Rethinking Global-Regulation: world’s law meets artificial intelligence
This article takes a critical look at Machine Translation of legal text, especially global legislation, through the discussion of Global-Regulation, a state of the art online search engine of the world’s legislation in English. Part 2 explains the rationale for an online platform such as Global-Regulation. Part 3 provides a brief account of the history of the development of machine translation, and it describes some of the limits of the use of statistical machine translation for translating legal texts. Part 4 describes Neural Machine Translation (NMT), which is a new generation of machine translation systems. Finally, Parts 5 and 6 outline the ‘big sky’ thoughts on future directions for Global-Regulation.
This article takes a critical look at Machine Translation of legal text, especially global legislation, through the discussion of Global-Regulation, a state of the art online search engine of the world’s legislation in English. Part 2 explains the rationale for an online platform such as Global-Regulation. Part 3 provides a brief account of the history of the development of machine translation, and it describes some of the limits of the use of statistical machine translation for translating legal texts. Part 4 describes Neural Machine Translation (NMT), which is a new generation of machine translation systems. Finally, Parts 5 and 6 outline the ‘big sky’ thoughts on future directions for Global-Regulation.
Executive Summary
The article 'Rethinking Global-Regulation: world’s law meets artificial intelligence' critically examines the use of machine translation in legal texts, specifically global legislation, through the lens of Global-Regulation, an online search engine for worldwide legislation in English. It discusses the rationale behind such a platform, the history and limitations of machine translation, and introduces Neural Machine Translation (NMT) as a new generation of machine translation systems. The article concludes with thoughts on future directions for Global-Regulation, highlighting the potential and challenges of integrating artificial intelligence with global regulation.
Key Points
- ▸ The development and limitations of machine translation in legal texts
- ▸ The introduction of Neural Machine Translation (NMT) as an advanced translation system
- ▸ The potential future directions for Global-Regulation and its implications
Merits
Enhanced Accessibility
Global-Regulation and advancements in machine translation can make legal texts more accessible to a broader audience, facilitating international legal cooperation and understanding.
Demerits
Accuracy and Reliability Concerns
The use of machine translation for legal texts raises concerns about accuracy and reliability, given the complexity and nuance of legal language.
Expert Commentary
The integration of artificial intelligence with global regulation, as discussed in the article, presents a paradigm shift in how legal texts are translated and accessed. While Neural Machine Translation offers significant advancements, it is crucial to address the challenges of accuracy, reliability, and the ethical use of AI in legal contexts. Policymakers and legal professionals must work together to establish guidelines and standards that ensure the responsible development and deployment of these technologies, balancing innovation with the need for precision and integrity in legal translation.
Recommendations
- ✓ Establishing clear regulatory guidelines for the use of AI in legal translation
- ✓ Investing in further research to improve the accuracy and reliability of Neural Machine Translation systems for legal texts
