia M. Suter (George Washington University)
- IVF as a ‘Hope Technology’ by Emily Jackson (London School of Economics)
- A Non-Person Theory of the Fetus by Greer Donley (University of Pittsburgh)
- Patient Records to Client Files: How the Legal Profession’s Confidentiality Standards Can Inform Healthcare Corporations’ Approach to Artificial Intelligence to Minimize HIPAA Violations by Parker Brown (University of Mississippi)
- Unwanted Pregnancy: Sex, Contraception, and the Limits of Consent by Deborah Tuerkheimer (Northwestern University)
- Putting an End to Protective Privilege: Georgia Should Recognize the Psychotherapist’s Duty to Warn by Jan M. Levine (Duquesne University)
- The Weight of Stigma by Rebekah A. King (Saint Louis University) & Michael S. Sinha (Saint Louis University)
- Health Care Financialization by Erin C. Fuse Brown (Brown University) & Hayden Rooke-Ley (Brown University)
- Abortion Shield Laws in Action by David S. Cohen (Drexel University), Greer Donley (University of Pittsburgh), & Rachel Rebouché (University of Texas at Austin)
- (Un)Common Knowledge & Experience by Jasmine Harris (University of Pennsylvania)
- Euthanasia as Medical Therapy in Canada by Trudo Lemmens (University of Toronto)
- It’s Magic?: Ozempic, Addiction Treatment, and the Law by Andy Grewal (University of Iowa)
Discover more research on medical law, subscribe to SSRN’s Medical-Legal Studies eJournal here or or view other papers here.
- The Neuroscience of Brain Injury in Criminal Cases: An International Scope by Deborah W. Denno (Fordham University)
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SSRN’s New Advanced Search Makes Finding Papers Easier and Faster

Michael Parsons
SSRN’s search has been sorely in need of some love for a while, so we’re very happy to share that we’ve recently been able to make some improvements to how it works. Previously, if you wanted papers about corporate governance but not banking, you couldn’t say so. If your search terms were slightly off, you may have struggled to find what you’re for. We’ve now added two new search modes to the Advanced Search page: Fuzzy Search and Boolean Search. They solve different problems, and you can choose between them depending on what you need.
Fuzzy Search: A Broader Net
Fuzzy Search is more forgiving than a traditional keyword search. It will tolerate slight variations in your search terms, typos, and near-matches, returning results that a strict search might miss. You’ll typically see a larger set of results, which makes it useful for exploratory searches, when you’re not yet sure of the precise terminology a field uses.
It works across all three search field options (Title Only, Title Abstract & Keywords, and Title Abstract Keywords & Full Text) and applies to the Author(s) field as well. If your query is in the right neighbourhood, fuzzy matching will try to get you there. A word of calibration: fuzzy search broadens your results, but it isn’t a spell-checker. It works best when your terms are close to the target. The further off your query, the noisier the results
Boolean Search: A Precise Tool
Boolean Search lets you build structured queries using standard logical operators:
AND requires both terms to appear.
"corporate governance" AND disclosurereturns only papers addressing both topics.OR broadens to either term.
"machine learning" OR "deep learning"captures papers using either framing.NOT excludes a term.
cryptocurrency NOT bitcoinfinds crypto papers that aren’t specifically about Bitcoin.Parentheses let you group expressions.
(fintech OR regtech) AND regulationfinds regulation papers that mention either fintech or regtech, without running two separate searches.As with Fuzzy Search, Boolean mode works with all three advanced search options. Narrow your scope to Title Only for precise results; expand to Full Text to surface papers where the terms appear anywhere in the document.
Two Modes, One Search
These are separate modes, not features you stack. You choose one via the radio buttons on the Advanced Search page. The right choice depends on where you are in your research.
Use Fuzzy Search when you’re exploring a new area, working from partial memory, or casting around for how a topic is discussed in the literature. It’s the mode for early-stage discovery, when missing a relevant paper is worse than wading through some noise.
Use Boolean Search when you know what you’re after and want to carve out a specific slice of the literature. It’s the mode for systematic reviews, targeted citation searches, and any query where you need to include or exclude particular terms with confidence.
Both modes share the same controls: scope selection, the Author(s) field, date filters, and sort options. The only difference is how the search engine reads your query.
A Two-Step Workflow for Search
You can now think in terms of a two-step workflow for Search on SSRN. Start in Fuzzy Search with a broad query. Scan the first page of results to pick up the vocabulary the literature actually uses. Then switch to Boolean Search and build a precise query with those terms and operators. The two modes complement each other when used in sequence.
In Boolean mode, wrap multi-word phrases in quotes:
"corporate governance"behaves differently from the two words searched separately. And remember that the Author(s) field is independent of the main search box. If you want a specific person’s work on a specific topic, use both fields rather than cramming everything into one query.These changes are live now on papers.ssrn.com, and we really hope you find them useful. Send us your feedback at ideas@ssrn.com, we’d love to hear from you.
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The Latest Research on Central Banks

This list includes a selection of the latest research on Central Banks posted to SSRN in 2025-2026.
- Regulatory Responses to the Financial Stability Implications of Stablecoins by Ulrich Bindseil (Technische Universität Berlin)
- The Predictability of Global Monetary Policy Surprises by Christopher D. Cotton (Federal Reserve Bank of Boston)
- The Unitary Executive and the Federal Reserve by Lev Menand (Columbia University)
- How Credible Is Hong Kong’s Currency Peg? Insights from Financial Market Prices by Urban J. Jermann (University of Pennsylvania), Bin Wei (Federal Reserve Bank of Atlanta), & Vivian Z. Yue (Emory University)
- Monetary Policy Tech: A primer to novel techniques for monetary policy analysis and business processes by Maximilian Freier (European Central Bank) & Douglas Araujo (Banco Central do Brasil)
- Bank to Non-Bank Lending and the Reallocation of Credit by Jian Li (Columbia University), Yiming Ma (Columbia University), Caterina Mendicino (European Central Bank), & Dominik Supera (Columbia Business School)
- Stablecoin Disintermediation by Michael Lee (Federal Reserve Bank of New York) & Donny Tou (Federal Reserve Bank New York)
- Factors Affecting the Bond-Equity Correlation by Maria Dimech (Central Bank of Malta) & Tanti Audrin (Central Bank of Malta)
- Private Money and Public Debt. U.S. Stablecoins and the Global Safe Asset Channel by Massimo Ferrari Minesso (European Central Bank) & Daniele Siena (Polytechnic University of Milan)
- Transformation of the Eurozone Architecture. Crises and Institutional Change in the Offshore US-Dollar System by Steffen Murau (Free University of Berlin), Alexandru-Stefan Goghie (Free University of Berlin), Matteo Giordano (University of London), & Friederike Reimer (Global Climate Forum)
- Tariffs, Stablecoins, and the Demand for Dollars by Anantha Divakaruni (University of Bergen) & Peter Zimmerman (Federal Reserve Bank of Cleveland)
- The Drivers of SME Investment in Ireland by Michael Mahony (Central Bank of Ireland) & Cian O’Neill (Bank of England)
- Who Owns Crypto in the Euro Area? Drivers of Crypto Adoption, Payment Use, and Its Interaction with Fiat Cash by Alejandro Zamora-Pérez (European Central Bank)
- Beyond Words: Predicting Market Volatility from Multimodal Central Bank Communication by Tiancheng Wang (Stanford University), Brandon Yee (Yee Collins Research Group), Tanazzah Rehman (Georgia Institute of Technology), & Eric Lee (Yee Collins Research Group)
- Quantitative Easing and Government Debt Sustainability by Wenhao Li (University of Southern California) & Sebastian Merkel (University of Exeter)
- Text Sentiment about Monetary Policy by Hie Joo Ahn (Board of Governors of the Federal Reserve System), Thomas R. Cook (Federal Reserve Bank of Kansas City), Taeyoung Doh (Federal Reserve Bank of Kansas City), Elias Kastritis (Yale University), & Jesse Wedewer (Duke University)
- Financial Inclusion and Central Bank Digital Currency in The Bahamas by Allan Wright (Central Bank of The Bahamas), Carlisa Belle (Central Bank of The Bahamas), Shavonne McKenzie (Central Bank of The Bahamas), & Lance Bodie (Central Bank of The Bahamas)
- Measuring the Impact of Property Insurance Premiums on the Mortgage Market by Ralf Meisenzahl (Federal Reserve Bank of Chicago), Andy Polacek (Federal Reserve Bank of Chicago), Shanthi Ramnath (Federal Reserve Bank of Chicago), & Zakary Yudhishthu (Federal Reserve Bank of Chicago)
- At-Risk Transformation for U.S. Recession Prediction by Rahul Billakanti (Wayzata High School) & Minchul Shin (Federal Reserve Bank of Philadelphia)
- Failing Banks by Sergio Correia (Federal Reserve Bank of Richmond), Stephan Luck (Federal Reserve Bank of New York), & Emil Verner (Massachusetts Institute of Technology)
Discover more research on Central Banks in SSRN’s Banking & Insurance eJournal here.
- Regulatory Responses to the Financial Stability Implications of Stablecoins by Ulrich Bindseil (Technische Universität Berlin)
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What SSRN’s Copyright Policy Really Means — and How to Navigate It

Copyright can feel like one of those topics everyone knows is important, but no one really wants to untangle. If you’re sharing your research on SSRN, though, understanding the basics goes a long way toward keeping your work accessible and compliant.
At its core, copyright gives creators a bundle of rights over their work, the right to reproduce it, share it, adapt it, and decide who else can do the same. Copyright protects “original works of authorship, giving creators exclusive rights to their creations.”
SSRN’s job is to help you share your research widely, but only when doing so doesn’t infringe on someone else’s rights. That means we verify that the version you upload is one you’re actually allowed to post.
Which Version of Your Paper Can You Share?
This is the question authors ask most often, and the answer depends on your publisher.
Publishers have their own self‑archiving rules that determine whether you can post:
- A working paper (preprint) — usually the most flexible version to share. Working papers “have not yet undergone peer review” and are commonly posted for early feedback.
- An accepted manuscript — many publishers allow this version, but often with conditions such as embargo periods.
- The final published version — this is the most restricted. Publishers often reserve exclusive rights to distribute the Version of Record, including formatting, pagination, and branding. We emphasizes that publishers might have specific policies about sharing the final published version.
The safest move is to check your publishing agreement or the publisher’s copyright policy before uploading anything. SSRN’s Terms of Use also outline what you can and can’t post. Bear in mind that some publishers have specific terms which mean they might not want you to share your work on a platform such as SSRN, so it’s always a good idea to check if you’re not sure.
Do You Need Permission? Sometimes and Here’s When
If the publisher owns the rights to the version you want to upload, you’ll need written permission. Written permission must be obtained from the rightsholder to re-use any copyrighted material and that the rightsholder is typically the publisher unless it is explicitly indicated otherwise.
You can usually request permission through:
- The publisher’s permissions department
- Rightslink (via the article’s webpage)
And no, silence does not count as approval.
Does SSRN Own Your Copyright? Absolutely Not.
Uploading to SSRN does not transfer your copyright. You simply grant us a non‑exclusive right to post and distribute your paper. You can remove it at any time.
You also confirm that your submission doesn’t violate anyone else’s rights, which is a standard requirement for any scholarly repository.
What If You Spot a Copyright Problem on SSRN?
If you believe a posted paper infringes copyright, we have a formal process for reporting it, which you can read here. Depending on the situation, we may remove the paper, warn the user, or restrict account access. These actions are part of enforcing the platform’s Terms of Use.
Why All This Matters
Copyright isn’t just a legal technicality, it’s what allows authors, publishers, and platforms like SSRN to coexist without stepping on each other’s toes. Our Copyright Reference Guide encourages authors to:
- Review their agreements
- Check publisher policies
- Request permission when needed
- Provide documentation during submission
Determining posting rights of a work can be complex, but being proactive helps ensure your research is shared responsibly and effectively.
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The Latest Research on Law & Political Economy

This list includes a selection of the latest research on law & political economy posted to SSRN.
- Ethnonationalism by Algorithm by Spencer Overton (George Washington University)
- The Miscalculation of Corporate DEI Risk by Lisa M. Fairfax (University of Pennsylvania) & Veronica Root Martinez (Duke University)
- The Post-Legitimacy Court by Ryan Doerfler (Harvard Law School) & Samuel Moyn (Yale University)
- Therapeutic Justice and the Problem of Penal Welfare by Benjamin Levin (Washington University in St. Louis)
- Valuing Administrative Democracy by Brian D. Feinstein (University of Pennsylvania) & Daniel E. Walters (Texas A&M University)
- Convergence by Angela Huyue Zhang (University of Southern California)
- Industrial Policy and Emerging Technologies: A Global Value Chain Perspective by Gary Gereffi (Duke University)
- The Geoeconomics of Imports: Evidence from UN Security Council Elections by Yanduo Chen (Singapore Management University) & Jing Wu (The Chinese University of Hong Kong)
- The Contested Constitution: Plutocrats, Right-Wing Populists, and Labor Rights in the U.S. by Kate Andrias (Columbia University)
- How Speech-Based Immigration Restrictions Threaten Academic Freedom by Ilya Somin (George Mason University)
- Non-Reformist Reforms in Environmentalism: Legal Theory and Praxis by Nicholas Stump (West Virginia University)
- Regulating Competition in African Digital Markets: From Form to Substance by Elettra Bietti (Northeastern University), Friso Bostoen (Tilburg University), Jacquelene Mwangi (Harvard University)
To read more research on law & political economy, subscribe to SSRN’s Law & Political Economy eJournal or view other papers here.
- Ethnonationalism by Algorithm by Spencer Overton (George Washington University)


