Open Access. Powered by Scholars. Published by Universities.®
- Institution
-
- University of Michigan Law School (681)
- Yeshiva University, Cardozo School of Law (604)
- Duke Law (458)
- Fordham Law School (442)
- Maurer School of Law: Indiana University (369)
-
- University of Chicago Law School (352)
- American University Washington College of Law (346)
- William & Mary Law School (343)
- University of Minnesota Law School (311)
- Vanderbilt University Law School (302)
- Brigham Young University Law School (290)
- UC Law SF (284)
- Cornell University Law School (263)
- Notre Dame Law School (262)
- Osgoode Hall Law School of York University (254)
- Columbia Law School (247)
- University of Colorado Law School (245)
- University at Buffalo School of Law (241)
- Case Western Reserve University School of Law (236)
- Northwestern Pritzker School of Law (232)
- University of Miami Law School (215)
- Schulich School of Law, Dalhousie University (198)
- Georgetown University Law Center (195)
- University of Washington School of Law (195)
- University of North Carolina School of Law (192)
- Southern Methodist University (191)
- University of Nevada, Las Vegas -- William S. Boyd School of Law (179)
- Boston University School of Law (174)
- Louisiana State University Law Center (172)
- Universitas Indonesia (172)
- Keyword
-
- Jurisprudence (326)
- Law (288)
- Constitutional law (286)
- International law (225)
- Human rights (219)
-
- Statutory interpretation (201)
- Originalism (174)
- Language (163)
- Constitution (156)
- Constitutional Law (151)
- Supreme Court (138)
- First Amendment (129)
- International Law (127)
- Legal education (118)
- Discrimination (114)
- Copyright (113)
- Textualism (113)
- Intellectual property (109)
- Immigration (108)
- Race (106)
- Interpretation (103)
- Canada (102)
- Ethics (98)
- History (98)
- Legislation (94)
- Democracy (91)
- Evidence (88)
- Gender (87)
- United States (85)
- Women (84)
- Publication Year
- Publication
-
- Faculty Scholarship (1056)
- Articles (570)
- Faculty Publications (352)
- Cardozo Law Review (286)
- Michigan Law Review (243)
-
- Scholarly Works (209)
- Fordham Law Review (185)
- Georgetown Law Faculty Publications and Other Works (180)
- Faculty Articles (168)
- Journal Articles (160)
- Publications (135)
- Articles by Maurer Faculty (133)
- International Review of Humanities Studies (126)
- ExpressO (120)
- Law and Contemporary Problems (118)
- Chicago-Kent Law Review (117)
- Vanderbilt Law Review (116)
- BYU Law Review (114)
- Dalhousie Law Journal (114)
- Duke Law Journal (112)
- Journal of Criminal Law and Criminology (112)
- Journal of Legal Education (110)
- Midad AL-Adab Refereed Quarterly Journal (107)
- Notre Dame Law Review (107)
- Buffalo Law Review (106)
- Indiana Law Journal (102)
- Pacific Studies (101)
- Scholarly Articles (98)
- William & Mary Law Review (98)
- North Carolina Law Review (97)
- Publication Type
- File Type
Articles 331 - 360 of 16565
Full-Text Articles in Entire DC Network
Health Care Governance And Structural Exclusion In Florida: A Human Rights Analysis Of Access For Latinx Communities, Natalie Medrano
Health Care Governance And Structural Exclusion In Florida: A Human Rights Analysis Of Access For Latinx Communities, Natalie Medrano
Honors Undergraduate Theses
Access to health care in the United States is a complex system shaped by statutory programs and the discretionary powers of state governance. This thesis examines how Florida’s healthcare system structures access through administrative design, with particular attention to its impact on Latinx communities. Although formally race-neutral, Florida’s reliance on Medicaid non-expansion, managed care delivery, and complex eligibility processes produces systemic barriers that limit access for low-income populations. Drawing on the international right-to-health framework articulated in General Comment No. 14 of the International Covenant on Economic, Social and Cultural Rights, alongside Latinx Critical Race Theory (LatCrit), this study analyzes how …
Should Judicial Opinions Be Read Like Statutes?, Margaret H. Lemos
Should Judicial Opinions Be Read Like Statutes?, Margaret H. Lemos
Faculty Scholarship
Should judicial opinions be interpreted with an eye to their purpose, context, or the intent of their authors, or should interpreters focus on the ordinary meaning of the text? Opinions present the same sorts of interpretive puzzles as other legal texts, and yet they have been omitted from the debates over interpretive methodology that dominate the fields of constitutional and statutory interpretation. The omission is no accident: the Supreme Court has stated repeatedly—and with increasing frequency in recent years—that judicial opinions are not to be read like statutes. Yet neither courts nor commentators have explained why the principles that ground …
My Negotiation Chatbot Toby And Pedagogical Governance, Renee Henson
My Negotiation Chatbot Toby And Pedagogical Governance, Renee Henson
Faculty Publications
The use of artificial intelligence (AI) chatbots is exploding. Adolescents increasingly prefer interactions with AI companions over peers. Adults rely on these systems for health planning, therapy, administrative assistance, nutrition guidance, and even simulated “romantic relationships.” Individuals and institutions are adopting AI tools at a pace that far exceeds the development of governance frameworks.
I developed Toby for use in my first-year Lawyering: Problem-Solving and Dispute Resolution (“Lawyering”) course to expose students to the dynamics of negotiating against an opposing counsel with a difficult personality—a type of adversary all too common in legal practice, yet difficult to prepare for. Toby …
Constitutional Colonialism And Decolonization: Moving Toward A Decolonial African Constitutional Future, Luwam Dirar
Constitutional Colonialism And Decolonization: Moving Toward A Decolonial African Constitutional Future, Luwam Dirar
Faculty Scholarship
This Article is an attempt at theorizing Africa's colonial constitutional legacies and post-colonial constitutionalism. The central argument of this Article is that constitutional law in Africa is a colonial tool that was used to legalize the subjugation of Africans and Africa, and a post-colonial necessity for the "self-determination and statehood" of newly-minted African states, while at the same time, it remains a decolonial battlefield of epistemic colonization. This Article adopts a broader conception of colonialism that extends beyond the 19th-century understanding of European colonialism and interrogates constitutional law as both a colonial tool and an act of self-determination in the …
Apportioned Direct Taxes, Conor Clarke, Ari Glogower
Apportioned Direct Taxes, Conor Clarke, Ari Glogower
Scholarship@WashULaw
The Constitution requires that Congress apportion any “direct” tax among the states by population. This once-dormant provision is now the most important constitutional limitation on Congress’s taxing power. Last year, in Moore v. United States, the Supreme Court seriously considered, for the first time in decades, whether to invalidate an Act of Congress as an unapportioned direct tax. While the law survived, Moore has opened a new era in which scholars and policymakers must again take apportionment seriously. Yet the apportionment requirement remains poorly understood.
This Article provides a new perspective on apportionment by examining how Congress and Treasury …
Massachusetts Community Mediation Center (Cmc) Grant Program: Fiscal Year 2025 Evaluation Report, Madhawa Palihapitiya, Karina Zeferino
Massachusetts Community Mediation Center (Cmc) Grant Program: Fiscal Year 2025 Evaluation Report, Madhawa Palihapitiya, Karina Zeferino
Massachusetts Office of Public Collaboration Publications
The CMC Grant Program remains a vital statewide investment in equitable access to justice and community well-being in Massachusetts. In FY2025, the Commonwealth allocated $3,100,202 to the Program, with $2,376,002 awarded directly to 12 community mediation Centers for operational support, technical assistance, and participation in statewide initiatives. These funds continued to serve as the financial foundation of the community mediation system, accounting for half of Centers’ collective revenue and enabling them to leverage an additional $2,435,797 from private, municipal, state, and federal partners—demonstrating strong public return on state appropriations. Despite a funding reduction in FY2025, the Program generated …
The Federal Rules Of Evi-Dance: Exploring And Reimagining Evidence Law Through Music, And Proposing Amendments To Rule 604, Brian C. Potts
The Federal Rules Of Evi-Dance: Exploring And Reimagining Evidence Law Through Music, And Proposing Amendments To Rule 604, Brian C. Potts
Faculty Articles
Every trial has a rhythm and a flow. Every trial is a performance. This article extends the literature on law and music further into the field of evidence. I offer a new exploration and reimagining of the Federal Rules of Evidence through leitmotivs. I contend that leitmotivs—musical calling cards—reify principles of evidence law. As I spin these leitmotivs, I propose two amendments to Rule 604 regarding the oath for courtroom interpreters. I propound a new critique explaining how and why courts are wrong when they often claim “Daubert did not work a ‘seachange’ over federal evidence law.” I tender two …
The Elusive Nexus Standard: Differing Approaches To The Asylum Nexus Standard As Applied To Religious Persecution Perpetrated By Gangs, Chloe Schalit
The Elusive Nexus Standard: Differing Approaches To The Asylum Nexus Standard As Applied To Religious Persecution Perpetrated By Gangs, Chloe Schalit
American University Journal of Gender, Social Policy & the Law
In 2015, Ms. Odalis Mireida Chicas-Machado, the secretary of an evangelical church in El Salvador, started getting harassed by members of the MS-13 gang during her walks to and from the church. Chicas-Machado believed that the harassment began because the gang considered her to be an enemy due to her work spreading the message of God to young people who otherwise might have joined the gang. Approximately one year after the harassment commenced, gang members threatened Chicas-Machado with death if she refused to alert the gang when police cars drove by a local store. The gang sought out Chicas-Machado for …
Reproducing The French-Canadian Settler Collective In Ontario Through French Language Rights, Monique Woolnough
Reproducing The French-Canadian Settler Collective In Ontario Through French Language Rights, Monique Woolnough
Journal of Law and Social Policy
Much of settler colonial theory and studies in Canada has focused on the dominant British settler colonial power, with an emerging spotlight on Quebec. Little attention has been paid to French-Canadian settler colonialism in French-Canadian minority provinces such as Ontario. This research aims to make visible this gap in attention and begin to fill in its contours by understanding how the French-Canadian settler colonial project operates in Ontario through law. Through the application of Indigenous, settler colonial, socio-legal and critical feminist and race theories to a review of narrative themes in the jurisprudence of courts and tribunals interpreting Ontario’s French …
Systemic Legal Scholarship For Systemic Ai, Kevin Frazier
Systemic Legal Scholarship For Systemic Ai, Kevin Frazier
Chapman Law Review
Artificial intelligence (AI) is triggering societal transformation at an unprecedented pace, yet our legal system struggles to keep up, often relying on incremental tweaks to outdated rules. This Article argues that such conventional legal thinking is not just inadequate but also a source of inconsequential scholarship. By failing to anticipate AI’s trajectory and address foundational issues, incrementalism allows “legal tech debt” to mount, increasing risks of policy failure, societal disruption, and erosion of the rule of law. We must leapfrog this dangerous inertia. This Article proposes and defines a necessary alternative: systemic legal scholarship. This forward-looking paradigm requires legal experts …
The Disability History Of Brown V. Board Of Education, Britney Wilson
The Disability History Of Brown V. Board Of Education, Britney Wilson
Articles & Chapters
In 1952, two years before the Supreme Court of the United States decided Brown v. Board of Education, Black deaf students in Washington, D.C., who had been prohibited from attending the local school for white deaf students and forced to go to school in Maryland, won the right to be educated in their hometowns in Miller v. Board of Education of District of Columbia. Brown is heralded as one of the most important racial justice cases of all time. It overturned Plessy v. Ferguson's longstanding "separate but equal" mandate and ruled that the segregation of students based on race violates …
The Federalism Canons As Ordinary Interpretation, Anthony J. Bellia, Bradford R. Clark
The Federalism Canons As Ordinary Interpretation, Anthony J. Bellia, Bradford R. Clark
Journal Articles
From the article
Scholars remain generally skeptical of substantive canons of statutory interpretation even as courts continue to employ such canons in important cases. Unlike semantic canons, which help judges discern the best meaning of statutory text in context, substantive canons provide tiebreakers when the text is unclear or require special clarity in order for the text to perform certain functions. Among the substantive canons, the so-called “federalism canons” have been singled out for special scrutiny. The federalism canons are a family of canons that require courts to avoid interpreting an act of Congress to divest states of certain sovereign …
Faces Of Formalism, Jeffrey A. Pojanowski
Faces Of Formalism, Jeffrey A. Pojanowski
Journal Articles
Formalist approaches to legal interpretation, such as textualism and originalism, are ascendant in federal statutory and constitutional law. Yet with success have come uncertainty and dissatisfaction. Formalists and their critics observe that textualism and originalism can seem as open-ended as the purposive and dynamic methods they were supposed to replace. This Article tries to diagnose the source of this discontent. It does so by identifying two different faces of formalist interpretation: the formalism of authority—adherence to original sources of law—and the formalism of method—constraint through predictable, rule-bound interpretation. Defenses of formalism often assume these two paths to constraint run together, …
Neutralization Mechanisms In Protest-Related Vandalism: Implications For Psycholinguistic Crisis Communication, M. Agung Lyndardi
Neutralization Mechanisms In Protest-Related Vandalism: Implications For Psycholinguistic Crisis Communication, M. Agung Lyndardi
Jurnal Kriminologi Indonesia
Protest-related vandalism has become a recurring phenomenon in Indonesia’s democratic landscape, particularly during large-scale demonstrations involving students, labor groups, and civil society coalitions. Conventional legal approaches that define vandalism as a public-order violation are insufficient to explain why such actions persist, why they concentrate on symbolic state targets, and why participants frequently deny moral wrongdoing. This article analyzes protest-related vandalism in Indonesia through the framework of neutralization theory (Sykes & Matza, 1957), integrating perspectives from criminology, moral disengagement theory, collective action, political legitimacy, and public psycholinguistics. Using a structured literature review of international and Indonesian scholarship published between 1957 and …
Ward, Trust, Or Sovereign: The Impact Of Metaphor In Supreme Court Indian Law Jurisprudence, Sadie Pate
Ward, Trust, Or Sovereign: The Impact Of Metaphor In Supreme Court Indian Law Jurisprudence, Sadie Pate
American Indian Law Review
No abstract provided.
Standard Textualism, James A. Macleod
Standard Textualism, James A. Macleod
Michigan Law Review
For as long as legal scholars have been writing about the rules-versus-standards distinction, textualism has been understood to produce characteristically rule-like law. This Article argues for the opposite view. Far from generating the “law of rules” that Scalia famously envisioned, the rule of modern textualism produces a law of standards—much more so than anybody, proponent of textualism or critic, appears to have recognized.
Two aspects of today’s textualism produce this result. The first is its emphasis on ordinary language and communication. Modern textualism typically produces standards because ordinary language and communication are typically standard-like. The second is modern textualism’s drive …
The Limits Of Daca: Affordability- And Access-Related Barriers To Health Professions Education, Nicole Perez, Laura Hirshfield
The Limits Of Daca: Affordability- And Access-Related Barriers To Health Professions Education, Nicole Perez, Laura Hirshfield
Journal of College Access
The U.S. is currently facing a shortage of health professionals from underrepresented backgrounds. One potential pathway to decrease this shortage is through the Deferred Action for Childhood Arrivals (DACA) program, a policy that provides temporary relief from deportation for individuals who migrated to the U.S. before age 16. This study, using 15 life-history narrative interviews, investigates the experiences of Latinx young adults who were pursuing health professions education or working as health professionals. Nine of the participants were DACA recipients, while the remaining six were second-generation (i.e., children of immigrants). An iterative, inductive approach to data analysis was used to …
Ethnonationalism By Algorithm, Spencer A. Overton
Ethnonationalism By Algorithm, Spencer A. Overton
GW Law Faculty Publications & Other Works
In the United States, artificial intelligence (“AI”) policy has become a critical arena for ethnonationalism—an ideology that defines national belonging through shared ancestry, culture, and language. Amid rapid demographic change and cultural anxiety, the second Trump Administration has harnessed federal AI governance to advance its broader agenda of dismantling diversity—most notably through Executive Order 14,179, “Removing Barriers to American Leadership in Artificial Intelligence” and related legal directives. By eliminating safeguards against algorithmic bias and recasting equity as an ideological threat to innovation, the policies facilitate exclusion under the guise of neutrality. These moves are not merely deregulatory; they represent a …
The Federalism Canons As Ordinary Interpretation, Anthony J. Bellia Jr., Bradford R. Clark
The Federalism Canons As Ordinary Interpretation, Anthony J. Bellia Jr., Bradford R. Clark
GW Law Faculty Publications & Other Works
Scholars remain generally skeptical of substantive canons of statutory interpretation even as courts continue to employ such canons in important cases. Unlike semantic canons, which help judges discern the best meaning of statutory text in context, substantive canons provide tiebreakers when the text is unclear or require special clarity in order for the text to perform certain functions. Among the substantive canons, the so-called “federalism canons” have been singled out for special scrutiny. The federalism canons are a family of canons that require courts to avoid interpreting an act of Congress to divest states of certain sovereign rights or powers—including …
Reversing Progress: The Political And Legal Ramifications Of The 2025 Dei Policy Rollback, Bridgette Baldwin
Reversing Progress: The Political And Legal Ramifications Of The 2025 Dei Policy Rollback, Bridgette Baldwin
Faculty Scholarship
The year 2025 will mark a significant turning point in the landscape of American civil rights policy, as federal executive orders the Trump administration initiated seek to dismantle longstanding diversity, equity, and inclusion ("DEI") initiatives. Rooted in a historical context of civil rights progress, these orders aim to curtail affirmative action programs, eliminate DEI mandates within federal agencies and contractors, and challenge the legal foundations of inclusive policies across the country. This Article explores the evolving landscape of civil rights and DEI in the United States, examining its historical roots, recent legal and political developments, and ongoing challenges. From landmark …
The Durability Of Protections Against Abuse At Interpol Amidst Rising Authoritarian Pressures, Kristina Daugirdas
The Durability Of Protections Against Abuse At Interpol Amidst Rising Authoritarian Pressures, Kristina Daugirdas
Articles
Over centuries and across continents, authoritarian governments have demonstrated a large appetite for international cooperation to target political opponents across borders. In 1851, the “first modern police organization”—the Police Union of German States, whose members included Austria and Prussia—was established “with the express purpose of policing the political opposition of established autocratic regimes.” During the 1970s and early 1980s, military regimes in South America participated in a secret scheme known as Operation Condor to coordinate their efforts to suppress subversion. A recent analysis of twenty-nine “hard authoritarian” regional organizations found that twenty-five were engaged in police cooperation. The Shanghai Cooperation …
From Myers To Slaughter: A Brief Theory Of The Constitutionalization Of Secondary Sources, Dana Neacsu, Paul D. Callister
From Myers To Slaughter: A Brief Theory Of The Constitutionalization Of Secondary Sources, Dana Neacsu, Paul D. Callister
Faculty Works
For more than two centuries, American constitutional adjudication has relied upon secondary sources. Yet constitutional theory has almost entirely ignored them. Originalism debates constitutional text. Living constitutionalism debates constitutional evolution. Theories of precedent debate judicial authority. None asks a more fundamental question: What role do secondary sources play in constitutional adjudication? This Article argues that the answer has fundamentally changed in the last 100 of years. Chief Justice William Howard Taft's opinion in Myers v. United States (1926) marked a constitutional revolution by transforming secondary authorities from explanatory materials into evidence of constitutional continuity. Exactly one century later, Chief Justice …
Procedural Apartheid? How Racial Harassment Cases And Their Proponents Are Subject To Separate And Unequal Due Process, Suzette M. Malveaux
Procedural Apartheid? How Racial Harassment Cases And Their Proponents Are Subject To Separate And Unequal Due Process, Suzette M. Malveaux
Scholarly Articles
This article makes three unique contributions. First, it introduces the theoretical framework and coins the term “procedural apartheid.” Simply put, when race is invoked as the basis for misconduct, procedural protection is meted out inequitably, often to the detriment of people of color. This phenomenon is situated in the law’s larger project to preference colorblindness over race-conscious ameliorative efforts. The article invites the reader to broadly consider where separate and unequal proceduralism exists because of the centrality of race. This article deploys the term “apartheid”—not literally, but strategically—to highlight the systemic legal and racial nature of this hierarchical divide.
Second, …
Against Audiepistemic Injustice: Claiming Deaf Futurity, Pamela R. Conley
Against Audiepistemic Injustice: Claiming Deaf Futurity, Pamela R. Conley
Antioch University Dissertations & Theses
This dissertation proposes a new theoretical framework: Audiepistemic Injustice (AEI). Expanding upon existing theories of epistemic injustice (EI), I identify AEI as the systemic marginalization and dismissal of deaf ways of knowing. AEI is a multidimensional phenomenon rooted in the nineteenth century, when auditory and linguistic biases became codified across education, law, and literature. This interdisciplinary study interrogates three nineteenth-century literary narratives as primary case studies to examine AEI: (1) Ivan Turgenev’s “Mumu,” (2) Guy de Maupassant’s “The Deaf Mute,” and (3) Abigail Bradley Hyde’s “The Deaf and Dumb Child: A True Narrative.” I synthesize these literary works with legal …
An Empirical Analysis Of Statutory Enactment And Interpretation In South Dakota: Are We Aligned?, Neil Fulton, Zane Rankin
An Empirical Analysis Of Statutory Enactment And Interpretation In South Dakota: Are We Aligned?, Neil Fulton, Zane Rankin
South Dakota Law Review
Statutes have supplanted the common law as the primary source of American law. It is accordingly vital to evaluate how statutes are applied and interpreted. Most statutory interpretation scholarship focuses on enactments by Congress, is based on the perspective of courts alone, and uses non-empirical analysis. This article takes a different perspective. The article focuses on South Dakota statutes and the legislative process. It is centered on an empirical survey of legislators, lobbyists, and professional staff to ascertain their beliefs and preferences about how statutes are enacted and how they should be used. These observations are then compared with existing …
Public Facing, Privately Shielded: The Employment Gap Created By Title Vii’S Private Club Exemption, Ansley Salmon
Public Facing, Privately Shielded: The Employment Gap Created By Title Vii’S Private Club Exemption, Ansley Salmon
American University Business Law Review
Title VII of the Civil Rights Act of 1964 prohibits employment discrimination by employers but exempts “bona fide private membership clubs” that are tax-exempt under Internal Revenue Code Section 501(c). Despite this seemingly clear statutory language, there is a notable lack of appellate decisions interpreting this exemption under Title VII. This scarcity of precedent has led to inconsistent approaches across circuits. For example, the Fifth Circuit has drawn heavily from the Private Club Exemption under Title II of the Civil Rights Act while the Seventh Circuit has treated the two exemptions as entirely distinct. This Comment argues that the Title …
Strict Scrutiny And The Viewpoint Continuum, A.G. Harmon
Strict Scrutiny And The Viewpoint Continuum, A.G. Harmon
Scholarly Articles
Consider the following instances: A cell phone photograph picturing a man's left kneecap. A statement that the speaker thinks, "The name Josiah is really cool." A woman who runs her bicycle over a business owner in order to gain celebrity and increase attention for her new podcast. An intentional lie told to acquire a job. A student who insists on answering his math exam questions in runic symbols.
At one point or another, American courts have considered the merits found in favor of instances similar to these and other like circumstances as amounting to "viewpoints." As such, they …
Generative Ai And The Purpose Of Legal Scholarship, Michael L. Smith
Generative Ai And The Purpose Of Legal Scholarship, Michael L. Smith
Faculty Articles
What does generative artificial intelligence mean for the future of legal scholarship? The topic has been the talk of the town around academic watercoolers. Some legal scholars have tried their hand at producing legal scholarship using generative Al. The accompanying commentary is varied, but advocates for the technology suggest that generative Al may become a common tool for legal scholars, leaving those who refuse to adapt at a severe disadvantage.
In this article, I contemplate a world in which legal scholars routinely use generative Al to produce academic writing. I argue that an instrumental view of legal scholarship's value-a view …
Meat Is Dead, Melissa D. Mortazavi
Meat Is Dead, Melissa D. Mortazavi
Faculty Articles
The legal and cultural landscape surrounding meat in the United States is evolving as plant-based alternatives, GMO farm animals, and cell-cultivated meat move from test tube to table. While global demand for meat rises amid environmental, ethical, and resource challenges, cell-cultivated meat emerges as a scientifically viable alternative, offering identical nutritional value without the drawbacks of conventional livestock production. Despite federal regulatory approval from USDA and FDA, multiple states have enacted unusually restrictive laws—including bans— targeting cell-cultivated meat. These are motivated largely by economic protectionism, but also deeper cultural anxieties tied to tradition and identity. This Article argues that food …
Fluid Agency In Ai Systems: A Case For Functional Equivalence In Copyright, Patent, And Tort, Anirban Mukherjee, Hannah H. Chang
Fluid Agency In Ai Systems: A Case For Functional Equivalence In Copyright, Patent, And Tort, Anirban Mukherjee, Hannah H. Chang
Research Collection Lee Kong Chian School Of Business
Modern Artificial Intelligence (AI) systems exhibit fluid agency in multi-step workflows: lacking human-like consciousness or culpability, yet they display behavior that is (i) stochastic (probabilistic and path‑dependent), (ii) dynamic (co‑evolving with user interaction), and (iii) adaptive (able to reorient across contexts). These properties generate valuable outputs but collapse attribution, irreducibly entangling human and machine inputs. Doctrines that assume traceable provenance—authorship, inventorship, and liability—fracture under this unmappability, yielding ownership gaps and moral “crumple zones.”This Article argues that only functional equivalence stabilizes doctrine under unmappability: Where provenance is indeterminate, legal frameworks should treat human and AI contributions as equivalent for allocating rights …