Summary of Large Language Models in Politics and Democracy: a Comprehensive Survey, by Goshi Aoki
Large Language Models in Politics and Democracy: A Comprehensive Survey
by Goshi Aoki
First submitted to arxiv on: 1 Dec 2024
Categories
- Main: Computation and Language (cs.CL)
- Secondary: Artificial Intelligence (cs.AI); Computers and Society (cs.CY)
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 This research paper surveys the applications of large language models (LLMs) in various political domains, including policymaking, communication, analysis, governance, diplomacy, national security, economic modeling, social modeling, and legal contexts. The study examines both the promises and challenges of LLMs in these areas, highlighting their potential to enhance efficiency, inclusivity, and decision-making in political processes while also raising concerns about bias, transparency, and accountability. To ensure responsible integration of LLMs into politics, the paper emphasizes the need for ethical considerations, governance frameworks, and democratic values. |
| Low | GrooveSquid.com (original content) | Low Difficulty Summary This research looks at how big AI language models can help with politics. It explores their uses in making laws, communicating with people, analyzing data, and governing countries. The study shows both the benefits and challenges of these models in politics. While they might make things more efficient and fair, there are also concerns about them being biased or not transparent. To make sure AI is used wisely in politics, the researchers think we need to be ethical and have good rules in place. |
