Cover Image

Beyond Pairwise Comparisons: A Distributional Test of Distinctiveness for Machine-Generated Works in Intellectual Property Law

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Mukherjee, Anirban, Chang, Hannah Hanwen
Format:	Preprint
Published:	2026
Subjects:	Computers and Society Artificial Intelligence
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Charting the Parrot's Song: A Maximum Mean Discrepancy Approach to Measuring AI Novelty, Originality, and Distinctiveness
by: Mukherjee, Anirban, et al.
Published: (2025)

Safeguarding Marketing Research: The Generation, Identification, and Mitigation of AI-Fabricated Disinformation
by: Mukherjee, Anirban
Published: (2024)

Operational Agency: A Permeable Legal Fiction for Tracing Culpability in AI Systems
by: Mukherjee, Anirban, et al.
Published: (2026)

Fluid Agency in AI Systems: A Case for Functional Equivalence in Copyright, Patent, and Tort
by: Mukherjee, Anirban, et al.
Published: (2026)

Generative AI in EU Law: Liability, Privacy, Intellectual Property, and Cybersecurity
by: Novelli, Claudio, et al.
Published: (2024)

Copyright Laundering Through the AI Ouroboros: Adapting the 'Fruit of the Poisonous Tree' Doctrine to Recursive AI Training
by: Mukherjee, Anirban, et al.
Published: (2026)

Stochastic, Dynamic, Fluid Autonomy in Agentic AI: Implications for Authorship, Inventorship, and Liability
by: Mukherjee, Anirban, et al.
Published: (2025)

Agentic AI: Autonomy, Accountability, and the Algorithmic Society
by: Mukherjee, Anirban, et al.
Published: (2025)

Preconditioned Test-Time Adaptation for Out-of-Distribution Debiasing in Narrative Generation
by: Shen, Hanwen, et al.
Published: (2026)

Heuristic Reasoning in AI: Instrumental Use and Mimetic Absorption
by: Mukherjee, Anirban, et al.
Published: (2024)

Silico-centric Theory of Mind
by: Mukherjee, Anirban, et al.
Published: (2024)

AI Knowledge and Reasoning: Emulating Expert Creativity in Scientific Research
by: Mukherjee, Anirban, et al.
Published: (2024)

Examining the Challenges of Intellectual Property in AI-Generated Productions
by: Mazhar, Ali, et al.
Published: (2026)

Learning Recourse Costs from Pairwise Feature Comparisons
by: Rawal, Kaivalya, et al.
Published: (2024)

U Can't Gen This? A Survey of Intellectual Property Protection Methods for Data in Generative AI
by: Šarčević, Tanja, et al.
Published: (2024)

Learning Linear Utility Functions From Pairwise Comparison Queries
by: Ge, Luise, et al.
Published: (2024)

Beyond Automation: Rethinking Work, Creativity, and Governance in the Age of Generative AI
by: Lin, Haocheng
Published: (2025)

Intellectual Stewardship: Re-adapting Human Minds for Creative Knowledge Work in the Age of AI
by: Zhang, Jianwei
Published: (2026)

Navigating AI in Social Work and Beyond: A Multidisciplinary Review
by: Dalziel, Matt Victor, et al.
Published: (2024)

Societal Impacts Research Requires Benchmarks for Creative Composition Tasks
by: Shen, Judy Hanwen, et al.
Published: (2025)

Beyond Release: Access Considerations for Generative AI Systems
by: Solaiman, Irene, et al.
Published: (2025)

How AI Impacts Skill Formation
by: Shen, Judy Hanwen, et al.
Published: (2026)

AI Agents and the Law
by: Riedl, Mark O., et al.
Published: (2025)

Generative AI Training and Copyright Law
by: Stober, Sebastian, et al.
Published: (2025)

Are There Exceptions to Goodhart's Law? On the Moral Justification of Fairness-Aware Machine Learning
by: Weerts, Hilde, et al.
Published: (2022)

A Linguistic Comparison between Human and ChatGPT-Generated Conversations
by: Sandler, Morgan, et al.
Published: (2024)

AI-Generated Letters from the Future: A Randomized Test of Personalized Climate Communication
by: Powdthavee, Nattavudh, et al.
Published: (2026)

RailEstate: An Interactive System for Metro Linked Property Trends
by: Chang, Chen-Wei, et al.
Published: (2025)

Beyond Instrumental and Substitutive Paradigms: Introducing Machine Culture as an Emergent Phenomenon in Large Language Models
by: Hu, Yueqing, et al.
Published: (2026)

LLM Agents in Law: Taxonomy, Applications, and Challenges
by: Liu, Shuang, et al.
Published: (2026)

Law and the Emerging Political Economy of Algorithmic Audits
by: Terzis, Petros, et al.
Published: (2024)

Beyond Killer Robots: General AI Attitudes and Public Support for Military AI in Nine Countries
by: Jungherr, Andreas, et al.
Published: (2026)

What Is the Point of Equality in Machine Learning Fairness? Beyond Equality of Opportunity
by: Kong, Youjin
Published: (2025)

Unfair Learning: GenAI Exceptionalism and Copyright Law
by: Atkinson, David
Published: (2025)

Cognitive Chain-of-Thought (CoCoT): Structured Multimodal Reasoning about Social Situations
by: Park, Eunkyu, et al.
Published: (2025)

Beyond Translation: LLM-Based Data Generation for Multilingual Fact-Checking
by: Chung, Yi-Ling, et al.
Published: (2025)

Dialogue with the Machine and Dialogue with the Art World: Evaluating Generative AI for Culturally-Situated Creativity
by: Qadri, Rida, et al.
Published: (2024)

Beyond Static Question Banks: Dynamic Knowledge Expansion via LLM-Automated Graph Construction and Adaptive Generation
by: Wang, Yingquan, et al.
Published: (2026)

Administrative Law's Fourth Settlement: AI and the Capability-Accountability Trap
by: Caputo, Nicholas
Published: (2026)

Unbounded Harms, Bounded Law: Liability in the Age of Borderless AI
by: Tran, Ha-Chi
Published: (2026)