Technological Coupling and Ethical Reconstruction: A Systematic Inquiry into the Legal Paradigm Shift in the AI Era

( Vol-12,Issue-2,March - April 2026 )

Author(s): Bingying Zhou

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Page No: 093-104
DOI: 10.22161/ijaems.122.12

Keywords:

Generative AI, Legal Ethics, Co-regulation, Legal Paradigm, Retrieval-Augmented Generation (RAG), Professional Responsibility.

Abstract:

The leapfrog evolution of Artificial Intelligence (AI) is profoundly reshaping the operational logic of legal practice and the normative dimensions of legal ethics. Drawing upon cutting-edge scholarship from 2019 to 2025, this paper systematically examines the paradigm shift at the intersection of law and AI through three critical lenses: technological empowerment, ethical conflicts, and regulatory pathways. Technologically, Generative AI (GenAI) has transitioned from a mere auxiliary tool to a pivotal "actor" within legal practice. While the integration of Retrieval-Augmented Generation (RAG) and associated technologies has mitigated model hallucinations and enhanced algorithmic explainability, the inherent risks posed by technological boundaries remain substantial. Ethically, GenAI exerts systemic pressure on attorneys' duties of competence and confidentiality. By analyzing judicial precedents such as the UK High Court's Ayinde case, this study underscores the urgency of reconstructing professional responsibility and advocates for a recalibrated ethical framework through the lens of the "inevitability of bias." Regulatorily, the "legislative-driven" model of the EU, the "market-led" approach of the US, and the "consensus-building" strategy of international organizations exhibit distinct governance characteristics, whereas the concept of "co-regulation" provides a theoretical foundation for coupling technical standards with legal frameworks. Research indicates that the legal order in the AI era is at a critical juncture, transitioning from "heterogeneous isomorphism" toward "organic integration." Future scholarship should prioritize empirical validation, deepen cross-jurisdictional comparisons, and facilitate the collaborative design of technical solutions and ethical principles, thereby fostering a holistic paradigm update in legal education and institutional design.

Received: 16 Feb 2026; Received in revised form: 18 Mar 2026; Accepted: 22 Mar 2026; Available online: 28 Mar 2026

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