paper-with-me

홈 › Papers

Contractual Deepfakes: Can Large Language Models Generate Contracts?

2026-02-10 · Eliza Mik arxiv

Notwithstanding their unprecedented ability to generate text, LLMs do not understand the meaning of words, have no sense of context and cannot reason. Their output constitutes an approximation of statistically dominant word patterns. And yet, the drafting of contracts is often presented as a typical legal task that could be facilitated by this technology. This paper seeks to put an end to such unreasonable ideas. Predicting words differs from using language in the circumstances of specific transactions and reconstituting common contractual phrases differs from reasoning about the law. LLMs seem to be able to generate generic and superficially plausible contractual documents. In the cold light of day, such documents may turn out to be useless assemblages of inconsistent provisions or contracts that are enforceable but unsuitable for a given transaction. This paper casts a shadow on the simplistic assumption that LLMs threaten the continued viability of the legal industry.

📄 PDF Abstract BibTeX arXiv:2602.09384

Code (0)

등록된 구현이 없습니다.

Similar Papers 제목 키워드 기반

Generating Clarification Questions for Disambiguating Contracts

2024-03-12 · Anmol Singhal, Chirag Jain, Preethu Rose Anish, Arkajyoti Chakraborty 외

Enterprises frequently enter into commercial contracts that can serve as vital sources of project-specific requirements. Contractual clauses are obligatory, and the requirements derived from contracts can detail the down…

Towards Mitigating Perceived Unfairness in Contracts from a Non-Legal Stakeholder's Perspective

2023-12-03 · Anmol Singhal, Preethu Rose Anish, Shirish Karande, Smita Ghaisas

Commercial contracts are known to be a valuable source for deriving project-specific requirements. However, contract negotiations mainly occur among the legal counsel of the parties involved. The participation of non-leg…

Fairness

Contractual Skills: A GovernSpec Design Framework for Enterprise AI Agents

2026-05-21 · Ting Liu arxiv

Skills have become a practical packaging mechanism for agent instructions, workflows, scripts, and reference materials. In enterprise settings, however, a skill often needs to express more than task guidance: goals, inpu…

The Material Contracts Corpus

2025-04-01 · Peter Adelson, Julian Nyarko

This paper introduces the Material Contracts Corpus (MCC), a publicly available dataset comprising over one million contracts filed by public companies with the U.S. Securities and Exchange Commission (SEC) between 2000 …

Upstream competition and exclusive content provision in media markets

2025-06-18 · Kiho Yoon

With a multilateral vertical contracting model of media markets, we examine upstream competition and contractual arrangements in content provision. We analyze the trade of content by the Nash bargaining solution and the …