# Classifying Peace in Global Media Using RAG and Intergroup Reciprocity

arXiv: https://arxiv.org/abs/2410.13865 · HTML: https://mlsanity.com/paper/2410.13865/

## Key facts

- Cited by 1 papers in the map (data through 14 Oct 2026).
- First posted on arXiv 1 Oct 2024.

## Built on by (most cited first, 1 of 1)

- [AI Application Gives Users Real-Time Feedback on the Level of Peace in the Social Media Videos They Watch](https://mlsanity.com/paper/2601.05232/) (2026)

## Abstract (arXiv)

This paper presents a novel approach to identifying insights of peace in global media using a Retrieval Augmented Generation (RAG) model and concepts of Positive and Negative Intergroup Reciprocity (PIR/NIR). By refining the definitions of PIR and NIR, we offer a more accurate and meaningful analysis of intergroup relations as represented in media articles. Our methodology provides insights into the dynamics that contribute to or detract from peace at a national level.