Summary of Inacia: Integrating Large Language Models in Brazilian Audit Courts: Opportunities and Challenges, by Jayr Pereira et al.
INACIA: Integrating Large Language Models in Brazilian Audit Courts: Opportunities and Challenges
by Jayr Pereira, Andre Assumpcao, Julio Trecenti, Luiz Airosa, Caio Lente, Jhonatan Cléto, Guilherme Dobins, Rodrigo Nogueira, Luis Mitchell, Roberto Lotufo
First submitted to arxiv on: 10 Jan 2024
Categories
- Main: Computation and Language (cs.CL)
- Secondary: Artificial Intelligence (cs.AI)
GrooveSquid.com Paper Summaries
GrooveSquid.com’s goal is to make artificial intelligence research accessible by summarizing AI papers in simpler terms. Each summary below covers the same AI paper, written at different levels of difficulty. The medium difficulty and low difficulty versions are original summaries written by GrooveSquid.com, while the high difficulty version is the paper’s original abstract. Feel free to learn from the version that suits you best!
| Summary difficulty | Written by | Summary |
|---|---|---|
| High | Paper authors | High Difficulty Summary Read the original abstract here |
| Medium | GrooveSquid.com (original content) | Medium Difficulty Summary INACIA, a system that integrates Large Language Models (LLMs) into the Brazilian Federal Court of Accounts’ operational framework, is introduced. This system automates various stages of case analysis, including basic information extraction and recommendation generation. Through experiments, INACIA’s potential in extracting relevant information, evaluating legal plausibility, and formulating propositions for judicial decision-making is demonstrated. A novel approach to assessing system performance is presented, correlating highly with human judgment. While INACIA shows promise in complex legal task handling, its limitations are acknowledged. |
| Low | GrooveSquid.com (original content) | Low Difficulty Summary INACIA is a new way to use artificial intelligence (AI) in law. It helps judges make decisions by analyzing cases and finding important information. This paper shows how well INACIA works and what it can do. It also talks about the potential of using AI in law, but says we need to be careful. |
